id sid tid token lemma pos cord-325034-oefmb10g 1 1 key key JJ cord-325034-oefmb10g 2 1 : : : cord-325034-oefmb10g 2 2 cord-325034-oefmb10 cord-325034-oefmb10 `` cord-325034-oefmb10g 2 3 g g NN cord-325034-oefmb10g 2 4 authors author NNS cord-325034-oefmb10g 2 5 : : : cord-325034-oefmb10g 2 6 Alvarez Alvarez NNP cord-325034-oefmb10g 2 7 , , , cord-325034-oefmb10g 2 8 E. E. NNP cord-325034-oefmb10g 2 9 ; ; : cord-325034-oefmb10g 2 10 Brida Brida NNP cord-325034-oefmb10g 2 11 , , , cord-325034-oefmb10g 2 12 J. J. NNP cord-325034-oefmb10g 2 13 G. G. NNP cord-325034-oefmb10g 2 14 ; ; : cord-325034-oefmb10g 2 15 Limas Limas NNP cord-325034-oefmb10g 2 16 , , , cord-325034-oefmb10g 2 17 E. E. NNP cord-325034-oefmb10g 2 18 title title NN cord-325034-oefmb10g 2 19 : : : cord-325034-oefmb10g 2 20 Comparisons comparison NNS cord-325034-oefmb10g 2 21 of of IN cord-325034-oefmb10g 2 22 COVID-19 COVID-19 NNP cord-325034-oefmb10g 2 23 dynamics dynamic NNS cord-325034-oefmb10g 2 24 in in IN cord-325034-oefmb10g 2 25 the the DT cord-325034-oefmb10g 2 26 different different JJ cord-325034-oefmb10g 2 27 countries country NNS cord-325034-oefmb10g 2 28 of of IN cord-325034-oefmb10g 2 29 the the DT cord-325034-oefmb10g 2 30 World World NNP cord-325034-oefmb10g 2 31 using use VBG cord-325034-oefmb10g 2 32 Time Time NNP cord-325034-oefmb10g 2 33 - - HYPH cord-325034-oefmb10g 2 34 Series Series NNP cord-325034-oefmb10g 2 35 clustering clustering NN cord-325034-oefmb10g 2 36 date date NN cord-325034-oefmb10g 2 37 : : : cord-325034-oefmb10g 2 38 2020 2020 CD cord-325034-oefmb10g 2 39 - - HYPH cord-325034-oefmb10g 2 40 08 08 CD cord-325034-oefmb10g 2 41 - - SYM cord-325034-oefmb10g 2 42 21 21 CD cord-325034-oefmb10g 2 43 journal journal NN cord-325034-oefmb10g 2 44 : : : cord-325034-oefmb10g 2 45 nan nan NNP cord-325034-oefmb10g 2 46 DOI DOI NNP cord-325034-oefmb10g 2 47 : : : cord-325034-oefmb10g 3 1 10.1101/2020.08.18.20177261 10.1101/2020.08.18.20177261 LS cord-325034-oefmb10g 3 2 sha sha NNP cord-325034-oefmb10g 3 3 : : : cord-325034-oefmb10g 3 4 f9e0b107a99ed9fe42a19ba4d2392d749a1f925e f9e0b107a99ed9fe42a19ba4d2392d749a1f925e NNP cord-325034-oefmb10g 3 5 doc_id doc_id CD cord-325034-oefmb10g 3 6 : : : cord-325034-oefmb10g 3 7 325034 325034 CD cord-325034-oefmb10g 3 8 cord_uid cord_uid NNS cord-325034-oefmb10g 3 9 : : : cord-325034-oefmb10g 4 1 oefmb10 oefmb10 UH cord-325034-oefmb10g 5 1 g g NNP cord-325034-oefmb10g 6 1 In in IN cord-325034-oefmb10g 6 2 recent recent JJ cord-325034-oefmb10g 6 3 months month NNS cord-325034-oefmb10g 6 4 , , , cord-325034-oefmb10g 6 5 the the DT cord-325034-oefmb10g 6 6 world world NN cord-325034-oefmb10g 6 7 has have VBZ cord-325034-oefmb10g 6 8 suffered suffer VBN cord-325034-oefmb10g 6 9 from from IN cord-325034-oefmb10g 6 10 the the DT cord-325034-oefmb10g 6 11 appearance appearance NN cord-325034-oefmb10g 6 12 of of IN cord-325034-oefmb10g 6 13 a a DT cord-325034-oefmb10g 6 14 new new JJ cord-325034-oefmb10g 6 15 strain strain NN cord-325034-oefmb10g 6 16 of of IN cord-325034-oefmb10g 6 17 coronavirus coronavirus NN cord-325034-oefmb10g 6 18 , , , cord-325034-oefmb10g 6 19 causing cause VBG cord-325034-oefmb10g 6 20 the the DT cord-325034-oefmb10g 6 21 COVID-19 COVID-19 NNP cord-325034-oefmb10g 6 22 pandemic pandemic NN cord-325034-oefmb10g 6 23 . . . cord-325034-oefmb10g 7 1 There there EX cord-325034-oefmb10g 7 2 are be VBP cord-325034-oefmb10g 7 3 great great JJ cord-325034-oefmb10g 7 4 scientific scientific JJ cord-325034-oefmb10g 7 5 efforts effort NNS cord-325034-oefmb10g 7 6 to to TO cord-325034-oefmb10g 7 7 find find VB cord-325034-oefmb10g 7 8 new new JJ cord-325034-oefmb10g 7 9 treatments treatment NNS cord-325034-oefmb10g 7 10 and and CC cord-325034-oefmb10g 7 11 vaccines vaccine NNS cord-325034-oefmb10g 7 12 , , , cord-325034-oefmb10g 7 13 at at IN cord-325034-oefmb10g 7 14 the the DT cord-325034-oefmb10g 7 15 same same JJ cord-325034-oefmb10g 7 16 time time NN cord-325034-oefmb10g 7 17 that that IN cord-325034-oefmb10g 7 18 governments government NNS cord-325034-oefmb10g 7 19 , , , cord-325034-oefmb10g 7 20 companies company NNS cord-325034-oefmb10g 7 21 , , , cord-325034-oefmb10g 7 22 and and CC cord-325034-oefmb10g 7 23 individuals individual NNS cord-325034-oefmb10g 7 24 have have VBP cord-325034-oefmb10g 7 25 taken take VBN cord-325034-oefmb10g 7 26 a a DT cord-325034-oefmb10g 7 27 series series NN cord-325034-oefmb10g 7 28 of of IN cord-325034-oefmb10g 7 29 actions action NNS cord-325034-oefmb10g 7 30 in in IN cord-325034-oefmb10g 7 31 response response NN cord-325034-oefmb10g 7 32 to to IN cord-325034-oefmb10g 7 33 this this DT cord-325034-oefmb10g 7 34 pandemic pandemic NN cord-325034-oefmb10g 7 35 . . . cord-325034-oefmb10g 8 1 These these DT cord-325034-oefmb10g 8 2 efforts effort NNS cord-325034-oefmb10g 8 3 seek seek VBP cord-325034-oefmb10g 8 4 to to TO cord-325034-oefmb10g 8 5 decrease decrease VB cord-325034-oefmb10g 8 6 the the DT cord-325034-oefmb10g 8 7 speed speed NN cord-325034-oefmb10g 8 8 of of IN cord-325034-oefmb10g 8 9 propagation propagation NN cord-325034-oefmb10g 8 10 , , , cord-325034-oefmb10g 8 11 although although IN cord-325034-oefmb10g 8 12 with with IN cord-325034-oefmb10g 8 13 significant significant JJ cord-325034-oefmb10g 8 14 social social JJ cord-325034-oefmb10g 8 15 and and CC cord-325034-oefmb10g 8 16 economic economic JJ cord-325034-oefmb10g 8 17 costs cost NNS cord-325034-oefmb10g 8 18 . . . cord-325034-oefmb10g 9 1 Countries country NNS cord-325034-oefmb10g 9 2 have have VBP cord-325034-oefmb10g 9 3 taken take VBN cord-325034-oefmb10g 9 4 different different JJ cord-325034-oefmb10g 9 5 actions action NNS cord-325034-oefmb10g 9 6 , , , cord-325034-oefmb10g 9 7 also also RB cord-325034-oefmb10g 9 8 with with IN cord-325034-oefmb10g 9 9 different different JJ cord-325034-oefmb10g 9 10 results result NNS cord-325034-oefmb10g 9 11 . . . cord-325034-oefmb10g 10 1 In in IN cord-325034-oefmb10g 10 2 this this DT cord-325034-oefmb10g 10 3 article article NN cord-325034-oefmb10g 10 4 we -PRON- PRP cord-325034-oefmb10g 10 5 use use VBP cord-325034-oefmb10g 10 6 non non JJ cord-325034-oefmb10g 10 7 - - JJ cord-325034-oefmb10g 10 8 parametric parametric JJ cord-325034-oefmb10g 10 9 techniques technique NNS cord-325034-oefmb10g 10 10 ( ( -LRB- cord-325034-oefmb10g 10 11 HT HT NNP cord-325034-oefmb10g 10 12 and and CC cord-325034-oefmb10g 10 13 MST MST NNP cord-325034-oefmb10g 10 14 ) ) -RRB- cord-325034-oefmb10g 10 15 with with IN cord-325034-oefmb10g 10 16 the the DT cord-325034-oefmb10g 10 17 aim aim NN cord-325034-oefmb10g 10 18 of of IN cord-325034-oefmb10g 10 19 identifying identify VBG cord-325034-oefmb10g 10 20 groups group NNS cord-325034-oefmb10g 10 21 of of IN cord-325034-oefmb10g 10 22 countries country NNS cord-325034-oefmb10g 10 23 with with IN cord-325034-oefmb10g 10 24 a a DT cord-325034-oefmb10g 10 25 similar similar JJ cord-325034-oefmb10g 10 26 spread spread NN cord-325034-oefmb10g 10 27 of of IN cord-325034-oefmb10g 10 28 the the DT cord-325034-oefmb10g 10 29 coronavirus coronavirus NN cord-325034-oefmb10g 10 30 . . . cord-325034-oefmb10g 11 1 The the DT cord-325034-oefmb10g 11 2 variable variable NN cord-325034-oefmb10g 11 3 of of IN cord-325034-oefmb10g 11 4 interest interest NN cord-325034-oefmb10g 11 5 is be VBZ cord-325034-oefmb10g 11 6 the the DT cord-325034-oefmb10g 11 7 number number NN cord-325034-oefmb10g 11 8 of of IN cord-325034-oefmb10g 11 9 daily daily JJ cord-325034-oefmb10g 11 10 infections infection NNS cord-325034-oefmb10g 11 11 per per IN cord-325034-oefmb10g 11 12 country country NN cord-325034-oefmb10g 11 13 . . . cord-325034-oefmb10g 12 1 Results result NNS cord-325034-oefmb10g 12 2 show show VBP cord-325034-oefmb10g 12 3 that that IN cord-325034-oefmb10g 12 4 there there EX cord-325034-oefmb10g 12 5 are be VBP cord-325034-oefmb10g 12 6 groups group NNS cord-325034-oefmb10g 12 7 of of IN cord-325034-oefmb10g 12 8 countries country NNS cord-325034-oefmb10g 12 9 with with IN cord-325034-oefmb10g 12 10 differentiated differentiated JJ cord-325034-oefmb10g 12 11 contagion contagion NN cord-325034-oefmb10g 12 12 dynamics dynamic NNS cord-325034-oefmb10g 12 13 , , , cord-325034-oefmb10g 12 14 both both CC cord-325034-oefmb10g 12 15 in in IN cord-325034-oefmb10g 12 16 the the DT cord-325034-oefmb10g 12 17 number number NN cord-325034-oefmb10g 12 18 of of IN cord-325034-oefmb10g 12 19 contagions contagion NNS cord-325034-oefmb10g 12 20 plus plus CC cord-325034-oefmb10g 12 21 at at IN cord-325034-oefmb10g 12 22 the the DT cord-325034-oefmb10g 12 23 time time NN cord-325034-oefmb10g 12 24 of of IN cord-325034-oefmb10g 12 25 the the DT cord-325034-oefmb10g 12 26 greatest great JJS cord-325034-oefmb10g 12 27 transmission transmission NN cord-325034-oefmb10g 12 28 of of IN cord-325034-oefmb10g 12 29 the the DT cord-325034-oefmb10g 12 30 disease disease NN cord-325034-oefmb10g 12 31 . . . cord-325034-oefmb10g 13 1 It -PRON- PRP cord-325034-oefmb10g 13 2 is be VBZ cord-325034-oefmb10g 13 3 concluded conclude VBN cord-325034-oefmb10g 13 4 that that IN cord-325034-oefmb10g 13 5 the the DT cord-325034-oefmb10g 13 6 actions action NNS cord-325034-oefmb10g 13 7 taken take VBN cord-325034-oefmb10g 13 8 by by IN cord-325034-oefmb10g 13 9 the the DT cord-325034-oefmb10g 13 10 countries country NNS cord-325034-oefmb10g 13 11 , , , cord-325034-oefmb10g 13 12 the the DT cord-325034-oefmb10g 13 13 speed speed NN cord-325034-oefmb10g 13 14 at at IN cord-325034-oefmb10g 13 15 which which WDT cord-325034-oefmb10g 13 16 they -PRON- PRP cord-325034-oefmb10g 13 17 were be VBD cord-325034-oefmb10g 13 18 taken take VBN cord-325034-oefmb10g 13 19 and and CC cord-325034-oefmb10g 13 20 the the DT cord-325034-oefmb10g 13 21 number number NN cord-325034-oefmb10g 13 22 of of IN cord-325034-oefmb10g 13 23 tests test NNS cord-325034-oefmb10g 13 24 carried carry VBN cord-325034-oefmb10g 13 25 out out RP cord-325034-oefmb10g 13 26 may may MD cord-325034-oefmb10g 13 27 explain explain VB cord-325034-oefmb10g 13 28 part part NN cord-325034-oefmb10g 13 29 of of IN cord-325034-oefmb10g 13 30 the the DT cord-325034-oefmb10g 13 31 differences difference NNS cord-325034-oefmb10g 13 32 in in IN cord-325034-oefmb10g 13 33 the the DT cord-325034-oefmb10g 13 34 dynamics dynamic NNS cord-325034-oefmb10g 13 35 of of IN cord-325034-oefmb10g 13 36 contagion contagion NN cord-325034-oefmb10g 13 37 . . . cord-325034-oefmb10g 14 1 In in IN cord-325034-oefmb10g 14 2 recent recent JJ cord-325034-oefmb10g 14 3 months month NNS cord-325034-oefmb10g 14 4 , , , cord-325034-oefmb10g 14 5 the the DT cord-325034-oefmb10g 14 6 world world NN cord-325034-oefmb10g 14 7 has have VBZ cord-325034-oefmb10g 14 8 suffered suffer VBN cord-325034-oefmb10g 14 9 from from IN cord-325034-oefmb10g 14 10 the the DT cord-325034-oefmb10g 14 11 appearance appearance NN cord-325034-oefmb10g 14 12 of of IN cord-325034-oefmb10g 14 13 a a DT cord-325034-oefmb10g 14 14 new new JJ cord-325034-oefmb10g 14 15 strain strain NN cord-325034-oefmb10g 14 16 of of IN cord-325034-oefmb10g 14 17 coronavirus coronavirus NN cord-325034-oefmb10g 14 18 , , , cord-325034-oefmb10g 14 19 causing cause VBG cord-325034-oefmb10g 14 20 the the DT cord-325034-oefmb10g 14 21 COVID-19 COVID-19 NNP cord-325034-oefmb10g 14 22 pandemic pandemic NN cord-325034-oefmb10g 14 23 . . . cord-325034-oefmb10g 15 1 There there EX cord-325034-oefmb10g 15 2 are be VBP cord-325034-oefmb10g 15 3 great great JJ cord-325034-oefmb10g 15 4 scientific scientific JJ cord-325034-oefmb10g 15 5 efforts effort NNS cord-325034-oefmb10g 15 6 to to TO cord-325034-oefmb10g 15 7 find find VB cord-325034-oefmb10g 15 8 new new JJ cord-325034-oefmb10g 15 9 treatments treatment NNS cord-325034-oefmb10g 15 10 and and CC cord-325034-oefmb10g 15 11 vaccines vaccine NNS cord-325034-oefmb10g 15 12 , , , cord-325034-oefmb10g 15 13 at at IN cord-325034-oefmb10g 15 14 the the DT cord-325034-oefmb10g 15 15 same same JJ cord-325034-oefmb10g 15 16 time time NN cord-325034-oefmb10g 15 17 that that IN cord-325034-oefmb10g 15 18 governments government NNS cord-325034-oefmb10g 15 19 , , , cord-325034-oefmb10g 15 20 companies company NNS cord-325034-oefmb10g 15 21 , , , cord-325034-oefmb10g 15 22 and and CC cord-325034-oefmb10g 15 23 individuals individual NNS cord-325034-oefmb10g 15 24 have have VBP cord-325034-oefmb10g 15 25 taken take VBN cord-325034-oefmb10g 15 26 a a DT cord-325034-oefmb10g 15 27 series series NN cord-325034-oefmb10g 15 28 of of IN cord-325034-oefmb10g 15 29 actions action NNS cord-325034-oefmb10g 15 30 in in IN cord-325034-oefmb10g 15 31 response response NN cord-325034-oefmb10g 15 32 to to IN cord-325034-oefmb10g 15 33 this this DT cord-325034-oefmb10g 15 34 pandemic pandemic NN cord-325034-oefmb10g 15 35 . . . cord-325034-oefmb10g 16 1 These these DT cord-325034-oefmb10g 16 2 efforts effort NNS cord-325034-oefmb10g 16 3 seek seek VBP cord-325034-oefmb10g 16 4 to to TO cord-325034-oefmb10g 16 5 decrease decrease VB cord-325034-oefmb10g 16 6 the the DT cord-325034-oefmb10g 16 7 speed speed NN cord-325034-oefmb10g 16 8 of of IN cord-325034-oefmb10g 16 9 propagation propagation NN cord-325034-oefmb10g 16 10 , , , cord-325034-oefmb10g 16 11 although although IN cord-325034-oefmb10g 16 12 with with IN cord-325034-oefmb10g 16 13 significant significant JJ cord-325034-oefmb10g 16 14 social social JJ cord-325034-oefmb10g 16 15 and and CC cord-325034-oefmb10g 16 16 economic economic JJ cord-325034-oefmb10g 16 17 costs cost NNS cord-325034-oefmb10g 16 18 . . . cord-325034-oefmb10g 17 1 Countries country NNS cord-325034-oefmb10g 17 2 have have VBP cord-325034-oefmb10g 17 3 taken take VBN cord-325034-oefmb10g 17 4 different different JJ cord-325034-oefmb10g 17 5 actions action NNS cord-325034-oefmb10g 17 6 , , , cord-325034-oefmb10g 17 7 also also RB cord-325034-oefmb10g 17 8 with with IN cord-325034-oefmb10g 17 9 different different JJ cord-325034-oefmb10g 17 10 results result NNS cord-325034-oefmb10g 17 11 . . . cord-325034-oefmb10g 18 1 In in IN cord-325034-oefmb10g 18 2 this this DT cord-325034-oefmb10g 18 3 article article NN cord-325034-oefmb10g 18 4 non non JJ cord-325034-oefmb10g 18 5 - - JJ cord-325034-oefmb10g 18 6 parametric parametric JJ cord-325034-oefmb10g 18 7 techniques technique NNS cord-325034-oefmb10g 18 8 ( ( -LRB- cord-325034-oefmb10g 18 9 HT HT NNP cord-325034-oefmb10g 18 10 and and CC cord-325034-oefmb10g 18 11 MST MST NNP cord-325034-oefmb10g 18 12 ) ) -RRB- cord-325034-oefmb10g 18 13 are be VBP cord-325034-oefmb10g 18 14 introduced introduce VBN cord-325034-oefmb10g 18 15 to to TO cord-325034-oefmb10g 18 16 identify identify VB cord-325034-oefmb10g 18 17 groups group NNS cord-325034-oefmb10g 18 18 of of IN cord-325034-oefmb10g 18 19 countries country NNS cord-325034-oefmb10g 18 20 with with IN cord-325034-oefmb10g 18 21 a a DT cord-325034-oefmb10g 18 22 similar similar JJ cord-325034-oefmb10g 18 23 spread spread NN cord-325034-oefmb10g 18 24 of of IN cord-325034-oefmb10g 18 25 the the DT cord-325034-oefmb10g 18 26 coronavirus coronavirus NN cord-325034-oefmb10g 18 27 evolution evolution NN cord-325034-oefmb10g 18 28 . . . cord-325034-oefmb10g 19 1 The the DT cord-325034-oefmb10g 19 2 variable variable NN cord-325034-oefmb10g 19 3 of of IN cord-325034-oefmb10g 19 4 interest interest NN cord-325034-oefmb10g 19 5 is be VBZ cord-325034-oefmb10g 19 6 the the DT cord-325034-oefmb10g 19 7 number number NN cord-325034-oefmb10g 19 8 of of IN cord-325034-oefmb10g 19 9 daily daily JJ cord-325034-oefmb10g 19 10 infections infection NNS cord-325034-oefmb10g 19 11 per per IN cord-325034-oefmb10g 19 12 country country NN cord-325034-oefmb10g 19 13 during during IN cord-325034-oefmb10g 19 14 a a DT cord-325034-oefmb10g 19 15 period period NN cord-325034-oefmb10g 19 16 of of IN cord-325034-oefmb10g 19 17 at at RB cord-325034-oefmb10g 19 18 least least RBS cord-325034-oefmb10g 19 19 100 100 CD cord-325034-oefmb10g 19 20 days day NNS cord-325034-oefmb10g 19 21 after after IN cord-325034-oefmb10g 19 22 the the DT cord-325034-oefmb10g 19 23 confirmation confirmation NN cord-325034-oefmb10g 19 24 of of IN cord-325034-oefmb10g 19 25 the the DT cord-325034-oefmb10g 19 26 tenth tenth JJ cord-325034-oefmb10g 19 27 case case NN cord-325034-oefmb10g 19 28 . . . cord-325034-oefmb10g 20 1 The the DT cord-325034-oefmb10g 20 2 coronavirus coronavirus NN cord-325034-oefmb10g 20 3 propagation propagation NN cord-325034-oefmb10g 20 4 is be VBZ cord-325034-oefmb10g 20 5 analyzed analyze VBN cord-325034-oefmb10g 20 6 in in IN cord-325034-oefmb10g 20 7 terms term NNS cord-325034-oefmb10g 20 8 of of IN cord-325034-oefmb10g 20 9 a a DT cord-325034-oefmb10g 20 10 complex complex JJ cord-325034-oefmb10g 20 11 system system NN cord-325034-oefmb10g 20 12 composed compose VBN cord-325034-oefmb10g 20 13 of of IN cord-325034-oefmb10g 20 14 many many JJ cord-325034-oefmb10g 20 15 interacting interact VBG cord-325034-oefmb10g 20 16 elements element NNS cord-325034-oefmb10g 20 17 that that WDT cord-325034-oefmb10g 20 18 exhibit exhibit VBP cord-325034-oefmb10g 20 19 numerous numerous JJ cord-325034-oefmb10g 20 20 forms form NNS cord-325034-oefmb10g 20 21 of of IN cord-325034-oefmb10g 20 22 emergent emergent JJ cord-325034-oefmb10g 20 23 collective collective JJ cord-325034-oefmb10g 20 24 dynamics dynamic NNS cord-325034-oefmb10g 20 25 ( ( -LRB- cord-325034-oefmb10g 20 26 Machado Machado NNP cord-325034-oefmb10g 20 27 and and CC cord-325034-oefmb10g 20 28 Lopes Lopes NNP cord-325034-oefmb10g 20 29 , , , cord-325034-oefmb10g 20 30 2020 2020 CD cord-325034-oefmb10g 20 31 ) ) -RRB- cord-325034-oefmb10g 20 32 . . . cord-325034-oefmb10g 21 1 Complex complex JJ cord-325034-oefmb10g 21 2 systems system NNS cord-325034-oefmb10g 21 3 can can MD cord-325034-oefmb10g 21 4 not not RB cord-325034-oefmb10g 21 5 be be VB cord-325034-oefmb10g 21 6 explained explain VBN cord-325034-oefmb10g 21 7 by by IN cord-325034-oefmb10g 21 8 studying study VBG cord-325034-oefmb10g 21 9 the the DT cord-325034-oefmb10g 21 10 constituent constituent JJ cord-325034-oefmb10g 21 11 parts part NNS cord-325034-oefmb10g 21 12 in in IN cord-325034-oefmb10g 21 13 isolation isolation NN cord-325034-oefmb10g 21 14 , , , cord-325034-oefmb10g 21 15 but but CC cord-325034-oefmb10g 21 16 by by IN cord-325034-oefmb10g 21 17 considering consider VBG cord-325034-oefmb10g 21 18 the the DT cord-325034-oefmb10g 21 19 interrelation interrelation NN cord-325034-oefmb10g 21 20 with with IN cord-325034-oefmb10g 21 21 the the DT cord-325034-oefmb10g 21 22 other other JJ cord-325034-oefmb10g 21 23 elements element NNS cord-325034-oefmb10g 21 24 of of IN cord-325034-oefmb10g 21 25 this this DT cord-325034-oefmb10g 21 26 system system NN cord-325034-oefmb10g 21 27 . . . cord-325034-oefmb10g 22 1 Vasconcelos Vasconcelos NNP cord-325034-oefmb10g 22 2 et et NNP cord-325034-oefmb10g 22 3 al al NNP cord-325034-oefmb10g 22 4 . . . cord-325034-oefmb10g 23 1 ( ( -LRB- cord-325034-oefmb10g 23 2 2020 2020 CD cord-325034-oefmb10g 23 3 ) ) -RRB- cord-325034-oefmb10g 23 4 analyze analyze VB cord-325034-oefmb10g 23 5 the the DT cord-325034-oefmb10g 23 6 fatality fatality NN cord-325034-oefmb10g 23 7 curves curve NNS cord-325034-oefmb10g 23 8 of of IN cord-325034-oefmb10g 23 9 the the DT cord-325034-oefmb10g 23 10 COVID-19 COVID-19 NNP cord-325034-oefmb10g 23 11 disease disease NN cord-325034-oefmb10g 23 12 , , , cord-325034-oefmb10g 23 13 represented represent VBN cord-325034-oefmb10g 23 14 by by IN cord-325034-oefmb10g 23 15 the the DT cord-325034-oefmb10g 23 16 cumulative cumulative JJ cord-325034-oefmb10g 23 17 number number NN cord-325034-oefmb10g 23 18 of of IN cord-325034-oefmb10g 23 19 deaths death NNS cord-325034-oefmb10g 23 20 , , , cord-325034-oefmb10g 23 21 for for IN cord-325034-oefmb10g 23 22 eight eight CD cord-325034-oefmb10g 23 23 countries country NNS cord-325034-oefmb10g 23 24 : : : cord-325034-oefmb10g 23 25 Brazil Brazil NNP cord-325034-oefmb10g 23 26 China China NNP cord-325034-oefmb10g 23 27 , , , cord-325034-oefmb10g 23 28 France France NNP cord-325034-oefmb10g 23 29 , , , cord-325034-oefmb10g 23 30 Germany Germany NNP cord-325034-oefmb10g 23 31 , , , cord-325034-oefmb10g 23 32 Iran Iran NNP cord-325034-oefmb10g 23 33 , , , cord-325034-oefmb10g 23 34 Italy Italy NNP cord-325034-oefmb10g 23 35 , , , cord-325034-oefmb10g 23 36 South South NNP cord-325034-oefmb10g 23 37 Korea Korea NNP cord-325034-oefmb10g 23 38 , , , cord-325034-oefmb10g 23 39 and and CC cord-325034-oefmb10g 23 40 Spain Spain NNP cord-325034-oefmb10g 23 41 . . . cord-325034-oefmb10g 24 1 The the DT cord-325034-oefmb10g 24 2 study study NN cord-325034-oefmb10g 24 3 model model NN cord-325034-oefmb10g 24 4 the the DT cord-325034-oefmb10g 24 5 cumulative cumulative JJ cord-325034-oefmb10g 24 6 number number NN cord-325034-oefmb10g 24 7 of of IN cord-325034-oefmb10g 24 8 deaths death NNS cord-325034-oefmb10g 24 9 by by IN cord-325034-oefmb10g 24 10 applying apply VBG cord-325034-oefmb10g 24 11 the the DT cord-325034-oefmb10g 24 12 Richards Richards NNP cord-325034-oefmb10g 24 13 growth growth NN cord-325034-oefmb10g 24 14 model model NN cord-325034-oefmb10g 24 15 and and CC cord-325034-oefmb10g 24 16 find find VBP cord-325034-oefmb10g 24 17 that that IN cord-325034-oefmb10g 24 18 it -PRON- PRP cord-325034-oefmb10g 24 19 describes describe VBZ cord-325034-oefmb10g 24 20 very very RB cord-325034-oefmb10g 24 21 well well RB cord-325034-oefmb10g 24 22 the the DT cord-325034-oefmb10g 24 23 fatality fatality NN cord-325034-oefmb10g 24 24 curves curve VBZ cord-325034-oefmb10g 24 25 in in IN cord-325034-oefmb10g 24 26 all all DT cord-325034-oefmb10g 24 27 cases case NNS cord-325034-oefmb10g 24 28 . . . cord-325034-oefmb10g 25 1 The the DT cord-325034-oefmb10g 25 2 authors author NNS cord-325034-oefmb10g 25 3 also also RB cord-325034-oefmb10g 25 4 find find VBP cord-325034-oefmb10g 25 5 that that IN cord-325034-oefmb10g 25 6 -in -in : cord-325034-oefmb10g 25 7 order order NN cord-325034-oefmb10g 25 8 to to TO cord-325034-oefmb10g 25 9 be be VB cord-325034-oefmb10g 25 10 effective effective JJ cord-325034-oefmb10g 25 11 - - : cord-325034-oefmb10g 25 12 the the DT cord-325034-oefmb10g 25 13 countermeasures countermeasure NNS cord-325034-oefmb10g 25 14 ( ( -LRB- cord-325034-oefmb10g 25 15 i.e. i.e. FW cord-325034-oefmb10g 25 16 social social JJ cord-325034-oefmb10g 25 17 distancing distancing NN cord-325034-oefmb10g 25 18 , , , cord-325034-oefmb10g 25 19 quarantine quarantine NN cord-325034-oefmb10g 25 20 , , , cord-325034-oefmb10g 25 21 school school NN cord-325034-oefmb10g 25 22 closures closure NNS cord-325034-oefmb10g 25 23 , , , cord-325034-oefmb10g 25 24 etc etc FW cord-325034-oefmb10g 25 25 . . . cord-325034-oefmb10g 25 26 ) ) -RRB- cord-325034-oefmb10g 25 27 must must MD cord-325034-oefmb10g 25 28 be be VB cord-325034-oefmb10g 25 29 taken take VBN cord-325034-oefmb10g 25 30 immediately immediately RB cord-325034-oefmb10g 25 31 after after IN cord-325034-oefmb10g 25 32 the the DT cord-325034-oefmb10g 25 33 onset onset NN cord-325034-oefmb10g 25 34 of of IN cord-325034-oefmb10g 25 35 the the DT cord-325034-oefmb10g 25 36 epidemic epidemic NN cord-325034-oefmb10g 25 37 . . . cord-325034-oefmb10g 26 1 In in IN cord-325034-oefmb10g 26 2 particular particular JJ cord-325034-oefmb10g 26 3 , , , cord-325034-oefmb10g 26 4 they -PRON- PRP cord-325034-oefmb10g 26 5 find find VBP cord-325034-oefmb10g 26 6 that that IN cord-325034-oefmb10g 26 7 if if IN cord-325034-oefmb10g 26 8 the the DT cord-325034-oefmb10g 26 9 interventions intervention NNS cord-325034-oefmb10g 26 10 are be VBP cord-325034-oefmb10g 26 11 delayed delay VBN cord-325034-oefmb10g 26 12 by by IN cord-325034-oefmb10g 26 13 ten ten CD cord-325034-oefmb10g 26 14 days day NNS cord-325034-oefmb10g 26 15 the the DT cord-325034-oefmb10g 26 16 respective respective JJ cord-325034-oefmb10g 26 17 efficiencies efficiency NNS cord-325034-oefmb10g 26 18 drop drop VBP cord-325034-oefmb10g 26 19 to to IN cord-325034-oefmb10g 26 20 about about IN cord-325034-oefmb10g 26 21 50 50 CD cord-325034-oefmb10g 26 22 % % NN cord-325034-oefmb10g 26 23 or or CC cord-325034-oefmb10g 26 24 less less JJR cord-325034-oefmb10g 26 25 . . . cord-325034-oefmb10g 27 1 Additionally additionally RB cord-325034-oefmb10g 27 2 , , , cord-325034-oefmb10g 27 3 a a DT cord-325034-oefmb10g 27 4 delay delay NN cord-325034-oefmb10g 27 5 of of IN cord-325034-oefmb10g 27 6 additional additional JJ cord-325034-oefmb10g 27 7 20 20 CD cord-325034-oefmb10g 27 8 days day NNS cord-325034-oefmb10g 27 9 brings bring VBZ cord-325034-oefmb10g 27 10 the the DT cord-325034-oefmb10g 27 11 efficiency efficiency NN cord-325034-oefmb10g 27 12 to to IN cord-325034-oefmb10g 27 13 less less JJR cord-325034-oefmb10g 27 14 than than IN cord-325034-oefmb10g 27 15 30 30 CD cord-325034-oefmb10g 27 16 % % NN cord-325034-oefmb10g 27 17 . . . cord-325034-oefmb10g 28 1 Manchein Manchein NNP cord-325034-oefmb10g 28 2 et et NNP cord-325034-oefmb10g 28 3 al al NNP cord-325034-oefmb10g 28 4 . . . cord-325034-oefmb10g 29 1 ( ( -LRB- cord-325034-oefmb10g 29 2 2020 2020 CD cord-325034-oefmb10g 29 3 ) ) -RRB- cord-325034-oefmb10g 29 4 study study VB cord-325034-oefmb10g 29 5 the the DT cord-325034-oefmb10g 29 6 growth growth NN cord-325034-oefmb10g 29 7 of of IN cord-325034-oefmb10g 29 8 the the DT cord-325034-oefmb10g 29 9 cumulative cumulative JJ cord-325034-oefmb10g 29 10 number number NN cord-325034-oefmb10g 29 11 of of IN cord-325034-oefmb10g 29 12 confirmed confirm VBN cord-325034-oefmb10g 29 13 infected infected JJ cord-325034-oefmb10g 29 14 cases case NNS cord-325034-oefmb10g 29 15 by by IN cord-325034-oefmb10g 29 16 a a DT cord-325034-oefmb10g 29 17 novel novel JJ cord-325034-oefmb10g 29 18 coronavirus coronavirus NN cord-325034-oefmb10g 29 19 until until IN cord-325034-oefmb10g 29 20 March March NNP cord-325034-oefmb10g 29 21 27 27 CD cord-325034-oefmb10g 29 22 , , , cord-325034-oefmb10g 29 23 2020 2020 CD cord-325034-oefmb10g 29 24 . . . cord-325034-oefmb10g 30 1 The the DT cord-325034-oefmb10g 30 2 study study NN cord-325034-oefmb10g 30 3 focuses focus VBZ cord-325034-oefmb10g 30 4 on on IN cord-325034-oefmb10g 30 5 nine nine CD cord-325034-oefmb10g 30 6 countries country NNS cord-325034-oefmb10g 30 7 ( ( -LRB- cord-325034-oefmb10g 30 8 Brazil Brazil NNP cord-325034-oefmb10g 30 9 , , , cord-325034-oefmb10g 30 10 China China NNP cord-325034-oefmb10g 30 11 , , , cord-325034-oefmb10g 30 12 France France NNP cord-325034-oefmb10g 30 13 , , , cord-325034-oefmb10g 30 14 Germany Germany NNP cord-325034-oefmb10g 30 15 , , , cord-325034-oefmb10g 30 16 Italy Italy NNP cord-325034-oefmb10g 30 17 , , , cord-325034-oefmb10g 30 18 Japan Japan NNP cord-325034-oefmb10g 30 19 , , , cord-325034-oefmb10g 30 20 Spain Spain NNP cord-325034-oefmb10g 30 21 , , , cord-325034-oefmb10g 30 22 Republic Republic NNP cord-325034-oefmb10g 30 23 of of IN cord-325034-oefmb10g 30 24 Korea Korea NNP cord-325034-oefmb10g 30 25 , , , cord-325034-oefmb10g 30 26 and and CC cord-325034-oefmb10g 30 27 USA USA NNP cord-325034-oefmb10g 30 28 ) ) -RRB- cord-325034-oefmb10g 30 29 and and CC cord-325034-oefmb10g 30 30 finds find VBZ cord-325034-oefmb10g 30 31 that that IN cord-325034-oefmb10g 30 32 in in IN cord-325034-oefmb10g 30 33 all all DT cord-325034-oefmb10g 30 34 cases case NNS cord-325034-oefmb10g 30 35 the the DT cord-325034-oefmb10g 30 36 cumulative cumulative JJ cord-325034-oefmb10g 30 37 number number NN cord-325034-oefmb10g 30 38 of of IN cord-325034-oefmb10g 30 39 confirmed confirm VBN cord-325034-oefmb10g 30 40 infected infected JJ cord-325034-oefmb10g 30 41 cases case NNS cord-325034-oefmb10g 30 42 follows follow VBZ cord-325034-oefmb10g 30 43 a a DT cord-325034-oefmb10g 30 44 power power NN cord-325034-oefmb10g 30 45 - - HYPH cord-325034-oefmb10g 30 46 law law NN cord-325034-oefmb10g 30 47 growth growth NN cord-325034-oefmb10g 30 48 . . . cord-325034-oefmb10g 31 1 Moreover moreover RB cord-325034-oefmb10g 31 2 , , , cord-325034-oefmb10g 31 3 by by IN cord-325034-oefmb10g 31 4 using use VBG cord-325034-oefmb10g 31 5 the the DT cord-325034-oefmb10g 31 6 distance distance NN cord-325034-oefmb10g 31 7 correlation correlation NN cord-325034-oefmb10g 31 8 , , , cord-325034-oefmb10g 31 9 the the DT cord-325034-oefmb10g 31 10 power power NN cord-325034-oefmb10g 31 11 - - HYPH cord-325034-oefmb10g 31 12 law law NN cord-325034-oefmb10g 31 13 curves curve NNS cord-325034-oefmb10g 31 14 between between IN cord-325034-oefmb10g 31 15 countries country NNS cord-325034-oefmb10g 31 16 are be VBP cord-325034-oefmb10g 31 17 statistically statistically RB cord-325034-oefmb10g 31 18 highly highly RB cord-325034-oefmb10g 31 19 correlated correlate VBN cord-325034-oefmb10g 31 20 . . . cord-325034-oefmb10g 32 1 The the DT cord-325034-oefmb10g 32 2 authors author NNS cord-325034-oefmb10g 32 3 argue argue VBP cord-325034-oefmb10g 32 4 that that IN cord-325034-oefmb10g 32 5 these these DT cord-325034-oefmb10g 32 6 correlations correlation NNS cord-325034-oefmb10g 32 7 suggest suggest VBP cord-325034-oefmb10g 32 8 the the DT cord-325034-oefmb10g 32 9 universality universality NN cord-325034-oefmb10g 32 10 of of IN cord-325034-oefmb10g 32 11 such such JJ cord-325034-oefmb10g 32 12 curves curve NNS cord-325034-oefmb10g 32 13 around around IN cord-325034-oefmb10g 32 14 the the DT cord-325034-oefmb10g 32 15 world world NN cord-325034-oefmb10g 32 16 . . . cord-325034-oefmb10g 33 1 Regarding regard VBG cord-325034-oefmb10g 33 2 the the DT cord-325034-oefmb10g 33 3 impact impact NN cord-325034-oefmb10g 33 4 of of IN cord-325034-oefmb10g 33 5 the the DT cord-325034-oefmb10g 33 6 countermeasures countermeasure NNS cord-325034-oefmb10g 33 7 , , , cord-325034-oefmb10g 33 8 the the DT cord-325034-oefmb10g 33 9 article article NN cord-325034-oefmb10g 33 10 finds find VBZ cord-325034-oefmb10g 33 11 that that IN cord-325034-oefmb10g 33 12 soft soft JJ cord-325034-oefmb10g 33 13 quarantine quarantine NN cord-325034-oefmb10g 33 14 strategies strategy NNS cord-325034-oefmb10g 33 15 are be VBP cord-325034-oefmb10g 33 16 inefficient inefficient JJ cord-325034-oefmb10g 33 17 to to TO cord-325034-oefmb10g 33 18 flatten flatten VB cord-325034-oefmb10g 33 19 the the DT cord-325034-oefmb10g 33 20 growth growth NN cord-325034-oefmb10g 33 21 curves curve NNS cord-325034-oefmb10g 33 22 . . . cord-325034-oefmb10g 34 1 Among among IN cord-325034-oefmb10g 34 2 the the DT cord-325034-oefmb10g 34 3 most most RBS cord-325034-oefmb10g 34 4 effective effective JJ cord-325034-oefmb10g 34 5 countermeasures countermeasure NNS cord-325034-oefmb10g 34 6 to to TO cord-325034-oefmb10g 34 7 flatten flatten VB cord-325034-oefmb10g 34 8 the the DT cord-325034-oefmb10g 34 9 power power NN cord-325034-oefmb10g 34 10 laws law NNS cord-325034-oefmb10g 34 11 , , , cord-325034-oefmb10g 34 12 the the DT cord-325034-oefmb10g 34 13 authors author NNS cord-325034-oefmb10g 34 14 identify identify VBP cord-325034-oefmb10g 34 15 the the DT cord-325034-oefmb10g 34 16 social social JJ cord-325034-oefmb10g 34 17 distancing distancing NN cord-325034-oefmb10g 34 18 of of IN cord-325034-oefmb10g 34 19 individuals individual NNS cord-325034-oefmb10g 34 20 and and CC cord-325034-oefmb10g 34 21 also also RB cord-325034-oefmb10g 34 22 the the DT cord-325034-oefmb10g 34 23 strategy strategy NN cord-325034-oefmb10g 34 24 of of IN cord-325034-oefmb10g 34 25 identifying identify VBG cord-325034-oefmb10g 34 26 and and CC cord-325034-oefmb10g 34 27 isolating isolate VBG cord-325034-oefmb10g 34 28 infected infected JJ cord-325034-oefmb10g 34 29 individuals individual NNS cord-325034-oefmb10g 34 30 which which WDT cord-325034-oefmb10g 34 31 , , , cord-325034-oefmb10g 34 32 according accord VBG cord-325034-oefmb10g 34 33 to to IN cord-325034-oefmb10g 34 34 the the DT cord-325034-oefmb10g 34 35 authors author NNS cord-325034-oefmb10g 34 36 , , , cord-325034-oefmb10g 34 37 is be VBZ cord-325034-oefmb10g 34 38 the the DT cord-325034-oefmb10g 34 39 best good JJS cord-325034-oefmb10g 34 40 strategy strategy NN cord-325034-oefmb10g 34 41 to to TO cord-325034-oefmb10g 34 42 flatten flatten VB cord-325034-oefmb10g 34 43 the the DT cord-325034-oefmb10g 34 44 curves curve NNS cord-325034-oefmb10g 34 45 . . . cord-325034-oefmb10g 35 1 Zarikas Zarikas NNP cord-325034-oefmb10g 35 2 et et FW cord-325034-oefmb10g 35 3 al al NNP cord-325034-oefmb10g 35 4 . . . cord-325034-oefmb10g 36 1 ( ( -LRB- cord-325034-oefmb10g 36 2 2020 2020 CD cord-325034-oefmb10g 36 3 ) ) -RRB- cord-325034-oefmb10g 36 4 present present VBP cord-325034-oefmb10g 36 5 a a DT cord-325034-oefmb10g 36 6 hierarchical hierarchical JJ cord-325034-oefmb10g 36 7 cluster cluster NN cord-325034-oefmb10g 36 8 analysis analysis NN cord-325034-oefmb10g 36 9 , , , cord-325034-oefmb10g 36 10 in in IN cord-325034-oefmb10g 36 11 which which WDT cord-325034-oefmb10g 36 12 they -PRON- PRP cord-325034-oefmb10g 36 13 analyze analyze VBP cord-325034-oefmb10g 36 14 active active JJ cord-325034-oefmb10g 36 15 cases case NNS cord-325034-oefmb10g 36 16 , , , cord-325034-oefmb10g 36 17 active active JJ cord-325034-oefmb10g 36 18 cases case NNS cord-325034-oefmb10g 36 19 per per IN cord-325034-oefmb10g 36 20 population population NN cord-325034-oefmb10g 36 21 and and CC cord-325034-oefmb10g 36 22 active active JJ cord-325034-oefmb10g 36 23 cases case NNS cord-325034-oefmb10g 36 24 per per IN cord-325034-oefmb10g 36 25 population population NN cord-325034-oefmb10g 36 26 and and CC cord-325034-oefmb10g 36 27 per per IN cord-325034-oefmb10g 36 28 area area NN cord-325034-oefmb10g 36 29 based base VBN cord-325034-oefmb10g 36 30 on on IN cord-325034-oefmb10g 36 31 Johns Johns NNP cord-325034-oefmb10g 36 32 Hopkins Hopkins NNP cord-325034-oefmb10g 36 33 epidemiological epidemiological JJ cord-325034-oefmb10g 36 34 data datum NNS cord-325034-oefmb10g 36 35 . . . cord-325034-oefmb10g 37 1 The the DT cord-325034-oefmb10g 37 2 analysis analysis NN cord-325034-oefmb10g 37 3 identifies identify VBZ cord-325034-oefmb10g 37 4 four four CD cord-325034-oefmb10g 37 5 different different JJ cord-325034-oefmb10g 37 6 shapes shape NNS cord-325034-oefmb10g 37 7 in in IN cord-325034-oefmb10g 37 8 the the DT cord-325034-oefmb10g 37 9 evolution evolution NN cord-325034-oefmb10g 37 10 rate rate NN cord-325034-oefmb10g 37 11 of of IN cord-325034-oefmb10g 37 12 COVID-19 COVID-19 NNP cord-325034-oefmb10g 37 13 . . . cord-325034-oefmb10g 38 1 The the DT cord-325034-oefmb10g 38 2 first first JJ cord-325034-oefmb10g 38 3 shape shape NN cord-325034-oefmb10g 38 4 corresponds correspond VBZ cord-325034-oefmb10g 38 5 to to IN cord-325034-oefmb10g 38 6 China China NNP cord-325034-oefmb10g 38 7 , , , cord-325034-oefmb10g 38 8 which which WDT cord-325034-oefmb10g 38 9 characterizes characterize VBZ cord-325034-oefmb10g 38 10 by by IN cord-325034-oefmb10g 38 11 a a DT cord-325034-oefmb10g 38 12 sharp sharp JJ cord-325034-oefmb10g 38 13 increase increase NN cord-325034-oefmb10g 38 14 during during IN cord-325034-oefmb10g 38 15 the the DT cord-325034-oefmb10g 38 16 first first JJ cord-325034-oefmb10g 38 17 21 21 CD cord-325034-oefmb10g 38 18 days day NNS cord-325034-oefmb10g 38 19 and and CC cord-325034-oefmb10g 38 20 then then RB cord-325034-oefmb10g 38 21 a a DT cord-325034-oefmb10g 38 22 flattening flattening NN cord-325034-oefmb10g 38 23 of of IN cord-325034-oefmb10g 38 24 the the DT cord-325034-oefmb10g 38 25 curve2 curve2 NN cord-325034-oefmb10g 38 26 . . . cord-325034-oefmb10g 39 1 The the DT cord-325034-oefmb10g 39 2 second second JJ cord-325034-oefmb10g 39 3 shape shape NN cord-325034-oefmb10g 39 4 corresponds correspond VBZ cord-325034-oefmb10g 39 5 to to IN cord-325034-oefmb10g 39 6 South South NNP cord-325034-oefmb10g 39 7 Korea Korea NNP cord-325034-oefmb10g 39 8 , , , cord-325034-oefmb10g 39 9 which which WDT cord-325034-oefmb10g 39 10 is be VBZ cord-325034-oefmb10g 39 11 similar similar JJ cord-325034-oefmb10g 39 12 to to IN cord-325034-oefmb10g 39 13 the the DT cord-325034-oefmb10g 39 14 China´s china´s JJ cord-325034-oefmb10g 39 15 shape shape NN cord-325034-oefmb10g 39 16 but but CC cord-325034-oefmb10g 39 17 with with IN cord-325034-oefmb10g 39 18 a a DT cord-325034-oefmb10g 39 19 lower low JJR cord-325034-oefmb10g 39 20 number number NN cord-325034-oefmb10g 39 21 of of IN cord-325034-oefmb10g 39 22 cases case NNS cord-325034-oefmb10g 39 23 . . . cord-325034-oefmb10g 40 1 The the DT cord-325034-oefmb10g 40 2 third third JJ cord-325034-oefmb10g 40 3 shape shape NN cord-325034-oefmb10g 40 4 is be VBZ cord-325034-oefmb10g 40 5 associated associate VBN cord-325034-oefmb10g 40 6 to to IN cord-325034-oefmb10g 40 7 the the DT cord-325034-oefmb10g 40 8 countries country NNS cord-325034-oefmb10g 40 9 where where WRB cord-325034-oefmb10g 40 10 the the DT cord-325034-oefmb10g 40 11 cases case NNS cord-325034-oefmb10g 40 12 appeared appear VBD cord-325034-oefmb10g 40 13 early early RB cord-325034-oefmb10g 40 14 , , , cord-325034-oefmb10g 40 15 but but CC cord-325034-oefmb10g 40 16 they -PRON- PRP cord-325034-oefmb10g 40 17 have have VBP cord-325034-oefmb10g 40 18 a a DT cord-325034-oefmb10g 40 19 low low JJ cord-325034-oefmb10g 40 20 number number NN cord-325034-oefmb10g 40 21 of of IN cord-325034-oefmb10g 40 22 cases case NNS cord-325034-oefmb10g 40 23 ( ( -LRB- cord-325034-oefmb10g 40 24 for for IN cord-325034-oefmb10g 40 25 example example NN cord-325034-oefmb10g 40 26 , , , cord-325034-oefmb10g 40 27 Vietnam Vietnam NNP cord-325034-oefmb10g 40 28 , , , cord-325034-oefmb10g 40 29 Thailand Thailand NNP cord-325034-oefmb10g 40 30 , , , cord-325034-oefmb10g 40 31 Japan Japan NNP cord-325034-oefmb10g 40 32 , , , cord-325034-oefmb10g 40 33 Japan Japan NNP cord-325034-oefmb10g 40 34 , , , cord-325034-oefmb10g 40 35 Singapore Singapore NNP cord-325034-oefmb10g 40 36 or or CC cord-325034-oefmb10g 40 37 Nepal Nepal NNP cord-325034-oefmb10g 40 38 ) ) -RRB- cord-325034-oefmb10g 40 39 . . . cord-325034-oefmb10g 41 1 Finally finally RB cord-325034-oefmb10g 41 2 , , , cord-325034-oefmb10g 41 3 the the DT cord-325034-oefmb10g 41 4 fourth fourth JJ cord-325034-oefmb10g 41 5 shape shape NN cord-325034-oefmb10g 41 6 corresponds correspond VBZ cord-325034-oefmb10g 41 7 to to IN cord-325034-oefmb10g 41 8 countries country NNS cord-325034-oefmb10g 41 9 in in IN cord-325034-oefmb10g 41 10 which which WDT cord-325034-oefmb10g 41 11 the the DT cord-325034-oefmb10g 41 12 cases case NNS cord-325034-oefmb10g 41 13 arose arise VBD cord-325034-oefmb10g 41 14 since since IN cord-325034-oefmb10g 41 15 several several JJ cord-325034-oefmb10g 41 16 days day NNS cord-325034-oefmb10g 41 17 , , , cord-325034-oefmb10g 41 18 but but CC cord-325034-oefmb10g 41 19 the the DT cord-325034-oefmb10g 41 20 sharp sharp JJ cord-325034-oefmb10g 41 21 increase increase NN cord-325034-oefmb10g 41 22 occurred occur VBD cord-325034-oefmb10g 41 23 very very RB cord-325034-oefmb10g 41 24 recently recently RB cord-325034-oefmb10g 41 25 and and CC cord-325034-oefmb10g 41 26 the the DT cord-325034-oefmb10g 41 27 number number NN cord-325034-oefmb10g 41 28 of of IN cord-325034-oefmb10g 41 29 cases case NNS cord-325034-oefmb10g 41 30 during during IN cord-325034-oefmb10g 41 31 last last JJ cord-325034-oefmb10g 41 32 day day NN cord-325034-oefmb10g 41 33 was be VBD cord-325034-oefmb10g 41 34 very very RB cord-325034-oefmb10g 41 35 high high JJ cord-325034-oefmb10g 41 36 ( ( -LRB- cord-325034-oefmb10g 41 37 for for IN cord-325034-oefmb10g 41 38 example example NN cord-325034-oefmb10g 41 39 , , , cord-325034-oefmb10g 41 40 USA USA NNP cord-325034-oefmb10g 41 41 , , , cord-325034-oefmb10g 41 42 France France NNP cord-325034-oefmb10g 41 43 , , , cord-325034-oefmb10g 41 44 Germany Germany NNP cord-325034-oefmb10g 41 45 , , , cord-325034-oefmb10g 41 46 Italy Italy NNP cord-325034-oefmb10g 41 47 , , , cord-325034-oefmb10g 41 48 UK UK NNP cord-325034-oefmb10g 41 49 , , , cord-325034-oefmb10g 41 50 Spain Spain NNP cord-325034-oefmb10g 41 51 , , , cord-325034-oefmb10g 41 52 Iran Iran NNP cord-325034-oefmb10g 41 53 , , , cord-325034-oefmb10g 41 54 Canada Canada NNP cord-325034-oefmb10g 41 55 or or CC cord-325034-oefmb10g 41 56 Israel Israel NNP cord-325034-oefmb10g 41 57 . . . cord-325034-oefmb10g 42 1 Important important JJ cord-325034-oefmb10g 42 2 to to TO cord-325034-oefmb10g 42 3 note note VB cord-325034-oefmb10g 42 4 , , , cord-325034-oefmb10g 42 5 as as IN cord-325034-oefmb10g 42 6 the the DT cord-325034-oefmb10g 42 7 authors author NNS cord-325034-oefmb10g 42 8 suggest suggest VBP cord-325034-oefmb10g 42 9 , , , cord-325034-oefmb10g 42 10 that that IN cord-325034-oefmb10g 42 11 the the DT cord-325034-oefmb10g 42 12 surface surface NN cord-325034-oefmb10g 42 13 area area NN cord-325034-oefmb10g 42 14 of of IN cord-325034-oefmb10g 42 15 each each DT cord-325034-oefmb10g 42 16 country country NN cord-325034-oefmb10g 42 17 is be VBZ cord-325034-oefmb10g 42 18 a a DT cord-325034-oefmb10g 42 19 parameter parameter NN cord-325034-oefmb10g 42 20 influencing influence VBG cord-325034-oefmb10g 42 21 the the DT cord-325034-oefmb10g 42 22 criticality criticality NN cord-325034-oefmb10g 42 23 of of IN cord-325034-oefmb10g 42 24 the the DT cord-325034-oefmb10g 42 25 situation situation NN cord-325034-oefmb10g 42 26 , , , cord-325034-oefmb10g 42 27 i.e. i.e. FW cord-325034-oefmb10g 42 28 geography geography NN cord-325034-oefmb10g 42 29 matters matter NNS cord-325034-oefmb10g 42 30 . . . cord-325034-oefmb10g 43 1 Chandu Chandu NNP cord-325034-oefmb10g 43 2 ( ( -LRB- cord-325034-oefmb10g 43 3 2020 2020 CD cord-325034-oefmb10g 43 4 ) ) -RRB- cord-325034-oefmb10g 43 5 utilizes utilize VBZ cord-325034-oefmb10g 43 6 a a DT cord-325034-oefmb10g 43 7 K k NN cord-325034-oefmb10g 43 8 - - HYPH cord-325034-oefmb10g 43 9 means mean NNS cord-325034-oefmb10g 43 10 clustering clustering NN cord-325034-oefmb10g 43 11 algorithm algorithm NN cord-325034-oefmb10g 43 12 to to TO cord-325034-oefmb10g 43 13 analyze analyze VB cord-325034-oefmb10g 43 14 89 89 CD cord-325034-oefmb10g 43 15 countries country NNS cord-325034-oefmb10g 43 16 with with IN cord-325034-oefmb10g 43 17 at at RB cord-325034-oefmb10g 43 18 least least JJS cord-325034-oefmb10g 43 19 1000 1000 CD cord-325034-oefmb10g 43 20 confirmed confirm VBD cord-325034-oefmb10g 43 21 positive positive JJ cord-325034-oefmb10g 43 22 cases case NNS cord-325034-oefmb10g 43 23 . . . cord-325034-oefmb10g 44 1 The the DT cord-325034-oefmb10g 44 2 algorithm algorithm NN cord-325034-oefmb10g 44 3 groups group VBZ cord-325034-oefmb10g 44 4 the the DT cord-325034-oefmb10g 44 5 countries country NNS cord-325034-oefmb10g 44 6 into into IN cord-325034-oefmb10g 44 7 two two CD cord-325034-oefmb10g 44 8 main main JJ cord-325034-oefmb10g 44 9 clusters cluster NNS cord-325034-oefmb10g 44 10 . . . cord-325034-oefmb10g 45 1 The the DT cord-325034-oefmb10g 45 2 Americas Americas NNPS cord-325034-oefmb10g 45 3 , , , cord-325034-oefmb10g 45 4 European european JJ cord-325034-oefmb10g 45 5 countries country NNS cord-325034-oefmb10g 45 6 , , , cord-325034-oefmb10g 45 7 and and CC cord-325034-oefmb10g 45 8 Australia Australia NNP cord-325034-oefmb10g 45 9 were be VBD cord-325034-oefmb10g 45 10 members member NNS cord-325034-oefmb10g 45 11 of of IN cord-325034-oefmb10g 45 12 the the DT cord-325034-oefmb10g 45 13 same same JJ cord-325034-oefmb10g 45 14 cluster cluster NN cord-325034-oefmb10g 45 15 , , , cord-325034-oefmb10g 45 16 which which WDT cord-325034-oefmb10g 45 17 is be VBZ cord-325034-oefmb10g 45 18 characterized characterize VBN cord-325034-oefmb10g 45 19 by by IN cord-325034-oefmb10g 45 20 high high JJ cord-325034-oefmb10g 45 21 COVID-19 COVID-19 NNP cord-325034-oefmb10g 45 22 case case NN cord-325034-oefmb10g 45 23 fatality fatality NN cord-325034-oefmb10g 45 24 rate rate NN cord-325034-oefmb10g 45 25 , , , cord-325034-oefmb10g 45 26 higher high JJR cord-325034-oefmb10g 45 27 proportion proportion NN cord-325034-oefmb10g 45 28 of of IN cord-325034-oefmb10g 45 29 country country NN cord-325034-oefmb10g 45 30 's 's POS cord-325034-oefmb10g 45 31 population population NN cord-325034-oefmb10g 45 32 tested test VBD cord-325034-oefmb10g 45 33 COVID-19 COVID-19 NNP cord-325034-oefmb10g 45 34 positive positive JJ cord-325034-oefmb10g 45 35 , , , cord-325034-oefmb10g 45 36 higher high JJR cord-325034-oefmb10g 45 37 percentage percentage NN cord-325034-oefmb10g 45 38 of of IN cord-325034-oefmb10g 45 39 GDP gdp NN cord-325034-oefmb10g 45 40 spent spend VBN cord-325034-oefmb10g 45 41 as as IN cord-325034-oefmb10g 45 42 public public JJ cord-325034-oefmb10g 45 43 health health NN cord-325034-oefmb10g 45 44 expenditure expenditure NN cord-325034-oefmb10g 45 45 , , , cord-325034-oefmb10g 45 46 and and CC cord-325034-oefmb10g 45 47 greater great JJR cord-325034-oefmb10g 45 48 percentage percentage NN cord-325034-oefmb10g 45 49 of of IN cord-325034-oefmb10g 45 50 population population NN cord-325034-oefmb10g 45 51 being be VBG cord-325034-oefmb10g 45 52 more more JJR cord-325034-oefmb10g 45 53 than than IN cord-325034-oefmb10g 45 54 65 65 CD cord-325034-oefmb10g 45 55 years year NNS cord-325034-oefmb10g 45 56 of of IN cord-325034-oefmb10g 45 57 age age NN cord-325034-oefmb10g 45 58 . . . cord-325034-oefmb10g 46 1 Rojas Rojas NNP cord-325034-oefmb10g 46 2 et et NNP cord-325034-oefmb10g 46 3 al al NNP cord-325034-oefmb10g 46 4 . . . cord-325034-oefmb10g 47 1 ( ( -LRB- cord-325034-oefmb10g 47 2 2020 2020 CD cord-325034-oefmb10g 47 3 ) ) -RRB- cord-325034-oefmb10g 47 4 present present VBP cord-325034-oefmb10g 47 5 an an DT cord-325034-oefmb10g 47 6 analysis analysis NN cord-325034-oefmb10g 47 7 of of IN cord-325034-oefmb10g 47 8 the the DT cord-325034-oefmb10g 47 9 states state NNS cord-325034-oefmb10g 47 10 of of IN cord-325034-oefmb10g 47 11 the the DT cord-325034-oefmb10g 47 12 United United NNP cord-325034-oefmb10g 47 13 States States NNP cord-325034-oefmb10g 47 14 with with IN cord-325034-oefmb10g 47 15 the the DT cord-325034-oefmb10g 47 16 aim aim NN cord-325034-oefmb10g 47 17 of of IN cord-325034-oefmb10g 47 18 measuring measure VBG cord-325034-oefmb10g 47 19 the the DT cord-325034-oefmb10g 47 20 similarity similarity NN cord-325034-oefmb10g 47 21 of of IN cord-325034-oefmb10g 47 22 COVID-19 COVID-19 NNP cord-325034-oefmb10g 47 23 time time NN cord-325034-oefmb10g 47 24 series series NNP cord-325034-oefmb10g 47 25 . . . cord-325034-oefmb10g 48 1 In in IN cord-325034-oefmb10g 48 2 the the DT cord-325034-oefmb10g 48 3 proposed propose VBN cord-325034-oefmb10g 48 4 methodology methodology NN cord-325034-oefmb10g 48 5 , , , cord-325034-oefmb10g 48 6 infected infected JJ cord-325034-oefmb10g 48 7 and and CC cord-325034-oefmb10g 48 8 deceased deceased JJ cord-325034-oefmb10g 48 9 persona persona NN cord-325034-oefmb10g 48 10 are be VBP cord-325034-oefmb10g 48 11 jointly jointly RB cord-325034-oefmb10g 48 12 analyze analyze VB cord-325034-oefmb10g 48 13 and and CC cord-325034-oefmb10g 48 14 the the DT cord-325034-oefmb10g 48 15 similarity similarity NN cord-325034-oefmb10g 48 16 between between IN cord-325034-oefmb10g 48 17 time time NN cord-325034-oefmb10g 48 18 series series NNP cord-325034-oefmb10g 48 19 is be VBZ cord-325034-oefmb10g 48 20 measured measure VBN cord-325034-oefmb10g 48 21 through through IN cord-325034-oefmb10g 48 22 the the DT cord-325034-oefmb10g 48 23 dynamic dynamic JJ cord-325034-oefmb10g 48 24 time time NN cord-325034-oefmb10g 48 25 warping warp VBG cord-325034-oefmb10g 48 26 distance distance NN cord-325034-oefmb10g 48 27 ( ( -LRB- cord-325034-oefmb10g 48 28 an an DT cord-325034-oefmb10g 48 29 extension extension NN cord-325034-oefmb10g 48 30 of of IN cord-325034-oefmb10g 48 31 the the DT cord-325034-oefmb10g 48 32 Euclidean euclidean JJ cord-325034-oefmb10g 48 33 distance distance NN cord-325034-oefmb10g 48 34 ) ) -RRB- cord-325034-oefmb10g 48 35 and and CC cord-325034-oefmb10g 48 36 nine nine CD cord-325034-oefmb10g 48 37 different different JJ cord-325034-oefmb10g 48 38 clusters cluster NNS cord-325034-oefmb10g 48 39 are be VBP cord-325034-oefmb10g 48 40 obtained obtain VBN cord-325034-oefmb10g 48 41 , , , cord-325034-oefmb10g 48 42 showing show VBG cord-325034-oefmb10g 48 43 a a DT cord-325034-oefmb10g 48 44 different different JJ cord-325034-oefmb10g 48 45 pattern pattern NN cord-325034-oefmb10g 48 46 in in IN cord-325034-oefmb10g 48 47 the the DT cord-325034-oefmb10g 48 48 eastern eastern JJ cord-325034-oefmb10g 48 49 region region NN cord-325034-oefmb10g 48 50 and and CC cord-325034-oefmb10g 48 51 western western JJ cord-325034-oefmb10g 48 52 region region NN cord-325034-oefmb10g 48 53 of of IN cord-325034-oefmb10g 48 54 the the DT cord-325034-oefmb10g 48 55 United United NNP cord-325034-oefmb10g 48 56 States States NNP cord-325034-oefmb10g 48 57 . . . cord-325034-oefmb10g 49 1 In in IN cord-325034-oefmb10g 49 2 this this DT cord-325034-oefmb10g 49 3 article article NN cord-325034-oefmb10g 49 4 we -PRON- PRP cord-325034-oefmb10g 49 5 use use VBP cord-325034-oefmb10g 49 6 non non JJ cord-325034-oefmb10g 49 7 - - JJ cord-325034-oefmb10g 49 8 parametric parametric JJ cord-325034-oefmb10g 49 9 techniques technique NNS cord-325034-oefmb10g 49 10 ( ( -LRB- cord-325034-oefmb10g 49 11 HT HT NNP cord-325034-oefmb10g 49 12 and and CC cord-325034-oefmb10g 49 13 MST MST NNP cord-325034-oefmb10g 49 14 ) ) -RRB- cord-325034-oefmb10g 49 15 with with IN cord-325034-oefmb10g 49 16 the the DT cord-325034-oefmb10g 49 17 aim aim NN cord-325034-oefmb10g 49 18 of of IN cord-325034-oefmb10g 49 19 identifying identify VBG cord-325034-oefmb10g 49 20 groups group NNS cord-325034-oefmb10g 49 21 of of IN cord-325034-oefmb10g 49 22 countries country NNS cord-325034-oefmb10g 49 23 with with IN cord-325034-oefmb10g 49 24 a a DT cord-325034-oefmb10g 49 25 similar similar JJ cord-325034-oefmb10g 49 26 spread spread NN cord-325034-oefmb10g 49 27 of of IN cord-325034-oefmb10g 49 28 the the DT cord-325034-oefmb10g 49 29 coronavirus coronavirus NN cord-325034-oefmb10g 49 30 . . . cord-325034-oefmb10g 50 1 The the DT cord-325034-oefmb10g 50 2 variable variable NN cord-325034-oefmb10g 50 3 of of IN cord-325034-oefmb10g 50 4 interest interest NN cord-325034-oefmb10g 50 5 is be VBZ cord-325034-oefmb10g 50 6 the the DT cord-325034-oefmb10g 50 7 number number NN cord-325034-oefmb10g 50 8 of of IN cord-325034-oefmb10g 50 9 daily daily JJ cord-325034-oefmb10g 50 10 infections infection NNS cord-325034-oefmb10g 50 11 per per IN cord-325034-oefmb10g 50 12 country country NN cord-325034-oefmb10g 50 13 . . . cord-325034-oefmb10g 51 1 The the DT cord-325034-oefmb10g 51 2 remainder remainder NN cord-325034-oefmb10g 51 3 of of IN cord-325034-oefmb10g 51 4 this this DT cord-325034-oefmb10g 51 5 paper paper NN cord-325034-oefmb10g 51 6 is be VBZ cord-325034-oefmb10g 51 7 organized organize VBN cord-325034-oefmb10g 51 8 as as IN cord-325034-oefmb10g 51 9 follows follow NNS cord-325034-oefmb10g 51 10 . . . cord-325034-oefmb10g 52 1 In in IN cord-325034-oefmb10g 52 2 section section NN cord-325034-oefmb10g 52 3 2 2 CD cord-325034-oefmb10g 52 4 , , , cord-325034-oefmb10g 52 5 the the DT cord-325034-oefmb10g 52 6 methodology methodology NN cord-325034-oefmb10g 52 7 of of IN cord-325034-oefmb10g 52 8 this this DT cord-325034-oefmb10g 52 9 paper paper NN cord-325034-oefmb10g 52 10 is be VBZ cord-325034-oefmb10g 52 11 presented present VBN cord-325034-oefmb10g 52 12 : : : cord-325034-oefmb10g 52 13 Hierarchical hierarchical JJ cord-325034-oefmb10g 52 14 Trees tree NNS cord-325034-oefmb10g 52 15 ( ( -LRB- cord-325034-oefmb10g 52 16 HT HT NNP cord-325034-oefmb10g 52 17 ) ) -RRB- cord-325034-oefmb10g 52 18 and and CC cord-325034-oefmb10g 52 19 the the DT cord-325034-oefmb10g 52 20 Minimum Minimum NNP cord-325034-oefmb10g 52 21 Spanning Spanning NNP cord-325034-oefmb10g 52 22 Trees Trees NNP cord-325034-oefmb10g 52 23 ( ( -LRB- cord-325034-oefmb10g 52 24 MST MST NNP cord-325034-oefmb10g 52 25 ) ) -RRB- cord-325034-oefmb10g 52 26 . . . cord-325034-oefmb10g 53 1 Section section NN cord-325034-oefmb10g 53 2 3 3 CD cord-325034-oefmb10g 53 3 introduces introduce VBZ cord-325034-oefmb10g 53 4 the the DT cord-325034-oefmb10g 53 5 data datum NNS cord-325034-oefmb10g 53 6 , , , cord-325034-oefmb10g 53 7 whereas whereas IN cord-325034-oefmb10g 53 8 section section NN cord-325034-oefmb10g 53 9 4 4 CD cord-325034-oefmb10g 53 10 presents present VBZ cord-325034-oefmb10g 53 11 the the DT cord-325034-oefmb10g 53 12 empirical empirical JJ cord-325034-oefmb10g 53 13 results result NNS cord-325034-oefmb10g 53 14 . . . cord-325034-oefmb10g 54 1 The the DT cord-325034-oefmb10g 54 2 final final JJ cord-325034-oefmb10g 54 3 section section NN cord-325034-oefmb10g 54 4 5 5 CD cord-325034-oefmb10g 54 5 draws draw VBZ cord-325034-oefmb10g 54 6 the the DT cord-325034-oefmb10g 54 7 conclusions conclusion NNS cord-325034-oefmb10g 54 8 . . . cord-325034-oefmb10g 55 1 Following follow VBG cord-325034-oefmb10g 55 2 the the DT cord-325034-oefmb10g 55 3 methodology methodology NN cord-325034-oefmb10g 55 4 developed develop VBN cord-325034-oefmb10g 55 5 by by IN cord-325034-oefmb10g 55 6 Mantegna Mantegna NNP cord-325034-oefmb10g 55 7 ( ( -LRB- cord-325034-oefmb10g 55 8 1999 1999 CD cord-325034-oefmb10g 55 9 ) ) -RRB- cord-325034-oefmb10g 55 10 , , , cord-325034-oefmb10g 55 11 in in IN cord-325034-oefmb10g 55 12 this this DT cord-325034-oefmb10g 55 13 study study NN cord-325034-oefmb10g 55 14 the the DT cord-325034-oefmb10g 55 15 coronavirus coronavirus NN cord-325034-oefmb10g 55 16 propagation propagation NN cord-325034-oefmb10g 55 17 is be VBZ cord-325034-oefmb10g 55 18 formulated formulate VBN cord-325034-oefmb10g 55 19 as as IN cord-325034-oefmb10g 55 20 a a DT cord-325034-oefmb10g 55 21 network network NN cord-325034-oefmb10g 55 22 problem problem NN cord-325034-oefmb10g 55 23 , , , cord-325034-oefmb10g 55 24 where where WRB cord-325034-oefmb10g 55 25 each each DT cord-325034-oefmb10g 55 26 country country NN cord-325034-oefmb10g 55 27 would would MD cord-325034-oefmb10g 55 28 be be VB cord-325034-oefmb10g 55 29 represented represent VBN cord-325034-oefmb10g 55 30 as as IN cord-325034-oefmb10g 55 31 a a DT cord-325034-oefmb10g 55 32 node node NN cord-325034-oefmb10g 55 33 , , , cord-325034-oefmb10g 55 34 and and CC cord-325034-oefmb10g 55 35 the the DT cord-325034-oefmb10g 55 36 relationship relationship NN cord-325034-oefmb10g 55 37 between between IN cord-325034-oefmb10g 55 38 each each DT cord-325034-oefmb10g 55 39 pair pair NN cord-325034-oefmb10g 55 40 of of IN cord-325034-oefmb10g 55 41 countries country NNS cord-325034-oefmb10g 55 42 as as IN cord-325034-oefmb10g 55 43 a a DT cord-325034-oefmb10g 55 44 link link NN cord-325034-oefmb10g 55 45 . . . cord-325034-oefmb10g 56 1 Thus thus RB cord-325034-oefmb10g 56 2 , , , cord-325034-oefmb10g 56 3 the the DT cord-325034-oefmb10g 56 4 spread spread NN cord-325034-oefmb10g 56 5 of of IN cord-325034-oefmb10g 56 6 coronavirus coronavirus NN cord-325034-oefmb10g 56 7 would would MD cord-325034-oefmb10g 56 8 be be VB cord-325034-oefmb10g 56 9 a a DT cord-325034-oefmb10g 56 10 complex complex JJ cord-325034-oefmb10g 56 11 network network NN cord-325034-oefmb10g 56 12 of of IN cord-325034-oefmb10g 56 13 mutually mutually RB cord-325034-oefmb10g 56 14 interacting interact VBG cord-325034-oefmb10g 56 15 nodes node NNS cord-325034-oefmb10g 56 16 and and CC cord-325034-oefmb10g 56 17 each each DT cord-325034-oefmb10g 56 18 link link NN cord-325034-oefmb10g 56 19 would would MD cord-325034-oefmb10g 56 20 represent represent VB cord-325034-oefmb10g 56 21 how how WRB cord-325034-oefmb10g 56 22 similar similar JJ cord-325034-oefmb10g 56 23 is be VBZ cord-325034-oefmb10g 56 24 the the DT cord-325034-oefmb10g 56 25 coronavirus coronavirus NN cord-325034-oefmb10g 56 26 dynamics dynamic NNS cord-325034-oefmb10g 56 27 between between IN cord-325034-oefmb10g 56 28 any any DT cord-325034-oefmb10g 56 29 pair pair NN cord-325034-oefmb10g 56 30 of of IN cord-325034-oefmb10g 56 31 countries country NNS cord-325034-oefmb10g 56 32 . . . cord-325034-oefmb10g 57 1 The the DT cord-325034-oefmb10g 57 2 Minimal minimal JJ cord-325034-oefmb10g 57 3 Spanning spanning NN cord-325034-oefmb10g 57 4 Tree tree NN cord-325034-oefmb10g 57 5 ( ( -LRB- cord-325034-oefmb10g 57 6 MST MST NNP cord-325034-oefmb10g 57 7 ) ) -RRB- cord-325034-oefmb10g 57 8 graphs graph NNS cord-325034-oefmb10g 57 9 were be VBD cord-325034-oefmb10g 57 10 introduced introduce VBN cord-325034-oefmb10g 57 11 by by IN cord-325034-oefmb10g 57 12 Kruskal Kruskal NNP cord-325034-oefmb10g 57 13 in in IN cord-325034-oefmb10g 57 14 graph graph NN cord-325034-oefmb10g 57 15 theory theory NN cord-325034-oefmb10g 58 1 ( ( -LRB- cord-325034-oefmb10g 58 2 Kruskal Kruskal NNP cord-325034-oefmb10g 58 3 , , , cord-325034-oefmb10g 58 4 1956 1956 CD cord-325034-oefmb10g 58 5 ) ) -RRB- cord-325034-oefmb10g 58 6 , , , cord-325034-oefmb10g 58 7 but but CC cord-325034-oefmb10g 58 8 they -PRON- PRP cord-325034-oefmb10g 58 9 started start VBD cord-325034-oefmb10g 58 10 to to TO cord-325034-oefmb10g 58 11 be be VB cord-325034-oefmb10g 58 12 utilized utilize VBN cord-325034-oefmb10g 58 13 in in IN cord-325034-oefmb10g 58 14 the the DT cord-325034-oefmb10g 58 15 realm realm NN cord-325034-oefmb10g 58 16 of of IN cord-325034-oefmb10g 58 17 Econophysics Econophysics NNP cord-325034-oefmb10g 58 18 due due JJ cord-325034-oefmb10g 58 19 to to IN cord-325034-oefmb10g 58 20 the the DT cord-325034-oefmb10g 58 21 work work NN cord-325034-oefmb10g 58 22 of of IN cord-325034-oefmb10g 58 23 Mantegna Mantegna NNP cord-325034-oefmb10g 58 24 ( ( -LRB- cord-325034-oefmb10g 58 25 1999 1999 CD cord-325034-oefmb10g 58 26 ) ) -RRB- cord-325034-oefmb10g 58 27 , , , cord-325034-oefmb10g 58 28 who who WP cord-325034-oefmb10g 58 29 utilized utilize VBD cord-325034-oefmb10g 58 30 the the DT cord-325034-oefmb10g 58 31 MST MST NNP cord-325034-oefmb10g 58 32 applied apply VBD cord-325034-oefmb10g 58 33 to to IN cord-325034-oefmb10g 58 34 time time NNP cord-325034-oefmb10g 58 35 series series NNP cord-325034-oefmb10g 58 36 data datum NNS cord-325034-oefmb10g 58 37 to to TO cord-325034-oefmb10g 58 38 analyze analyze VB cord-325034-oefmb10g 58 39 stock stock NN cord-325034-oefmb10g 58 40 market market NN cord-325034-oefmb10g 58 41 correlations correlation NNS cord-325034-oefmb10g 58 42 . . . cord-325034-oefmb10g 59 1 The the DT cord-325034-oefmb10g 59 2 clustering clustering NN cord-325034-oefmb10g 59 3 process process NN cord-325034-oefmb10g 59 4 used use VBN cord-325034-oefmb10g 59 5 to to TO cord-325034-oefmb10g 59 6 form form VB cord-325034-oefmb10g 59 7 the the DT cord-325034-oefmb10g 59 8 MST MST NNP cord-325034-oefmb10g 59 9 is be VBZ cord-325034-oefmb10g 59 10 known know VBN cord-325034-oefmb10g 59 11 in in IN cord-325034-oefmb10g 59 12 cluster cluster NN cord-325034-oefmb10g 59 13 analysis analysis NN cord-325034-oefmb10g 59 14 as as IN cord-325034-oefmb10g 59 15 the the DT cord-325034-oefmb10g 59 16 single single JJ cord-325034-oefmb10g 59 17 - - HYPH cord-325034-oefmb10g 59 18 linkage linkage NN cord-325034-oefmb10g 59 19 clustering clustering NN cord-325034-oefmb10g 59 20 method method NN cord-325034-oefmb10g 59 21 . . . cord-325034-oefmb10g 60 1 The the DT cord-325034-oefmb10g 60 2 main main JJ cord-325034-oefmb10g 60 3 advantage advantage NN cord-325034-oefmb10g 60 4 of of IN cord-325034-oefmb10g 60 5 the the DT cord-325034-oefmb10g 60 6 MST MST NNP cord-325034-oefmb10g 60 7 is be VBZ cord-325034-oefmb10g 60 8 that that IN cord-325034-oefmb10g 60 9 it -PRON- PRP cord-325034-oefmb10g 60 10 simplifies simplify VBZ cord-325034-oefmb10g 60 11 comparisons comparison NNS cord-325034-oefmb10g 60 12 by by IN cord-325034-oefmb10g 60 13 reducing reduce VBG cord-325034-oefmb10g 60 14 the the DT cord-325034-oefmb10g 60 15 number number NN cord-325034-oefmb10g 60 16 of of IN cord-325034-oefmb10g 60 17 elements element NNS cord-325034-oefmb10g 60 18 that that WDT cord-325034-oefmb10g 60 19 must must MD cord-325034-oefmb10g 60 20 be be VB cord-325034-oefmb10g 60 21 analyzed analyze VBN cord-325034-oefmb10g 60 22 . . . cord-325034-oefmb10g 61 1 Moreover moreover RB cord-325034-oefmb10g 61 2 , , , cord-325034-oefmb10g 61 3 since since IN cord-325034-oefmb10g 61 4 MST MST NNP cord-325034-oefmb10g 61 5 selects select VBZ cord-325034-oefmb10g 61 6 the the DT cord-325034-oefmb10g 61 7 strongest strong JJS cord-325034-oefmb10g 61 8 relationships relationship NNS cord-325034-oefmb10g 61 9 among among IN cord-325034-oefmb10g 61 10 network network NN cord-325034-oefmb10g 61 11 nodes node NNS cord-325034-oefmb10g 61 12 , , , cord-325034-oefmb10g 61 13 it -PRON- PRP cord-325034-oefmb10g 61 14 condenses condense VBZ cord-325034-oefmb10g 61 15 the the DT cord-325034-oefmb10g 61 16 core core NN cord-325034-oefmb10g 61 17 information information NN cord-325034-oefmb10g 61 18 on on IN cord-325034-oefmb10g 61 19 the the DT cord-325034-oefmb10g 61 20 global global JJ cord-325034-oefmb10g 61 21 structure structure NN cord-325034-oefmb10g 61 22 of of IN cord-325034-oefmb10g 61 23 the the DT cord-325034-oefmb10g 61 24 network network NN cord-325034-oefmb10g 61 25 . . . cord-325034-oefmb10g 62 1 Thus thus RB cord-325034-oefmb10g 62 2 , , , cord-325034-oefmb10g 62 3 the the DT cord-325034-oefmb10g 62 4 general general JJ cord-325034-oefmb10g 62 5 characteristics characteristic NNS cord-325034-oefmb10g 62 6 of of IN cord-325034-oefmb10g 62 7 the the DT cord-325034-oefmb10g 62 8 network network NN cord-325034-oefmb10g 62 9 can can MD cord-325034-oefmb10g 62 10 be be VB cord-325034-oefmb10g 62 11 reproduced reproduce VBN cord-325034-oefmb10g 62 12 in in IN cord-325034-oefmb10g 62 13 the the DT cord-325034-oefmb10g 62 14 MST MST NNP cord-325034-oefmb10g 62 15 ( ( -LRB- cord-325034-oefmb10g 62 16 Hill Hill NNP cord-325034-oefmb10g 62 17 , , , cord-325034-oefmb10g 62 18 1999 1999 CD cord-325034-oefmb10g 62 19 ; ; : cord-325034-oefmb10g 62 20 Kwapień Kwapień NNP cord-325034-oefmb10g 62 21 et et NNP cord-325034-oefmb10g 62 22 al al NNP cord-325034-oefmb10g 62 23 . . NNP cord-325034-oefmb10g 62 24 , , , cord-325034-oefmb10g 62 25 2009 2009 CD cord-325034-oefmb10g 62 26 ) ) -RRB- cord-325034-oefmb10g 62 27 . . . cord-325034-oefmb10g 63 1 In in IN cord-325034-oefmb10g 63 2 this this DT cord-325034-oefmb10g 63 3 article article NN cord-325034-oefmb10g 63 4 we -PRON- PRP cord-325034-oefmb10g 63 5 propose propose VBP cord-325034-oefmb10g 63 6 analyzing analyze VBG cord-325034-oefmb10g 63 7 the the DT cord-325034-oefmb10g 63 8 evolution evolution NN cord-325034-oefmb10g 63 9 of of IN cord-325034-oefmb10g 63 10 new new JJ cord-325034-oefmb10g 63 11 daily daily JJ cord-325034-oefmb10g 63 12 coronavirus coronavirus NN cord-325034-oefmb10g 63 13 cases case NNS cord-325034-oefmb10g 63 14 by by IN cord-325034-oefmb10g 63 15 using use VBG cord-325034-oefmb10g 63 16 elements element NNS cord-325034-oefmb10g 63 17 of of IN cord-325034-oefmb10g 63 18 graph graph NN cord-325034-oefmb10g 63 19 theory theory NN cord-325034-oefmb10g 63 20 . . . cord-325034-oefmb10g 64 1 Thus thus RB cord-325034-oefmb10g 64 2 , , , cord-325034-oefmb10g 64 3 the the DT cord-325034-oefmb10g 64 4 time time NN cord-325034-oefmb10g 64 5 series series NN cord-325034-oefmb10g 64 6 of of IN cord-325034-oefmb10g 64 7 new new JJ cord-325034-oefmb10g 64 8 cases case NNS cord-325034-oefmb10g 64 9 per per IN cord-325034-oefmb10g 64 10 country country NN cord-325034-oefmb10g 64 11 will will MD cord-325034-oefmb10g 64 12 be be VB cord-325034-oefmb10g 64 13 the the DT cord-325034-oefmb10g 64 14 nodes node NNS cord-325034-oefmb10g 64 15 of of IN cord-325034-oefmb10g 64 16 a a DT cord-325034-oefmb10g 64 17 graph graph NN cord-325034-oefmb10g 64 18 , , , cord-325034-oefmb10g 64 19 while while IN cord-325034-oefmb10g 64 20 the the DT cord-325034-oefmb10g 64 21 relationships relationship NNS cord-325034-oefmb10g 64 22 between between IN cord-325034-oefmb10g 64 23 countries country NNS cord-325034-oefmb10g 64 24 will will MD cord-325034-oefmb10g 64 25 be be VB cord-325034-oefmb10g 64 26 represented represent VBN cord-325034-oefmb10g 64 27 by by IN cord-325034-oefmb10g 64 28 the the DT cord-325034-oefmb10g 64 29 links link NNS cord-325034-oefmb10g 64 30 of of IN cord-325034-oefmb10g 64 31 the the DT cord-325034-oefmb10g 64 32 graph graph NN cord-325034-oefmb10g 64 33 . . . cord-325034-oefmb10g 65 1 This this DT cord-325034-oefmb10g 65 2 way way NN cord-325034-oefmb10g 65 3 , , , cord-325034-oefmb10g 65 4 the the DT cord-325034-oefmb10g 65 5 links link NNS cord-325034-oefmb10g 65 6 correspond correspond VBP cord-325034-oefmb10g 65 7 to to IN cord-325034-oefmb10g 65 8 the the DT cord-325034-oefmb10g 65 9 Pearson Pearson NNP cord-325034-oefmb10g 65 10 's 's POS cord-325034-oefmb10g 65 11 correlation correlation NN cord-325034-oefmb10g 65 12 distance distance NN cord-325034-oefmb10g 65 13 ( ( -LRB- cord-325034-oefmb10g 65 14 Mantegna Mantegna NNP cord-325034-oefmb10g 65 15 , , , cord-325034-oefmb10g 65 16 1999 1999 CD cord-325034-oefmb10g 65 17 ) ) -RRB- cord-325034-oefmb10g 65 18 between between IN cord-325034-oefmb10g 65 19 any any DT cord-325034-oefmb10g 65 20 pair pair NN cord-325034-oefmb10g 65 21 of of IN cord-325034-oefmb10g 65 22 countries country NNS cord-325034-oefmb10g 65 23 . . . cord-325034-oefmb10g 66 1 Following follow VBG cord-325034-oefmb10g 66 2 Stanley Stanley NNP cord-325034-oefmb10g 66 3 and and CC cord-325034-oefmb10g 66 4 Mantegna Mantegna NNP cord-325034-oefmb10g 66 5 ( ( -LRB- cord-325034-oefmb10g 66 6 2000 2000 CD cord-325034-oefmb10g 66 7 ) ) -RRB- cord-325034-oefmb10g 66 8 , , , cord-325034-oefmb10g 66 9 from from IN cord-325034-oefmb10g 66 10 3 3 CD cord-325034-oefmb10g 66 11 . . . cord-325034-oefmb10g 67 1 CC CC NNP cord-325034-oefmb10g 67 2 - - HYPH cord-325034-oefmb10g 67 3 BY BY NNP cord-325034-oefmb10g 67 4 - - HYPH cord-325034-oefmb10g 67 5 NC NC NNP cord-325034-oefmb10g 67 6 - - HYPH cord-325034-oefmb10g 67 7 ND ND NNP cord-325034-oefmb10g 67 8 4.0 4.0 CD cord-325034-oefmb10g 67 9 International international JJ cord-325034-oefmb10g 67 10 license license NN cord-325034-oefmb10g 67 11 It -PRON- PRP cord-325034-oefmb10g 67 12 is be VBZ cord-325034-oefmb10g 67 13 made make VBN cord-325034-oefmb10g 67 14 available available JJ cord-325034-oefmb10g 67 15 under under IN cord-325034-oefmb10g 67 16 a a DT cord-325034-oefmb10g 67 17 perpetuity perpetuity NN cord-325034-oefmb10g 67 18 . . . cord-325034-oefmb10g 68 1 is be VBZ cord-325034-oefmb10g 68 2 the the DT cord-325034-oefmb10g 68 3 author author NN cord-325034-oefmb10g 68 4 / / SYM cord-325034-oefmb10g 68 5 funder funder NN cord-325034-oefmb10g 68 6 , , , cord-325034-oefmb10g 68 7 who who WP cord-325034-oefmb10g 68 8 has have VBZ cord-325034-oefmb10g 68 9 granted grant VBN cord-325034-oefmb10g 68 10 medRxiv medRxiv NNS cord-325034-oefmb10g 68 11 a a DT cord-325034-oefmb10g 68 12 license license NN cord-325034-oefmb10g 68 13 to to TO cord-325034-oefmb10g 68 14 display display VB cord-325034-oefmb10g 68 15 the the DT cord-325034-oefmb10g 68 16 preprint preprint NN cord-325034-oefmb10g 68 17 in in IN cord-325034-oefmb10g 68 18 ( ( -LRB- cord-325034-oefmb10g 68 19 which which WDT cord-325034-oefmb10g 68 20 was be VBD cord-325034-oefmb10g 68 21 not not RB cord-325034-oefmb10g 68 22 certified certify VBN cord-325034-oefmb10g 68 23 by by IN cord-325034-oefmb10g 68 24 peer peer NN cord-325034-oefmb10g 68 25 review review NN cord-325034-oefmb10g 68 26 ) ) -RRB- cord-325034-oefmb10g 68 27 preprint preprint NN cord-325034-oefmb10g 69 1 The the DT cord-325034-oefmb10g 69 2 copyright copyright NN cord-325034-oefmb10g 69 3 holder holder NN cord-325034-oefmb10g 69 4 for for IN cord-325034-oefmb10g 69 5 this this DT cord-325034-oefmb10g 69 6 this this DT cord-325034-oefmb10g 69 7 version version NN cord-325034-oefmb10g 69 8 posted post VBD cord-325034-oefmb10g 69 9 August August NNP cord-325034-oefmb10g 69 10 21 21 CD cord-325034-oefmb10g 69 11 , , , cord-325034-oefmb10g 69 12 2020 2020 CD cord-325034-oefmb10g 69 13 . . . cord-325034-oefmb10g 69 14 . . . cord-325034-oefmb10g 70 1 https://doi.org/10.1101/2020.08.18.20177261 https://doi.org/10.1101/2020.08.18.20177261 NNS cord-325034-oefmb10g 70 2 doi doi XX cord-325034-oefmb10g 70 3 : : : cord-325034-oefmb10g 71 1 medRxiv medRxiv NNS cord-325034-oefmb10g 71 2 preprint preprint VBP cord-325034-oefmb10g 71 3 these these DT cord-325034-oefmb10g 71 4 correlation correlation NN cord-325034-oefmb10g 71 5 distance distance NN cord-325034-oefmb10g 72 1 we -PRON- PRP cord-325034-oefmb10g 72 2 construct construct VBP cord-325034-oefmb10g 72 3 the the DT cord-325034-oefmb10g 72 4 minimum minimum JJ cord-325034-oefmb10g 72 5 spanning spanning NN cord-325034-oefmb10g 72 6 tree tree NN cord-325034-oefmb10g 72 7 ( ( -LRB- cord-325034-oefmb10g 72 8 MST MST NNP cord-325034-oefmb10g 72 9 ) ) -RRB- cord-325034-oefmb10g 72 10 , , , cord-325034-oefmb10g 72 11 which which WDT cord-325034-oefmb10g 72 12 is be VBZ cord-325034-oefmb10g 72 13 the the DT cord-325034-oefmb10g 72 14 minimal minimal JJ cord-325034-oefmb10g 72 15 graph graph NN cord-325034-oefmb10g 72 16 that that WDT cord-325034-oefmb10g 72 17 covers cover VBZ cord-325034-oefmb10g 72 18 all all DT cord-325034-oefmb10g 72 19 nodes node NNS cord-325034-oefmb10g 72 20 without without IN cord-325034-oefmb10g 72 21 loops loop NNS cord-325034-oefmb10g 72 22 . . . cord-325034-oefmb10g 73 1 The the DT cord-325034-oefmb10g 73 2 first first JJ cord-325034-oefmb10g 73 3 step step NN cord-325034-oefmb10g 73 4 of of IN cord-325034-oefmb10g 73 5 this this DT cord-325034-oefmb10g 73 6 methodology methodology NN cord-325034-oefmb10g 73 7 is be VBZ cord-325034-oefmb10g 73 8 the the DT cord-325034-oefmb10g 73 9 calculation calculation NN cord-325034-oefmb10g 73 10 of of IN cord-325034-oefmb10g 73 11 the the DT cord-325034-oefmb10g 73 12 Pearson Pearson NNP cord-325034-oefmb10g 73 13 's 's POS cord-325034-oefmb10g 73 14 correlations correlation NNS cord-325034-oefmb10g 73 15 between between IN cord-325034-oefmb10g 73 16 the the DT cord-325034-oefmb10g 73 17 n n NNP cord-325034-oefmb10g 73 18 Ö Ö NNP cord-325034-oefmb10g 73 19 n n NN cord-325034-oefmb10g 73 20 pairs pair NNS cord-325034-oefmb10g 73 21 of of IN cord-325034-oefmb10g 73 22 countries country NNS cord-325034-oefmb10g 73 23 : : : cord-325034-oefmb10g 73 24 where where WRB cord-325034-oefmb10g 73 25 r r NNP cord-325034-oefmb10g 73 26 i i PRP cord-325034-oefmb10g 73 27 is be VBZ cord-325034-oefmb10g 73 28 the the DT cord-325034-oefmb10g 73 29 number number NN cord-325034-oefmb10g 73 30 of of IN cord-325034-oefmb10g 73 31 new new JJ cord-325034-oefmb10g 73 32 cases case NNS cord-325034-oefmb10g 73 33 in in IN cord-325034-oefmb10g 73 34 country country NN cord-325034-oefmb10g 73 35 i. i. NN cord-325034-oefmb10g 74 1 Then then RB cord-325034-oefmb10g 74 2 , , , cord-325034-oefmb10g 74 3 the the DT cord-325034-oefmb10g 74 4 correlation correlation NN cord-325034-oefmb10g 74 5 matrix matrix NN cord-325034-oefmb10g 74 6 is be VBZ cord-325034-oefmb10g 74 7 built build VBN cord-325034-oefmb10g 74 8 with with IN cord-325034-oefmb10g 74 9 the the DT cord-325034-oefmb10g 74 10 correlation correlation NN cord-325034-oefmb10g 74 11 coefficients coefficient NNS cord-325034-oefmb10g 74 12 ρ ρ NNP cord-325034-oefmb10g 74 13 i i NNP cord-325034-oefmb10g 74 14 , , , cord-325034-oefmb10g 74 15 j j NNP cord-325034-oefmb10g 74 16 . . . cord-325034-oefmb10g 75 1 By by IN cord-325034-oefmb10g 75 2 definition definition NN cord-325034-oefmb10g 75 3 , , , cord-325034-oefmb10g 75 4 ρ ρ NNP cord-325034-oefmb10g 75 5 i i NNP cord-325034-oefmb10g 75 6 , , , cord-325034-oefmb10g 75 7 j j NNP cord-325034-oefmb10g 75 8 takes take VBZ cord-325034-oefmb10g 75 9 values value NNS cord-325034-oefmb10g 75 10 in in IN cord-325034-oefmb10g 75 11 the the DT cord-325034-oefmb10g 75 12 interval interval NN cord-325034-oefmb10g 75 13 ( ( -LRB- cord-325034-oefmb10g 75 14 -1 -1 NN cord-325034-oefmb10g 75 15 , , , cord-325034-oefmb10g 75 16 1 1 CD cord-325034-oefmb10g 75 17 ) ) -RRB- cord-325034-oefmb10g 75 18 , , , cord-325034-oefmb10g 75 19 where where WRB cord-325034-oefmb10g 75 20 -1 -1 NN cord-325034-oefmb10g 75 21 means mean VBZ cord-325034-oefmb10g 75 22 complete complete JJ cord-325034-oefmb10g 75 23 anti anti JJ cord-325034-oefmb10g 75 24 - - JJ cord-325034-oefmb10g 75 25 correlation correlation JJ cord-325034-oefmb10g 75 26 , , , cord-325034-oefmb10g 75 27 1 1 CD cord-325034-oefmb10g 75 28 complete complete JJ cord-325034-oefmb10g 75 29 correlation correlation NN cord-325034-oefmb10g 75 30 and and CC cord-325034-oefmb10g 75 31 0 0 NFP cord-325034-oefmb10g 75 32 that that IN cord-325034-oefmb10g 75 33 the the DT cord-325034-oefmb10g 75 34 two two CD cord-325034-oefmb10g 75 35 variables variable NNS cord-325034-oefmb10g 75 36 are be VBP cord-325034-oefmb10g 75 37 uncorrelated uncorrelated JJ cord-325034-oefmb10g 75 38 . . . cord-325034-oefmb10g 76 1 This this DT cord-325034-oefmb10g 76 2 matrix matrix NN cord-325034-oefmb10g 76 3 is be VBZ cord-325034-oefmb10g 76 4 symmetrical symmetrical JJ cord-325034-oefmb10g 76 5 , , , cord-325034-oefmb10g 76 6 with with IN cord-325034-oefmb10g 76 7 ρ ρ NNP cord-325034-oefmb10g 76 8 i i NNP cord-325034-oefmb10g 76 9 , , , cord-325034-oefmb10g 76 10 j j NNP cord-325034-oefmb10g 76 11 = = SYM cord-325034-oefmb10g 76 12 1 1 CD cord-325034-oefmb10g 76 13 in in IN cord-325034-oefmb10g 76 14 this this DT cord-325034-oefmb10g 76 15 main main JJ cord-325034-oefmb10g 76 16 diagonal diagonal NN cord-325034-oefmb10g 76 17 . . . cord-325034-oefmb10g 77 1 As as IN cord-325034-oefmb10g 77 2 it -PRON- PRP cord-325034-oefmb10g 77 3 is be VBZ cord-325034-oefmb10g 77 4 well well RB cord-325034-oefmb10g 77 5 known know VBN cord-325034-oefmb10g 77 6 , , , cord-325034-oefmb10g 77 7 the the DT cord-325034-oefmb10g 77 8 Pearson Pearson NNP cord-325034-oefmb10g 77 9 correlation correlation NN cord-325034-oefmb10g 77 10 coefficient coefficient NN cord-325034-oefmb10g 77 11 ( ( -LRB- cord-325034-oefmb10g 77 12 1 1 CD cord-325034-oefmb10g 77 13 ) ) -RRB- cord-325034-oefmb10g 77 14 does do VBZ cord-325034-oefmb10g 77 15 not not RB cord-325034-oefmb10g 77 16 fulfill fulfill VB cord-325034-oefmb10g 77 17 the the DT cord-325034-oefmb10g 77 18 three three CD cord-325034-oefmb10g 77 19 axioms axiom NNS cord-325034-oefmb10g 77 20 that that WDT cord-325034-oefmb10g 77 21 define define VBP cord-325034-oefmb10g 77 22 a a DT cord-325034-oefmb10g 77 23 Euclidean euclidean JJ cord-325034-oefmb10g 77 24 metric metric NN cord-325034-oefmb10g 77 25 . . . cord-325034-oefmb10g 78 1 For for IN cord-325034-oefmb10g 78 2 this this DT cord-325034-oefmb10g 78 3 reason reason NN cord-325034-oefmb10g 78 4 , , , cord-325034-oefmb10g 78 5 the the DT cord-325034-oefmb10g 78 6 correlation correlation NN cord-325034-oefmb10g 78 7 matrix matrix NN cord-325034-oefmb10g 78 8 is be VBZ cord-325034-oefmb10g 78 9 transformed transform VBN cord-325034-oefmb10g 78 10 into into IN cord-325034-oefmb10g 78 11 the the DT cord-325034-oefmb10g 78 12 correlation correlation NN cord-325034-oefmb10g 78 13 distance distance NN cord-325034-oefmb10g 78 14 matrix matrix NN cord-325034-oefmb10g 78 15 according accord VBG cord-325034-oefmb10g 78 16 que que NNP cord-325034-oefmb10g 78 17 the the DT cord-325034-oefmb10g 78 18 following following JJ cord-325034-oefmb10g 78 19 formula formula NN cord-325034-oefmb10g 78 20 which which WDT cord-325034-oefmb10g 78 21 fulfills fulfill VBZ cord-325034-oefmb10g 78 22 the the DT cord-325034-oefmb10g 78 23 three three CD cord-325034-oefmb10g 78 24 axioms axiom NNS cord-325034-oefmb10g 78 25 of of IN cord-325034-oefmb10g 78 26 an an DT cord-325034-oefmb10g 78 27 Euclidean euclidean JJ cord-325034-oefmb10g 78 28 distance distance NN cord-325034-oefmb10g 78 29 : : : cord-325034-oefmb10g 78 30 Then then RB cord-325034-oefmb10g 78 31 , , , cord-325034-oefmb10g 78 32 the the DT cord-325034-oefmb10g 78 33 distance distance NN cord-325034-oefmb10g 78 34 matrix matrix NN cord-325034-oefmb10g 78 35 is be VBZ cord-325034-oefmb10g 78 36 used use VBN cord-325034-oefmb10g 78 37 to to TO cord-325034-oefmb10g 78 38 determine determine VB cord-325034-oefmb10g 78 39 the the DT cord-325034-oefmb10g 78 40 minimal minimal JJ cord-325034-oefmb10g 78 41 spanning spanning NN cord-325034-oefmb10g 78 42 tree tree NN cord-325034-oefmb10g 78 43 ( ( -LRB- cord-325034-oefmb10g 78 44 MST MST NNP cord-325034-oefmb10g 78 45 ) ) -RRB- cord-325034-oefmb10g 78 46 connecting connect VBG cord-325034-oefmb10g 78 47 the the DT cord-325034-oefmb10g 78 48 n n NN cord-325034-oefmb10g 78 49 vertices vertex NNS cord-325034-oefmb10g 78 50 . . . cord-325034-oefmb10g 79 1 The the DT cord-325034-oefmb10g 79 2 MST MST NNP cord-325034-oefmb10g 79 3 is be VBZ cord-325034-oefmb10g 79 4 constructed construct VBN cord-325034-oefmb10g 79 5 following follow VBG cord-325034-oefmb10g 79 6 the the DT cord-325034-oefmb10g 79 7 Kruskal Kruskal NNP cord-325034-oefmb10g 79 8 's 's POS cord-325034-oefmb10g 79 9 algorithm algorithm NN cord-325034-oefmb10g 79 10 , , , cord-325034-oefmb10g 79 11 which which WDT cord-325034-oefmb10g 79 12 links link VBZ cord-325034-oefmb10g 79 13 all all PDT cord-325034-oefmb10g 79 14 the the DT cord-325034-oefmb10g 79 15 vertices vertex NNS cord-325034-oefmb10g 79 16 together together RB cord-325034-oefmb10g 79 17 in in IN cord-325034-oefmb10g 79 18 a a DT cord-325034-oefmb10g 79 19 single single JJ cord-325034-oefmb10g 79 20 graph graph NN cord-325034-oefmb10g 79 21 that that WDT cord-325034-oefmb10g 79 22 minimizes minimize VBZ cord-325034-oefmb10g 79 23 the the DT cord-325034-oefmb10g 79 24 distances distance NNS cord-325034-oefmb10g 79 25 between between IN cord-325034-oefmb10g 79 26 the the DT cord-325034-oefmb10g 79 27 corresponding corresponding JJ cord-325034-oefmb10g 79 28 time time NN cord-325034-oefmb10g 79 29 series series NN cord-325034-oefmb10g 79 30 . . . cord-325034-oefmb10g 80 1 Then then RB cord-325034-oefmb10g 80 2 , , , cord-325034-oefmb10g 80 3 the the DT cord-325034-oefmb10g 80 4 distance distance NN cord-325034-oefmb10g 80 5 matrix matrix NN cord-325034-oefmb10g 80 6 is be VBZ cord-325034-oefmb10g 80 7 used use VBN cord-325034-oefmb10g 80 8 to to TO cord-325034-oefmb10g 80 9 determine determine VB cord-325034-oefmb10g 80 10 the the DT cord-325034-oefmb10g 80 11 minimal minimal JJ cord-325034-oefmb10g 80 12 spanning spanning NN cord-325034-oefmb10g 80 13 tree tree NN cord-325034-oefmb10g 80 14 ( ( -LRB- cord-325034-oefmb10g 80 15 MST MST NNP cord-325034-oefmb10g 80 16 ) ) -RRB- cord-325034-oefmb10g 80 17 connecting connect VBG cord-325034-oefmb10g 80 18 the the DT cord-325034-oefmb10g 80 19 n n NN cord-325034-oefmb10g 80 20 vertices vertex NNS cord-325034-oefmb10g 80 21 . . . cord-325034-oefmb10g 81 1 The the DT cord-325034-oefmb10g 81 2 Kruskal Kruskal NNP cord-325034-oefmb10g 81 3 method method NN cord-325034-oefmb10g 81 4 is be VBZ cord-325034-oefmb10g 81 5 implemented implement VBN cord-325034-oefmb10g 81 6 by by IN cord-325034-oefmb10g 81 7 following follow VBG cord-325034-oefmb10g 81 8 the the DT cord-325034-oefmb10g 81 9 next next JJ cord-325034-oefmb10g 81 10 steps step NNS cord-325034-oefmb10g 81 11 . . . cord-325034-oefmb10g 82 1 First first RB cord-325034-oefmb10g 82 2 , , , cord-325034-oefmb10g 82 3 the the DT cord-325034-oefmb10g 82 4 algorithm algorithm NN cord-325034-oefmb10g 82 5 chooses choose VBZ cord-325034-oefmb10g 82 6 a a DT cord-325034-oefmb10g 82 7 pair pair NN cord-325034-oefmb10g 82 8 of of IN cord-325034-oefmb10g 82 9 nodes node NNS cord-325034-oefmb10g 82 10 with with IN cord-325034-oefmb10g 82 11 the the DT cord-325034-oefmb10g 82 12 nearest near JJS cord-325034-oefmb10g 82 13 distance distance NN cord-325034-oefmb10g 82 14 and and CC cord-325034-oefmb10g 82 15 connects connect VBZ cord-325034-oefmb10g 82 16 them -PRON- PRP cord-325034-oefmb10g 82 17 with with IN cord-325034-oefmb10g 82 18 a a DT cord-325034-oefmb10g 82 19 line line NN cord-325034-oefmb10g 82 20 that that WDT cord-325034-oefmb10g 82 21 is be VBZ cord-325034-oefmb10g 82 22 proportional proportional JJ cord-325034-oefmb10g 82 23 to to IN cord-325034-oefmb10g 82 24 the the DT cord-325034-oefmb10g 82 25 distance distance NN cord-325034-oefmb10g 82 26 . . . cord-325034-oefmb10g 83 1 Then then RB cord-325034-oefmb10g 83 2 , , , cord-325034-oefmb10g 83 3 the the DT cord-325034-oefmb10g 83 4 algorithm algorithm NN cord-325034-oefmb10g 83 5 connects connect VBZ cord-325034-oefmb10g 83 6 another another DT cord-325034-oefmb10g 83 7 pair pair NN cord-325034-oefmb10g 83 8 of of IN cord-325034-oefmb10g 83 9 nodes node NNS cord-325034-oefmb10g 83 10 with with IN cord-325034-oefmb10g 83 11 the the DT cord-325034-oefmb10g 83 12 second second JJ cord-325034-oefmb10g 83 13 nearest near JJS cord-325034-oefmb10g 83 14 distance distance NN cord-325034-oefmb10g 83 15 . . . cord-325034-oefmb10g 84 1 In in IN cord-325034-oefmb10g 84 2 the the DT cord-325034-oefmb10g 84 3 third third JJ cord-325034-oefmb10g 84 4 step step NN cord-325034-oefmb10g 84 5 , , , cord-325034-oefmb10g 84 6 the the DT cord-325034-oefmb10g 84 7 nearest near JJS cord-325034-oefmb10g 84 8 pair pair NN cord-325034-oefmb10g 84 9 that that WDT cord-325034-oefmb10g 84 10 is be VBZ cord-325034-oefmb10g 84 11 not not RB cord-325034-oefmb10g 84 12 connected connect VBN cord-325034-oefmb10g 84 13 by by IN cord-325034-oefmb10g 84 14 the the DT cord-325034-oefmb10g 84 15 same same JJ cord-325034-oefmb10g 84 16 tree tree NN cord-325034-oefmb10g 84 17 is be VBZ cord-325034-oefmb10g 84 18 also also RB cord-325034-oefmb10g 84 19 linked link VBN cord-325034-oefmb10g 84 20 . . . cord-325034-oefmb10g 85 1 This this DT cord-325034-oefmb10g 85 2 step step NN cord-325034-oefmb10g 85 3 is be VBZ cord-325034-oefmb10g 85 4 repeated repeat VBN cord-325034-oefmb10g 85 5 until until IN cord-325034-oefmb10g 85 6 all all PDT cord-325034-oefmb10g 85 7 the the DT cord-325034-oefmb10g 85 8 nodes node NNS cord-325034-oefmb10g 85 9 are be VBP cord-325034-oefmb10g 85 10 connected connect VBN cord-325034-oefmb10g 85 11 in in IN cord-325034-oefmb10g 85 12 a a DT cord-325034-oefmb10g 85 13 single single JJ cord-325034-oefmb10g 85 14 tree tree NN cord-325034-oefmb10g 85 15 . . . cord-325034-oefmb10g 86 1 From from IN cord-325034-oefmb10g 86 2 the the DT cord-325034-oefmb10g 86 3 MST MST NNP cord-325034-oefmb10g 86 4 we -PRON- PRP cord-325034-oefmb10g 86 5 obtain obtain VBP cord-325034-oefmb10g 86 6 the the DT cord-325034-oefmb10g 86 7 subdominant subdominant JJ cord-325034-oefmb10g 86 8 ultrametric ultrametric JJ cord-325034-oefmb10g 86 9 distance distance NN cord-325034-oefmb10g 86 10 matrix matrix NN cord-325034-oefmb10g 86 11 X X NNP cord-325034-oefmb10g 86 12 , , , cord-325034-oefmb10g 86 13 which which WDT cord-325034-oefmb10g 86 14 corresponds correspond VBZ cord-325034-oefmb10g 86 15 to to IN cord-325034-oefmb10g 86 16 the the DT cord-325034-oefmb10g 86 17 matrix matrix NN cord-325034-oefmb10g 86 18 whose whose WP$ cord-325034-oefmb10g 86 19 elements element NNS cord-325034-oefmb10g 86 20 are be VBP cord-325034-oefmb10g 86 21 the the DT cord-325034-oefmb10g 86 22 subdominant subdominant JJ cord-325034-oefmb10g 86 23 ultrametric ultrametric JJ cord-325034-oefmb10g 86 24 distance distance NN cord-325034-oefmb10g 86 25 d d NNP cord-325034-oefmb10g 87 1 * * NFP cord-325034-oefmb10g 87 2 ( ( -LRB- cord-325034-oefmb10g 87 3 i i PRP cord-325034-oefmb10g 87 4 , , , cord-325034-oefmb10g 87 5 j j NNP cord-325034-oefmb10g 87 6 ) ) -RRB- cord-325034-oefmb10g 87 7 . . . cord-325034-oefmb10g 88 1 The the DT cord-325034-oefmb10g 88 2 subdominant subdominant JJ cord-325034-oefmb10g 88 3 ultrametric ultrametric JJ cord-325034-oefmb10g 88 4 distance distance NN cord-325034-oefmb10g 88 5 d d NNP cord-325034-oefmb10g 88 6 * * NFP cord-325034-oefmb10g 88 7 ( ( -LRB- cord-325034-oefmb10g 88 8 i i PRP cord-325034-oefmb10g 88 9 , , , cord-325034-oefmb10g 88 10 j j NNP cord-325034-oefmb10g 88 11 ) ) -RRB- cord-325034-oefmb10g 88 12 between between IN cord-325034-oefmb10g 88 13 the the DT cord-325034-oefmb10g 88 14 vertices vertex NNS cord-325034-oefmb10g 89 1 i i PRP cord-325034-oefmb10g 89 2 and and CC cord-325034-oefmb10g 89 3 j j NNP cord-325034-oefmb10g 89 4 is be VBZ cord-325034-oefmb10g 89 5 the the DT cord-325034-oefmb10g 89 6 maximum maximum JJ cord-325034-oefmb10g 89 7 value value NN cord-325034-oefmb10g 89 8 of of IN cord-325034-oefmb10g 89 9 any any DT cord-325034-oefmb10g 89 10 correlation correlation NN cord-325034-oefmb10g 89 11 distance distance NN cord-325034-oefmb10g 89 12 d(i d(i NNP cord-325034-oefmb10g 89 13 , , , cord-325034-oefmb10g 89 14 j j NNP cord-325034-oefmb10g 89 15 ) ) -RRB- cord-325034-oefmb10g 89 16 detected detect VBN cord-325034-oefmb10g 89 17 by by IN cord-325034-oefmb10g 89 18 moving move VBG cord-325034-oefmb10g 89 19 one one CD cord-325034-oefmb10g 89 20 step step NN cord-325034-oefmb10g 89 21 from from IN cord-325034-oefmb10g 89 22 i i PRP cord-325034-oefmb10g 89 23 to to IN cord-325034-oefmb10g 89 24 j j NNP cord-325034-oefmb10g 89 25 through through IN cord-325034-oefmb10g 89 26 the the DT cord-325034-oefmb10g 89 27 shortest short JJS cord-325034-oefmb10g 89 28 path path NN cord-325034-oefmb10g 89 29 connecting connect VBG cord-325034-oefmb10g 89 30 i i PRP cord-325034-oefmb10g 89 31 and and CC cord-325034-oefmb10g 89 32 j j NNP cord-325034-oefmb10g 89 33 in in IN cord-325034-oefmb10g 89 34 the the DT cord-325034-oefmb10g 89 35 MST MST NNP cord-325034-oefmb10g 89 36 . . . cord-325034-oefmb10g 90 1 The the DT cord-325034-oefmb10g 90 2 ultrametric ultrametric JJ cord-325034-oefmb10g 90 3 distance distance NN cord-325034-oefmb10g 90 4 d d NNP cord-325034-oefmb10g 90 5 * * NFP cord-325034-oefmb10g 90 6 ( ( -LRB- cord-325034-oefmb10g 90 7 i i PRP cord-325034-oefmb10g 90 8 , , , cord-325034-oefmb10g 90 9 j j NNP cord-325034-oefmb10g 90 10 ) ) -RRB- cord-325034-oefmb10g 90 11 between between IN cord-325034-oefmb10g 90 12 the the DT cord-325034-oefmb10g 90 13 vertices vertex NNS cord-325034-oefmb10g 91 1 i i PRP cord-325034-oefmb10g 91 2 and and CC cord-325034-oefmb10g 91 3 j j NNP cord-325034-oefmb10g 91 4 is be VBZ cord-325034-oefmb10g 91 5 then then RB cord-325034-oefmb10g 91 6 given give VBN cord-325034-oefmb10g 91 7 by by IN cord-325034-oefmb10g 91 8 : : : cord-325034-oefmb10g 91 9 where where WRB cord-325034-oefmb10g 91 10 ( ( -LRB- cord-325034-oefmb10g 91 11 ( ( -LRB- cord-325034-oefmb10g 91 12 w w NN cord-325034-oefmb10g 91 13 1 1 CD cord-325034-oefmb10g 91 14 , , , cord-325034-oefmb10g 91 15 w w NN cord-325034-oefmb10g 91 16 2 2 CD cord-325034-oefmb10g 91 17 ) ) -RRB- cord-325034-oefmb10g 91 18 , , , cord-325034-oefmb10g 91 19 ( ( -LRB- cord-325034-oefmb10g 91 20 w w NN cord-325034-oefmb10g 91 21 3 3 CD cord-325034-oefmb10g 91 22 , , , cord-325034-oefmb10g 91 23 w w NN cord-325034-oefmb10g 91 24 4 4 CD cord-325034-oefmb10g 91 25 ) ) -RRB- cord-325034-oefmb10g 91 26 , , , cord-325034-oefmb10g 91 27 ... ... NFP cord-325034-oefmb10g 91 28 , , , cord-325034-oefmb10g 92 1 ( ( -LRB- cord-325034-oefmb10g 92 2 w w NNP cord-325034-oefmb10g 92 3 n−1 n−1 NNS cord-325034-oefmb10g 92 4 , , , cord-325034-oefmb10g 92 5 w w NN cord-325034-oefmb10g 92 6 n n NN cord-325034-oefmb10g 92 7 ) ) -RRB- cord-325034-oefmb10g 92 8 ) ) -RRB- cord-325034-oefmb10g 92 9 shows show VBZ cord-325034-oefmb10g 92 10 the the DT cord-325034-oefmb10g 92 11 minimal minimal JJ cord-325034-oefmb10g 92 12 path path NN cord-325034-oefmb10g 92 13 in in IN cord-325034-oefmb10g 92 14 the the DT cord-325034-oefmb10g 92 15 MST MST NNP cord-325034-oefmb10g 92 16 that that WDT cord-325034-oefmb10g 92 17 connects connect VBZ cord-325034-oefmb10g 92 18 the the DT cord-325034-oefmb10g 92 19 vertices vertex NNS cord-325034-oefmb10g 92 20 i i PRP cord-325034-oefmb10g 92 21 and and CC cord-325034-oefmb10g 92 22 j j NNP cord-325034-oefmb10g 92 23 , , , cord-325034-oefmb10g 93 1 where where WRB cord-325034-oefmb10g 93 2 w w NN cord-325034-oefmb10g 93 3 1 1 CD cord-325034-oefmb10g 93 4 = = SYM cord-325034-oefmb10g 93 5 1 1 CD cord-325034-oefmb10g 93 6 and and CC cord-325034-oefmb10g 93 7 w w NN cord-325034-oefmb10g 93 8 n n NN cord-325034-oefmb10g 93 9 = = NNP cord-325034-oefmb10g 93 10 j. j. NNP cord-325034-oefmb10g 94 1 Using use VBG cord-325034-oefmb10g 94 2 this this DT cord-325034-oefmb10g 94 3 formula formula NN cord-325034-oefmb10g 94 4 we -PRON- PRP cord-325034-oefmb10g 94 5 compute compute VBP cord-325034-oefmb10g 94 6 the the DT cord-325034-oefmb10g 94 7 ultrametric ultrametric NNP cord-325034-oefmb10g 94 8 distance distance NN cord-325034-oefmb10g 94 9 d d NNP cord-325034-oefmb10g 94 10 * * NFP cord-325034-oefmb10g 94 11 ( ( -LRB- cord-325034-oefmb10g 94 12 i i PRP cord-325034-oefmb10g 94 13 , , , cord-325034-oefmb10g 94 14 j j NNP cord-325034-oefmb10g 94 15 ) ) -RRB- cord-325034-oefmb10g 94 16 between between IN cord-325034-oefmb10g 94 17 each each DT cord-325034-oefmb10g 94 18 pair pair NN cord-325034-oefmb10g 94 19 of of IN cord-325034-oefmb10g 94 20 currencies currency NNS cord-325034-oefmb10g 94 21 and and CC cord-325034-oefmb10g 95 1 from from IN cord-325034-oefmb10g 95 2 it -PRON- PRP cord-325034-oefmb10g 95 3 we -PRON- PRP cord-325034-oefmb10g 95 4 construct construct VBP cord-325034-oefmb10g 95 5 the the DT cord-325034-oefmb10g 95 6 Hierarchical Hierarchical NNP cord-325034-oefmb10g 95 7 Tree Tree NNP cord-325034-oefmb10g 95 8 ( ( -LRB- cord-325034-oefmb10g 95 9 HT HT NNP cord-325034-oefmb10g 95 10 ) ) -RRB- cord-325034-oefmb10g 95 11 , , , cord-325034-oefmb10g 95 12 which which WDT cord-325034-oefmb10g 95 13 is be VBZ cord-325034-oefmb10g 95 14 represented represent VBN cord-325034-oefmb10g 95 15 as as IN cord-325034-oefmb10g 95 16 a a DT cord-325034-oefmb10g 95 17 tree tree NN cord-325034-oefmb10g 95 18 known know VBN cord-325034-oefmb10g 95 19 as as IN cord-325034-oefmb10g 95 20 dendogram dendogram NNP cord-325034-oefmb10g 95 21 . . . cord-325034-oefmb10g 95 22 . . . cord-325034-oefmb10g 96 1 CC CC NNP cord-325034-oefmb10g 96 2 - - HYPH cord-325034-oefmb10g 96 3 BY BY NNP cord-325034-oefmb10g 96 4 - - HYPH cord-325034-oefmb10g 96 5 NC NC NNP cord-325034-oefmb10g 96 6 - - HYPH cord-325034-oefmb10g 96 7 ND ND NNP cord-325034-oefmb10g 96 8 4.0 4.0 CD cord-325034-oefmb10g 96 9 International international JJ cord-325034-oefmb10g 96 10 license license NN cord-325034-oefmb10g 97 1 It -PRON- PRP cord-325034-oefmb10g 97 2 is be VBZ cord-325034-oefmb10g 97 3 made make VBN cord-325034-oefmb10g 97 4 available available JJ cord-325034-oefmb10g 97 5 under under IN cord-325034-oefmb10g 97 6 a a DT cord-325034-oefmb10g 97 7 perpetuity perpetuity NN cord-325034-oefmb10g 97 8 . . . cord-325034-oefmb10g 98 1 is be VBZ cord-325034-oefmb10g 98 2 the the DT cord-325034-oefmb10g 98 3 author author NN cord-325034-oefmb10g 98 4 / / SYM cord-325034-oefmb10g 98 5 funder funder NN cord-325034-oefmb10g 98 6 , , , cord-325034-oefmb10g 98 7 who who WP cord-325034-oefmb10g 98 8 has have VBZ cord-325034-oefmb10g 98 9 granted grant VBN cord-325034-oefmb10g 98 10 medRxiv medRxiv NNS cord-325034-oefmb10g 98 11 a a DT cord-325034-oefmb10g 98 12 license license NN cord-325034-oefmb10g 98 13 to to TO cord-325034-oefmb10g 98 14 display display VB cord-325034-oefmb10g 98 15 the the DT cord-325034-oefmb10g 98 16 preprint preprint NN cord-325034-oefmb10g 98 17 in in IN cord-325034-oefmb10g 98 18 ( ( -LRB- cord-325034-oefmb10g 98 19 which which WDT cord-325034-oefmb10g 98 20 was be VBD cord-325034-oefmb10g 98 21 not not RB cord-325034-oefmb10g 98 22 certified certify VBN cord-325034-oefmb10g 98 23 by by IN cord-325034-oefmb10g 98 24 peer peer NN cord-325034-oefmb10g 98 25 review review NN cord-325034-oefmb10g 98 26 ) ) -RRB- cord-325034-oefmb10g 98 27 preprint preprint NN cord-325034-oefmb10g 99 1 The the DT cord-325034-oefmb10g 99 2 copyright copyright NN cord-325034-oefmb10g 99 3 holder holder NN cord-325034-oefmb10g 99 4 for for IN cord-325034-oefmb10g 99 5 this this DT cord-325034-oefmb10g 99 6 this this DT cord-325034-oefmb10g 99 7 version version NN cord-325034-oefmb10g 99 8 posted post VBD cord-325034-oefmb10g 99 9 August August NNP cord-325034-oefmb10g 99 10 21 21 CD cord-325034-oefmb10g 99 11 , , , cord-325034-oefmb10g 99 12 2020 2020 CD cord-325034-oefmb10g 99 13 . . . cord-325034-oefmb10g 99 14 . . . cord-325034-oefmb10g 100 1 https://doi.org/10.1101/2020.08.18.20177261 https://doi.org/10.1101/2020.08.18.20177261 NNS cord-325034-oefmb10g 100 2 doi doi XX cord-325034-oefmb10g 100 3 : : : cord-325034-oefmb10g 101 1 medRxiv medRxiv NNP cord-325034-oefmb10g 101 2 preprint preprint NNP cord-325034-oefmb10g 102 1 This this DT cord-325034-oefmb10g 102 2 study study NN cord-325034-oefmb10g 102 3 compares compare VBZ cord-325034-oefmb10g 102 4 the the DT cord-325034-oefmb10g 102 5 active active JJ cord-325034-oefmb10g 102 6 cases case NNS cord-325034-oefmb10g 102 7 per per IN cord-325034-oefmb10g 102 8 population population NN cord-325034-oefmb10g 102 9 of of IN cord-325034-oefmb10g 102 10 191 191 CD cord-325034-oefmb10g 102 11 countries country NNS cord-325034-oefmb10g 102 12 . . . cord-325034-oefmb10g 103 1 For for IN cord-325034-oefmb10g 103 2 each each DT cord-325034-oefmb10g 103 3 country country NN cord-325034-oefmb10g 103 4 , , , cord-325034-oefmb10g 103 5 we -PRON- PRP cord-325034-oefmb10g 103 6 construct construct VBP cord-325034-oefmb10g 103 7 a a DT cord-325034-oefmb10g 103 8 time time NN cord-325034-oefmb10g 103 9 series series NN cord-325034-oefmb10g 103 10 composed compose VBN cord-325034-oefmb10g 103 11 by by IN cord-325034-oefmb10g 103 12 daily daily JJ cord-325034-oefmb10g 103 13 data datum NNS cord-325034-oefmb10g 103 14 of of IN cord-325034-oefmb10g 103 15 the the DT cord-325034-oefmb10g 103 16 number number NN cord-325034-oefmb10g 103 17 of of IN cord-325034-oefmb10g 103 18 daily daily JJ cord-325034-oefmb10g 103 19 infections infection NNS cord-325034-oefmb10g 103 20 per per IN cord-325034-oefmb10g 103 21 country country NN cord-325034-oefmb10g 103 22 . . . cord-325034-oefmb10g 104 1 Each each DT cord-325034-oefmb10g 104 2 time time NN cord-325034-oefmb10g 104 3 series series NN cord-325034-oefmb10g 104 4 considers consider VBZ cord-325034-oefmb10g 104 5 a a DT cord-325034-oefmb10g 104 6 period period NN cord-325034-oefmb10g 104 7 of of IN cord-325034-oefmb10g 104 8 100 100 CD cord-325034-oefmb10g 104 9 days day NNS cord-325034-oefmb10g 104 10 after after IN cord-325034-oefmb10g 104 11 the the DT cord-325034-oefmb10g 104 12 confirmation confirmation NN cord-325034-oefmb10g 104 13 of of IN cord-325034-oefmb10g 104 14 the the DT cord-325034-oefmb10g 104 15 tenth tenth JJ cord-325034-oefmb10g 104 16 case case NN cord-325034-oefmb10g 104 17 , , , cord-325034-oefmb10g 104 18 using use VBG cord-325034-oefmb10g 104 19 a a DT cord-325034-oefmb10g 104 20 moving move VBG cord-325034-oefmb10g 104 21 average average JJ cord-325034-oefmb10g 104 22 smoothing smoothing NN cord-325034-oefmb10g 104 23 . . . cord-325034-oefmb10g 105 1 This this DT cord-325034-oefmb10g 105 2 way way NN cord-325034-oefmb10g 105 3 , , , cord-325034-oefmb10g 105 4 the the DT cord-325034-oefmb10g 105 5 analysis analysis NN cord-325034-oefmb10g 105 6 of of IN cord-325034-oefmb10g 105 7 new new JJ cord-325034-oefmb10g 105 8 active active JJ cord-325034-oefmb10g 105 9 cases case NNS cord-325034-oefmb10g 105 10 takes take VBZ cord-325034-oefmb10g 105 11 into into IN cord-325034-oefmb10g 105 12 account account NN cord-325034-oefmb10g 105 13 the the DT cord-325034-oefmb10g 105 14 different different JJ cord-325034-oefmb10g 105 15 moments moment NNS cord-325034-oefmb10g 105 16 in in IN cord-325034-oefmb10g 105 17 which which WDT cord-325034-oefmb10g 105 18 the the DT cord-325034-oefmb10g 105 19 virus virus NN cord-325034-oefmb10g 105 20 began begin VBD cord-325034-oefmb10g 105 21 to to TO cord-325034-oefmb10g 105 22 disseminate disseminate VB cord-325034-oefmb10g 105 23 in in IN cord-325034-oefmb10g 105 24 each each DT cord-325034-oefmb10g 105 25 country country NN cord-325034-oefmb10g 105 26 . . . cord-325034-oefmb10g 106 1 Data datum NNS cord-325034-oefmb10g 106 2 are be VBP cord-325034-oefmb10g 106 3 obtained obtain VBN cord-325034-oefmb10g 106 4 from from IN cord-325034-oefmb10g 106 5 " " `` cord-325034-oefmb10g 106 6 Our -PRON- PRP$ cord-325034-oefmb10g 106 7 World World NNP cord-325034-oefmb10g 106 8 in in IN cord-325034-oefmb10g 106 9 Data Data NNP cord-325034-oefmb10g 106 10 " " '' cord-325034-oefmb10g 106 11 ( ( -LRB- cord-325034-oefmb10g 106 12 Roser Roser NNP cord-325034-oefmb10g 106 13 et et NNP cord-325034-oefmb10g 106 14 al al NNP cord-325034-oefmb10g 106 15 . . NNP cord-325034-oefmb10g 106 16 , , , cord-325034-oefmb10g 106 17 2020 2020 CD cord-325034-oefmb10g 106 18 ) ) -RRB- cord-325034-oefmb10g 106 19 , , , cord-325034-oefmb10g 106 20 which which WDT cord-325034-oefmb10g 106 21 is be VBZ cord-325034-oefmb10g 106 22 built build VBN cord-325034-oefmb10g 106 23 from from IN cord-325034-oefmb10g 106 24 information information NN cord-325034-oefmb10g 106 25 supplied supply VBN cord-325034-oefmb10g 106 26 by by IN cord-325034-oefmb10g 106 27 the the DT cord-325034-oefmb10g 106 28 European European NNP cord-325034-oefmb10g 106 29 Centre Centre NNP cord-325034-oefmb10g 106 30 for for IN cord-325034-oefmb10g 106 31 Disease Disease NNP cord-325034-oefmb10g 106 32 Prevention Prevention NNP cord-325034-oefmb10g 106 33 and and CC cord-325034-oefmb10g 106 34 Control Control NNP cord-325034-oefmb10g 106 35 , , , cord-325034-oefmb10g 106 36 government government NN cord-325034-oefmb10g 106 37 reports report NNS cord-325034-oefmb10g 106 38 , , , cord-325034-oefmb10g 106 39 Oxford Oxford NNP cord-325034-oefmb10g 106 40 COVID-19 COVID-19 NNP cord-325034-oefmb10g 106 41 Government Government NNP cord-325034-oefmb10g 106 42 Response Response NNP cord-325034-oefmb10g 106 43 Tracker Tracker NNP cord-325034-oefmb10g 106 44 , , , cord-325034-oefmb10g 106 45 World World NNP cord-325034-oefmb10g 106 46 Bank Bank NNP cord-325034-oefmb10g 106 47 -World -World HYPH cord-325034-oefmb10g 106 48 Development Development NNP cord-325034-oefmb10g 106 49 Indicators Indicators NNPS cord-325034-oefmb10g 106 50 , , , cord-325034-oefmb10g 106 51 United United NNP cord-325034-oefmb10g 106 52 Nations Nations NNP cord-325034-oefmb10g 106 53 Statistics Statistics NNPS cord-325034-oefmb10g 106 54 Division Division NNP cord-325034-oefmb10g 106 55 and and CC cord-325034-oefmb10g 106 56 Eurostat Eurostat NNP cord-325034-oefmb10g 106 57 . . . cord-325034-oefmb10g 107 1 Although although IN cord-325034-oefmb10g 107 2 this this DT cord-325034-oefmb10g 107 3 study study NN cord-325034-oefmb10g 107 4 focuses focus VBZ cord-325034-oefmb10g 107 5 on on IN cord-325034-oefmb10g 107 6 new new JJ cord-325034-oefmb10g 107 7 active active JJ cord-325034-oefmb10g 107 8 cases case NNS cord-325034-oefmb10g 107 9 per per IN cord-325034-oefmb10g 107 10 population population NN cord-325034-oefmb10g 107 11 , , , cord-325034-oefmb10g 107 12 it -PRON- PRP cord-325034-oefmb10g 107 13 will will MD cord-325034-oefmb10g 107 14 also also RB cord-325034-oefmb10g 107 15 analyze analyze VB cord-325034-oefmb10g 107 16 total total JJ cord-325034-oefmb10g 107 17 active active JJ cord-325034-oefmb10g 107 18 cases case NNS cord-325034-oefmb10g 107 19 , , , cord-325034-oefmb10g 107 20 new new JJ cord-325034-oefmb10g 107 21 deaths death NNS cord-325034-oefmb10g 107 22 and and CC cord-325034-oefmb10g 107 23 total total JJ cord-325034-oefmb10g 107 24 deaths death NNS cord-325034-oefmb10g 107 25 per per IN cord-325034-oefmb10g 107 26 population population NN cord-325034-oefmb10g 107 27 , , , cord-325034-oefmb10g 107 28 new new JJ cord-325034-oefmb10g 107 29 tests test NNS cord-325034-oefmb10g 107 30 and and CC cord-325034-oefmb10g 107 31 test test VBP cord-325034-oefmb10g 107 32 per per IN cord-325034-oefmb10g 107 33 1,000 1,000 CD cord-325034-oefmb10g 107 34 people people NNS cord-325034-oefmb10g 107 35 , , , cord-325034-oefmb10g 107 36 the the DT cord-325034-oefmb10g 107 37 Government Government NNP cord-325034-oefmb10g 107 38 Response Response NNP cord-325034-oefmb10g 107 39 Stringency Stringency NNP cord-325034-oefmb10g 107 40 Index Index NNP cord-325034-oefmb10g 107 41 as as RB cord-325034-oefmb10g 107 42 well well RB cord-325034-oefmb10g 107 43 as as IN cord-325034-oefmb10g 107 44 other other JJ cord-325034-oefmb10g 107 45 demographic demographic JJ cord-325034-oefmb10g 107 46 and and CC cord-325034-oefmb10g 107 47 socioeconomic socioeconomic JJ cord-325034-oefmb10g 107 48 indicators indicator NNS cord-325034-oefmb10g 107 49 . . . cord-325034-oefmb10g 108 1 In in IN cord-325034-oefmb10g 108 2 this this DT cord-325034-oefmb10g 108 3 section section NN cord-325034-oefmb10g 108 4 we -PRON- PRP cord-325034-oefmb10g 108 5 present present VBP cord-325034-oefmb10g 108 6 the the DT cord-325034-oefmb10g 108 7 empirical empirical JJ cord-325034-oefmb10g 108 8 results result NNS cord-325034-oefmb10g 108 9 of of IN cord-325034-oefmb10g 108 10 this this DT cord-325034-oefmb10g 108 11 article article NN cord-325034-oefmb10g 108 12 . . . cord-325034-oefmb10g 109 1 Figure figure NN cord-325034-oefmb10g 109 2 1 1 CD cord-325034-oefmb10g 109 3 shows show VBZ cord-325034-oefmb10g 109 4 the the DT cord-325034-oefmb10g 109 5 MST MST NNP cord-325034-oefmb10g 109 6 and and CC cord-325034-oefmb10g 109 7 the the DT cord-325034-oefmb10g 109 8 corresponding correspond VBG cord-325034-oefmb10g 109 9 HT HT NNP cord-325034-oefmb10g 109 10 . . . cord-325034-oefmb10g 110 1 In in IN cord-325034-oefmb10g 110 2 Appendix Appendix NNP cord-325034-oefmb10g 110 3 1 1 CD cord-325034-oefmb10g 110 4 , , , cord-325034-oefmb10g 110 5 Table table NN cord-325034-oefmb10g 110 6 2 2 CD cord-325034-oefmb10g 110 7 lists list VBZ cord-325034-oefmb10g 110 8 the the DT cord-325034-oefmb10g 110 9 countries country NNS cord-325034-oefmb10g 110 10 belonging belong VBG cord-325034-oefmb10g 110 11 to to IN cord-325034-oefmb10g 110 12 each each DT cord-325034-oefmb10g 110 13 cluster cluster NN cord-325034-oefmb10g 110 14 and and CC cord-325034-oefmb10g 110 15 Figure figure NN cord-325034-oefmb10g 110 16 8 8 CD cord-325034-oefmb10g 110 17 shows show VBZ cord-325034-oefmb10g 110 18 how how WRB cord-325034-oefmb10g 110 19 the the DT cord-325034-oefmb10g 110 20 clusters cluster NNS cord-325034-oefmb10g 110 21 are be VBP cord-325034-oefmb10g 110 22 distributed distribute VBN cord-325034-oefmb10g 110 23 among among IN cord-325034-oefmb10g 110 24 the the DT cord-325034-oefmb10g 110 25 different different JJ cord-325034-oefmb10g 110 26 countries country NNS cord-325034-oefmb10g 110 27 belonging belong VBG cord-325034-oefmb10g 110 28 to to IN cord-325034-oefmb10g 110 29 the the DT cord-325034-oefmb10g 110 30 sample sample NN cord-325034-oefmb10g 110 31 . . . cord-325034-oefmb10g 111 1 According accord VBG cord-325034-oefmb10g 111 2 to to IN cord-325034-oefmb10g 111 3 pesudo pesudo NN cord-325034-oefmb10g 111 4 - - HYPH cord-325034-oefmb10g 111 5 F F NNP cord-325034-oefmb10g 111 6 ( ( -LRB- cord-325034-oefmb10g 111 7 Caliński Caliński NNP cord-325034-oefmb10g 111 8 and and CC cord-325034-oefmb10g 111 9 Harabasz Harabasz NNP cord-325034-oefmb10g 111 10 , , , cord-325034-oefmb10g 111 11 1974 1974 CD cord-325034-oefmb10g 111 12 ) ) -RRB- cord-325034-oefmb10g 111 13 and and CC cord-325034-oefmb10g 111 14 pseudo pseudo JJ cord-325034-oefmb10g 111 15 - - NN cord-325034-oefmb10g 111 16 t2 t2 NN cord-325034-oefmb10g 111 17 ( ( -LRB- cord-325034-oefmb10g 111 18 Duda Duda NNP cord-325034-oefmb10g 111 19 et et FW cord-325034-oefmb10g 111 20 al al NNP cord-325034-oefmb10g 111 21 . . NNP cord-325034-oefmb10g 111 22 , , , cord-325034-oefmb10g 111 23 1973 1973 CD cord-325034-oefmb10g 111 24 ) ) -RRB- cord-325034-oefmb10g 112 1 hierarchical hierarchical JJ cord-325034-oefmb10g 112 2 clustering clustering NN cord-325034-oefmb10g 112 3 stopping stop VBG cord-325034-oefmb10g 112 4 rules rule NNS cord-325034-oefmb10g 113 1 , , , cord-325034-oefmb10g 113 2 three three CD cord-325034-oefmb10g 113 3 main main JJ cord-325034-oefmb10g 113 4 groups group NNS cord-325034-oefmb10g 113 5 can can MD cord-325034-oefmb10g 113 6 be be VB cord-325034-oefmb10g 113 7 identified identify VBN cord-325034-oefmb10g 113 8 plus plus CC cord-325034-oefmb10g 113 9 a a DT cord-325034-oefmb10g 113 10 fourth fourth JJ cord-325034-oefmb10g 113 11 small small JJ cord-325034-oefmb10g 113 12 group group NN cord-325034-oefmb10g 113 13 integrated integrate VBN cord-325034-oefmb10g 113 14 by by IN cord-325034-oefmb10g 113 15 both both DT cord-325034-oefmb10g 113 16 Mongolia Mongolia NNP cord-325034-oefmb10g 113 17 and and CC cord-325034-oefmb10g 113 18 the the DT cord-325034-oefmb10g 113 19 series series NN cord-325034-oefmb10g 113 20 representing represent VBG cord-325034-oefmb10g 113 21 the the DT cord-325034-oefmb10g 113 22 average average NN cord-325034-oefmb10g 113 23 of of IN cord-325034-oefmb10g 113 24 all all PDT cord-325034-oefmb10g 113 25 the the DT cord-325034-oefmb10g 113 26 countries country NNS cord-325034-oefmb10g 113 27 . . . cord-325034-oefmb10g 114 1 Cluster cluster NN cord-325034-oefmb10g 114 2 1 1 CD cord-325034-oefmb10g 114 3 has have VBZ cord-325034-oefmb10g 114 4 104 104 CD cord-325034-oefmb10g 114 5 members member NNS cord-325034-oefmb10g 114 6 , , , cord-325034-oefmb10g 114 7 cluster cluster NN cord-325034-oefmb10g 114 8 2 2 CD cord-325034-oefmb10g 114 9 is be VBZ cord-325034-oefmb10g 114 10 integrated integrate VBN cord-325034-oefmb10g 114 11 by by IN cord-325034-oefmb10g 114 12 43 43 CD cord-325034-oefmb10g 114 13 countries country NNS cord-325034-oefmb10g 114 14 and and CC cord-325034-oefmb10g 114 15 cluster cluster NN cord-325034-oefmb10g 114 16 3 3 CD cord-325034-oefmb10g 114 17 includes include VBZ cord-325034-oefmb10g 114 18 43 43 CD cord-325034-oefmb10g 114 19 countries country NNS cord-325034-oefmb10g 114 20 . . . cord-325034-oefmb10g 115 1 Within within IN cord-325034-oefmb10g 115 2 these these DT cord-325034-oefmb10g 115 3 groups group NNS cord-325034-oefmb10g 115 4 represented represent VBN cord-325034-oefmb10g 115 5 in in IN cord-325034-oefmb10g 115 6 Figure figure NN cord-325034-oefmb10g 115 7 1 1 CD cord-325034-oefmb10g 115 8 , , , cord-325034-oefmb10g 115 9 it -PRON- PRP cord-325034-oefmb10g 115 10 can can MD cord-325034-oefmb10g 115 11 be be VB cord-325034-oefmb10g 115 12 seen see VBN cord-325034-oefmb10g 115 13 that that IN cord-325034-oefmb10g 115 14 the the DT cord-325034-oefmb10g 115 15 structure structure NN cord-325034-oefmb10g 115 16 of of IN cord-325034-oefmb10g 115 17 the the DT cord-325034-oefmb10g 115 18 network network NN cord-325034-oefmb10g 115 19 for for IN cord-325034-oefmb10g 115 20 cluster cluster NN cord-325034-oefmb10g 115 21 2 2 CD cord-325034-oefmb10g 115 22 is be VBZ cord-325034-oefmb10g 115 23 linear linear JJ cord-325034-oefmb10g 115 24 while while IN cord-325034-oefmb10g 115 25 for for IN cord-325034-oefmb10g 115 26 clusters cluster NNS cord-325034-oefmb10g 115 27 1 1 CD cord-325034-oefmb10g 115 28 and and CC cord-325034-oefmb10g 115 29 3 3 CD cord-325034-oefmb10g 116 1 it -PRON- PRP cord-325034-oefmb10g 116 2 has have VBZ cord-325034-oefmb10g 116 3 countries country NNS cord-325034-oefmb10g 116 4 with with IN cord-325034-oefmb10g 116 5 a a DT cord-325034-oefmb10g 116 6 higher high JJR cord-325034-oefmb10g 116 7 number number NN cord-325034-oefmb10g 116 8 of of IN cord-325034-oefmb10g 116 9 connections connection NNS cord-325034-oefmb10g 116 10 . . . cord-325034-oefmb10g 117 1 A a DT cord-325034-oefmb10g 117 2 higher high JJR cord-325034-oefmb10g 117 3 number number NN cord-325034-oefmb10g 117 4 of of IN cord-325034-oefmb10g 117 5 connections connection NNS cord-325034-oefmb10g 117 6 ( ( -LRB- cord-325034-oefmb10g 117 7 higher high JJR cord-325034-oefmb10g 117 8 node node NN cord-325034-oefmb10g 117 9 degree degree NN cord-325034-oefmb10g 117 10 ) ) -RRB- cord-325034-oefmb10g 117 11 or or CC cord-325034-oefmb10g 117 12 a a DT cord-325034-oefmb10g 117 13 higher high JJR cord-325034-oefmb10g 117 14 number number NN cord-325034-oefmb10g 117 15 of of IN cord-325034-oefmb10g 117 16 shortest short JJS cord-325034-oefmb10g 117 17 paths path NNS cord-325034-oefmb10g 117 18 that that WDT cord-325034-oefmb10g 117 19 pass pass VBP cord-325034-oefmb10g 117 20 through through IN cord-325034-oefmb10g 117 21 the the DT cord-325034-oefmb10g 117 22 node node NN cord-325034-oefmb10g 117 23 ( ( -LRB- cord-325034-oefmb10g 117 24 higher high JJR cord-325034-oefmb10g 117 25 betweenness betweenness NN cord-325034-oefmb10g 117 26 centrality centrality NN cord-325034-oefmb10g 117 27 ) ) -RRB- cord-325034-oefmb10g 117 28 imply imply VBP cord-325034-oefmb10g 117 29 that that IN cord-325034-oefmb10g 117 30 these these DT cord-325034-oefmb10g 117 31 nodes node NNS cord-325034-oefmb10g 117 32 summarize summarize VBP cord-325034-oefmb10g 117 33 a a DT cord-325034-oefmb10g 117 34 large large JJ cord-325034-oefmb10g 117 35 amount amount NN cord-325034-oefmb10g 117 36 of of IN cord-325034-oefmb10g 117 37 information information NN cord-325034-oefmb10g 117 38 from from IN cord-325034-oefmb10g 117 39 the the DT cord-325034-oefmb10g 117 40 network network NN cord-325034-oefmb10g 117 41 . . . cord-325034-oefmb10g 118 1 In in IN cord-325034-oefmb10g 118 2 other other JJ cord-325034-oefmb10g 118 3 words word NNS cord-325034-oefmb10g 118 4 , , , cord-325034-oefmb10g 118 5 it -PRON- PRP cord-325034-oefmb10g 118 6 means mean VBZ cord-325034-oefmb10g 118 7 the the DT cord-325034-oefmb10g 118 8 data data NN cord-325034-oefmb10g 118 9 series series NN cord-325034-oefmb10g 118 10 for for IN cord-325034-oefmb10g 118 11 these these DT cord-325034-oefmb10g 118 12 countries country NNS cord-325034-oefmb10g 118 13 represent represent VBP cord-325034-oefmb10g 118 14 many many JJ cord-325034-oefmb10g 118 15 of of IN cord-325034-oefmb10g 118 16 the the DT cord-325034-oefmb10g 118 17 characteristics characteristic NNS cord-325034-oefmb10g 118 18 of of IN cord-325034-oefmb10g 118 19 the the DT cord-325034-oefmb10g 118 20 groups group NNS cord-325034-oefmb10g 118 21 to to TO cord-325034-oefmb10g 118 22 which which WDT cord-325034-oefmb10g 118 23 they -PRON- PRP cord-325034-oefmb10g 118 24 belong belong VBP cord-325034-oefmb10g 118 25 . . . cord-325034-oefmb10g 119 1 Table table NN cord-325034-oefmb10g 119 2 _SP cord-325034-oefmb10g 119 3 1 1 CD cord-325034-oefmb10g 119 4 shows show VBZ cord-325034-oefmb10g 119 5 that that IN cord-325034-oefmb10g 119 6 the the DT cord-325034-oefmb10g 119 7 nodes node NNS cord-325034-oefmb10g 119 8 with with IN cord-325034-oefmb10g 119 9 the the DT cord-325034-oefmb10g 119 10 highest high JJS cord-325034-oefmb10g 119 11 centrality centrality NN cord-325034-oefmb10g 119 12 are be VBP cord-325034-oefmb10g 119 13 India India NNP cord-325034-oefmb10g 119 14 , , , cord-325034-oefmb10g 119 15 Indonesia Indonesia NNP cord-325034-oefmb10g 119 16 and and CC cord-325034-oefmb10g 119 17 Mexico Mexico NNP cord-325034-oefmb10g 119 18 for for IN cord-325034-oefmb10g 119 19 cluster cluster NN cord-325034-oefmb10g 119 20 1 1 CD cord-325034-oefmb10g 119 21 and and CC cord-325034-oefmb10g 119 22 Italy Italy NNP cord-325034-oefmb10g 119 23 and and CC cord-325034-oefmb10g 119 24 Romania Romania NNP cord-325034-oefmb10g 119 25 for for IN cord-325034-oefmb10g 119 26 cluster cluster NN cord-325034-oefmb10g 119 27 3 3 CD cord-325034-oefmb10g 119 28 . . . cord-325034-oefmb10g 120 1 India India NNP cord-325034-oefmb10g 120 2 _SP cord-325034-oefmb10g 120 3 1 1 CD cord-325034-oefmb10g 120 4 _SP cord-325034-oefmb10g 120 5 7 7 CD cord-325034-oefmb10g 120 6 _SP cord-325034-oefmb10g 120 7 11486 11486 CD cord-325034-oefmb10g 120 8 _SP cord-325034-oefmb10g 121 1 Italy Italy NNP cord-325034-oefmb10g 121 2 _SP cord-325034-oefmb10g 122 1 3 3 CD cord-325034-oefmb10g 122 2 _SP cord-325034-oefmb10g 123 1 5 5 CD cord-325034-oefmb10g 123 2 _SP cord-325034-oefmb10g 124 1 9783 9783 CD cord-325034-oefmb10g 124 2 _SP cord-325034-oefmb10g 125 1 Indonesia Indonesia NNP cord-325034-oefmb10g 125 2 _SP cord-325034-oefmb10g 126 1 1 1 CD cord-325034-oefmb10g 126 2 _SP cord-325034-oefmb10g 127 1 4 4 CD cord-325034-oefmb10g 127 2 _SP cord-325034-oefmb10g 128 1 9659 9659 CD cord-325034-oefmb10g 128 2 _SP cord-325034-oefmb10g 129 1 Mexico Mexico NNP cord-325034-oefmb10g 129 2 _SP cord-325034-oefmb10g 130 1 1 1 CD cord-325034-oefmb10g 130 2 _SP cord-325034-oefmb10g 130 3 4 4 CD cord-325034-oefmb10g 130 4 _SP cord-325034-oefmb10g 130 5 9398 9398 CD cord-325034-oefmb10g 130 6 _SP cord-325034-oefmb10g 131 1 Romania Romania NNP cord-325034-oefmb10g 131 2 _SP cord-325034-oefmb10g 132 1 3 3 CD cord-325034-oefmb10g 132 2 _SP cord-325034-oefmb10g 132 3 5 5 CD cord-325034-oefmb10g 132 4 _SP cord-325034-oefmb10g 132 5 9339 9339 CD cord-325034-oefmb10g 132 6 _SP cord-325034-oefmb10g 133 1 Table table NN cord-325034-oefmb10g 133 2 1 1 CD cord-325034-oefmb10g 133 3 : : : cord-325034-oefmb10g 134 1 Node node NN cord-325034-oefmb10g 134 2 degree degree NN cord-325034-oefmb10g 134 3 and and CC cord-325034-oefmb10g 134 4 node node NN cord-325034-oefmb10g 134 5 betweenness betweenness NN cord-325034-oefmb10g 134 6 for for IN cord-325034-oefmb10g 134 7 the the DT cord-325034-oefmb10g 134 8 set set NN cord-325034-oefmb10g 134 9 of of IN cord-325034-oefmb10g 134 10 countries country NNS cord-325034-oefmb10g 134 11 with with IN cord-325034-oefmb10g 134 12 the the DT cord-325034-oefmb10g 134 13 highest high JJS cord-325034-oefmb10g 134 14 betweenness betweenness NN cord-325034-oefmb10g 134 15 centrality centrality NN cord-325034-oefmb10g 134 16 . . . cord-325034-oefmb10g 134 17 . . . cord-325034-oefmb10g 135 1 CC CC NNP cord-325034-oefmb10g 135 2 - - HYPH cord-325034-oefmb10g 135 3 BY BY NNP cord-325034-oefmb10g 135 4 - - HYPH cord-325034-oefmb10g 135 5 NC NC NNP cord-325034-oefmb10g 135 6 - - HYPH cord-325034-oefmb10g 135 7 ND ND NNP cord-325034-oefmb10g 135 8 4.0 4.0 CD cord-325034-oefmb10g 135 9 International international JJ cord-325034-oefmb10g 135 10 license license NN cord-325034-oefmb10g 136 1 It -PRON- PRP cord-325034-oefmb10g 136 2 is be VBZ cord-325034-oefmb10g 136 3 made make VBN cord-325034-oefmb10g 136 4 available available JJ cord-325034-oefmb10g 136 5 under under IN cord-325034-oefmb10g 136 6 a a DT cord-325034-oefmb10g 136 7 perpetuity perpetuity NN cord-325034-oefmb10g 136 8 . . . cord-325034-oefmb10g 137 1 is be VBZ cord-325034-oefmb10g 137 2 the the DT cord-325034-oefmb10g 137 3 author author NN cord-325034-oefmb10g 137 4 / / SYM cord-325034-oefmb10g 137 5 funder funder NN cord-325034-oefmb10g 137 6 , , , cord-325034-oefmb10g 137 7 who who WP cord-325034-oefmb10g 137 8 has have VBZ cord-325034-oefmb10g 137 9 granted grant VBN cord-325034-oefmb10g 137 10 medRxiv medRxiv NNS cord-325034-oefmb10g 137 11 a a DT cord-325034-oefmb10g 137 12 license license NN cord-325034-oefmb10g 137 13 to to TO cord-325034-oefmb10g 137 14 display display VB cord-325034-oefmb10g 137 15 the the DT cord-325034-oefmb10g 137 16 preprint preprint NN cord-325034-oefmb10g 137 17 in in IN cord-325034-oefmb10g 137 18 ( ( -LRB- cord-325034-oefmb10g 137 19 which which WDT cord-325034-oefmb10g 137 20 was be VBD cord-325034-oefmb10g 137 21 not not RB cord-325034-oefmb10g 137 22 certified certify VBN cord-325034-oefmb10g 137 23 by by IN cord-325034-oefmb10g 137 24 peer peer NN cord-325034-oefmb10g 137 25 review review NN cord-325034-oefmb10g 137 26 ) ) -RRB- cord-325034-oefmb10g 137 27 preprint preprint NN cord-325034-oefmb10g 138 1 The the DT cord-325034-oefmb10g 138 2 copyright copyright NN cord-325034-oefmb10g 138 3 holder holder NN cord-325034-oefmb10g 138 4 for for IN cord-325034-oefmb10g 138 5 this this DT cord-325034-oefmb10g 138 6 this this DT cord-325034-oefmb10g 138 7 version version NN cord-325034-oefmb10g 138 8 posted post VBD cord-325034-oefmb10g 138 9 August August NNP cord-325034-oefmb10g 138 10 21 21 CD cord-325034-oefmb10g 138 11 , , , cord-325034-oefmb10g 138 12 2020 2020 CD cord-325034-oefmb10g 138 13 . . . cord-325034-oefmb10g 139 1 is be VBZ cord-325034-oefmb10g 139 2 the the DT cord-325034-oefmb10g 139 3 author author NN cord-325034-oefmb10g 139 4 / / SYM cord-325034-oefmb10g 139 5 funder funder NN cord-325034-oefmb10g 139 6 , , , cord-325034-oefmb10g 139 7 who who WP cord-325034-oefmb10g 139 8 has have VBZ cord-325034-oefmb10g 139 9 granted grant VBN cord-325034-oefmb10g 139 10 medRxiv medRxiv NNS cord-325034-oefmb10g 139 11 a a DT cord-325034-oefmb10g 139 12 license license NN cord-325034-oefmb10g 139 13 to to TO cord-325034-oefmb10g 139 14 display display VB cord-325034-oefmb10g 139 15 the the DT cord-325034-oefmb10g 139 16 preprint preprint NN cord-325034-oefmb10g 139 17 in in IN cord-325034-oefmb10g 139 18 ( ( -LRB- cord-325034-oefmb10g 139 19 which which WDT cord-325034-oefmb10g 139 20 was be VBD cord-325034-oefmb10g 139 21 not not RB cord-325034-oefmb10g 139 22 certified certify VBN cord-325034-oefmb10g 139 23 by by IN cord-325034-oefmb10g 139 24 peer peer NN cord-325034-oefmb10g 139 25 review review NN cord-325034-oefmb10g 139 26 ) ) -RRB- cord-325034-oefmb10g 140 1 preprint preprint NN cord-325034-oefmb10g 141 1 The the DT cord-325034-oefmb10g 141 2 copyright copyright NN cord-325034-oefmb10g 141 3 holder holder NN cord-325034-oefmb10g 141 4 for for IN cord-325034-oefmb10g 141 5 this this DT cord-325034-oefmb10g 141 6 this this DT cord-325034-oefmb10g 141 7 version version NN cord-325034-oefmb10g 141 8 posted post VBD cord-325034-oefmb10g 141 9 August August NNP cord-325034-oefmb10g 141 10 21 21 CD cord-325034-oefmb10g 141 11 , , , cord-325034-oefmb10g 141 12 2020 2020 CD cord-325034-oefmb10g 141 13 . . . cord-325034-oefmb10g 142 1 As as IN cord-325034-oefmb10g 142 2 showed show VBN cord-325034-oefmb10g 142 3 by by IN cord-325034-oefmb10g 142 4 Figure figure NN cord-325034-oefmb10g 142 5 2 2 CD cord-325034-oefmb10g 142 6 , , , cord-325034-oefmb10g 142 7 each each DT cord-325034-oefmb10g 142 8 group group NN cord-325034-oefmb10g 142 9 of of IN cord-325034-oefmb10g 142 10 countries country NNS cord-325034-oefmb10g 142 11 exhibits exhibit VBZ cord-325034-oefmb10g 142 12 a a DT cord-325034-oefmb10g 142 13 different different JJ cord-325034-oefmb10g 142 14 kind kind NN cord-325034-oefmb10g 142 15 of of IN cord-325034-oefmb10g 142 16 dynamic dynamic JJ cord-325034-oefmb10g 142 17 behavior behavior NN cord-325034-oefmb10g 142 18 . . . cord-325034-oefmb10g 143 1 Countries country NNS cord-325034-oefmb10g 143 2 in in IN cord-325034-oefmb10g 143 3 cluster cluster NN cord-325034-oefmb10g 143 4 1 1 CD cord-325034-oefmb10g 143 5 starts start NNS cord-325034-oefmb10g 143 6 with with IN cord-325034-oefmb10g 143 7 a a DT cord-325034-oefmb10g 143 8 low low JJ cord-325034-oefmb10g 143 9 number number NN cord-325034-oefmb10g 143 10 of of IN cord-325034-oefmb10g 143 11 cases case NNS cord-325034-oefmb10g 143 12 per per IN cord-325034-oefmb10g 143 13 million million CD cord-325034-oefmb10g 143 14 , , , cord-325034-oefmb10g 143 15 although although IN cord-325034-oefmb10g 143 16 it -PRON- PRP cord-325034-oefmb10g 143 17 maintains maintain VBZ cord-325034-oefmb10g 143 18 an an DT cord-325034-oefmb10g 143 19 upward upward JJ cord-325034-oefmb10g 143 20 trend trend NN cord-325034-oefmb10g 143 21 during during IN cord-325034-oefmb10g 143 22 the the DT cord-325034-oefmb10g 143 23 whole whole JJ cord-325034-oefmb10g 143 24 period period NN cord-325034-oefmb10g 143 25 . . . cord-325034-oefmb10g 144 1 On on IN cord-325034-oefmb10g 144 2 the the DT cord-325034-oefmb10g 144 3 other other JJ cord-325034-oefmb10g 144 4 hand hand NN cord-325034-oefmb10g 144 5 , , , cord-325034-oefmb10g 144 6 cluster cluster NN cord-325034-oefmb10g 144 7 2 2 CD cord-325034-oefmb10g 144 8 begins begin VBZ cord-325034-oefmb10g 144 9 with with IN cord-325034-oefmb10g 144 10 values value NNS cord-325034-oefmb10g 144 11 between between IN cord-325034-oefmb10g 144 12 10 10 CD cord-325034-oefmb10g 144 13 and and CC cord-325034-oefmb10g 144 14 20 20 CD cord-325034-oefmb10g 144 15 cases case NNS cord-325034-oefmb10g 144 16 per per IN cord-325034-oefmb10g 144 17 million million CD cord-325034-oefmb10g 144 18 and and CC cord-325034-oefmb10g 144 19 follows follow VBZ cord-325034-oefmb10g 144 20 a a DT cord-325034-oefmb10g 144 21 decreasing decrease VBG cord-325034-oefmb10g 144 22 trend trend NN cord-325034-oefmb10g 144 23 . . . cord-325034-oefmb10g 145 1 Finally finally RB cord-325034-oefmb10g 145 2 , , , cord-325034-oefmb10g 145 3 cluster cluster NN cord-325034-oefmb10g 145 4 3 3 CD cord-325034-oefmb10g 145 5 reaches reach VBZ cord-325034-oefmb10g 145 6 its -PRON- PRP$ cord-325034-oefmb10g 145 7 peak peak NN cord-325034-oefmb10g 145 8 between between IN cord-325034-oefmb10g 145 9 the the DT cord-325034-oefmb10g 145 10 20th 20th JJ cord-325034-oefmb10g 145 11 and and CC cord-325034-oefmb10g 145 12 40th 40th JJ cord-325034-oefmb10g 145 13 day day NN cord-325034-oefmb10g 145 14 and and CC cord-325034-oefmb10g 145 15 immediately immediately RB cord-325034-oefmb10g 145 16 starts start VBZ cord-325034-oefmb10g 145 17 to to TO cord-325034-oefmb10g 145 18 decrease decrease VB cord-325034-oefmb10g 145 19 . . . cord-325034-oefmb10g 146 1 On on IN cord-325034-oefmb10g 146 2 the the DT cord-325034-oefmb10g 146 3 other other JJ cord-325034-oefmb10g 146 4 hand hand NN cord-325034-oefmb10g 146 5 , , , cord-325034-oefmb10g 146 6 when when WRB cord-325034-oefmb10g 146 7 observing observe VBG cord-325034-oefmb10g 146 8 the the DT cord-325034-oefmb10g 146 9 dynamics dynamic NNS cord-325034-oefmb10g 146 10 within within IN cord-325034-oefmb10g 146 11 each each DT cord-325034-oefmb10g 146 12 group group NN cord-325034-oefmb10g 146 13 of of IN cord-325034-oefmb10g 146 14 countries country NNS cord-325034-oefmb10g 146 15 , , , cord-325034-oefmb10g 146 16 it -PRON- PRP cord-325034-oefmb10g 146 17 can can MD cord-325034-oefmb10g 146 18 be be VB cord-325034-oefmb10g 146 19 seen see VBN cord-325034-oefmb10g 146 20 that that IN cord-325034-oefmb10g 146 21 the the DT cord-325034-oefmb10g 146 22 median median NN cord-325034-oefmb10g 146 23 represents represent VBZ cord-325034-oefmb10g 146 24 the the DT cord-325034-oefmb10g 146 25 trend trend NN cord-325034-oefmb10g 146 26 behavior behavior NN cord-325034-oefmb10g 146 27 within within IN cord-325034-oefmb10g 146 28 each each DT cord-325034-oefmb10g 146 29 group group NN cord-325034-oefmb10g 146 30 . . . cord-325034-oefmb10g 147 1 How how WRB cord-325034-oefmb10g 147 2 similarity similarity NN cord-325034-oefmb10g 147 3 is be VBZ cord-325034-oefmb10g 147 4 measured measure VBN cord-325034-oefmb10g 147 5 in in IN cord-325034-oefmb10g 147 6 this this DT cord-325034-oefmb10g 147 7 work work NN cord-325034-oefmb10g 147 8 ( ( -LRB- cord-325034-oefmb10g 147 9 Pearson Pearson NNP cord-325034-oefmb10g 147 10 's 's POS cord-325034-oefmb10g 147 11 correlation correlation NN cord-325034-oefmb10g 147 12 coefficient coefficient NN cord-325034-oefmb10g 147 13 ) ) -RRB- cord-325034-oefmb10g 147 14 tends tend VBZ cord-325034-oefmb10g 147 15 to to TO cord-325034-oefmb10g 147 16 group group NN cord-325034-oefmb10g 147 17 countries country NNS cord-325034-oefmb10g 147 18 with with IN cord-325034-oefmb10g 147 19 similar similar JJ cord-325034-oefmb10g 147 20 trends trend NNS cord-325034-oefmb10g 147 21 , , , cord-325034-oefmb10g 147 22 therefore therefore RB cord-325034-oefmb10g 147 23 the the DT cord-325034-oefmb10g 147 24 three three CD cord-325034-oefmb10g 147 25 main main JJ cord-325034-oefmb10g 147 26 clusters cluster NNS cord-325034-oefmb10g 147 27 represent represent VBP cord-325034-oefmb10g 147 28 three three CD cord-325034-oefmb10g 147 29 different different JJ cord-325034-oefmb10g 147 30 dynamic dynamic JJ cord-325034-oefmb10g 147 31 behaviors behavior NNS cord-325034-oefmb10g 147 32 for for IN cord-325034-oefmb10g 147 33 the the DT cord-325034-oefmb10g 147 34 first first JJ cord-325034-oefmb10g 147 35 100 100 CD cord-325034-oefmb10g 147 36 days day NNS cord-325034-oefmb10g 147 37 : : : cord-325034-oefmb10g 147 38 sustained sustain VBN cord-325034-oefmb10g 147 39 growth growth NN cord-325034-oefmb10g 147 40 , , , cord-325034-oefmb10g 147 41 decrease decrease VB cord-325034-oefmb10g 147 42 sustained sustain VBN cord-325034-oefmb10g 147 43 or or CC cord-325034-oefmb10g 147 44 accelerated accelerate VBN cord-325034-oefmb10g 147 45 growth growth NN cord-325034-oefmb10g 147 46 followed follow VBN cord-325034-oefmb10g 147 47 by by IN cord-325034-oefmb10g 147 48 a a DT cord-325034-oefmb10g 147 49 decrease decrease NN cord-325034-oefmb10g 147 50 in in IN cord-325034-oefmb10g 147 51 the the DT cord-325034-oefmb10g 147 52 number number NN cord-325034-oefmb10g 147 53 of of IN cord-325034-oefmb10g 147 54 new new JJ cord-325034-oefmb10g 147 55 cases case NNS cord-325034-oefmb10g 147 56 . . . cord-325034-oefmb10g 148 1 Figure figure NN cord-325034-oefmb10g 148 2 3 3 CD cord-325034-oefmb10g 148 3 shows show VBZ cord-325034-oefmb10g 148 4 examples example NNS cord-325034-oefmb10g 148 5 of of IN cord-325034-oefmb10g 148 6 the the DT cord-325034-oefmb10g 148 7 dynamic dynamic JJ cord-325034-oefmb10g 148 8 behavior behavior NN cord-325034-oefmb10g 148 9 of of IN cord-325034-oefmb10g 148 10 countries country NNS cord-325034-oefmb10g 148 11 extracted extract VBN cord-325034-oefmb10g 148 12 from from IN cord-325034-oefmb10g 148 13 each each DT cord-325034-oefmb10g 148 14 cluster cluster NN cord-325034-oefmb10g 148 15 . . . cord-325034-oefmb10g 149 1 Mexico Mexico NNP cord-325034-oefmb10g 149 2 and and CC cord-325034-oefmb10g 149 3 Argentina Argentina NNP cord-325034-oefmb10g 149 4 , , , cord-325034-oefmb10g 149 5 both both DT cord-325034-oefmb10g 149 6 members member NNS cord-325034-oefmb10g 149 7 of of IN cord-325034-oefmb10g 149 8 cluster cluster NN cord-325034-oefmb10g 149 9 1 1 CD cord-325034-oefmb10g 149 10 , , , cord-325034-oefmb10g 149 11 follow follow VB cord-325034-oefmb10g 149 12 a a DT cord-325034-oefmb10g 149 13 quite quite RB cord-325034-oefmb10g 149 14 similar similar JJ cord-325034-oefmb10g 149 15 upward upward JJ cord-325034-oefmb10g 149 16 trend trend NN cord-325034-oefmb10g 149 17 , , , cord-325034-oefmb10g 149 18 whereas whereas IN cord-325034-oefmb10g 149 19 the the DT cord-325034-oefmb10g 149 20 paradigmatic paradigmatic JJ cord-325034-oefmb10g 149 21 case case NN cord-325034-oefmb10g 149 22 of of IN cord-325034-oefmb10g 149 23 Uruguay Uruguay NNP cord-325034-oefmb10g 149 24 ( ( -LRB- cord-325034-oefmb10g 149 25 see see VB cord-325034-oefmb10g 149 26 Moreno Moreno NNP cord-325034-oefmb10g 149 27 et et NNP cord-325034-oefmb10g 149 28 al al NNP cord-325034-oefmb10g 149 29 , , , cord-325034-oefmb10g 149 30 2020 2020 CD cord-325034-oefmb10g 149 31 ) ) -RRB- cord-325034-oefmb10g 150 1 -member -member NN cord-325034-oefmb10g 150 2 of of IN cord-325034-oefmb10g 151 1 cluster cluster NN cord-325034-oefmb10g 151 2 2-follows 2-follows CD cord-325034-oefmb10g 151 3 an an DT cord-325034-oefmb10g 151 4 oscillatory oscillatory JJ cord-325034-oefmb10g 151 5 although although IN cord-325034-oefmb10g 151 6 descending descend VBG cord-325034-oefmb10g 151 7 trend trend NN cord-325034-oefmb10g 151 8 . . . cord-325034-oefmb10g 152 1 Italy Italy NNP cord-325034-oefmb10g 152 2 is be VBZ cord-325034-oefmb10g 152 3 a a DT cord-325034-oefmb10g 152 4 representative representative JJ cord-325034-oefmb10g 152 5 example example NN cord-325034-oefmb10g 152 6 of of IN cord-325034-oefmb10g 152 7 cluster cluster NN cord-325034-oefmb10g 152 8 3 3 CD cord-325034-oefmb10g 152 9 , , , cord-325034-oefmb10g 152 10 as as IN cord-325034-oefmb10g 152 11 we -PRON- PRP cord-325034-oefmb10g 152 12 mentioned mention VBD cord-325034-oefmb10g 152 13 before before RB cord-325034-oefmb10g 152 14 . . . cord-325034-oefmb10g 153 1 We -PRON- PRP cord-325034-oefmb10g 153 2 observe observe VBP cord-325034-oefmb10g 153 3 that that IN cord-325034-oefmb10g 153 4 it -PRON- PRP cord-325034-oefmb10g 153 5 began begin VBD cord-325034-oefmb10g 153 6 with with IN cord-325034-oefmb10g 153 7 a a DT cord-325034-oefmb10g 153 8 pronounced pronounced JJ cord-325034-oefmb10g 153 9 increase increase NN cord-325034-oefmb10g 153 10 in in IN cord-325034-oefmb10g 153 11 new new JJ cord-325034-oefmb10g 153 12 cases case NNS cord-325034-oefmb10g 153 13 , , , cord-325034-oefmb10g 153 14 reached reach VBD cord-325034-oefmb10g 153 15 its -PRON- PRP$ cord-325034-oefmb10g 153 16 peak peak NN cord-325034-oefmb10g 153 17 between between IN cord-325034-oefmb10g 153 18 the the DT cord-325034-oefmb10g 153 19 20th 20th JJ cord-325034-oefmb10g 153 20 and and CC cord-325034-oefmb10g 153 21 40th 40th JJ cord-325034-oefmb10g 153 22 day day NN cord-325034-oefmb10g 153 23 and and CC cord-325034-oefmb10g 153 24 afterwards afterwards RB cord-325034-oefmb10g 153 25 started start VBD cord-325034-oefmb10g 153 26 a a DT cord-325034-oefmb10g 153 27 descending descend VBG cord-325034-oefmb10g 153 28 trajectory trajectory NN cord-325034-oefmb10g 153 29 . . . cord-325034-oefmb10g 154 1 It -PRON- PRP cord-325034-oefmb10g 154 2 is be VBZ cord-325034-oefmb10g 154 3 worth worth JJ cord-325034-oefmb10g 154 4 to to TO cord-325034-oefmb10g 154 5 note note VB cord-325034-oefmb10g 154 6 that that IN cord-325034-oefmb10g 154 7 cluster cluster NN cord-325034-oefmb10g 154 8 3 3 CD cord-325034-oefmb10g 154 9 is be VBZ cord-325034-oefmb10g 154 10 the the DT cord-325034-oefmb10g 154 11 group group NN cord-325034-oefmb10g 154 12 with with IN cord-325034-oefmb10g 154 13 the the DT cord-325034-oefmb10g 154 14 highest high JJS cord-325034-oefmb10g 154 15 number number NN cord-325034-oefmb10g 154 16 of of IN cord-325034-oefmb10g 154 17 cases case NNS cord-325034-oefmb10g 154 18 , , , cord-325034-oefmb10g 154 19 as as IN cord-325034-oefmb10g 154 20 can can MD cord-325034-oefmb10g 154 21 be be VB cord-325034-oefmb10g 154 22 seen see VBN cord-325034-oefmb10g 154 23 in in IN cord-325034-oefmb10g 154 24 Figure figure NN cord-325034-oefmb10g 154 25 4 4 CD cord-325034-oefmb10g 154 26 . . . cord-325034-oefmb10g 155 1 In in IN cord-325034-oefmb10g 155 2 addition addition NN cord-325034-oefmb10g 155 3 , , , cord-325034-oefmb10g 155 4 this this DT cord-325034-oefmb10g 155 5 cluster cluster NN cord-325034-oefmb10g 155 6 has have VBZ cord-325034-oefmb10g 155 7 had have VBN cord-325034-oefmb10g 155 8 the the DT cord-325034-oefmb10g 155 9 most most RBS cord-325034-oefmb10g 155 10 pronounced pronounce VBN cord-325034-oefmb10g 155 11 downward downward JJ cord-325034-oefmb10g 155 12 trend trend NN cord-325034-oefmb10g 155 13 . . . cord-325034-oefmb10g 156 1 This this DT cord-325034-oefmb10g 156 2 group group NN cord-325034-oefmb10g 156 3 includes include VBZ cord-325034-oefmb10g 156 4 China China NNP cord-325034-oefmb10g 156 5 and and CC cord-325034-oefmb10g 156 6 Italy Italy NNP cord-325034-oefmb10g 156 7 , , , cord-325034-oefmb10g 156 8 countries country NNS cord-325034-oefmb10g 156 9 with with IN cord-325034-oefmb10g 156 10 an an DT cord-325034-oefmb10g 156 11 accelerated accelerate VBN cord-325034-oefmb10g 156 12 initial initial JJ cord-325034-oefmb10g 156 13 growth growth NN cord-325034-oefmb10g 156 14 . . . cord-325034-oefmb10g 157 1 Initially initially RB cord-325034-oefmb10g 157 2 they -PRON- PRP cord-325034-oefmb10g 157 3 experienced experience VBD cord-325034-oefmb10g 157 4 an an DT cord-325034-oefmb10g 157 5 accelerated accelerated JJ cord-325034-oefmb10g 157 6 rate rate NN cord-325034-oefmb10g 157 7 of of IN cord-325034-oefmb10g 157 8 contagion contagion NN cord-325034-oefmb10g 157 9 , , , cord-325034-oefmb10g 157 10 reached reach VBD cord-325034-oefmb10g 157 11 their -PRON- PRP$ cord-325034-oefmb10g 157 12 respective respective JJ cord-325034-oefmb10g 157 13 peaks peak NNS cord-325034-oefmb10g 157 14 and and CC cord-325034-oefmb10g 157 15 entered enter VBD cord-325034-oefmb10g 157 16 sooner soon RBR cord-325034-oefmb10g 157 17 into into IN cord-325034-oefmb10g 157 18 the the DT cord-325034-oefmb10g 157 19 phase phase NN cord-325034-oefmb10g 157 20 of of IN cord-325034-oefmb10g 157 21 deceleration deceleration NN cord-325034-oefmb10g 157 22 . . . cord-325034-oefmb10g 158 1 In in IN cord-325034-oefmb10g 158 2 addition addition NN cord-325034-oefmb10g 158 3 , , , cord-325034-oefmb10g 158 4 many many JJ cord-325034-oefmb10g 158 5 of of IN cord-325034-oefmb10g 158 6 the the DT cord-325034-oefmb10g 158 7 cluster cluster NN cord-325034-oefmb10g 158 8 3 3 CD cord-325034-oefmb10g 158 9 countries country NNS cord-325034-oefmb10g 158 10 have have VBP cord-325034-oefmb10g 158 11 been be VBN cord-325034-oefmb10g 158 12 the the DT cord-325034-oefmb10g 158 13 first first JJ cord-325034-oefmb10g 158 14 countries country NNS cord-325034-oefmb10g 158 15 to to TO cord-325034-oefmb10g 158 16 face face VB cord-325034-oefmb10g 158 17 COVID COVID NNP cord-325034-oefmb10g 158 18 19 19 CD cord-325034-oefmb10g 158 19 , , , cord-325034-oefmb10g 158 20 in in IN cord-325034-oefmb10g 158 21 the the DT cord-325034-oefmb10g 158 22 epidemic epidemic NN cord-325034-oefmb10g 158 23 stage stage NN cord-325034-oefmb10g 158 24 . . . cord-325034-oefmb10g 159 1 We -PRON- PRP cord-325034-oefmb10g 159 2 can can MD cord-325034-oefmb10g 159 3 assume assume VB cord-325034-oefmb10g 159 4 that that IN cord-325034-oefmb10g 159 5 in in IN cord-325034-oefmb10g 159 6 the the DT cord-325034-oefmb10g 159 7 absence absence NN cord-325034-oefmb10g 159 8 of of IN cord-325034-oefmb10g 159 9 knowledge knowledge NN cord-325034-oefmb10g 159 10 about about IN cord-325034-oefmb10g 159 11 this this DT cord-325034-oefmb10g 159 12 disease disease NN cord-325034-oefmb10g 159 13 and and CC cord-325034-oefmb10g 159 14 the the DT cord-325034-oefmb10g 159 15 lack lack NN cord-325034-oefmb10g 159 16 of of IN cord-325034-oefmb10g 159 17 adequate adequate JJ cord-325034-oefmb10g 159 18 protocols protocol NNS cord-325034-oefmb10g 159 19 in in IN cord-325034-oefmb10g 159 20 early early JJ cord-325034-oefmb10g 159 21 2020 2020 CD cord-325034-oefmb10g 159 22 , , , cord-325034-oefmb10g 159 23 the the DT cord-325034-oefmb10g 159 24 virus virus NN cord-325034-oefmb10g 159 25 spread spread VBD cord-325034-oefmb10g 159 26 more more RBR cord-325034-oefmb10g 159 27 rapidly rapidly RB cord-325034-oefmb10g 159 28 through through IN cord-325034-oefmb10g 159 29 these these DT cord-325034-oefmb10g 159 30 countries country NNS cord-325034-oefmb10g 159 31 . . . cord-325034-oefmb10g 160 1 Group group NN cord-325034-oefmb10g 160 2 2 2 CD cord-325034-oefmb10g 160 3 is be VBZ cord-325034-oefmb10g 160 4 composed compose VBN cord-325034-oefmb10g 160 5 of of IN cord-325034-oefmb10g 160 6 islands island NNS cord-325034-oefmb10g 160 7 and and CC cord-325034-oefmb10g 160 8 small small JJ cord-325034-oefmb10g 160 9 countries country NNS cord-325034-oefmb10g 160 10 . . . cord-325034-oefmb10g 161 1 We -PRON- PRP cord-325034-oefmb10g 161 2 can can MD cord-325034-oefmb10g 161 3 assume assume VB cord-325034-oefmb10g 161 4 that that IN cord-325034-oefmb10g 161 5 these these DT cord-325034-oefmb10g 161 6 geographical geographical JJ cord-325034-oefmb10g 161 7 conditions condition NNS cord-325034-oefmb10g 161 8 made make VBD cord-325034-oefmb10g 161 9 it -PRON- PRP cord-325034-oefmb10g 161 10 easier easy JJR cord-325034-oefmb10g 161 11 for for IN cord-325034-oefmb10g 161 12 them -PRON- PRP cord-325034-oefmb10g 161 13 to to TO cord-325034-oefmb10g 161 14 isolate isolate VB cord-325034-oefmb10g 161 15 themselves -PRON- PRP cord-325034-oefmb10g 161 16 once once IN cord-325034-oefmb10g 161 17 the the DT cord-325034-oefmb10g 161 18 contagion contagion NN cord-325034-oefmb10g 161 19 stage stage NN cord-325034-oefmb10g 161 20 began begin VBD cord-325034-oefmb10g 161 21 , , , cord-325034-oefmb10g 161 22 preventing prevent VBG cord-325034-oefmb10g 161 23 the the DT cord-325034-oefmb10g 161 24 possibility possibility NN cord-325034-oefmb10g 161 25 of of IN cord-325034-oefmb10g 161 26 new new JJ cord-325034-oefmb10g 161 27 infections infection NNS cord-325034-oefmb10g 161 28 from from IN cord-325034-oefmb10g 161 29 people people NNS cord-325034-oefmb10g 161 30 who who WP cord-325034-oefmb10g 161 31 travel travel VBP cord-325034-oefmb10g 161 32 from from IN cord-325034-oefmb10g 161 33 abroad abroad RB cord-325034-oefmb10g 161 34 . . . cord-325034-oefmb10g 162 1 Total total JJ cord-325034-oefmb10g 162 2 number number NN cord-325034-oefmb10g 162 3 of of IN cord-325034-oefmb10g 162 4 deaths death NNS cord-325034-oefmb10g 162 5 and and CC cord-325034-oefmb10g 162 6 new new JJ cord-325034-oefmb10g 162 7 tests test NNS cord-325034-oefmb10g 162 8 per per IN cord-325034-oefmb10g 162 9 thousand thousand CD cord-325034-oefmb10g 162 10 inhabitants inhabitant NNS cord-325034-oefmb10g 162 11 are be VBP cord-325034-oefmb10g 162 12 shown show VBN cord-325034-oefmb10g 162 13 in in IN cord-325034-oefmb10g 162 14 Figure figure NN cord-325034-oefmb10g 162 15 5 5 CD cord-325034-oefmb10g 162 16 . . . cord-325034-oefmb10g 163 1 We -PRON- PRP cord-325034-oefmb10g 163 2 7 7 CD cord-325034-oefmb10g 163 3 . . . cord-325034-oefmb10g 164 1 CC CC NNP cord-325034-oefmb10g 164 2 - - HYPH cord-325034-oefmb10g 164 3 BY BY NNP cord-325034-oefmb10g 164 4 - - HYPH cord-325034-oefmb10g 164 5 NC NC NNP cord-325034-oefmb10g 164 6 - - HYPH cord-325034-oefmb10g 164 7 ND ND NNP cord-325034-oefmb10g 164 8 4.0 4.0 CD cord-325034-oefmb10g 164 9 International international JJ cord-325034-oefmb10g 164 10 license license NN cord-325034-oefmb10g 164 11 It -PRON- PRP cord-325034-oefmb10g 164 12 is be VBZ cord-325034-oefmb10g 164 13 made make VBN cord-325034-oefmb10g 164 14 available available JJ cord-325034-oefmb10g 164 15 under under IN cord-325034-oefmb10g 164 16 a a DT cord-325034-oefmb10g 164 17 perpetuity perpetuity NN cord-325034-oefmb10g 164 18 . . . cord-325034-oefmb10g 165 1 is be VBZ cord-325034-oefmb10g 165 2 the the DT cord-325034-oefmb10g 165 3 author author NN cord-325034-oefmb10g 165 4 / / SYM cord-325034-oefmb10g 165 5 funder funder NN cord-325034-oefmb10g 165 6 , , , cord-325034-oefmb10g 165 7 who who WP cord-325034-oefmb10g 165 8 has have VBZ cord-325034-oefmb10g 165 9 granted grant VBN cord-325034-oefmb10g 165 10 medRxiv medRxiv NNS cord-325034-oefmb10g 165 11 a a DT cord-325034-oefmb10g 165 12 license license NN cord-325034-oefmb10g 165 13 to to TO cord-325034-oefmb10g 165 14 display display VB cord-325034-oefmb10g 165 15 the the DT cord-325034-oefmb10g 165 16 preprint preprint NN cord-325034-oefmb10g 165 17 in in IN cord-325034-oefmb10g 165 18 ( ( -LRB- cord-325034-oefmb10g 165 19 which which WDT cord-325034-oefmb10g 165 20 was be VBD cord-325034-oefmb10g 165 21 not not RB cord-325034-oefmb10g 165 22 certified certify VBN cord-325034-oefmb10g 165 23 by by IN cord-325034-oefmb10g 165 24 peer peer NN cord-325034-oefmb10g 165 25 review review NN cord-325034-oefmb10g 165 26 ) ) -RRB- cord-325034-oefmb10g 165 27 preprint preprint NN cord-325034-oefmb10g 166 1 The the DT cord-325034-oefmb10g 166 2 copyright copyright NN cord-325034-oefmb10g 166 3 holder holder NN cord-325034-oefmb10g 166 4 for for IN cord-325034-oefmb10g 166 5 this this DT cord-325034-oefmb10g 166 6 this this DT cord-325034-oefmb10g 166 7 version version NN cord-325034-oefmb10g 166 8 posted post VBD cord-325034-oefmb10g 166 9 August August NNP cord-325034-oefmb10g 166 10 21 21 CD cord-325034-oefmb10g 166 11 , , , cord-325034-oefmb10g 166 12 2020 2020 CD cord-325034-oefmb10g 166 13 . . . cord-325034-oefmb10g 167 1 is be VBZ cord-325034-oefmb10g 167 2 the the DT cord-325034-oefmb10g 167 3 author author NN cord-325034-oefmb10g 167 4 / / SYM cord-325034-oefmb10g 167 5 funder funder NN cord-325034-oefmb10g 167 6 , , , cord-325034-oefmb10g 167 7 who who WP cord-325034-oefmb10g 167 8 has have VBZ cord-325034-oefmb10g 167 9 granted grant VBN cord-325034-oefmb10g 167 10 medRxiv medRxiv NNS cord-325034-oefmb10g 167 11 a a DT cord-325034-oefmb10g 167 12 license license NN cord-325034-oefmb10g 167 13 to to TO cord-325034-oefmb10g 167 14 display display VB cord-325034-oefmb10g 167 15 the the DT cord-325034-oefmb10g 167 16 preprint preprint NN cord-325034-oefmb10g 167 17 in in IN cord-325034-oefmb10g 167 18 ( ( -LRB- cord-325034-oefmb10g 167 19 which which WDT cord-325034-oefmb10g 167 20 was be VBD cord-325034-oefmb10g 167 21 not not RB cord-325034-oefmb10g 167 22 certified certify VBN cord-325034-oefmb10g 167 23 by by IN cord-325034-oefmb10g 167 24 peer peer NN cord-325034-oefmb10g 167 25 review review NN cord-325034-oefmb10g 167 26 ) ) -RRB- cord-325034-oefmb10g 168 1 preprint preprint NN cord-325034-oefmb10g 169 1 The the DT cord-325034-oefmb10g 169 2 copyright copyright NN cord-325034-oefmb10g 169 3 holder holder NN cord-325034-oefmb10g 169 4 for for IN cord-325034-oefmb10g 169 5 this this DT cord-325034-oefmb10g 169 6 this this DT cord-325034-oefmb10g 169 7 version version NN cord-325034-oefmb10g 169 8 posted post VBD cord-325034-oefmb10g 169 9 August August NNP cord-325034-oefmb10g 169 10 21 21 CD cord-325034-oefmb10g 169 11 , , , cord-325034-oefmb10g 169 12 2020 2020 CD cord-325034-oefmb10g 169 13 . . . cord-325034-oefmb10g 170 1 observe observe VB cord-325034-oefmb10g 170 2 that that IN cord-325034-oefmb10g 170 3 groups group NNS cord-325034-oefmb10g 170 4 2 2 CD cord-325034-oefmb10g 170 5 and and CC cord-325034-oefmb10g 170 6 3 3 CD cord-325034-oefmb10g 170 7 began begin VBD cord-325034-oefmb10g 170 8 to to TO cord-325034-oefmb10g 170 9 stabilize stabilize VB cord-325034-oefmb10g 170 10 between between IN cord-325034-oefmb10g 170 11 the the DT cord-325034-oefmb10g 170 12 40th 40th JJ cord-325034-oefmb10g 170 13 and and CC cord-325034-oefmb10g 170 14 60th 60th JJ cord-325034-oefmb10g 170 15 day day NN cord-325034-oefmb10g 170 16 , , , cord-325034-oefmb10g 170 17 whereas whereas IN cord-325034-oefmb10g 170 18 the the DT cord-325034-oefmb10g 170 19 cluster cluster NN cord-325034-oefmb10g 170 20 1 1 CD cord-325034-oefmb10g 170 21 has have VBZ cord-325034-oefmb10g 170 22 maintained maintain VBN cord-325034-oefmb10g 170 23 a a DT cord-325034-oefmb10g 170 24 constant constant JJ cord-325034-oefmb10g 170 25 growth growth NN cord-325034-oefmb10g 170 26 rate rate NN cord-325034-oefmb10g 170 27 since since IN cord-325034-oefmb10g 170 28 day day NN cord-325034-oefmb10g 170 29 30 30 CD cord-325034-oefmb10g 170 30 . . . cord-325034-oefmb10g 171 1 With with IN cord-325034-oefmb10g 171 2 respect respect NN cord-325034-oefmb10g 171 3 to to IN cord-325034-oefmb10g 171 4 new new JJ cord-325034-oefmb10g 171 5 tests test NNS cord-325034-oefmb10g 171 6 , , , cord-325034-oefmb10g 171 7 group group NN cord-325034-oefmb10g 171 8 2 2 CD cord-325034-oefmb10g 171 9 is be VBZ cord-325034-oefmb10g 171 10 the the DT cord-325034-oefmb10g 171 11 one one NN cord-325034-oefmb10g 171 12 with with IN cord-325034-oefmb10g 171 13 the the DT cord-325034-oefmb10g 171 14 highest high JJS cord-325034-oefmb10g 171 15 number number NN cord-325034-oefmb10g 171 16 , , , cord-325034-oefmb10g 171 17 followed follow VBN cord-325034-oefmb10g 171 18 by by IN cord-325034-oefmb10g 171 19 cluster cluster NN cord-325034-oefmb10g 171 20 3 3 CD cord-325034-oefmb10g 171 21 . . . cord-325034-oefmb10g 172 1 Group group NN cord-325034-oefmb10g 172 2 1 1 CD cord-325034-oefmb10g 172 3 registers register VBZ cord-325034-oefmb10g 172 4 a a DT cord-325034-oefmb10g 172 5 lower low JJR cord-325034-oefmb10g 172 6 number number NN cord-325034-oefmb10g 172 7 of of IN cord-325034-oefmb10g 172 8 new new JJ cord-325034-oefmb10g 172 9 tests test NNS cord-325034-oefmb10g 172 10 , , , cord-325034-oefmb10g 172 11 although although IN cord-325034-oefmb10g 172 12 with with IN cord-325034-oefmb10g 172 13 an an DT cord-325034-oefmb10g 172 14 increasing increase VBG cord-325034-oefmb10g 172 15 trend trend NN cord-325034-oefmb10g 172 16 . . . cord-325034-oefmb10g 173 1 An an DT cord-325034-oefmb10g 173 2 interesting interesting JJ cord-325034-oefmb10g 173 3 result result NN cord-325034-oefmb10g 173 4 is be VBZ cord-325034-oefmb10g 173 5 that that IN cord-325034-oefmb10g 173 6 the the DT cord-325034-oefmb10g 173 7 groups group NNS cord-325034-oefmb10g 173 8 of of IN cord-325034-oefmb10g 173 9 countries country NNS cord-325034-oefmb10g 173 10 that that WDT cord-325034-oefmb10g 173 11 have have VBP cord-325034-oefmb10g 173 12 achieved achieve VBN cord-325034-oefmb10g 173 13 a a DT cord-325034-oefmb10g 173 14 drop drop NN cord-325034-oefmb10g 173 15 in in IN cord-325034-oefmb10g 173 16 the the DT cord-325034-oefmb10g 173 17 number number NN cord-325034-oefmb10g 173 18 of of IN cord-325034-oefmb10g 173 19 cases case NNS cord-325034-oefmb10g 173 20 are be VBP cord-325034-oefmb10g 173 21 those those DT cord-325034-oefmb10g 173 22 that that WDT cord-325034-oefmb10g 173 23 perform perform VBP cord-325034-oefmb10g 173 24 a a DT cord-325034-oefmb10g 173 25 greater great JJR cord-325034-oefmb10g 173 26 number number NN cord-325034-oefmb10g 173 27 of of IN cord-325034-oefmb10g 173 28 tests test NNS cord-325034-oefmb10g 173 29 ; ; : cord-325034-oefmb10g 173 30 moreover moreover RB cord-325034-oefmb10g 173 31 , , , cord-325034-oefmb10g 173 32 it -PRON- PRP cord-325034-oefmb10g 173 33 after after IN cord-325034-oefmb10g 173 34 100 100 CD cord-325034-oefmb10g 173 35 days day NNS cord-325034-oefmb10g 173 36 , , , cord-325034-oefmb10g 173 37 with with IN cord-325034-oefmb10g 173 38 a a DT cord-325034-oefmb10g 173 39 growing grow VBG cord-325034-oefmb10g 173 40 trend trend NN cord-325034-oefmb10g 173 41 and and CC cord-325034-oefmb10g 173 42 a a DT cord-325034-oefmb10g 173 43 higher high JJR cord-325034-oefmb10g 173 44 number number NN cord-325034-oefmb10g 173 45 of of IN cord-325034-oefmb10g 173 46 new new JJ cord-325034-oefmb10g 173 47 cases case NNS cord-325034-oefmb10g 173 48 per per IN cord-325034-oefmb10g 173 49 million million CD cord-325034-oefmb10g 173 50 , , , cord-325034-oefmb10g 173 51 the the DT cord-325034-oefmb10g 173 52 countries country NNS cord-325034-oefmb10g 173 53 of of IN cord-325034-oefmb10g 173 54 cluster cluster NN cord-325034-oefmb10g 173 55 1 1 CD cord-325034-oefmb10g 173 56 are be VBP cord-325034-oefmb10g 173 57 maintained maintain VBN cord-325034-oefmb10g 173 58 below below IN cord-325034-oefmb10g 173 59 the the DT cord-325034-oefmb10g 173 60 number number NN cord-325034-oefmb10g 173 61 of of IN cord-325034-oefmb10g 173 62 tests test NNS cord-325034-oefmb10g 173 63 performed perform VBN cord-325034-oefmb10g 173 64 . . . cord-325034-oefmb10g 174 1 This this DT cord-325034-oefmb10g 174 2 may may MD cord-325034-oefmb10g 174 3 mean mean VB cord-325034-oefmb10g 174 4 that that IN cord-325034-oefmb10g 174 5 , , , cord-325034-oefmb10g 174 6 along along IN cord-325034-oefmb10g 174 7 with with IN cord-325034-oefmb10g 174 8 other other JJ cord-325034-oefmb10g 174 9 measures measure NNS cord-325034-oefmb10g 174 10 , , , cord-325034-oefmb10g 174 11 mass mass NN cord-325034-oefmb10g 174 12 testing testing NN cord-325034-oefmb10g 174 13 helps help VBZ cord-325034-oefmb10g 174 14 control control VB cord-325034-oefmb10g 174 15 the the DT cord-325034-oefmb10g 174 16 spread spread NN cord-325034-oefmb10g 174 17 1 1 CD cord-325034-oefmb10g 174 18 . . . cord-325034-oefmb10g 175 1 Figure figure NN cord-325034-oefmb10g 175 2 6 6 CD cord-325034-oefmb10g 175 3 presents present VBZ cord-325034-oefmb10g 175 4 a a DT cord-325034-oefmb10g 175 5 comparison comparison NN cord-325034-oefmb10g 175 6 between between IN cord-325034-oefmb10g 175 7 groups group NNS cord-325034-oefmb10g 175 8 according accord VBG cord-325034-oefmb10g 175 9 to to IN cord-325034-oefmb10g 175 10 demographic demographic JJ cord-325034-oefmb10g 175 11 and and CC cord-325034-oefmb10g 175 12 socioeconomic socioeconomic JJ cord-325034-oefmb10g 175 13 indicators indicator NNS cord-325034-oefmb10g 175 14 . . . cord-325034-oefmb10g 176 1 From from IN cord-325034-oefmb10g 176 2 the the DT cord-325034-oefmb10g 176 3 comparison comparison NN cord-325034-oefmb10g 176 4 , , , cord-325034-oefmb10g 176 5 we -PRON- PRP cord-325034-oefmb10g 176 6 observe observe VBP cord-325034-oefmb10g 176 7 that that DT cord-325034-oefmb10g 176 8 group group NN cord-325034-oefmb10g 176 9 3 3 CD cord-325034-oefmb10g 176 10 shows show VBZ cord-325034-oefmb10g 176 11 better well JJR cord-325034-oefmb10g 176 12 socioeconomic socioeconomic JJ cord-325034-oefmb10g 176 13 indicators indicator NNS cord-325034-oefmb10g 176 14 than than IN cord-325034-oefmb10g 176 15 the the DT cord-325034-oefmb10g 176 16 other other JJ cord-325034-oefmb10g 176 17 groups group NNS cord-325034-oefmb10g 176 18 . . . cord-325034-oefmb10g 177 1 However however RB cord-325034-oefmb10g 177 2 it -PRON- PRP cord-325034-oefmb10g 177 3 also also RB cord-325034-oefmb10g 177 4 present present VBP cord-325034-oefmb10g 177 5 higher high JJR cord-325034-oefmb10g 177 6 risk risk NN cord-325034-oefmb10g 177 7 factors factor NNS cord-325034-oefmb10g 177 8 due due JJ cord-325034-oefmb10g 177 9 to to IN cord-325034-oefmb10g 177 10 the the DT cord-325034-oefmb10g 177 11 age age NN cord-325034-oefmb10g 177 12 of of IN cord-325034-oefmb10g 177 13 its -PRON- PRP$ cord-325034-oefmb10g 177 14 population population NN cord-325034-oefmb10g 177 15 . . . cord-325034-oefmb10g 178 1 The the DT cord-325034-oefmb10g 178 2 former former JJ cord-325034-oefmb10g 178 3 might may MD cord-325034-oefmb10g 178 4 be be VB cord-325034-oefmb10g 178 5 related relate VBN cord-325034-oefmb10g 178 6 to to IN cord-325034-oefmb10g 178 7 a a DT cord-325034-oefmb10g 178 8 greater great JJR cord-325034-oefmb10g 178 9 effectiveness effectiveness NN cord-325034-oefmb10g 178 10 in in IN cord-325034-oefmb10g 178 11 the the DT cord-325034-oefmb10g 178 12 effective effective JJ cord-325034-oefmb10g 178 13 control control NN cord-325034-oefmb10g 178 14 of of IN cord-325034-oefmb10g 178 15 disease disease NN cord-325034-oefmb10g 178 16 , , , cord-325034-oefmb10g 178 17 whereas whereas IN cord-325034-oefmb10g 178 18 the the DT cord-325034-oefmb10g 178 19 latter latter JJ cord-325034-oefmb10g 178 20 to to IN cord-325034-oefmb10g 178 21 a a DT cord-325034-oefmb10g 178 22 higher high JJR cord-325034-oefmb10g 178 23 mortality mortality NN cord-325034-oefmb10g 178 24 rates rate NNS cord-325034-oefmb10g 178 25 . . . cord-325034-oefmb10g 179 1 On on IN cord-325034-oefmb10g 179 2 the the DT cord-325034-oefmb10g 179 3 other other JJ cord-325034-oefmb10g 179 4 hand hand NN cord-325034-oefmb10g 179 5 , , , cord-325034-oefmb10g 179 6 group group NN cord-325034-oefmb10g 179 7 1 1 CD cord-325034-oefmb10g 179 8 has have VBZ cord-325034-oefmb10g 179 9 , , , cord-325034-oefmb10g 179 10 in in IN cord-325034-oefmb10g 179 11 median median NN cord-325034-oefmb10g 179 12 , , , cord-325034-oefmb10g 179 13 the the DT cord-325034-oefmb10g 179 14 largest large JJS cord-325034-oefmb10g 179 15 population population NN cord-325034-oefmb10g 179 16 , , , cord-325034-oefmb10g 179 17 the the DT cord-325034-oefmb10g 179 18 lowest low JJS cord-325034-oefmb10g 179 19 density density NN cord-325034-oefmb10g 179 20 , , , cord-325034-oefmb10g 179 21 younger young JJR cord-325034-oefmb10g 179 22 population population NN cord-325034-oefmb10g 179 23 and and CC cord-325034-oefmb10g 179 24 worse bad JJR cord-325034-oefmb10g 179 25 socioeconomic socioeconomic JJ cord-325034-oefmb10g 179 26 conditions condition NNS cord-325034-oefmb10g 179 27 . . . cord-325034-oefmb10g 180 1 For for IN cord-325034-oefmb10g 180 2 most most JJS cord-325034-oefmb10g 180 3 of of IN cord-325034-oefmb10g 180 4 the the DT cord-325034-oefmb10g 180 5 indicators indicator NNS cord-325034-oefmb10g 180 6 , , , cord-325034-oefmb10g 180 7 group group NN cord-325034-oefmb10g 180 8 2 2 CD cord-325034-oefmb10g 180 9 occupies occupy VBZ cord-325034-oefmb10g 180 10 the the DT cord-325034-oefmb10g 180 11 intermediate intermediate JJ cord-325034-oefmb10g 180 12 position position NN cord-325034-oefmb10g 180 13 , , , cord-325034-oefmb10g 180 14 except except IN cord-325034-oefmb10g 180 15 for for IN cord-325034-oefmb10g 180 16 its -PRON- PRP$ cord-325034-oefmb10g 180 17 population population NN cord-325034-oefmb10g 180 18 and and CC cord-325034-oefmb10g 180 19 the the DT cord-325034-oefmb10g 180 20 proportion proportion NN cord-325034-oefmb10g 180 21 of of IN cord-325034-oefmb10g 180 22 the the DT cord-325034-oefmb10g 180 23 population population NN cord-325034-oefmb10g 180 24 with with IN cord-325034-oefmb10g 180 25 access access NN cord-325034-oefmb10g 180 26 to to IN cord-325034-oefmb10g 180 27 basic basic JJ cord-325034-oefmb10g 180 28 handwashing handwashing NN cord-325034-oefmb10g 180 29 facilities facility NNS cord-325034-oefmb10g 180 30 . . . cord-325034-oefmb10g 181 1 Finally finally RB cord-325034-oefmb10g 181 2 , , , cord-325034-oefmb10g 181 3 Figure figure NN cord-325034-oefmb10g 181 4 7 7 CD cord-325034-oefmb10g 181 5 presents present VBZ cord-325034-oefmb10g 181 6 the the DT cord-325034-oefmb10g 181 7 Stringency Stringency NNP cord-325034-oefmb10g 181 8 Index Index NNP cord-325034-oefmb10g 181 9 , , , cord-325034-oefmb10g 181 10 which which WDT cord-325034-oefmb10g 181 11 is be VBZ cord-325034-oefmb10g 181 12 a a DT cord-325034-oefmb10g 181 13 composite composite JJ cord-325034-oefmb10g 181 14 measure measure NN cord-325034-oefmb10g 181 15 based base VBN cord-325034-oefmb10g 181 16 on on IN cord-325034-oefmb10g 181 17 nine nine CD cord-325034-oefmb10g 181 18 response response NN cord-325034-oefmb10g 181 19 indicators indicator NNS cord-325034-oefmb10g 181 20 , , , cord-325034-oefmb10g 181 21 including include VBG cord-325034-oefmb10g 181 22 school school NN cord-325034-oefmb10g 181 23 closures closure NNS cord-325034-oefmb10g 181 24 , , , cord-325034-oefmb10g 181 25 workplace workplace NN cord-325034-oefmb10g 181 26 closures closure NNS cord-325034-oefmb10g 181 27 , , , cord-325034-oefmb10g 181 28 and and CC cord-325034-oefmb10g 181 29 travel travel NN cord-325034-oefmb10g 181 30 bans ban NNS cord-325034-oefmb10g 181 31 , , , cord-325034-oefmb10g 181 32 rescaled rescale VBN cord-325034-oefmb10g 181 33 to to IN cord-325034-oefmb10g 181 34 a a DT cord-325034-oefmb10g 181 35 value value NN cord-325034-oefmb10g 181 36 from from IN cord-325034-oefmb10g 181 37 0 0 CD cord-325034-oefmb10g 181 38 to to IN cord-325034-oefmb10g 181 39 100 100 CD cord-325034-oefmb10g 181 40 , , , cord-325034-oefmb10g 181 41 where where WRB cord-325034-oefmb10g 181 42 100 100 CD cord-325034-oefmb10g 181 43 represents represent VBZ cord-325034-oefmb10g 181 44 the the DT cord-325034-oefmb10g 181 45 strictest strict JJS cord-325034-oefmb10g 181 46 response response NN cord-325034-oefmb10g 181 47 . . . cord-325034-oefmb10g 182 1 The the DT cord-325034-oefmb10g 182 2 groups group NNS cord-325034-oefmb10g 182 3 reach reach VBP cord-325034-oefmb10g 182 4 similar similar JJ cord-325034-oefmb10g 182 5 levels level NNS cord-325034-oefmb10g 182 6 of of IN cord-325034-oefmb10g 182 7 restrictions restriction NNS cord-325034-oefmb10g 182 8 about about IN cord-325034-oefmb10g 182 9 20 20 CD cord-325034-oefmb10g 182 10 days day NNS cord-325034-oefmb10g 182 11 after after IN cord-325034-oefmb10g 182 12 the the DT cord-325034-oefmb10g 182 13 first first JJ cord-325034-oefmb10g 182 14 cases case NNS cord-325034-oefmb10g 182 15 , , , cord-325034-oefmb10g 182 16 although although IN cord-325034-oefmb10g 182 17 relevant relevant JJ cord-325034-oefmb10g 182 18 differences difference NNS cord-325034-oefmb10g 182 19 are be VBP cord-325034-oefmb10g 182 20 observed observe VBN cord-325034-oefmb10g 182 21 . . . cord-325034-oefmb10g 183 1 Group group NN cord-325034-oefmb10g 183 2 1 1 CD cord-325034-oefmb10g 183 3 progressively progressively RB cord-325034-oefmb10g 183 4 increases increase VBZ cord-325034-oefmb10g 183 5 their -PRON- PRP$ cord-325034-oefmb10g 183 6 controls control NNS cord-325034-oefmb10g 183 7 , , , cord-325034-oefmb10g 183 8 which which WDT cord-325034-oefmb10g 183 9 began begin VBD cord-325034-oefmb10g 183 10 to to TO cord-325034-oefmb10g 183 11 stabilize stabilize VB cord-325034-oefmb10g 183 12 around around IN cord-325034-oefmb10g 183 13 day day NN cord-325034-oefmb10g 183 14 50 50 CD cord-325034-oefmb10g 183 15 . . . cord-325034-oefmb10g 184 1 Group group NN cord-325034-oefmb10g 184 2 2 2 CD cord-325034-oefmb10g 184 3 had have VBD cord-325034-oefmb10g 184 4 the the DT cord-325034-oefmb10g 184 5 quickest quick JJS cord-325034-oefmb10g 184 6 response response NN cord-325034-oefmb10g 184 7 , , , cord-325034-oefmb10g 184 8 reaching reach VBG cord-325034-oefmb10g 184 9 its -PRON- PRP$ cord-325034-oefmb10g 184 10 peak peak NN cord-325034-oefmb10g 184 11 before before IN cord-325034-oefmb10g 184 12 the the DT cord-325034-oefmb10g 184 13 day day NN cord-325034-oefmb10g 184 14 20 20 CD cord-325034-oefmb10g 184 15 . . . cord-325034-oefmb10g 185 1 Group group NN cord-325034-oefmb10g 185 2 3 3 CD cord-325034-oefmb10g 185 3 applied apply VBD cord-325034-oefmb10g 185 4 the the DT cord-325034-oefmb10g 185 5 measures measure NNS cord-325034-oefmb10g 185 6 more more RBR cord-325034-oefmb10g 185 7 slowly slowly RB cord-325034-oefmb10g 185 8 , , , cord-325034-oefmb10g 185 9 following follow VBG cord-325034-oefmb10g 185 10 the the DT cord-325034-oefmb10g 185 11 contagion contagion NN cord-325034-oefmb10g 185 12 curve curve NN cord-325034-oefmb10g 185 13 . . . cord-325034-oefmb10g 186 1 Relationships relationship NNS cord-325034-oefmb10g 186 2 between between IN cord-325034-oefmb10g 186 3 the the DT cord-325034-oefmb10g 186 4 Stringency Stringency NNP cord-325034-oefmb10g 186 5 index index NN cord-325034-oefmb10g 186 6 and and CC cord-325034-oefmb10g 186 7 data datum NNS cord-325034-oefmb10g 186 8 about about IN cord-325034-oefmb10g 186 9 new new JJ cord-325034-oefmb10g 186 10 cases case NNS cord-325034-oefmb10g 186 11 per per IN cord-325034-oefmb10g 186 12 million million CD cord-325034-oefmb10g 186 13 can can MD cord-325034-oefmb10g 186 14 be be VB cord-325034-oefmb10g 186 15 established establish VBN cord-325034-oefmb10g 186 16 for for IN cord-325034-oefmb10g 186 17 each each DT cord-325034-oefmb10g 186 18 group group NN cord-325034-oefmb10g 186 19 , , , cord-325034-oefmb10g 186 20 observing observe VBG cord-325034-oefmb10g 186 21 that that IN cord-325034-oefmb10g 186 22 those those DT cord-325034-oefmb10g 186 23 countries country NNS cord-325034-oefmb10g 186 24 with with IN cord-325034-oefmb10g 186 25 a a DT cord-325034-oefmb10g 186 26 faster fast JJR cord-325034-oefmb10g 186 27 government government NN cord-325034-oefmb10g 186 28 response response NN cord-325034-oefmb10g 186 29 have have VBP cord-325034-oefmb10g 186 30 been be VBN cord-325034-oefmb10g 186 31 more more RBR cord-325034-oefmb10g 186 32 successful successful JJ cord-325034-oefmb10g 186 33 in in IN cord-325034-oefmb10g 186 34 controlling control VBG cord-325034-oefmb10g 186 35 the the DT cord-325034-oefmb10g 186 36 disease disease NN cord-325034-oefmb10g 186 37 , , , cord-325034-oefmb10g 186 38 while while IN cord-325034-oefmb10g 186 39 a a DT cord-325034-oefmb10g 186 40 decrease decrease NN cord-325034-oefmb10g 186 41 in in IN cord-325034-oefmb10g 186 42 the the DT cord-325034-oefmb10g 186 43 number number NN cord-325034-oefmb10g 186 44 of of IN cord-325034-oefmb10g 186 45 new new JJ cord-325034-oefmb10g 186 46 infections infection NNS cord-325034-oefmb10g 186 47 does do VBZ cord-325034-oefmb10g 186 48 not not RB cord-325034-oefmb10g 186 49 seem seem VB cord-325034-oefmb10g 186 50 to to TO cord-325034-oefmb10g 186 51 be be VB cord-325034-oefmb10g 186 52 related relate VBN cord-325034-oefmb10g 186 53 to to IN cord-325034-oefmb10g 186 54 mobility mobility NN cord-325034-oefmb10g 186 55 restrictions restriction NNS cord-325034-oefmb10g 186 56 more more RBR cord-325034-oefmb10g 186 57 extended extend VBN cord-325034-oefmb10g 186 58 in in IN cord-325034-oefmb10g 186 59 time time NN cord-325034-oefmb10g 186 60 . . . cord-325034-oefmb10g 187 1 An an DT cord-325034-oefmb10g 187 2 example example NN cord-325034-oefmb10g 187 3 of of IN cord-325034-oefmb10g 187 4 this this DT cord-325034-oefmb10g 187 5 is be VBZ cord-325034-oefmb10g 187 6 cluster cluster NN cord-325034-oefmb10g 187 7 1 1 CD cord-325034-oefmb10g 187 8 , , , cord-325034-oefmb10g 187 9 which which WDT cord-325034-oefmb10g 187 10 has have VBZ cord-325034-oefmb10g 187 11 remained remain VBN cord-325034-oefmb10g 187 12 at at IN cord-325034-oefmb10g 187 13 very very RB cord-325034-oefmb10g 187 14 high high JJ cord-325034-oefmb10g 187 15 levels level NNS cord-325034-oefmb10g 187 16 of of IN cord-325034-oefmb10g 187 17 restrictions restriction NNS cord-325034-oefmb10g 187 18 from from IN cord-325034-oefmb10g 187 19 the the DT cord-325034-oefmb10g 187 20 20th 20th NN cord-325034-oefmb10g 187 21 to to IN cord-325034-oefmb10g 187 22 the the DT cord-325034-oefmb10g 187 23 end end NN cord-325034-oefmb10g 187 24 of of IN cord-325034-oefmb10g 187 25 the the DT cord-325034-oefmb10g 187 26 period period NN cord-325034-oefmb10g 187 27 analyzed analyze VBN cord-325034-oefmb10g 187 28 without without IN cord-325034-oefmb10g 187 29 being be VBG cord-325034-oefmb10g 187 30 able able JJ cord-325034-oefmb10g 187 31 to to TO cord-325034-oefmb10g 187 32 modify modify VB cord-325034-oefmb10g 187 33 the the DT cord-325034-oefmb10g 187 34 growing grow VBG cord-325034-oefmb10g 187 35 trend trend NN cord-325034-oefmb10g 187 36 of of IN cord-325034-oefmb10g 187 37 new new JJ cord-325034-oefmb10g 187 38 infections infection NNS cord-325034-oefmb10g 187 39 . . . cord-325034-oefmb10g 188 1 Countries country NNS cord-325034-oefmb10g 188 2 in in IN cord-325034-oefmb10g 188 3 clusters cluster NNS cord-325034-oefmb10g 188 4 2 2 CD cord-325034-oefmb10g 188 5 and and CC cord-325034-oefmb10g 188 6 3 3 CD cord-325034-oefmb10g 188 7 have have VBP cord-325034-oefmb10g 188 8 progressively progressively RB cord-325034-oefmb10g 188 9 reduced reduce VBN cord-325034-oefmb10g 188 10 restrictions restriction NNS cord-325034-oefmb10g 188 11 on on IN cord-325034-oefmb10g 188 12 mobility mobility NN cord-325034-oefmb10g 188 13 , , , cord-325034-oefmb10g 188 14 following follow VBG cord-325034-oefmb10g 188 15 the the DT cord-325034-oefmb10g 188 16 decrease decrease NN cord-325034-oefmb10g 188 17 in in IN cord-325034-oefmb10g 188 18 new new JJ cord-325034-oefmb10g 188 19 cases case NNS cord-325034-oefmb10g 188 20 in in IN cord-325034-oefmb10g 188 21 those those DT cord-325034-oefmb10g 188 22 clusters cluster NNS cord-325034-oefmb10g 188 23 . . . cord-325034-oefmb10g 189 1 Three three CD cord-325034-oefmb10g 189 2 large large JJ cord-325034-oefmb10g 189 3 clusters cluster NNS cord-325034-oefmb10g 189 4 of of IN cord-325034-oefmb10g 189 5 countries country NNS cord-325034-oefmb10g 189 6 were be VBD cord-325034-oefmb10g 189 7 identified identify VBN cord-325034-oefmb10g 189 8 and and CC cord-325034-oefmb10g 189 9 each each DT cord-325034-oefmb10g 189 10 one one NN cord-325034-oefmb10g 189 11 was be VBD cord-325034-oefmb10g 189 12 associated associate VBN cord-325034-oefmb10g 189 13 with with IN cord-325034-oefmb10g 189 14 three three CD cord-325034-oefmb10g 189 15 different different JJ cord-325034-oefmb10g 189 16 types type NNS cord-325034-oefmb10g 189 17 of of IN cord-325034-oefmb10g 189 18 contagion contagion NN cord-325034-oefmb10g 189 19 curves curve NNS cord-325034-oefmb10g 189 20 . . . cord-325034-oefmb10g 190 1 The the DT cord-325034-oefmb10g 190 2 largest large JJS cord-325034-oefmb10g 190 3 cluster cluster NN cord-325034-oefmb10g 190 4 has have VBZ cord-325034-oefmb10g 190 5 not not RB cord-325034-oefmb10g 190 6 reached reach VBN cord-325034-oefmb10g 190 7 its -PRON- PRP$ cord-325034-oefmb10g 190 8 maximum maximum NN cord-325034-oefmb10g 190 9 yet yet RB cord-325034-oefmb10g 190 10 and and CC cord-325034-oefmb10g 190 11 maintains maintain VBZ cord-325034-oefmb10g 190 12 a a DT cord-325034-oefmb10g 190 13 growing grow VBG cord-325034-oefmb10g 190 14 trend trend NN cord-325034-oefmb10g 190 15 . . . cord-325034-oefmb10g 191 1 It -PRON- PRP cord-325034-oefmb10g 191 2 is be VBZ cord-325034-oefmb10g 191 3 also also RB cord-325034-oefmb10g 191 4 noteworthy noteworthy JJ cord-325034-oefmb10g 191 5 that that IN cord-325034-oefmb10g 191 6 cluster cluster NN cord-325034-oefmb10g 191 7 1 1 CD cord-325034-oefmb10g 191 8 has have VBZ cord-325034-oefmb10g 191 9 higher high JJR cord-325034-oefmb10g 191 10 levels level NNS cord-325034-oefmb10g 191 11 of of IN cord-325034-oefmb10g 191 12 poverty poverty NN cord-325034-oefmb10g 191 13 , , , cord-325034-oefmb10g 191 14 which which WDT cord-325034-oefmb10g 191 15 implies imply VBZ cord-325034-oefmb10g 191 16 that that IN cord-325034-oefmb10g 191 17 a a DT cord-325034-oefmb10g 191 18 significant significant JJ cord-325034-oefmb10g 191 19 proportion proportion NN cord-325034-oefmb10g 191 20 of of IN cord-325034-oefmb10g 191 21 the the DT cord-325034-oefmb10g 191 22 population population NN cord-325034-oefmb10g 191 23 must must MD cord-325034-oefmb10g 191 24 seek seek VB cord-325034-oefmb10g 191 25 their -PRON- PRP$ cord-325034-oefmb10g 191 26 livelihood livelihood NN cord-325034-oefmb10g 191 27 on on IN cord-325034-oefmb10g 191 28 a a DT cord-325034-oefmb10g 191 29 daily daily JJ cord-325034-oefmb10g 191 30 basis basis NN cord-325034-oefmb10g 191 31 , , , cord-325034-oefmb10g 191 32 also also RB cord-325034-oefmb10g 191 33 related relate VBN cord-325034-oefmb10g 191 34 to to IN cord-325034-oefmb10g 191 35 the the DT cord-325034-oefmb10g 191 36 lesser less JJR cord-325034-oefmb10g 191 37 scope scope NN cord-325034-oefmb10g 191 38 of of IN cord-325034-oefmb10g 191 39 their -PRON- PRP$ cord-325034-oefmb10g 191 40 health health NN cord-325034-oefmb10g 191 41 and and CC cord-325034-oefmb10g 191 42 social social NNP cord-325034-oefmb10g 191 43 protection protection NN cord-325034-oefmb10g 191 44 systems system NNS cord-325034-oefmb10g 191 45 , , , cord-325034-oefmb10g 191 46 in in IN cord-325034-oefmb10g 191 47 accordance accordance NN cord-325034-oefmb10g 191 48 with with IN cord-325034-oefmb10g 191 49 Goutte Goutte NNP cord-325034-oefmb10g 191 50 et et FW cord-325034-oefmb10g 191 51 al al NNP cord-325034-oefmb10g 191 52 . . . cord-325034-oefmb10g 191 53 . . . cord-325034-oefmb10g 192 1 CC CC NNP cord-325034-oefmb10g 192 2 - - HYPH cord-325034-oefmb10g 192 3 BY BY NNP cord-325034-oefmb10g 192 4 - - HYPH cord-325034-oefmb10g 192 5 NC NC NNP cord-325034-oefmb10g 192 6 - - HYPH cord-325034-oefmb10g 192 7 ND ND NNP cord-325034-oefmb10g 192 8 4.0 4.0 CD cord-325034-oefmb10g 192 9 International international JJ cord-325034-oefmb10g 192 10 license license NN cord-325034-oefmb10g 193 1 It -PRON- PRP cord-325034-oefmb10g 193 2 is be VBZ cord-325034-oefmb10g 193 3 made make VBN cord-325034-oefmb10g 193 4 available available JJ cord-325034-oefmb10g 193 5 under under IN cord-325034-oefmb10g 193 6 a a DT cord-325034-oefmb10g 193 7 perpetuity perpetuity NN cord-325034-oefmb10g 193 8 . . . cord-325034-oefmb10g 194 1 is be VBZ cord-325034-oefmb10g 194 2 the the DT cord-325034-oefmb10g 194 3 author author NN cord-325034-oefmb10g 194 4 / / SYM cord-325034-oefmb10g 194 5 funder funder NN cord-325034-oefmb10g 194 6 , , , cord-325034-oefmb10g 194 7 who who WP cord-325034-oefmb10g 194 8 has have VBZ cord-325034-oefmb10g 194 9 granted grant VBN cord-325034-oefmb10g 194 10 medRxiv medRxiv NNS cord-325034-oefmb10g 194 11 a a DT cord-325034-oefmb10g 194 12 license license NN cord-325034-oefmb10g 194 13 to to TO cord-325034-oefmb10g 194 14 display display VB cord-325034-oefmb10g 194 15 the the DT cord-325034-oefmb10g 194 16 preprint preprint NN cord-325034-oefmb10g 194 17 in in IN cord-325034-oefmb10g 194 18 ( ( -LRB- cord-325034-oefmb10g 194 19 which which WDT cord-325034-oefmb10g 194 20 was be VBD cord-325034-oefmb10g 194 21 not not RB cord-325034-oefmb10g 194 22 certified certify VBN cord-325034-oefmb10g 194 23 by by IN cord-325034-oefmb10g 194 24 peer peer NN cord-325034-oefmb10g 194 25 review review NN cord-325034-oefmb10g 194 26 ) ) -RRB- cord-325034-oefmb10g 194 27 preprint preprint NN cord-325034-oefmb10g 195 1 The the DT cord-325034-oefmb10g 195 2 copyright copyright NN cord-325034-oefmb10g 195 3 holder holder NN cord-325034-oefmb10g 195 4 for for IN cord-325034-oefmb10g 195 5 this this DT cord-325034-oefmb10g 195 6 this this DT cord-325034-oefmb10g 195 7 version version NN cord-325034-oefmb10g 195 8 posted post VBD cord-325034-oefmb10g 195 9 August August NNP cord-325034-oefmb10g 195 10 21 21 CD cord-325034-oefmb10g 195 11 , , , cord-325034-oefmb10g 195 12 2020 2020 CD cord-325034-oefmb10g 195 13 . . . cord-325034-oefmb10g 195 14 . . . cord-325034-oefmb10g 196 1 https://doi.org/10.1101/2020.08.18.20177261 https://doi.org/10.1101/2020.08.18.20177261 NNS cord-325034-oefmb10g 196 2 doi doi XX cord-325034-oefmb10g 196 3 : : : cord-325034-oefmb10g 197 1 medRxiv medRxiv NNP cord-325034-oefmb10g 197 2 preprint preprint NN cord-325034-oefmb10g 197 3 ( ( -LRB- cord-325034-oefmb10g 197 4 2020 2020 CD cord-325034-oefmb10g 197 5 ) ) -RRB- cord-325034-oefmb10g 197 6 . . . cord-325034-oefmb10g 198 1 For for IN cord-325034-oefmb10g 198 2 this this DT cord-325034-oefmb10g 198 3 segment segment NN cord-325034-oefmb10g 198 4 of of IN cord-325034-oefmb10g 198 5 the the DT cord-325034-oefmb10g 198 6 population population NN cord-325034-oefmb10g 198 7 staying stay VBG cord-325034-oefmb10g 198 8 at at IN cord-325034-oefmb10g 198 9 home home NN cord-325034-oefmb10g 198 10 during during IN cord-325034-oefmb10g 198 11 the the DT cord-325034-oefmb10g 198 12 pandemic pandemic NN cord-325034-oefmb10g 198 13 is be VBZ cord-325034-oefmb10g 198 14 a a DT cord-325034-oefmb10g 198 15 major major JJ cord-325034-oefmb10g 198 16 challenge challenge NN cord-325034-oefmb10g 198 17 . . . cord-325034-oefmb10g 199 1 This this DT cord-325034-oefmb10g 199 2 might may MD cord-325034-oefmb10g 199 3 be be VB cord-325034-oefmb10g 199 4 one one CD cord-325034-oefmb10g 199 5 the the DT cord-325034-oefmb10g 199 6 drivers driver NNS cord-325034-oefmb10g 199 7 behind behind IN cord-325034-oefmb10g 199 8 the the DT cord-325034-oefmb10g 199 9 fact fact NN cord-325034-oefmb10g 199 10 that that IN cord-325034-oefmb10g 199 11 in in IN cord-325034-oefmb10g 199 12 cluster cluster NN cord-325034-oefmb10g 199 13 1 1 CD cord-325034-oefmb10g 199 14 the the DT cord-325034-oefmb10g 199 15 virus virus NN cord-325034-oefmb10g 199 16 continues continue VBZ cord-325034-oefmb10g 199 17 spreading spread VBG cord-325034-oefmb10g 199 18 . . . cord-325034-oefmb10g 200 1 This this DT cord-325034-oefmb10g 200 2 dynamics dynamic NNS cord-325034-oefmb10g 200 3 can can MD cord-325034-oefmb10g 200 4 be be VB cord-325034-oefmb10g 200 5 seen see VBN cord-325034-oefmb10g 200 6 also also RB cord-325034-oefmb10g 200 7 in in IN cord-325034-oefmb10g 200 8 developed develop VBN cord-325034-oefmb10g 200 9 countries country NNS cord-325034-oefmb10g 200 10 with with IN cord-325034-oefmb10g 200 11 weakened weakened JJ cord-325034-oefmb10g 200 12 organized organize VBN cord-325034-oefmb10g 200 13 labor labor NN cord-325034-oefmb10g 200 14 and and CC cord-325034-oefmb10g 200 15 job job NN cord-325034-oefmb10g 200 16 insecurity insecurity NN cord-325034-oefmb10g 200 17 , , , cord-325034-oefmb10g 200 18 because because IN cord-325034-oefmb10g 200 19 as as IN cord-325034-oefmb10g 200 20 McKee McKee NNP cord-325034-oefmb10g 200 21 and and CC cord-325034-oefmb10g 200 22 Stuckler Stuckler NNP cord-325034-oefmb10g 200 23 ( ( -LRB- cord-325034-oefmb10g 200 24 2020 2020 CD cord-325034-oefmb10g 200 25 ) ) -RRB- cord-325034-oefmb10g 200 26 notes note NNS cord-325034-oefmb10g 200 27 , , , cord-325034-oefmb10g 200 28 " " `` cord-325034-oefmb10g 200 29 even even RB cord-325034-oefmb10g 200 30 the the DT cord-325034-oefmb10g 200 31 wealthiest wealthy JJS cord-325034-oefmb10g 200 32 societies society NNS cord-325034-oefmb10g 200 33 are be VBP cord-325034-oefmb10g 200 34 only only RB cord-325034-oefmb10g 200 35 as as RB cord-325034-oefmb10g 200 36 strong strong JJ cord-325034-oefmb10g 200 37 as as IN cord-325034-oefmb10g 200 38 their -PRON- PRP$ cord-325034-oefmb10g 200 39 weakest weak JJS cord-325034-oefmb10g 200 40 members member NNS cord-325034-oefmb10g 200 41 " " '' cord-325034-oefmb10g 200 42 . . . cord-325034-oefmb10g 201 1 The the DT cord-325034-oefmb10g 201 2 cluster cluster NN cord-325034-oefmb10g 201 3 2 2 CD cord-325034-oefmb10g 201 4 was be VBD cord-325034-oefmb10g 201 5 the the DT cord-325034-oefmb10g 201 6 first first JJ cord-325034-oefmb10g 201 7 to to TO cord-325034-oefmb10g 201 8 reach reach VB cord-325034-oefmb10g 201 9 the the DT cord-325034-oefmb10g 201 10 peak peak NN cord-325034-oefmb10g 201 11 of of IN cord-325034-oefmb10g 201 12 daily daily JJ cord-325034-oefmb10g 201 13 infections infection NNS cord-325034-oefmb10g 201 14 and and CC cord-325034-oefmb10g 201 15 quickly quickly RB cord-325034-oefmb10g 201 16 entered enter VBD cord-325034-oefmb10g 201 17 into into IN cord-325034-oefmb10g 201 18 phase phase NN cord-325034-oefmb10g 201 19 of of IN cord-325034-oefmb10g 201 20 decline decline NN cord-325034-oefmb10g 201 21 . . . cord-325034-oefmb10g 202 1 It -PRON- PRP cord-325034-oefmb10g 202 2 is be VBZ cord-325034-oefmb10g 202 3 worth worth JJ cord-325034-oefmb10g 202 4 observing observe VBG cord-325034-oefmb10g 202 5 that that IN cord-325034-oefmb10g 202 6 this this DT cord-325034-oefmb10g 202 7 group group NN cord-325034-oefmb10g 202 8 is be VBZ cord-325034-oefmb10g 202 9 composed compose VBN cord-325034-oefmb10g 202 10 by by IN cord-325034-oefmb10g 202 11 small small JJ cord-325034-oefmb10g 202 12 countries country NNS cord-325034-oefmb10g 202 13 and and CC cord-325034-oefmb10g 202 14 islands island NNS cord-325034-oefmb10g 202 15 , , , cord-325034-oefmb10g 202 16 which which WDT cord-325034-oefmb10g 202 17 highlights highlight VBZ cord-325034-oefmb10g 202 18 the the DT cord-325034-oefmb10g 202 19 importance importance NN cord-325034-oefmb10g 202 20 of of IN cord-325034-oefmb10g 202 21 geography geography NN cord-325034-oefmb10g 202 22 as as IN cord-325034-oefmb10g 202 23 a a DT cord-325034-oefmb10g 202 24 key key JJ cord-325034-oefmb10g 202 25 factor factor NN cord-325034-oefmb10g 202 26 ( ( -LRB- cord-325034-oefmb10g 202 27 Zarikas Zarikas NNP cord-325034-oefmb10g 202 28 et et FW cord-325034-oefmb10g 202 29 al al NNP cord-325034-oefmb10g 202 30 . . NNP cord-325034-oefmb10g 202 31 , , , cord-325034-oefmb10g 202 32 2020 2020 CD cord-325034-oefmb10g 202 33 ) ) -RRB- cord-325034-oefmb10g 202 34 . . . cord-325034-oefmb10g 203 1 The the DT cord-325034-oefmb10g 203 2 cluster cluster NN cord-325034-oefmb10g 203 3 3 3 CD cord-325034-oefmb10g 203 4 had have VBD cord-325034-oefmb10g 203 5 an an DT cord-325034-oefmb10g 203 6 abrupt abrupt JJ cord-325034-oefmb10g 203 7 increase increase NN cord-325034-oefmb10g 203 8 in in IN cord-325034-oefmb10g 203 9 new new JJ cord-325034-oefmb10g 203 10 cases case NNS cord-325034-oefmb10g 203 11 and and CC cord-325034-oefmb10g 203 12 once once IN cord-325034-oefmb10g 203 13 the the DT cord-325034-oefmb10g 203 14 maximum maximum NN cord-325034-oefmb10g 203 15 was be VBD cord-325034-oefmb10g 203 16 reached reach VBN cord-325034-oefmb10g 203 17 it -PRON- PRP cord-325034-oefmb10g 203 18 entered enter VBD cord-325034-oefmb10g 203 19 into into IN cord-325034-oefmb10g 203 20 a a DT cord-325034-oefmb10g 203 21 decreasing decrease VBG cord-325034-oefmb10g 203 22 phase phase NN cord-325034-oefmb10g 203 23 . . . cord-325034-oefmb10g 204 1 This this DT cord-325034-oefmb10g 204 2 cluster cluster NN cord-325034-oefmb10g 204 3 also also RB cord-325034-oefmb10g 204 4 had have VBD cord-325034-oefmb10g 204 5 both both CC cord-325034-oefmb10g 204 6 the the DT cord-325034-oefmb10g 204 7 highest high JJS cord-325034-oefmb10g 204 8 death death NN cord-325034-oefmb10g 204 9 toll toll NN cord-325034-oefmb10g 204 10 and and CC cord-325034-oefmb10g 204 11 the the DT cord-325034-oefmb10g 204 12 oldest old JJS cord-325034-oefmb10g 204 13 age age NN cord-325034-oefmb10g 204 14 group group NN cord-325034-oefmb10g 204 15 , , , cord-325034-oefmb10g 204 16 which which WDT cord-325034-oefmb10g 204 17 underlines underline VBZ cord-325034-oefmb10g 204 18 the the DT cord-325034-oefmb10g 204 19 importance importance NN cord-325034-oefmb10g 204 20 of of IN cord-325034-oefmb10g 204 21 protecting protect VBG cord-325034-oefmb10g 204 22 people people NNS cord-325034-oefmb10g 204 23 in in IN cord-325034-oefmb10g 204 24 risk risk NN cord-325034-oefmb10g 204 25 factor factor NN cord-325034-oefmb10g 204 26 groups group NNS cord-325034-oefmb10g 204 27 . . . cord-325034-oefmb10g 205 1 Another another DT cord-325034-oefmb10g 205 2 important important JJ cord-325034-oefmb10g 205 3 point point NN cord-325034-oefmb10g 205 4 is be VBZ cord-325034-oefmb10g 205 5 the the DT cord-325034-oefmb10g 205 6 relationship relationship NN cord-325034-oefmb10g 205 7 between between IN cord-325034-oefmb10g 205 8 the the DT cord-325034-oefmb10g 205 9 Stringency Stringency NNP cord-325034-oefmb10g 205 10 index index NN cord-325034-oefmb10g 205 11 and and CC cord-325034-oefmb10g 205 12 the the DT cord-325034-oefmb10g 205 13 contagious contagious JJ cord-325034-oefmb10g 205 14 curves curve NNS cord-325034-oefmb10g 205 15 . . . cord-325034-oefmb10g 206 1 We -PRON- PRP cord-325034-oefmb10g 206 2 observed observe VBD cord-325034-oefmb10g 206 3 that that IN cord-325034-oefmb10g 206 4 the the DT cord-325034-oefmb10g 206 5 three three CD cord-325034-oefmb10g 206 6 groups group NNS cord-325034-oefmb10g 206 7 reached reach VBD cord-325034-oefmb10g 206 8 similar similar JJ cord-325034-oefmb10g 206 9 levels level NNS cord-325034-oefmb10g 206 10 of of IN cord-325034-oefmb10g 206 11 restrictions restriction NNS cord-325034-oefmb10g 206 12 20 20 CD cord-325034-oefmb10g 206 13 days day NNS cord-325034-oefmb10g 206 14 after after IN cord-325034-oefmb10g 206 15 their -PRON- PRP$ cord-325034-oefmb10g 206 16 first first JJ cord-325034-oefmb10g 206 17 cases case NNS cord-325034-oefmb10g 206 18 . . . cord-325034-oefmb10g 207 1 However however RB cord-325034-oefmb10g 207 2 , , , cord-325034-oefmb10g 207 3 cluster cluster NN cord-325034-oefmb10g 207 4 2 2 CD cord-325034-oefmb10g 207 5 implemented implement VBD cord-325034-oefmb10g 207 6 countermeasures countermeasure NNS cord-325034-oefmb10g 207 7 10 10 CD cord-325034-oefmb10g 207 8 days day NNS cord-325034-oefmb10g 207 9 before before IN cord-325034-oefmb10g 207 10 the the DT cord-325034-oefmb10g 207 11 other other JJ cord-325034-oefmb10g 207 12 clusters cluster NNS cord-325034-oefmb10g 207 13 and and CC cord-325034-oefmb10g 207 14 reached reach VBD cord-325034-oefmb10g 207 15 its -PRON- PRP$ cord-325034-oefmb10g 207 16 maximum maximum NN cord-325034-oefmb10g 207 17 without without IN cord-325034-oefmb10g 207 18 experiencing experience VBG cord-325034-oefmb10g 207 19 an an DT cord-325034-oefmb10g 207 20 abrupt abrupt JJ cord-325034-oefmb10g 207 21 jump jump NN cord-325034-oefmb10g 207 22 in in IN cord-325034-oefmb10g 207 23 the the DT cord-325034-oefmb10g 207 24 number number NN cord-325034-oefmb10g 207 25 of of IN cord-325034-oefmb10g 207 26 cases case NNS cord-325034-oefmb10g 207 27 . . . cord-325034-oefmb10g 208 1 This this DT cord-325034-oefmb10g 208 2 result result NN cord-325034-oefmb10g 208 3 highlights highlight VBZ cord-325034-oefmb10g 208 4 the the DT cord-325034-oefmb10g 208 5 importance importance NN cord-325034-oefmb10g 208 6 of of IN cord-325034-oefmb10g 208 7 a a DT cord-325034-oefmb10g 208 8 timely timely JJ cord-325034-oefmb10g 208 9 response response NN cord-325034-oefmb10g 208 10 and and CC cord-325034-oefmb10g 208 11 it -PRON- PRP cord-325034-oefmb10g 208 12 is be VBZ cord-325034-oefmb10g 208 13 in in IN cord-325034-oefmb10g 208 14 line line NN cord-325034-oefmb10g 208 15 with with IN cord-325034-oefmb10g 208 16 Vasconcelos Vasconcelos NNP cord-325034-oefmb10g 208 17 et et FW cord-325034-oefmb10g 208 18 al al NNP cord-325034-oefmb10g 208 19 . . . cord-325034-oefmb10g 209 1 ( ( -LRB- cord-325034-oefmb10g 209 2 2020 2020 CD cord-325034-oefmb10g 209 3 ) ) -RRB- cord-325034-oefmb10g 209 4 , , , cord-325034-oefmb10g 209 5 in in IN cord-325034-oefmb10g 209 6 which which WDT cord-325034-oefmb10g 209 7 the the DT cord-325034-oefmb10g 209 8 authors author NNS cord-325034-oefmb10g 209 9 find find VBP cord-325034-oefmb10g 209 10 that that IN cord-325034-oefmb10g 209 11 the the DT cord-325034-oefmb10g 209 12 countermeasures countermeasure NNS cord-325034-oefmb10g 209 13 must must MD cord-325034-oefmb10g 209 14 be be VB cord-325034-oefmb10g 209 15 taken take VBN cord-325034-oefmb10g 209 16 immediately immediately RB cord-325034-oefmb10g 209 17 after after IN cord-325034-oefmb10g 209 18 the the DT cord-325034-oefmb10g 209 19 onset onset NN cord-325034-oefmb10g 209 20 of of IN cord-325034-oefmb10g 209 21 the the DT cord-325034-oefmb10g 209 22 epidemic epidemic NN cord-325034-oefmb10g 209 23 . . . cord-325034-oefmb10g 210 1 The the DT cord-325034-oefmb10g 210 2 quality quality NN cord-325034-oefmb10g 210 3 of of IN cord-325034-oefmb10g 210 4 the the DT cord-325034-oefmb10g 210 5 health health NN cord-325034-oefmb10g 210 6 and and CC cord-325034-oefmb10g 210 7 social social NNP cord-325034-oefmb10g 210 8 protection protection NN cord-325034-oefmb10g 210 9 systems system NNS cord-325034-oefmb10g 210 10 are be VBP cord-325034-oefmb10g 210 11 crucial crucial JJ cord-325034-oefmb10g 210 12 in in IN cord-325034-oefmb10g 210 13 this this DT cord-325034-oefmb10g 210 14 regard regard NN cord-325034-oefmb10g 210 15 since since IN cord-325034-oefmb10g 210 16 both both CC cord-325034-oefmb10g 210 17 the the DT cord-325034-oefmb10g 210 18 level level NN cord-325034-oefmb10g 210 19 and and CC cord-325034-oefmb10g 210 20 the the DT cord-325034-oefmb10g 210 21 speed speed NN cord-325034-oefmb10g 210 22 of of IN cord-325034-oefmb10g 210 23 the the DT cord-325034-oefmb10g 210 24 government government NN cord-325034-oefmb10g 210 25 response response NN cord-325034-oefmb10g 210 26 will will MD cord-325034-oefmb10g 210 27 depend depend VB cord-325034-oefmb10g 210 28 on on IN cord-325034-oefmb10g 210 29 these these DT cord-325034-oefmb10g 210 30 factors factor NNS cord-325034-oefmb10g 210 31 , , , cord-325034-oefmb10g 210 32 as as IN cord-325034-oefmb10g 210 33 can can MD cord-325034-oefmb10g 210 34 be be VB cord-325034-oefmb10g 210 35 seen see VBN cord-325034-oefmb10g 210 36 also also RB cord-325034-oefmb10g 210 37 in in IN cord-325034-oefmb10g 210 38 Armocida Armocida NNP cord-325034-oefmb10g 210 39 et et NNP cord-325034-oefmb10g 210 40 al al NNP cord-325034-oefmb10g 210 41 . . . cord-325034-oefmb10g 211 1 ( ( -LRB- cord-325034-oefmb10g 211 2 2020 2020 CD cord-325034-oefmb10g 211 3 ) ) -RRB- cord-325034-oefmb10g 211 4 . . . cord-325034-oefmb10g 212 1 The the DT cord-325034-oefmb10g 212 2 levels level NNS cord-325034-oefmb10g 212 3 of of IN cord-325034-oefmb10g 212 4 trust trust NN cord-325034-oefmb10g 212 5 of of IN cord-325034-oefmb10g 212 6 citizens citizen NNS cord-325034-oefmb10g 212 7 in in IN cord-325034-oefmb10g 212 8 science science NN cord-325034-oefmb10g 212 9 and and CC cord-325034-oefmb10g 212 10 institutions institution NNS cord-325034-oefmb10g 212 11 and and CC cord-325034-oefmb10g 212 12 the the DT cord-325034-oefmb10g 212 13 association association NN cord-325034-oefmb10g 212 14 between between IN cord-325034-oefmb10g 212 15 academia academia NNP cord-325034-oefmb10g 212 16 and and CC cord-325034-oefmb10g 212 17 political political JJ cord-325034-oefmb10g 212 18 representatives representative NNS cord-325034-oefmb10g 212 19 ( ( -LRB- cord-325034-oefmb10g 212 20 see see VB cord-325034-oefmb10g 212 21 Moreno Moreno NNP cord-325034-oefmb10g 212 22 et et NNP cord-325034-oefmb10g 212 23 al al NNP cord-325034-oefmb10g 212 24 . . . cord-325034-oefmb10g 213 1 ( ( -LRB- cord-325034-oefmb10g 213 2 2020 2020 CD cord-325034-oefmb10g 213 3 ) ) -RRB- cord-325034-oefmb10g 213 4 ) ) -RRB- cord-325034-oefmb10g 213 5 are be VBP cord-325034-oefmb10g 213 6 essential essential JJ cord-325034-oefmb10g 213 7 for for IN cord-325034-oefmb10g 213 8 good good JJ cord-325034-oefmb10g 213 9 management management NN cord-325034-oefmb10g 213 10 of of IN cord-325034-oefmb10g 213 11 the the DT cord-325034-oefmb10g 213 12 situation situation NN cord-325034-oefmb10g 213 13 . . . cord-325034-oefmb10g 214 1 An an DT cord-325034-oefmb10g 214 2 additional additional JJ cord-325034-oefmb10g 214 3 implication implication NN cord-325034-oefmb10g 214 4 on on IN cord-325034-oefmb10g 214 5 this this DT cord-325034-oefmb10g 214 6 issue issue NN cord-325034-oefmb10g 214 7 is be VBZ cord-325034-oefmb10g 214 8 about about IN cord-325034-oefmb10g 214 9 the the DT cord-325034-oefmb10g 214 10 dichotomy dichotomy NN cord-325034-oefmb10g 214 11 between between IN cord-325034-oefmb10g 214 12 the the DT cord-325034-oefmb10g 214 13 economy economy NN cord-325034-oefmb10g 214 14 and and CC cord-325034-oefmb10g 214 15 health health NN cord-325034-oefmb10g 214 16 . . . cord-325034-oefmb10g 215 1 Countries country NNS cord-325034-oefmb10g 215 2 of of IN cord-325034-oefmb10g 215 3 clusters cluster NNS cord-325034-oefmb10g 215 4 2 2 CD cord-325034-oefmb10g 215 5 and and CC cord-325034-oefmb10g 215 6 3 3 CD cord-325034-oefmb10g 215 7 , , , cord-325034-oefmb10g 215 8 which which WDT cord-325034-oefmb10g 215 9 have have VBP cord-325034-oefmb10g 215 10 been be VBN cord-325034-oefmb10g 215 11 more more RBR cord-325034-oefmb10g 215 12 aggressive aggressive JJ cord-325034-oefmb10g 215 13 and and CC cord-325034-oefmb10g 215 14 faster fast RBR cord-325034-oefmb10g 215 15 in in IN cord-325034-oefmb10g 215 16 implementing implement VBG cord-325034-oefmb10g 215 17 stayat stayat JJ cord-325034-oefmb10g 215 18 - - HYPH cord-325034-oefmb10g 215 19 home home NN cord-325034-oefmb10g 215 20 measures measure NNS cord-325034-oefmb10g 215 21 and and CC cord-325034-oefmb10g 215 22 massive massive JJ cord-325034-oefmb10g 215 23 testing testing NN cord-325034-oefmb10g 215 24 , , , cord-325034-oefmb10g 215 25 have have VBP cord-325034-oefmb10g 215 26 achieved achieve VBN cord-325034-oefmb10g 215 27 a a DT cord-325034-oefmb10g 215 28 decrease decrease NN cord-325034-oefmb10g 215 29 in in IN cord-325034-oefmb10g 215 30 the the DT cord-325034-oefmb10g 215 31 number number NN cord-325034-oefmb10g 215 32 of of IN cord-325034-oefmb10g 215 33 new new JJ cord-325034-oefmb10g 215 34 cases case NNS cord-325034-oefmb10g 215 35 and and CC cord-325034-oefmb10g 215 36 a a DT cord-325034-oefmb10g 215 37 progressive progressive JJ cord-325034-oefmb10g 215 38 decrease decrease NN cord-325034-oefmb10g 215 39 in in IN cord-325034-oefmb10g 215 40 restrictions restriction NNS cord-325034-oefmb10g 215 41 on on IN cord-325034-oefmb10g 215 42 the the DT cord-325034-oefmb10g 215 43 mobility mobility NN cord-325034-oefmb10g 215 44 , , , cord-325034-oefmb10g 215 45 while while IN cord-325034-oefmb10g 215 46 cluster cluster NN cord-325034-oefmb10g 215 47 1 1 CD cord-325034-oefmb10g 215 48 countries country NNS cord-325034-oefmb10g 215 49 maintain maintain VBP cord-325034-oefmb10g 215 50 higher high JJR cord-325034-oefmb10g 215 51 restrictions restriction NNS cord-325034-oefmb10g 215 52 on on IN cord-325034-oefmb10g 215 53 mobility mobility NN cord-325034-oefmb10g 215 54 after after IN cord-325034-oefmb10g 215 55 one one CD cord-325034-oefmb10g 215 56 hundred hundred CD cord-325034-oefmb10g 215 57 days day NNS cord-325034-oefmb10g 215 58 . . . cord-325034-oefmb10g 216 1 Lin Lin NNP cord-325034-oefmb10g 216 2 and and CC cord-325034-oefmb10g 216 3 Meissner Meissner NNP cord-325034-oefmb10g 216 4 ( ( -LRB- cord-325034-oefmb10g 216 5 2020 2020 CD cord-325034-oefmb10g 216 6 ) ) -RRB- cord-325034-oefmb10g 216 7 do do VBP cord-325034-oefmb10g 216 8 not not RB cord-325034-oefmb10g 216 9 find find VB cord-325034-oefmb10g 216 10 an an DT cord-325034-oefmb10g 216 11 association association NN cord-325034-oefmb10g 216 12 between between IN cord-325034-oefmb10g 216 13 local local JJ cord-325034-oefmb10g 216 14 restriction restriction NN cord-325034-oefmb10g 216 15 policies policy NNS cord-325034-oefmb10g 216 16 and and CC cord-325034-oefmb10g 216 17 the the DT cord-325034-oefmb10g 216 18 economy economy NN cord-325034-oefmb10g 216 19 , , , cord-325034-oefmb10g 216 20 although although IN cord-325034-oefmb10g 216 21 unlike unlike IN cord-325034-oefmb10g 216 22 what what WP cord-325034-oefmb10g 216 23 Lin Lin NNP cord-325034-oefmb10g 216 24 and and CC cord-325034-oefmb10g 216 25 Meissner Meissner NNP cord-325034-oefmb10g 216 26 ( ( -LRB- cord-325034-oefmb10g 216 27 2020 2020 CD cord-325034-oefmb10g 216 28 ) ) -RRB- cord-325034-oefmb10g 216 29 suggested suggest VBD cord-325034-oefmb10g 216 30 , , , cord-325034-oefmb10g 216 31 our -PRON- PRP$ cord-325034-oefmb10g 216 32 analysis analysis NN cord-325034-oefmb10g 216 33 suggest suggest VBP cord-325034-oefmb10g 216 34 that that IN cord-325034-oefmb10g 216 35 these these DT cord-325034-oefmb10g 216 36 measures measure NNS cord-325034-oefmb10g 216 37 could could MD cord-325034-oefmb10g 216 38 be be VB cord-325034-oefmb10g 216 39 associated associate VBN cord-325034-oefmb10g 216 40 with with IN cord-325034-oefmb10g 216 41 changes change NNS cord-325034-oefmb10g 216 42 in in IN cord-325034-oefmb10g 216 43 the the DT cord-325034-oefmb10g 216 44 number number NN cord-325034-oefmb10g 216 45 of of IN cord-325034-oefmb10g 216 46 infections infection NNS cord-325034-oefmb10g 216 47 . . . cord-325034-oefmb10g 217 1 It -PRON- PRP cord-325034-oefmb10g 217 2 is be VBZ cord-325034-oefmb10g 217 3 necessary necessary JJ cord-325034-oefmb10g 217 4 to to TO cord-325034-oefmb10g 217 5 investigate investigate VB cord-325034-oefmb10g 217 6 more more JJR cord-325034-oefmb10g 217 7 about about IN cord-325034-oefmb10g 217 8 this this DT cord-325034-oefmb10g 217 9 matter matter NN cord-325034-oefmb10g 217 10 , , , cord-325034-oefmb10g 217 11 but but CC cord-325034-oefmb10g 217 12 it -PRON- PRP cord-325034-oefmb10g 217 13 could could MD cord-325034-oefmb10g 217 14 be be VB cord-325034-oefmb10g 217 15 thought think VBN cord-325034-oefmb10g 217 16 that that IN cord-325034-oefmb10g 217 17 there there EX cord-325034-oefmb10g 217 18 is be VBZ cord-325034-oefmb10g 217 19 no no DT cord-325034-oefmb10g 217 20 dichotomy dichotomy NN cord-325034-oefmb10g 217 21 between between IN cord-325034-oefmb10g 217 22 health health NN cord-325034-oefmb10g 217 23 and and CC cord-325034-oefmb10g 217 24 the the DT cord-325034-oefmb10g 217 25 economy economy NN cord-325034-oefmb10g 217 26 , , , cord-325034-oefmb10g 217 27 but but CC cord-325034-oefmb10g 217 28 that that IN cord-325034-oefmb10g 217 29 the the DT cord-325034-oefmb10g 217 30 best good JJS cord-325034-oefmb10g 217 31 measures measure NNS cord-325034-oefmb10g 217 32 for for IN cord-325034-oefmb10g 217 33 subsequent subsequent JJ cord-325034-oefmb10g 217 34 reactivation reactivation NN cord-325034-oefmb10g 217 35 of of IN cord-325034-oefmb10g 217 36 economic economic JJ cord-325034-oefmb10g 217 37 activity activity NN cord-325034-oefmb10g 217 38 consist consist VBP cord-325034-oefmb10g 217 39 of of IN cord-325034-oefmb10g 217 40 the the DT cord-325034-oefmb10g 217 41 rapid rapid JJ cord-325034-oefmb10g 217 42 response response NN cord-325034-oefmb10g 217 43 to to IN cord-325034-oefmb10g 217 44 the the DT cord-325034-oefmb10g 217 45 pandemic pandemic NN cord-325034-oefmb10g 217 46 . . . cord-325034-oefmb10g 218 1 This this DT cord-325034-oefmb10g 218 2 aid aid NN cord-325034-oefmb10g 218 3 should should MD cord-325034-oefmb10g 218 4 cover cover VB cord-325034-oefmb10g 218 5 both both DT cord-325034-oefmb10g 218 6 health health NN cord-325034-oefmb10g 218 7 systems system NNS cord-325034-oefmb10g 218 8 and and CC cord-325034-oefmb10g 218 9 the the DT cord-325034-oefmb10g 218 10 most most RBS cord-325034-oefmb10g 218 11 vulnerable vulnerable JJ cord-325034-oefmb10g 218 12 individuals individual NNS cord-325034-oefmb10g 218 13 in in IN cord-325034-oefmb10g 218 14 society society NN cord-325034-oefmb10g 218 15 . . . cord-325034-oefmb10g 219 1 One one CD cord-325034-oefmb10g 219 2 important important JJ cord-325034-oefmb10g 219 3 limitation limitation NN cord-325034-oefmb10g 219 4 when when WRB cord-325034-oefmb10g 219 5 working work VBG cord-325034-oefmb10g 219 6 with with IN cord-325034-oefmb10g 219 7 these these DT cord-325034-oefmb10g 219 8 databases database NNS cord-325034-oefmb10g 219 9 is be VBZ cord-325034-oefmb10g 219 10 the the DT cord-325034-oefmb10g 219 11 possibility possibility NN cord-325034-oefmb10g 219 12 of of IN cord-325034-oefmb10g 219 13 under under IN cord-325034-oefmb10g 219 14 - - HYPH cord-325034-oefmb10g 219 15 reporting reporting NN cord-325034-oefmb10g 219 16 of of IN cord-325034-oefmb10g 219 17 cases case NNS cord-325034-oefmb10g 219 18 , , , cord-325034-oefmb10g 219 19 which which WDT cord-325034-oefmb10g 219 20 might may MD cord-325034-oefmb10g 219 21 imply imply VB cord-325034-oefmb10g 219 22 -among -among JJ cord-325034-oefmb10g 219 23 other other JJ cord-325034-oefmb10g 219 24 consequences consequence NNS cord-325034-oefmb10g 219 25 - - : cord-325034-oefmb10g 219 26 that that IN cord-325034-oefmb10g 219 27 cluster cluster NN cord-325034-oefmb10g 219 28 1 1 CD cord-325034-oefmb10g 219 29 has have VBZ cord-325034-oefmb10g 219 30 already already RB cord-325034-oefmb10g 219 31 reached reach VBN cord-325034-oefmb10g 219 32 its -PRON- PRP$ cord-325034-oefmb10g 219 33 maximum maximum NN cord-325034-oefmb10g 219 34 or or CC cord-325034-oefmb10g 219 35 that that IN cord-325034-oefmb10g 219 36 cluster cluster NN cord-325034-oefmb10g 219 37 2 2 CD cord-325034-oefmb10g 219 38 had have VBD cord-325034-oefmb10g 219 39 a a DT cord-325034-oefmb10g 219 40 less less RBR cord-325034-oefmb10g 219 41 / / SYM cord-325034-oefmb10g 219 42 more more RBR cord-325034-oefmb10g 219 43 pronounced pronounce VBN cord-325034-oefmb10g 219 44 peak peak NN cord-325034-oefmb10g 219 45 . . . cord-325034-oefmb10g 220 1 Additionally additionally RB cord-325034-oefmb10g 220 2 , , , cord-325034-oefmb10g 220 3 it -PRON- PRP cord-325034-oefmb10g 220 4 is be VBZ cord-325034-oefmb10g 220 5 important important JJ cord-325034-oefmb10g 220 6 to to TO cord-325034-oefmb10g 220 7 note note VB cord-325034-oefmb10g 220 8 that that IN cord-325034-oefmb10g 220 9 at at IN cord-325034-oefmb10g 220 10 this this DT cord-325034-oefmb10g 220 11 point point NN cord-325034-oefmb10g 220 12 it -PRON- PRP cord-325034-oefmb10g 220 13 is be VBZ cord-325034-oefmb10g 220 14 not not RB cord-325034-oefmb10g 220 15 clear clear JJ cord-325034-oefmb10g 220 16 if if IN cord-325034-oefmb10g 220 17 all all PDT cord-325034-oefmb10g 220 18 the the DT cord-325034-oefmb10g 220 19 reported report VBN cord-325034-oefmb10g 220 20 deaths death NNS cord-325034-oefmb10g 220 21 are be VBP cord-325034-oefmb10g 220 22 caused cause VBN cord-325034-oefmb10g 220 23 by by IN cord-325034-oefmb10g 220 24 COVID-19 COVID-19 NNP cord-325034-oefmb10g 220 25 or or CC cord-325034-oefmb10g 220 26 if if IN cord-325034-oefmb10g 220 27 the the DT cord-325034-oefmb10g 220 28 deaths death NNS cord-325034-oefmb10g 220 29 were be VBD cord-325034-oefmb10g 220 30 caused cause VBN cord-325034-oefmb10g 220 31 by by IN cord-325034-oefmb10g 220 32 a a DT cord-325034-oefmb10g 220 33 third third JJ cord-325034-oefmb10g 220 34 factor factor NN cord-325034-oefmb10g 220 35 . . . cord-325034-oefmb10g 221 1 This this DT cord-325034-oefmb10g 221 2 might may MD cord-325034-oefmb10g 221 3 constitute constitute VB cord-325034-oefmb10g 221 4 a a DT cord-325034-oefmb10g 221 5 future future JJ cord-325034-oefmb10g 221 6 research research NN cord-325034-oefmb10g 221 7 question question NN cord-325034-oefmb10g 221 8 . . . cord-325034-oefmb10g 222 1 In in IN cord-325034-oefmb10g 222 2 addition addition NN cord-325034-oefmb10g 222 3 , , , cord-325034-oefmb10g 222 4 this this DT cord-325034-oefmb10g 222 5 work work NN cord-325034-oefmb10g 222 6 may may MD cord-325034-oefmb10g 222 7 be be VB cord-325034-oefmb10g 222 8 extended extend VBN cord-325034-oefmb10g 222 9 in in IN cord-325034-oefmb10g 222 10 order order NN cord-325034-oefmb10g 222 11 to to TO cord-325034-oefmb10g 222 12 analyze analyze VB cord-325034-oefmb10g 222 13 other other JJ cord-325034-oefmb10g 222 14 variables variable NNS cord-325034-oefmb10g 222 15 , , , cord-325034-oefmb10g 222 16 such such JJ cord-325034-oefmb10g 222 17 as as IN cord-325034-oefmb10g 222 18 the the DT cord-325034-oefmb10g 222 19 ratios ratio NNS cord-325034-oefmb10g 222 20 " " '' cord-325034-oefmb10g 222 21 deaths death NNS cord-325034-oefmb10g 222 22 / / SYM cord-325034-oefmb10g 222 23 active active JJ cord-325034-oefmb10g 222 24 - - HYPH cord-325034-oefmb10g 222 25 cases case NNS cord-325034-oefmb10g 222 26 " " '' cord-325034-oefmb10g 222 27 and and CC cord-325034-oefmb10g 222 28 " " `` cord-325034-oefmb10g 222 29 active active JJ cord-325034-oefmb10g 222 30 - - HYPH cord-325034-oefmb10g 222 31 cases case NNS cord-325034-oefmb10g 222 32 / / SYM cord-325034-oefmb10g 222 33 tests test NNS cord-325034-oefmb10g 222 34 " " '' cord-325034-oefmb10g 222 35 or or CC cord-325034-oefmb10g 222 36 by by IN cord-325034-oefmb10g 222 37 utilizing utilize VBG cord-325034-oefmb10g 222 38 temporal temporal JJ cord-325034-oefmb10g 222 39 windows window NNS cord-325034-oefmb10g 222 40 to to TO cord-325034-oefmb10g 222 41 study study VB cord-325034-oefmb10g 222 42 the the DT cord-325034-oefmb10g 222 43 clusters cluster NNS cord-325034-oefmb10g 222 44 dynamics dynamic NNS cord-325034-oefmb10g 222 45 . . . cord-325034-oefmb10g 222 46 . . . cord-325034-oefmb10g 223 1 CC CC NNP cord-325034-oefmb10g 223 2 - - HYPH cord-325034-oefmb10g 223 3 BY BY NNP cord-325034-oefmb10g 223 4 - - HYPH cord-325034-oefmb10g 223 5 NC NC NNP cord-325034-oefmb10g 223 6 - - HYPH cord-325034-oefmb10g 223 7 ND ND NNP cord-325034-oefmb10g 223 8 4.0 4.0 CD cord-325034-oefmb10g 223 9 International international JJ cord-325034-oefmb10g 223 10 license license NN cord-325034-oefmb10g 224 1 It -PRON- PRP cord-325034-oefmb10g 224 2 is be VBZ cord-325034-oefmb10g 224 3 made make VBN cord-325034-oefmb10g 224 4 available available JJ cord-325034-oefmb10g 224 5 under under IN cord-325034-oefmb10g 224 6 a a DT cord-325034-oefmb10g 224 7 perpetuity perpetuity NN cord-325034-oefmb10g 224 8 . . . cord-325034-oefmb10g 225 1 is be VBZ cord-325034-oefmb10g 225 2 the the DT cord-325034-oefmb10g 225 3 author author NN cord-325034-oefmb10g 225 4 / / SYM cord-325034-oefmb10g 225 5 funder funder NN cord-325034-oefmb10g 225 6 , , , cord-325034-oefmb10g 225 7 who who WP cord-325034-oefmb10g 225 8 has have VBZ cord-325034-oefmb10g 225 9 granted grant VBN cord-325034-oefmb10g 225 10 medRxiv medRxiv NNS cord-325034-oefmb10g 225 11 a a DT cord-325034-oefmb10g 225 12 license license NN cord-325034-oefmb10g 225 13 to to TO cord-325034-oefmb10g 225 14 display display VB cord-325034-oefmb10g 225 15 the the DT cord-325034-oefmb10g 225 16 preprint preprint NN cord-325034-oefmb10g 225 17 in in IN cord-325034-oefmb10g 225 18 ( ( -LRB- cord-325034-oefmb10g 225 19 which which WDT cord-325034-oefmb10g 225 20 was be VBD cord-325034-oefmb10g 225 21 not not RB cord-325034-oefmb10g 225 22 certified certify VBN cord-325034-oefmb10g 225 23 by by IN cord-325034-oefmb10g 225 24 peer peer NN cord-325034-oefmb10g 225 25 review review NN cord-325034-oefmb10g 225 26 ) ) -RRB- cord-325034-oefmb10g 225 27 preprint preprint NN cord-325034-oefmb10g 226 1 The the DT cord-325034-oefmb10g 226 2 copyright copyright NN cord-325034-oefmb10g 226 3 holder holder NN cord-325034-oefmb10g 226 4 for for IN cord-325034-oefmb10g 226 5 this this DT cord-325034-oefmb10g 226 6 this this DT cord-325034-oefmb10g 226 7 version version NN cord-325034-oefmb10g 226 8 posted post VBD cord-325034-oefmb10g 226 9 August August NNP cord-325034-oefmb10g 226 10 21 21 CD cord-325034-oefmb10g 226 11 , , , cord-325034-oefmb10g 226 12 2020 2020 CD cord-325034-oefmb10g 226 13 . . . cord-325034-oefmb10g 226 14 . . . cord-325034-oefmb10g 227 1 https://doi.org/10.1101/2020.08.18.20177261 https://doi.org/10.1101/2020.08.18.20177261 NNS cord-325034-oefmb10g 227 2 doi doi XX cord-325034-oefmb10g 227 3 : : : cord-325034-oefmb10g 228 1 medRxiv medRxiv NNP cord-325034-oefmb10g 228 2 preprint preprint NN cord-325034-oefmb10g 228 3 is be VBZ cord-325034-oefmb10g 228 4 the the DT cord-325034-oefmb10g 228 5 author author NN cord-325034-oefmb10g 228 6 / / SYM cord-325034-oefmb10g 228 7 funder funder NN cord-325034-oefmb10g 228 8 , , , cord-325034-oefmb10g 228 9 who who WP cord-325034-oefmb10g 228 10 has have VBZ cord-325034-oefmb10g 228 11 granted grant VBN cord-325034-oefmb10g 228 12 medRxiv medRxiv NNS cord-325034-oefmb10g 228 13 a a DT cord-325034-oefmb10g 228 14 license license NN cord-325034-oefmb10g 228 15 to to TO cord-325034-oefmb10g 228 16 display display VB cord-325034-oefmb10g 228 17 the the DT cord-325034-oefmb10g 228 18 preprint preprint NN cord-325034-oefmb10g 228 19 in in IN cord-325034-oefmb10g 228 20 ( ( -LRB- cord-325034-oefmb10g 228 21 which which WDT cord-325034-oefmb10g 228 22 was be VBD cord-325034-oefmb10g 228 23 not not RB cord-325034-oefmb10g 228 24 certified certify VBN cord-325034-oefmb10g 228 25 by by IN cord-325034-oefmb10g 228 26 peer peer NN cord-325034-oefmb10g 228 27 review review NN cord-325034-oefmb10g 228 28 ) ) -RRB- cord-325034-oefmb10g 228 29 preprint preprint NN cord-325034-oefmb10g 229 1 The the DT cord-325034-oefmb10g 229 2 copyright copyright NN cord-325034-oefmb10g 229 3 holder holder NN cord-325034-oefmb10g 229 4 for for IN cord-325034-oefmb10g 229 5 this this DT cord-325034-oefmb10g 229 6 this this DT cord-325034-oefmb10g 229 7 version version NN cord-325034-oefmb10g 229 8 posted post VBD cord-325034-oefmb10g 229 9 August August NNP cord-325034-oefmb10g 229 10 21 21 CD cord-325034-oefmb10g 229 11 , , , cord-325034-oefmb10g 229 12 2020 2020 CD cord-325034-oefmb10g 229 13 . . . cord-325034-oefmb10g 229 14 . . . cord-325034-oefmb10g 230 1 https://doi.org/10.1101/2020.08.18.20177261 https://doi.org/10.1101/2020.08.18.20177261 NNS cord-325034-oefmb10g 230 2 doi doi XX cord-325034-oefmb10g 230 3 : : : cord-325034-oefmb10g 231 1 medRxiv medRxiv NNP cord-325034-oefmb10g 231 2 preprint preprint NN cord-325034-oefmb10g 231 3 is be VBZ cord-325034-oefmb10g 231 4 the the DT cord-325034-oefmb10g 231 5 author author NN cord-325034-oefmb10g 231 6 / / SYM cord-325034-oefmb10g 231 7 funder funder NN cord-325034-oefmb10g 231 8 , , , cord-325034-oefmb10g 231 9 who who WP cord-325034-oefmb10g 231 10 has have VBZ cord-325034-oefmb10g 231 11 granted grant VBN cord-325034-oefmb10g 231 12 medRxiv medRxiv NNS cord-325034-oefmb10g 231 13 a a DT cord-325034-oefmb10g 231 14 license license NN cord-325034-oefmb10g 231 15 to to TO cord-325034-oefmb10g 231 16 display display VB cord-325034-oefmb10g 231 17 the the DT cord-325034-oefmb10g 231 18 preprint preprint NN cord-325034-oefmb10g 231 19 in in IN cord-325034-oefmb10g 231 20 ( ( -LRB- cord-325034-oefmb10g 231 21 which which WDT cord-325034-oefmb10g 231 22 was be VBD cord-325034-oefmb10g 231 23 not not RB cord-325034-oefmb10g 231 24 certified certify VBN cord-325034-oefmb10g 231 25 by by IN cord-325034-oefmb10g 231 26 peer peer NN cord-325034-oefmb10g 231 27 review review NN cord-325034-oefmb10g 231 28 ) ) -RRB- cord-325034-oefmb10g 231 29 preprint preprint NN cord-325034-oefmb10g 232 1 The the DT cord-325034-oefmb10g 232 2 copyright copyright NN cord-325034-oefmb10g 232 3 holder holder NN cord-325034-oefmb10g 232 4 for for IN cord-325034-oefmb10g 232 5 this this DT cord-325034-oefmb10g 232 6 this this DT cord-325034-oefmb10g 232 7 version version NN cord-325034-oefmb10g 232 8 posted post VBD cord-325034-oefmb10g 232 9 August August NNP cord-325034-oefmb10g 232 10 21 21 CD cord-325034-oefmb10g 232 11 , , , cord-325034-oefmb10g 232 12 2020 2020 CD cord-325034-oefmb10g 232 13 . . . cord-325034-oefmb10g 232 14 . . . cord-325034-oefmb10g 233 1 https://doi.org/10 https://doi.org/10 NNP cord-325034-oefmb10g 233 2 . . . cord-325034-oefmb10g 234 1 1101 1101 CD cord-325034-oefmb10g 234 2 /2020 /2020 . cord-325034-oefmb10g 234 3 _SP cord-325034-oefmb10g 235 1 The the DT cord-325034-oefmb10g 235 2 italian italian JJ cord-325034-oefmb10g 235 3 health health NN cord-325034-oefmb10g 235 4 system system NN cord-325034-oefmb10g 235 5 and and CC cord-325034-oefmb10g 235 6 the the DT cord-325034-oefmb10g 235 7 covid-19 covid-19 NNP cord-325034-oefmb10g 235 8 challenge challenge NN cord-325034-oefmb10g 235 9 A a DT cord-325034-oefmb10g 235 10 dendrite dendrite NN cord-325034-oefmb10g 235 11 method method NN cord-325034-oefmb10g 235 12 for for IN cord-325034-oefmb10g 235 13 cluster cluster NN cord-325034-oefmb10g 235 14 analysis analysis NN cord-325034-oefmb10g 235 15 Identification identification NN cord-325034-oefmb10g 235 16 of of IN cord-325034-oefmb10g 235 17 spatial spatial JJ cord-325034-oefmb10g 235 18 variations variation NNS cord-325034-oefmb10g 235 19 in in IN cord-325034-oefmb10g 235 20 covid-19 covid-19 JJ cord-325034-oefmb10g 235 21 epidemiological epidemiological JJ cord-325034-oefmb10g 235 22 data datum NNS cord-325034-oefmb10g 235 23 using use VBG cord-325034-oefmb10g 235 24 k k NN cord-325034-oefmb10g 235 25 - - HYPH cord-325034-oefmb10g 235 26 means mean VBZ cord-325034-oefmb10g 235 27 clustering clustering NN cord-325034-oefmb10g 235 28 algorithm algorithm NN cord-325034-oefmb10g 235 29 : : : cord-325034-oefmb10g 235 30 a a DT cord-325034-oefmb10g 235 31 global global JJ cord-325034-oefmb10g 235 32 perspective perspective NN cord-325034-oefmb10g 235 33 Pattern pattern NN cord-325034-oefmb10g 235 34 classification classification NN cord-325034-oefmb10g 235 35 and and CC cord-325034-oefmb10g 235 36 scene scene NN cord-325034-oefmb10g 235 37 analysis analysis NN cord-325034-oefmb10g 236 1 The the DT cord-325034-oefmb10g 236 2 role role NN cord-325034-oefmb10g 236 3 of of IN cord-325034-oefmb10g 236 4 economic economic JJ cord-325034-oefmb10g 236 5 structural structural JJ cord-325034-oefmb10g 236 6 factors factor NNS cord-325034-oefmb10g 236 7 in in IN cord-325034-oefmb10g 236 8 determining determine VBG cord-325034-oefmb10g 236 9 pandemic pandemic NN cord-325034-oefmb10g 236 10 mortality mortality NN cord-325034-oefmb10g 236 11 rates rate NNS cord-325034-oefmb10g 236 12 : : : cord-325034-oefmb10g 236 13 Evidence evidence NN cord-325034-oefmb10g 236 14 from from IN cord-325034-oefmb10g 236 15 the the DT cord-325034-oefmb10g 236 16 covid-19 covid-19 CD cord-325034-oefmb10g 236 17 outbreak outbreak NN cord-325034-oefmb10g 236 18 in in IN cord-325034-oefmb10g 236 19 france france NNP cord-325034-oefmb10g 236 20 International International NNP cord-325034-oefmb10g 236 21 comparisons comparison NNS cord-325034-oefmb10g 236 22 using use VBG cord-325034-oefmb10g 236 23 spanning span VBG cord-325034-oefmb10g 236 24 trees tree NNS cord-325034-oefmb10g 236 25 Cluster cluster NN cord-325034-oefmb10g 236 26 - - HYPH cord-325034-oefmb10g 236 27 based base VBN cord-325034-oefmb10g 236 28 dual dual JJ cord-325034-oefmb10g 236 29 evolution evolution NN cord-325034-oefmb10g 236 30 for for IN cord-325034-oefmb10g 236 31 multivariate multivariate JJ cord-325034-oefmb10g 236 32 time time NN cord-325034-oefmb10g 236 33 series series NN cord-325034-oefmb10g 236 34 : : : cord-325034-oefmb10g 236 35 Analyzing analyze VBG cord-325034-oefmb10g 236 36 covid-19 covid-19 NNP cord-325034-oefmb10g 236 37 On on IN cord-325034-oefmb10g 236 38 the the DT cord-325034-oefmb10g 236 39 shortest short JJS cord-325034-oefmb10g 236 40 spanning spanning NN cord-325034-oefmb10g 236 41 subtree subtree NN cord-325034-oefmb10g 236 42 of of IN cord-325034-oefmb10g 236 43 a a DT cord-325034-oefmb10g 236 44 graph graph NN cord-325034-oefmb10g 236 45 and and CC cord-325034-oefmb10g 236 46 the the DT cord-325034-oefmb10g 236 47 traveling travel VBG cord-325034-oefmb10g 236 48 salesman salesman NN cord-325034-oefmb10g 236 49 problem problem NN cord-325034-oefmb10g 236 50 Analysis Analysis NNP cord-325034-oefmb10g 236 51 of of IN cord-325034-oefmb10g 236 52 a a DT cord-325034-oefmb10g 236 53 network network NN cord-325034-oefmb10g 236 54 structure structure NN cord-325034-oefmb10g 236 55 of of IN cord-325034-oefmb10g 236 56 the the DT cord-325034-oefmb10g 236 57 foreign foreign JJ cord-325034-oefmb10g 236 58 currency currency NN cord-325034-oefmb10g 236 59 exchange exchange NNP cord-325034-oefmb10g 236 60 market market NN cord-325034-oefmb10g 236 61 Health Health NNP cord-325034-oefmb10g 236 62 vs. vs. IN cord-325034-oefmb10g 236 63 wealth wealth NN cord-325034-oefmb10g 236 64 ? ? . cord-325034-oefmb10g 237 1 public public JJ cord-325034-oefmb10g 237 2 health health NN cord-325034-oefmb10g 237 3 policies policy NNS cord-325034-oefmb10g 237 4 and and CC cord-325034-oefmb10g 237 5 the the DT cord-325034-oefmb10g 237 6 economy economy NN cord-325034-oefmb10g 237 7 during during IN cord-325034-oefmb10g 237 8 covid-19 covid-19 NNP cord-325034-oefmb10g 237 9 Rare Rare NNP cord-325034-oefmb10g 237 10 and and CC cord-325034-oefmb10g 237 11 extreme extreme JJ cord-325034-oefmb10g 237 12 events event NNS cord-325034-oefmb10g 237 13 : : : cord-325034-oefmb10g 237 14 the the DT cord-325034-oefmb10g 237 15 case case NN cord-325034-oefmb10g 237 16 of of IN cord-325034-oefmb10g 237 17 covid-19 covid-19 CD cord-325034-oefmb10g 237 18 pandemic pandemic JJ cord-325034-oefmb10g 237 19 Strong strong JJ cord-325034-oefmb10g 237 20 correlations correlation NNS cord-325034-oefmb10g 237 21 between between IN cord-325034-oefmb10g 237 22 power power NN cord-325034-oefmb10g 237 23 - - HYPH cord-325034-oefmb10g 237 24 law law NN cord-325034-oefmb10g 237 25 growth growth NN cord-325034-oefmb10g 237 26 of of IN cord-325034-oefmb10g 237 27 covid-19 covid-19 CD cord-325034-oefmb10g 237 28 in in IN cord-325034-oefmb10g 237 29 four four CD cord-325034-oefmb10g 237 30 continents continent NNS cord-325034-oefmb10g 237 31 and and CC cord-325034-oefmb10g 237 32 the the DT cord-325034-oefmb10g 237 33 inefficiency inefficiency NN cord-325034-oefmb10g 237 34 of of IN cord-325034-oefmb10g 237 35 soft soft JJ cord-325034-oefmb10g 237 36 quarantine quarantine NN cord-325034-oefmb10g 237 37 strategies strategy NNS cord-325034-oefmb10g 237 38 Hierarchical Hierarchical NNP cord-325034-oefmb10g 237 39 structure structure NN cord-325034-oefmb10g 237 40 in in IN cord-325034-oefmb10g 237 41 financial financial JJ cord-325034-oefmb10g 237 42 markets market NNS cord-325034-oefmb10g 238 1 If if IN cord-325034-oefmb10g 238 2 the the DT cord-325034-oefmb10g 238 3 world world NN cord-325034-oefmb10g 238 4 fails fail VBZ cord-325034-oefmb10g 238 5 to to TO cord-325034-oefmb10g 238 6 protect protect VB cord-325034-oefmb10g 238 7 the the DT cord-325034-oefmb10g 238 8 economy economy NN cord-325034-oefmb10g 238 9 , , , cord-325034-oefmb10g 238 10 covid-19 covid-19 NNP cord-325034-oefmb10g 238 11 will will MD cord-325034-oefmb10g 238 12 damage damage VB cord-325034-oefmb10g 238 13 health health NN cord-325034-oefmb10g 238 14 not not RB cord-325034-oefmb10g 238 15 just just RB cord-325034-oefmb10g 238 16 now now RB cord-325034-oefmb10g 238 17 but but CC cord-325034-oefmb10g 238 18 also also RB cord-325034-oefmb10g 238 19 in in IN cord-325034-oefmb10g 238 20 the the DT cord-325034-oefmb10g 238 21 future future JJ cord-325034-oefmb10g 238 22 Estimation estimation NN cord-325034-oefmb10g 238 23 of of IN cord-325034-oefmb10g 238 24 covid-19 covid-19 NNP cord-325034-oefmb10g 238 25 dynamics dynamic NNS cord-325034-oefmb10g 238 26 in in IN cord-325034-oefmb10g 238 27 the the DT cord-325034-oefmb10g 238 28 different different JJ cord-325034-oefmb10g 238 29 states state NNS cord-325034-oefmb10g 238 30 of of IN cord-325034-oefmb10g 238 31 the the DT cord-325034-oefmb10g 238 32 united united NNP cord-325034-oefmb10g 238 33 states states NNP cord-325034-oefmb10g 238 34 using use VBG cord-325034-oefmb10g 238 35 time time NN cord-325034-oefmb10g 238 36 - - HYPH cord-325034-oefmb10g 238 37 series series NN cord-325034-oefmb10g 238 38 clustering cluster VBG cord-325034-oefmb10g 238 39 Coronavirus Coronavirus NNP cord-325034-oefmb10g 238 40 pandemic pandemic NN cord-325034-oefmb10g 238 41 ( ( -LRB- cord-325034-oefmb10g 238 42 COVID-19 covid-19 VB cord-325034-oefmb10g 238 43 ) ) -RRB- cord-325034-oefmb10g 239 1 An an DT cord-325034-oefmb10g 239 2 introduction introduction NN cord-325034-oefmb10g 239 3 to to IN cord-325034-oefmb10g 239 4 econophysics econophysic NNS cord-325034-oefmb10g 239 5 Modelling Modelling NNP cord-325034-oefmb10g 239 6 fatality fatality NN cord-325034-oefmb10g 239 7 curves curve NNS cord-325034-oefmb10g 239 8 of of IN cord-325034-oefmb10g 239 9 covid-19 covid-19 NNP cord-325034-oefmb10g 239 10 and and CC cord-325034-oefmb10g 239 11 the the DT cord-325034-oefmb10g 239 12 effectiveness effectiveness NN cord-325034-oefmb10g 239 13 of of IN cord-325034-oefmb10g 239 14 intervention intervention NN cord-325034-oefmb10g 239 15 strategies strategy NNS cord-325034-oefmb10g 240 1 Clustering clustering NN cord-325034-oefmb10g 240 2 analysis analysis NN cord-325034-oefmb10g 240 3 of of IN cord-325034-oefmb10g 240 4 countries country NNS cord-325034-oefmb10g 240 5 using use VBG cord-325034-oefmb10g 240 6 the the DT cord-325034-oefmb10g 240 7 covid-19 covid-19 NN cord-325034-oefmb10g 240 8 cases case NNS cord-325034-oefmb10g 240 9 dataset dataset NN