id sid tid token lemma pos cord-117778-8c4g4hqx 1 1 key key JJ cord-117778-8c4g4hqx 1 2 : : : cord-117778-8c4g4hqx 1 3 cord-117778 cord-117778 XX cord-117778-8c4g4hqx 1 4 - - HYPH cord-117778-8c4g4hqx 1 5 8c4g4hqx 8c4g4hqx CD cord-117778-8c4g4hqx 1 6 authors author NNS cord-117778-8c4g4hqx 1 7 : : : cord-117778-8c4g4hqx 1 8 Das Das NNP cord-117778-8c4g4hqx 1 9 , , , cord-117778-8c4g4hqx 1 10 Sourish Sourish NNP cord-117778-8c4g4hqx 1 11 title title NN cord-117778-8c4g4hqx 1 12 : : : cord-117778-8c4g4hqx 1 13 Prediction Prediction NNP cord-117778-8c4g4hqx 1 14 of of IN cord-117778-8c4g4hqx 1 15 COVID-19 COVID-19 NNP cord-117778-8c4g4hqx 1 16 Disease Disease NNP cord-117778-8c4g4hqx 1 17 Progression Progression NNP cord-117778-8c4g4hqx 1 18 in in IN cord-117778-8c4g4hqx 1 19 India India NNP cord-117778-8c4g4hqx 1 20 : : : cord-117778-8c4g4hqx 2 1 Under under IN cord-117778-8c4g4hqx 2 2 the the DT cord-117778-8c4g4hqx 2 3 Effect Effect NNP cord-117778-8c4g4hqx 2 4 of of IN cord-117778-8c4g4hqx 2 5 National National NNP cord-117778-8c4g4hqx 2 6 Lockdown Lockdown NNP cord-117778-8c4g4hqx 2 7 date date NN cord-117778-8c4g4hqx 2 8 : : : cord-117778-8c4g4hqx 2 9 2020 2020 CD cord-117778-8c4g4hqx 2 10 - - HYPH cord-117778-8c4g4hqx 2 11 04 04 CD cord-117778-8c4g4hqx 2 12 - - HYPH cord-117778-8c4g4hqx 2 13 07 07 CD cord-117778-8c4g4hqx 2 14 journal journal NN cord-117778-8c4g4hqx 2 15 : : : cord-117778-8c4g4hqx 3 1 nan nan NNP cord-117778-8c4g4hqx 3 2 DOI DOI NNP cord-117778-8c4g4hqx 3 3 : : : cord-117778-8c4g4hqx 3 4 nan nan NNP cord-117778-8c4g4hqx 3 5 sha sha NNP cord-117778-8c4g4hqx 3 6 : : : cord-117778-8c4g4hqx 3 7 309f789af580cd8118949f25277c0da525fb47c1 309f789af580cd8118949f25277c0da525fb47c1 CD cord-117778-8c4g4hqx 3 8 doc_id doc_id CD cord-117778-8c4g4hqx 3 9 : : : cord-117778-8c4g4hqx 3 10 117778 117778 CD cord-117778-8c4g4hqx 3 11 cord_uid cord_uid NNS cord-117778-8c4g4hqx 3 12 : : : cord-117778-8c4g4hqx 3 13 8c4g4hqx 8c4g4hqx CD cord-117778-8c4g4hqx 4 1 In in IN cord-117778-8c4g4hqx 4 2 this this DT cord-117778-8c4g4hqx 4 3 policy policy NN cord-117778-8c4g4hqx 4 4 paper paper NN cord-117778-8c4g4hqx 4 5 , , , cord-117778-8c4g4hqx 4 6 we -PRON- PRP cord-117778-8c4g4hqx 4 7 implement implement VBP cord-117778-8c4g4hqx 4 8 the the DT cord-117778-8c4g4hqx 4 9 epidemiological epidemiological JJ cord-117778-8c4g4hqx 4 10 SIR SIR NNP cord-117778-8c4g4hqx 4 11 to to TO cord-117778-8c4g4hqx 4 12 estimate estimate VB cord-117778-8c4g4hqx 4 13 the the DT cord-117778-8c4g4hqx 4 14 basic basic JJ cord-117778-8c4g4hqx 4 15 reproduction reproduction NN cord-117778-8c4g4hqx 4 16 number number NN cord-117778-8c4g4hqx 4 17 $ $ $ cord-117778-8c4g4hqx 4 18 mathcal{R}_0 mathcal{r}_0 CD cord-117778-8c4g4hqx 4 19 $ $ $ cord-117778-8c4g4hqx 4 20 at at IN cord-117778-8c4g4hqx 4 21 national national JJ cord-117778-8c4g4hqx 4 22 and and CC cord-117778-8c4g4hqx 4 23 state state NN cord-117778-8c4g4hqx 4 24 level level NN cord-117778-8c4g4hqx 4 25 . . . cord-117778-8c4g4hqx 5 1 We -PRON- PRP cord-117778-8c4g4hqx 5 2 also also RB cord-117778-8c4g4hqx 5 3 developed develop VBD cord-117778-8c4g4hqx 5 4 the the DT cord-117778-8c4g4hqx 5 5 statistical statistical JJ cord-117778-8c4g4hqx 5 6 machine machine NN cord-117778-8c4g4hqx 5 7 learning learning NN cord-117778-8c4g4hqx 5 8 model model NN cord-117778-8c4g4hqx 5 9 to to TO cord-117778-8c4g4hqx 5 10 predict predict VB cord-117778-8c4g4hqx 5 11 the the DT cord-117778-8c4g4hqx 5 12 cases case NNS cord-117778-8c4g4hqx 5 13 ahead ahead RB cord-117778-8c4g4hqx 5 14 of of IN cord-117778-8c4g4hqx 5 15 time time NN cord-117778-8c4g4hqx 5 16 . . . cord-117778-8c4g4hqx 6 1 Our -PRON- PRP$ cord-117778-8c4g4hqx 6 2 analysis analysis NN cord-117778-8c4g4hqx 6 3 indicates indicate VBZ cord-117778-8c4g4hqx 6 4 that that IN cord-117778-8c4g4hqx 6 5 the the DT cord-117778-8c4g4hqx 6 6 situation situation NN cord-117778-8c4g4hqx 6 7 of of IN cord-117778-8c4g4hqx 6 8 Punjab Punjab NNP cord-117778-8c4g4hqx 6 9 ( ( -LRB- cord-117778-8c4g4hqx 6 10 $ $ $ cord-117778-8c4g4hqx 6 11 mathcal{R}_0approx mathcal{R}_0approx NNP cord-117778-8c4g4hqx 6 12 16 16 CD cord-117778-8c4g4hqx 6 13 $ $ $ cord-117778-8c4g4hqx 6 14 ) ) -RRB- cord-117778-8c4g4hqx 6 15 is be VBZ cord-117778-8c4g4hqx 6 16 not not RB cord-117778-8c4g4hqx 6 17 good good JJ cord-117778-8c4g4hqx 6 18 . . . cord-117778-8c4g4hqx 7 1 It -PRON- PRP cord-117778-8c4g4hqx 7 2 requires require VBZ cord-117778-8c4g4hqx 7 3 immediate immediate JJ cord-117778-8c4g4hqx 7 4 aggressive aggressive JJ cord-117778-8c4g4hqx 7 5 attention attention NN cord-117778-8c4g4hqx 7 6 . . . cord-117778-8c4g4hqx 8 1 We -PRON- PRP cord-117778-8c4g4hqx 8 2 see see VBP cord-117778-8c4g4hqx 8 3 the the DT cord-117778-8c4g4hqx 8 4 $ $ $ cord-117778-8c4g4hqx 8 5 mathcal{R}_0 mathcal{r}_0 NN cord-117778-8c4g4hqx 8 6 $ $ $ cord-117778-8c4g4hqx 8 7 for for IN cord-117778-8c4g4hqx 8 8 Madhya Madhya NNP cord-117778-8c4g4hqx 8 9 Pradesh Pradesh NNP cord-117778-8c4g4hqx 8 10 ( ( -LRB- cord-117778-8c4g4hqx 8 11 3.37 3.37 CD cord-117778-8c4g4hqx 8 12 ) ) -RRB- cord-117778-8c4g4hqx 8 13 , , , cord-117778-8c4g4hqx 8 14 Maharastra Maharastra NNP cord-117778-8c4g4hqx 8 15 ( ( -LRB- cord-117778-8c4g4hqx 8 16 3.25 3.25 CD cord-117778-8c4g4hqx 8 17 ) ) -RRB- cord-117778-8c4g4hqx 8 18 and and CC cord-117778-8c4g4hqx 8 19 Tamil Tamil NNP cord-117778-8c4g4hqx 8 20 Nadu Nadu NNP cord-117778-8c4g4hqx 8 21 ( ( -LRB- cord-117778-8c4g4hqx 8 22 3.09 3.09 CD cord-117778-8c4g4hqx 8 23 ) ) -RRB- cord-117778-8c4g4hqx 8 24 are be VBP cord-117778-8c4g4hqx 8 25 more more JJR cord-117778-8c4g4hqx 8 26 than than IN cord-117778-8c4g4hqx 8 27 3 3 CD cord-117778-8c4g4hqx 8 28 . . . cord-117778-8c4g4hqx 9 1 The the DT cord-117778-8c4g4hqx 9 2 $ $ $ cord-117778-8c4g4hqx 9 3 mathcal{R}_0 mathcal{r}_0 NN cord-117778-8c4g4hqx 9 4 $ $ $ cord-117778-8c4g4hqx 9 5 of of IN cord-117778-8c4g4hqx 9 6 Andhra Andhra NNP cord-117778-8c4g4hqx 9 7 Pradesh Pradesh NNP cord-117778-8c4g4hqx 9 8 ( ( -LRB- cord-117778-8c4g4hqx 9 9 2.96 2.96 CD cord-117778-8c4g4hqx 9 10 ) ) -RRB- cord-117778-8c4g4hqx 9 11 , , , cord-117778-8c4g4hqx 9 12 Delhi Delhi NNP cord-117778-8c4g4hqx 9 13 ( ( -LRB- cord-117778-8c4g4hqx 9 14 2.82 2.82 CD cord-117778-8c4g4hqx 9 15 ) ) -RRB- cord-117778-8c4g4hqx 9 16 and and CC cord-117778-8c4g4hqx 9 17 West West NNP cord-117778-8c4g4hqx 9 18 Bengal Bengal NNP cord-117778-8c4g4hqx 9 19 ( ( -LRB- cord-117778-8c4g4hqx 9 20 2.77 2.77 CD cord-117778-8c4g4hqx 9 21 ) ) -RRB- cord-117778-8c4g4hqx 9 22 is be VBZ cord-117778-8c4g4hqx 9 23 more more JJR cord-117778-8c4g4hqx 9 24 than than IN cord-117778-8c4g4hqx 9 25 the the DT cord-117778-8c4g4hqx 9 26 India India NNP cord-117778-8c4g4hqx 9 27 's 's POS cord-117778-8c4g4hqx 9 28 $ $ $ cord-117778-8c4g4hqx 9 29 mathcal{R}_0=2.75 mathcal{r}_0=2.75 CD cord-117778-8c4g4hqx 9 30 $ $ $ cord-117778-8c4g4hqx 9 31 , , , cord-117778-8c4g4hqx 9 32 as as IN cord-117778-8c4g4hqx 9 33 of of IN cord-117778-8c4g4hqx 9 34 04 04 CD cord-117778-8c4g4hqx 9 35 March March NNP cord-117778-8c4g4hqx 9 36 , , , cord-117778-8c4g4hqx 9 37 2020 2020 CD cord-117778-8c4g4hqx 9 38 . . . cord-117778-8c4g4hqx 10 1 India India NNP cord-117778-8c4g4hqx 10 2 's 's POS cord-117778-8c4g4hqx 10 3 $ $ $ cord-117778-8c4g4hqx 10 4 mathcal{R}_0=2.75 mathcal{r}_0=2.75 CD cord-117778-8c4g4hqx 10 5 $ $ $ cord-117778-8c4g4hqx 10 6 ( ( -LRB- cord-117778-8c4g4hqx 10 7 as as IN cord-117778-8c4g4hqx 10 8 of of IN cord-117778-8c4g4hqx 10 9 04 04 CD cord-117778-8c4g4hqx 10 10 March March NNP cord-117778-8c4g4hqx 10 11 , , , cord-117778-8c4g4hqx 10 12 2020 2020 CD cord-117778-8c4g4hqx 10 13 ) ) -RRB- cord-117778-8c4g4hqx 10 14 is be VBZ cord-117778-8c4g4hqx 10 15 very very RB cord-117778-8c4g4hqx 10 16 much much RB cord-117778-8c4g4hqx 10 17 comparable comparable JJ cord-117778-8c4g4hqx 10 18 to to IN cord-117778-8c4g4hqx 10 19 Hubei Hubei NNP cord-117778-8c4g4hqx 10 20 / / SYM cord-117778-8c4g4hqx 10 21 China China NNP cord-117778-8c4g4hqx 10 22 at at IN cord-117778-8c4g4hqx 10 23 the the DT cord-117778-8c4g4hqx 10 24 early early JJ cord-117778-8c4g4hqx 10 25 disease disease NN cord-117778-8c4g4hqx 10 26 progression progression NN cord-117778-8c4g4hqx 10 27 stage stage NN cord-117778-8c4g4hqx 10 28 . . . cord-117778-8c4g4hqx 11 1 Our -PRON- PRP$ cord-117778-8c4g4hqx 11 2 analysis analysis NN cord-117778-8c4g4hqx 11 3 indicates indicate VBZ cord-117778-8c4g4hqx 11 4 that that IN cord-117778-8c4g4hqx 11 5 the the DT cord-117778-8c4g4hqx 11 6 early early JJ cord-117778-8c4g4hqx 11 7 disease disease NN cord-117778-8c4g4hqx 11 8 progression progression NN cord-117778-8c4g4hqx 11 9 of of IN cord-117778-8c4g4hqx 11 10 India India NNP cord-117778-8c4g4hqx 11 11 is be VBZ cord-117778-8c4g4hqx 11 12 that that DT cord-117778-8c4g4hqx 11 13 of of IN cord-117778-8c4g4hqx 11 14 similar similar JJ cord-117778-8c4g4hqx 11 15 to to IN cord-117778-8c4g4hqx 11 16 China China NNP cord-117778-8c4g4hqx 11 17 . . . cord-117778-8c4g4hqx 12 1 Therefore therefore RB cord-117778-8c4g4hqx 12 2 , , , cord-117778-8c4g4hqx 12 3 with with IN cord-117778-8c4g4hqx 12 4 lockdown lockdown NN cord-117778-8c4g4hqx 12 5 in in IN cord-117778-8c4g4hqx 12 6 place place NN cord-117778-8c4g4hqx 12 7 , , , cord-117778-8c4g4hqx 12 8 India India NNP cord-117778-8c4g4hqx 12 9 should should MD cord-117778-8c4g4hqx 12 10 expect expect VB cord-117778-8c4g4hqx 12 11 as as RB cord-117778-8c4g4hqx 12 12 many many JJ cord-117778-8c4g4hqx 12 13 as as IN cord-117778-8c4g4hqx 12 14 cases case NNS cord-117778-8c4g4hqx 12 15 if if IN cord-117778-8c4g4hqx 12 16 not not RB cord-117778-8c4g4hqx 12 17 more more JJR cord-117778-8c4g4hqx 12 18 like like IN cord-117778-8c4g4hqx 12 19 China China NNP cord-117778-8c4g4hqx 12 20 . . . cord-117778-8c4g4hqx 13 1 If if IN cord-117778-8c4g4hqx 13 2 lockdown lockdown NN cord-117778-8c4g4hqx 13 3 works work NNS cord-117778-8c4g4hqx 13 4 , , , cord-117778-8c4g4hqx 13 5 we -PRON- PRP cord-117778-8c4g4hqx 13 6 should should MD cord-117778-8c4g4hqx 13 7 expect expect VB cord-117778-8c4g4hqx 13 8 less less JJR cord-117778-8c4g4hqx 13 9 than than IN cord-117778-8c4g4hqx 13 10 66,224 66,224 CD cord-117778-8c4g4hqx 13 11 cases case NNS cord-117778-8c4g4hqx 13 12 by by IN cord-117778-8c4g4hqx 13 13 May May NNP cord-117778-8c4g4hqx 13 14 01,2020 01,2020 CD cord-117778-8c4g4hqx 13 15 . . . cord-117778-8c4g4hqx 14 1 All all DT cord-117778-8c4g4hqx 14 2 data datum NNS cord-117778-8c4g4hqx 14 3 and and CC cord-117778-8c4g4hqx 14 4 texttt{R texttt{R NNS cord-117778-8c4g4hqx 14 5 } } -RRB- cord-117778-8c4g4hqx 14 6 code code NN cord-117778-8c4g4hqx 14 7 for for IN cord-117778-8c4g4hqx 14 8 this this DT cord-117778-8c4g4hqx 14 9 paper paper NN cord-117778-8c4g4hqx 14 10 is be VBZ cord-117778-8c4g4hqx 14 11 available available JJ cord-117778-8c4g4hqx 14 12 from from IN cord-117778-8c4g4hqx 14 13 url{https://github.com url{https://github.com NNP cord-117778-8c4g4hqx 14 14 / / SYM cord-117778-8c4g4hqx 14 15 sourish sourish JJ cord-117778-8c4g4hqx 14 16 - - HYPH cord-117778-8c4g4hqx 14 17 cmi cmi NNP cord-117778-8c4g4hqx 14 18 / / , cord-117778-8c4g4hqx 14 19 Covid19 Covid19 NNP cord-117778-8c4g4hqx 14 20 } } -RRB- cord-117778-8c4g4hqx 15 1 The the DT cord-117778-8c4g4hqx 15 2 World World NNP cord-117778-8c4g4hqx 15 3 Health Health NNP cord-117778-8c4g4hqx 15 4 Organization Organization NNP cord-117778-8c4g4hqx 15 5 ( ( -LRB- cord-117778-8c4g4hqx 15 6 WHO who WP cord-117778-8c4g4hqx 15 7 ) ) -RRB- cord-117778-8c4g4hqx 15 8 declared declare VBD cord-117778-8c4g4hqx 15 9 the the DT cord-117778-8c4g4hqx 15 10 outbreak outbreak NN cord-117778-8c4g4hqx 15 11 of of IN cord-117778-8c4g4hqx 15 12 the the DT cord-117778-8c4g4hqx 15 13 novel novel JJ cord-117778-8c4g4hqx 15 14 coronavirus coronavirus NN cord-117778-8c4g4hqx 15 15 , , , cord-117778-8c4g4hqx 15 16 COVID-19 COVID-19 NNP cord-117778-8c4g4hqx 15 17 , , , cord-117778-8c4g4hqx 15 18 as as IN cord-117778-8c4g4hqx 15 19 a a DT cord-117778-8c4g4hqx 15 20 pandemic pandemic NN cord-117778-8c4g4hqx 15 21 . . . cord-117778-8c4g4hqx 16 1 It -PRON- PRP cord-117778-8c4g4hqx 16 2 will will MD cord-117778-8c4g4hqx 16 3 take take VB cord-117778-8c4g4hqx 16 4 twelve twelve CD cord-117778-8c4g4hqx 16 5 to to TO cord-117778-8c4g4hqx 16 6 eighteen eighteen CD cord-117778-8c4g4hqx 16 7 months month NNS cord-117778-8c4g4hqx 16 8 to to TO cord-117778-8c4g4hqx 16 9 develop develop VB cord-117778-8c4g4hqx 16 10 the the DT cord-117778-8c4g4hqx 16 11 vaccine vaccine NN cord-117778-8c4g4hqx 16 12 for for IN cord-117778-8c4g4hqx 16 13 the the DT cord-117778-8c4g4hqx 16 14 COVID-19 COVID-19 NNP cord-117778-8c4g4hqx 16 15 , , , cord-117778-8c4g4hqx 16 16 [ [ -LRB- cord-117778-8c4g4hqx 16 17 5 5 CD cord-117778-8c4g4hqx 16 18 ] ] -RRB- cord-117778-8c4g4hqx 16 19 . . . cord-117778-8c4g4hqx 17 1 The the DT cord-117778-8c4g4hqx 17 2 absence absence NN cord-117778-8c4g4hqx 17 3 of of IN cord-117778-8c4g4hqx 17 4 a a DT cord-117778-8c4g4hqx 17 5 vaccine vaccine NN cord-117778-8c4g4hqx 17 6 makes make VBZ cord-117778-8c4g4hqx 17 7 the the DT cord-117778-8c4g4hqx 17 8 situation situation NN cord-117778-8c4g4hqx 17 9 worse bad JJR cord-117778-8c4g4hqx 17 10 for for IN cord-117778-8c4g4hqx 17 11 the the DT cord-117778-8c4g4hqx 17 12 already already RB cord-117778-8c4g4hqx 17 13 overstretched overstretched JJ cord-117778-8c4g4hqx 17 14 Indian indian JJ cord-117778-8c4g4hqx 17 15 health health NN cord-117778-8c4g4hqx 17 16 care care NN cord-117778-8c4g4hqx 17 17 system system NN cord-117778-8c4g4hqx 17 18 . . . cord-117778-8c4g4hqx 18 1 For for IN cord-117778-8c4g4hqx 18 2 example example NN cord-117778-8c4g4hqx 18 3 , , , cord-117778-8c4g4hqx 18 4 the the DT cord-117778-8c4g4hqx 18 5 number number NN cord-117778-8c4g4hqx 18 6 of of IN cord-117778-8c4g4hqx 18 7 hospital hospital NN cord-117778-8c4g4hqx 18 8 beds bed NNS cord-117778-8c4g4hqx 18 9 , , , cord-117778-8c4g4hqx 18 10 per per IN cord-117778-8c4g4hqx 18 11 1000 1000 CD cord-117778-8c4g4hqx 18 12 population population NN cord-117778-8c4g4hqx 18 13 , , , cord-117778-8c4g4hqx 18 14 is be VBZ cord-117778-8c4g4hqx 18 15 less less JJR cord-117778-8c4g4hqx 18 16 than than IN cord-117778-8c4g4hqx 18 17 one one CD cord-117778-8c4g4hqx 18 18 , , , cord-117778-8c4g4hqx 18 19 [ [ -LRB- cord-117778-8c4g4hqx 18 20 13 13 CD cord-117778-8c4g4hqx 18 21 ] ] -RRB- cord-117778-8c4g4hqx 19 1 -it -it : cord-117778-8c4g4hqx 19 2 is be VBZ cord-117778-8c4g4hqx 19 3 just just RB cord-117778-8c4g4hqx 19 4 one one CD cord-117778-8c4g4hqx 19 5 indicator indicator NN cord-117778-8c4g4hqx 19 6 to to TO cord-117778-8c4g4hqx 19 7 cite cite VB cord-117778-8c4g4hqx 19 8 the the DT cord-117778-8c4g4hqx 19 9 miserable miserable JJ cord-117778-8c4g4hqx 19 10 situation situation NN cord-117778-8c4g4hqx 19 11 of of IN cord-117778-8c4g4hqx 19 12 India India NNP cord-117778-8c4g4hqx 19 13 's 's POS cord-117778-8c4g4hqx 19 14 health health NN cord-117778-8c4g4hqx 19 15 care care NN cord-117778-8c4g4hqx 19 16 system system NN cord-117778-8c4g4hqx 19 17 . . . cord-117778-8c4g4hqx 20 1 In in IN cord-117778-8c4g4hqx 20 2 the the DT cord-117778-8c4g4hqx 20 3 absence absence NN cord-117778-8c4g4hqx 20 4 of of IN cord-117778-8c4g4hqx 20 5 a a DT cord-117778-8c4g4hqx 20 6 vaccine vaccine NN cord-117778-8c4g4hqx 20 7 , , , cord-117778-8c4g4hqx 20 8 the the DT cord-117778-8c4g4hqx 20 9 ' ' `` cord-117778-8c4g4hqx 20 10 social social JJ cord-117778-8c4g4hqx 20 11 distancing distancing NN cord-117778-8c4g4hqx 20 12 ' ' '' cord-117778-8c4g4hqx 20 13 is be VBZ cord-117778-8c4g4hqx 20 14 the the DT cord-117778-8c4g4hqx 20 15 optimal optimal JJ cord-117778-8c4g4hqx 20 16 strategy strategy NN cord-117778-8c4g4hqx 20 17 to to TO cord-117778-8c4g4hqx 20 18 control control VB cord-117778-8c4g4hqx 20 19 the the DT cord-117778-8c4g4hqx 20 20 spread spread NN cord-117778-8c4g4hqx 20 21 of of IN cord-117778-8c4g4hqx 20 22 novel novel JJ cord-117778-8c4g4hqx 20 23 coronavirus coronavirus NN cord-117778-8c4g4hqx 20 24 , , , cord-117778-8c4g4hqx 20 25 [ [ -LRB- cord-117778-8c4g4hqx 20 26 5 5 CD cord-117778-8c4g4hqx 20 27 ] ] -RRB- cord-117778-8c4g4hqx 20 28 . . . cord-117778-8c4g4hqx 21 1 Other other JJ cord-117778-8c4g4hqx 21 2 than than IN cord-117778-8c4g4hqx 21 3 social social JJ cord-117778-8c4g4hqx 21 4 distancing distancing NN cord-117778-8c4g4hqx 21 5 , , , cord-117778-8c4g4hqx 21 6 broad broad JJ cord-117778-8c4g4hqx 21 7 base base NN cord-117778-8c4g4hqx 21 8 rapid rapid JJ cord-117778-8c4g4hqx 21 9 test test NN cord-117778-8c4g4hqx 21 10 and and CC cord-117778-8c4g4hqx 21 11 cluster cluster NN cord-117778-8c4g4hqx 21 12 tests test NNS cord-117778-8c4g4hqx 21 13 are be VBP cord-117778-8c4g4hqx 21 14 essential essential JJ cord-117778-8c4g4hqx 21 15 to to TO cord-117778-8c4g4hqx 21 16 identify identify VB cord-117778-8c4g4hqx 21 17 those those DT cord-117778-8c4g4hqx 21 18 who who WP cord-117778-8c4g4hqx 21 19 are be VBP cord-117778-8c4g4hqx 21 20 infected infect VBN cord-117778-8c4g4hqx 21 21 and and CC cord-117778-8c4g4hqx 21 22 isolate isolate VB cord-117778-8c4g4hqx 21 23 them -PRON- PRP cord-117778-8c4g4hqx 21 24 . . . cord-117778-8c4g4hqx 22 1 However however RB cord-117778-8c4g4hqx 22 2 , , , cord-117778-8c4g4hqx 22 3 India India NNP cord-117778-8c4g4hqx 22 4 did do VBD cord-117778-8c4g4hqx 22 5 not not RB cord-117778-8c4g4hqx 22 6 have have VB cord-117778-8c4g4hqx 22 7 enough enough JJ cord-117778-8c4g4hqx 22 8 testing testing NN cord-117778-8c4g4hqx 22 9 capacity capacity NN cord-117778-8c4g4hqx 22 10 as as IN cord-117778-8c4g4hqx 22 11 it -PRON- PRP cord-117778-8c4g4hqx 22 12 is be VBZ cord-117778-8c4g4hqx 22 13 reported report VBN cord-117778-8c4g4hqx 22 14 widely widely RB cord-117778-8c4g4hqx 22 15 in in IN cord-117778-8c4g4hqx 22 16 media medium NNS cord-117778-8c4g4hqx 22 17 , , , cord-117778-8c4g4hqx 22 18 [ [ -LRB- cord-117778-8c4g4hqx 22 19 2 2 CD cord-117778-8c4g4hqx 22 20 ] ] -RRB- cord-117778-8c4g4hqx 22 21 . . . cord-117778-8c4g4hqx 23 1 Though though IN cord-117778-8c4g4hqx 23 2 , , , cord-117778-8c4g4hqx 23 3 Indian indian JJ cord-117778-8c4g4hqx 23 4 scientists scientist NNS cord-117778-8c4g4hqx 23 5 recently recently RB cord-117778-8c4g4hqx 23 6 developed develop VBD cord-117778-8c4g4hqx 23 7 the the DT cord-117778-8c4g4hqx 23 8 affordable affordable JJ cord-117778-8c4g4hqx 23 9 testing testing NN cord-117778-8c4g4hqx 23 10 kit kit NN cord-117778-8c4g4hqx 23 11 for for IN cord-117778-8c4g4hqx 23 12 COVID-19 COVID-19 NNP cord-117778-8c4g4hqx 23 13 , , , cord-117778-8c4g4hqx 23 14 [ [ -LRB- cord-117778-8c4g4hqx 23 15 8 8 CD cord-117778-8c4g4hqx 23 16 ] ] -RRB- cord-117778-8c4g4hqx 23 17 ; ; : cord-117778-8c4g4hqx 23 18 India India NNP cord-117778-8c4g4hqx 23 19 needed need VBD cord-117778-8c4g4hqx 23 20 a a DT cord-117778-8c4g4hqx 23 21 complete complete JJ cord-117778-8c4g4hqx 23 22 overhaul overhaul NN cord-117778-8c4g4hqx 23 23 of of IN cord-117778-8c4g4hqx 23 24 its -PRON- PRP$ cord-117778-8c4g4hqx 23 25 health health NN cord-117778-8c4g4hqx 23 26 care care NN cord-117778-8c4g4hqx 23 27 system system NN cord-117778-8c4g4hqx 23 28 in in IN cord-117778-8c4g4hqx 23 29 a a DT cord-117778-8c4g4hqx 23 30 war war NN cord-117778-8c4g4hqx 23 31 footing footing NN cord-117778-8c4g4hqx 23 32 . . . cord-117778-8c4g4hqx 24 1 In in IN cord-117778-8c4g4hqx 24 2 such such PDT cord-117778-8c4g4hqx 24 3 a a DT cord-117778-8c4g4hqx 24 4 situation situation NN cord-117778-8c4g4hqx 24 5 , , , cord-117778-8c4g4hqx 24 6 India India NNP cord-117778-8c4g4hqx 24 7 's 's POS cord-117778-8c4g4hqx 24 8 Prime Prime NNP cord-117778-8c4g4hqx 24 9 Minister Minister NNP cord-117778-8c4g4hqx 24 10 Narendra Narendra NNP cord-117778-8c4g4hqx 24 11 Modi Modi NNP cord-117778-8c4g4hqx 24 12 announced announce VBD cord-117778-8c4g4hqx 24 13 an an DT cord-117778-8c4g4hqx 24 14 unprecedented unprecedented JJ cord-117778-8c4g4hqx 24 15 three three CD cord-117778-8c4g4hqx 24 16 - - HYPH cord-117778-8c4g4hqx 24 17 weeks week NNS cord-117778-8c4g4hqx 24 18 nationwide nationwide JJ cord-117778-8c4g4hqx 24 19 lockdown lockdown NN cord-117778-8c4g4hqx 24 20 on on IN cord-117778-8c4g4hqx 24 21 the the DT cord-117778-8c4g4hqx 24 22 24th 24th JJ cord-117778-8c4g4hqx 24 23 March March NNP cord-117778-8c4g4hqx 24 24 2020 2020 CD cord-117778-8c4g4hqx 24 25 . . . cord-117778-8c4g4hqx 25 1 The the DT cord-117778-8c4g4hqx 25 2 purpose purpose NN cord-117778-8c4g4hqx 25 3 of of IN cord-117778-8c4g4hqx 25 4 the the DT cord-117778-8c4g4hqx 25 5 lockdown lockdown NN cord-117778-8c4g4hqx 25 6 is be VBZ cord-117778-8c4g4hqx 25 7 to to TO cord-117778-8c4g4hqx 25 8 slow slow VB cord-117778-8c4g4hqx 25 9 down down RP cord-117778-8c4g4hqx 25 10 the the DT cord-117778-8c4g4hqx 25 11 spread spread NN cord-117778-8c4g4hqx 25 12 of of IN cord-117778-8c4g4hqx 25 13 the the DT cord-117778-8c4g4hqx 25 14 novel novel JJ cord-117778-8c4g4hqx 25 15 coronavirus coronavirus NN cord-117778-8c4g4hqx 25 16 ; ; : cord-117778-8c4g4hqx 25 17 so so IN cord-117778-8c4g4hqx 25 18 that that IN cord-117778-8c4g4hqx 25 19 the the DT cord-117778-8c4g4hqx 25 20 Govt Govt NNP cord-117778-8c4g4hqx 25 21 can can MD cord-117778-8c4g4hqx 25 22 take take VB cord-117778-8c4g4hqx 25 23 a a DT cord-117778-8c4g4hqx 25 24 multi multi JJ cord-117778-8c4g4hqx 25 25 - - JJ cord-117778-8c4g4hqx 25 26 prong prong JJ cord-117778-8c4g4hqx 25 27 strategy strategy NN cord-117778-8c4g4hqx 25 28 to to TO cord-117778-8c4g4hqx 25 29 add add VB cord-117778-8c4g4hqx 25 30 more more JJR cord-117778-8c4g4hqx 25 31 beds bed NNS cord-117778-8c4g4hqx 25 32 in in IN cord-117778-8c4g4hqx 25 33 its -PRON- PRP$ cord-117778-8c4g4hqx 25 34 network network NN cord-117778-8c4g4hqx 25 35 of of IN cord-117778-8c4g4hqx 25 36 hospitals hospital NNS cord-117778-8c4g4hqx 25 37 , , , cord-117778-8c4g4hqx 25 38 scale scale VB cord-117778-8c4g4hqx 25 39 up up RP cord-117778-8c4g4hqx 25 40 the the DT cord-117778-8c4g4hqx 25 41 production production NN cord-117778-8c4g4hqx 25 42 of of IN cord-117778-8c4g4hqx 25 43 the the DT cord-117778-8c4g4hqx 25 44 testing testing NN cord-117778-8c4g4hqx 25 45 kit kit NN cord-117778-8c4g4hqx 25 46 of of IN cord-117778-8c4g4hqx 25 47 the the DT cord-117778-8c4g4hqx 25 48 COVID-19 covid-19 JJ cord-117778-8c4g4hqx 25 49 and and CC cord-117778-8c4g4hqx 25 50 personal personal JJ cord-117778-8c4g4hqx 25 51 protection protection NN cord-117778-8c4g4hqx 25 52 equipment equipment NN cord-117778-8c4g4hqx 25 53 ( ( -LRB- cord-117778-8c4g4hqx 25 54 PPE PPE NNP cord-117778-8c4g4hqx 25 55 ) ) -RRB- cord-117778-8c4g4hqx 25 56 for for IN cord-117778-8c4g4hqx 25 57 the the DT cord-117778-8c4g4hqx 25 58 health health NN cord-117778-8c4g4hqx 25 59 workers worker NNS cord-117778-8c4g4hqx 25 60 . . . cord-117778-8c4g4hqx 26 1 In in IN cord-117778-8c4g4hqx 26 2 such such PDT cord-117778-8c4g4hqx 26 3 a a DT cord-117778-8c4g4hqx 26 4 grim grim JJ cord-117778-8c4g4hqx 26 5 scenario scenario NN cord-117778-8c4g4hqx 26 6 , , , cord-117778-8c4g4hqx 26 7 the the DT cord-117778-8c4g4hqx 26 8 important important JJ cord-117778-8c4g4hqx 26 9 question question NN cord-117778-8c4g4hqx 26 10 for for IN cord-117778-8c4g4hqx 26 11 Indian indian JJ cord-117778-8c4g4hqx 26 12 health health NN cord-117778-8c4g4hqx 26 13 officials official NNS cord-117778-8c4g4hqx 26 14 is be VBZ cord-117778-8c4g4hqx 26 15 how how WRB cord-117778-8c4g4hqx 26 16 many many JJ cord-117778-8c4g4hqx 26 17 new new JJ cord-117778-8c4g4hqx 26 18 confirmed confirm VBN cord-117778-8c4g4hqx 26 19 cases case NNS cord-117778-8c4g4hqx 26 20 will will MD cord-117778-8c4g4hqx 26 21 be be VB cord-117778-8c4g4hqx 26 22 seen see VBN cord-117778-8c4g4hqx 26 23 and and CC cord-117778-8c4g4hqx 26 24 by by IN cord-117778-8c4g4hqx 26 25 what what WDT cord-117778-8c4g4hqx 26 26 time time NN cord-117778-8c4g4hqx 26 27 ; ; : cord-117778-8c4g4hqx 26 28 with with IN cord-117778-8c4g4hqx 26 29 the the DT cord-117778-8c4g4hqx 26 30 hope hope NN cord-117778-8c4g4hqx 26 31 that that IN cord-117778-8c4g4hqx 26 32 the the DT cord-117778-8c4g4hqx 26 33 national national JJ cord-117778-8c4g4hqx 26 34 lockdown lockdown NN cord-117778-8c4g4hqx 26 35 will will MD cord-117778-8c4g4hqx 26 36 slow slow VB cord-117778-8c4g4hqx 26 37 down down RP cord-117778-8c4g4hqx 26 38 the the DT cord-117778-8c4g4hqx 26 39 spread spread NN cord-117778-8c4g4hqx 26 40 of of IN cord-117778-8c4g4hqx 26 41 the the DT cord-117778-8c4g4hqx 26 42 virus virus NN cord-117778-8c4g4hqx 26 43 ; ; : cord-117778-8c4g4hqx 26 44 which which WDT cord-117778-8c4g4hqx 26 45 will will MD cord-117778-8c4g4hqx 26 46 buy buy VB cord-117778-8c4g4hqx 26 47 them -PRON- PRP cord-117778-8c4g4hqx 26 48 time time NN cord-117778-8c4g4hqx 26 49 to to TO cord-117778-8c4g4hqx 26 50 overhaul overhaul VB cord-117778-8c4g4hqx 26 51 of of IN cord-117778-8c4g4hqx 26 52 the the DT cord-117778-8c4g4hqx 26 53 health health NN cord-117778-8c4g4hqx 26 54 care care NN cord-117778-8c4g4hqx 26 55 system system NN cord-117778-8c4g4hqx 26 56 . . . cord-117778-8c4g4hqx 27 1 However however RB cord-117778-8c4g4hqx 27 2 , , , cord-117778-8c4g4hqx 27 3 is be VBZ cord-117778-8c4g4hqx 27 4 lockdown lockdown NN cord-117778-8c4g4hqx 27 5 going go VBG cord-117778-8c4g4hqx 27 6 to to TO cord-117778-8c4g4hqx 27 7 provide provide VB cord-117778-8c4g4hqx 27 8 the the DT cord-117778-8c4g4hqx 27 9 necessary necessary JJ cord-117778-8c4g4hqx 27 10 slow slow JJ cord-117778-8c4g4hqx 27 11 down down IN cord-117778-8c4g4hqx 27 12 of of IN cord-117778-8c4g4hqx 27 13 the the DT cord-117778-8c4g4hqx 27 14 virus virus NN cord-117778-8c4g4hqx 27 15 spread spread VBN cord-117778-8c4g4hqx 27 16 ? ? . cord-117778-8c4g4hqx 28 1 Even even RB cord-117778-8c4g4hqx 28 2 if if IN cord-117778-8c4g4hqx 28 3 the the DT cord-117778-8c4g4hqx 28 4 lockdown lockdown NN cord-117778-8c4g4hqx 28 5 helps help VBZ cord-117778-8c4g4hqx 28 6 India India NNP cord-117778-8c4g4hqx 28 7 to to TO cord-117778-8c4g4hqx 28 8 control control VB cord-117778-8c4g4hqx 28 9 the the DT cord-117778-8c4g4hqx 28 10 spread spread NN cord-117778-8c4g4hqx 28 11 of of IN cord-117778-8c4g4hqx 28 12 the the DT cord-117778-8c4g4hqx 28 13 virus virus NN cord-117778-8c4g4hqx 28 14 , , , cord-117778-8c4g4hqx 28 15 it -PRON- PRP cord-117778-8c4g4hqx 28 16 is be VBZ cord-117778-8c4g4hqx 28 17 not not RB cord-117778-8c4g4hqx 28 18 economically economically RB cord-117778-8c4g4hqx 28 19 sustainable sustainable JJ cord-117778-8c4g4hqx 28 20 to to TO cord-117778-8c4g4hqx 28 21 continue continue VB cord-117778-8c4g4hqx 28 22 the the DT cord-117778-8c4g4hqx 28 23 lockdown lockdown NN cord-117778-8c4g4hqx 28 24 further far RBR cord-117778-8c4g4hqx 28 25 , , , cord-117778-8c4g4hqx 28 26 as as IN cord-117778-8c4g4hqx 28 27 large large JJ cord-117778-8c4g4hqx 28 28 the the DT cord-117778-8c4g4hqx 28 29 workforce workforce NN cord-117778-8c4g4hqx 28 30 in in IN cord-117778-8c4g4hqx 28 31 India India NNP cord-117778-8c4g4hqx 28 32 employed employ VBN cord-117778-8c4g4hqx 28 33 in in IN cord-117778-8c4g4hqx 28 34 the the DT cord-117778-8c4g4hqx 28 35 informal informal JJ cord-117778-8c4g4hqx 28 36 sector sector NN cord-117778-8c4g4hqx 28 37 as as IN cord-117778-8c4g4hqx 28 38 a a DT cord-117778-8c4g4hqx 28 39 daily daily JJ cord-117778-8c4g4hqx 28 40 wage wage NN cord-117778-8c4g4hqx 28 41 laborer laborer NN cord-117778-8c4g4hqx 28 42 . . . cord-117778-8c4g4hqx 29 1 Therefore therefore RB cord-117778-8c4g4hqx 29 2 , , , cord-117778-8c4g4hqx 29 3 in in IN cord-117778-8c4g4hqx 29 4 this this DT cord-117778-8c4g4hqx 29 5 policy policy NN cord-117778-8c4g4hqx 29 6 paper paper NN cord-117778-8c4g4hqx 29 7 , , , cord-117778-8c4g4hqx 29 8 we -PRON- PRP cord-117778-8c4g4hqx 29 9 try try VBP cord-117778-8c4g4hqx 29 10 to to TO cord-117778-8c4g4hqx 29 11 estimate estimate VB cord-117778-8c4g4hqx 29 12 the the DT cord-117778-8c4g4hqx 29 13 effect effect NN cord-117778-8c4g4hqx 29 14 of of IN cord-117778-8c4g4hqx 29 15 lockdown lockdown NN cord-117778-8c4g4hqx 29 16 and and CC cord-117778-8c4g4hqx 29 17 set set VBD cord-117778-8c4g4hqx 29 18 up up RP cord-117778-8c4g4hqx 29 19 a a DT cord-117778-8c4g4hqx 29 20 track track NN cord-117778-8c4g4hqx 29 21 following following NN cord-117778-8c4g4hqx 29 22 which which WDT cord-117778-8c4g4hqx 29 23 we -PRON- PRP cord-117778-8c4g4hqx 29 24 will will MD cord-117778-8c4g4hqx 29 25 know know VB cord-117778-8c4g4hqx 29 26 if if IN cord-117778-8c4g4hqx 29 27 the the DT cord-117778-8c4g4hqx 29 28 lockdown lockdown NN cord-117778-8c4g4hqx 29 29 is be VBZ cord-117778-8c4g4hqx 29 30 working work VBG cord-117778-8c4g4hqx 29 31 ! ! . cord-117778-8c4g4hqx 30 1 In in IN cord-117778-8c4g4hqx 30 2 this this DT cord-117778-8c4g4hqx 30 3 paper paper NN cord-117778-8c4g4hqx 30 4 , , , cord-117778-8c4g4hqx 30 5 we -PRON- PRP cord-117778-8c4g4hqx 30 6 develop develop VBP cord-117778-8c4g4hqx 30 7 the the DT cord-117778-8c4g4hqx 30 8 epidemiological epidemiological JJ cord-117778-8c4g4hqx 30 9 SIR SIR NNP cord-117778-8c4g4hqx 30 10 model model NN cord-117778-8c4g4hqx 30 11 and and CC cord-117778-8c4g4hqx 30 12 statistical statistical JJ cord-117778-8c4g4hqx 30 13 machine machine NN cord-117778-8c4g4hqx 30 14 learning learning NN cord-117778-8c4g4hqx 30 15 model model NN cord-117778-8c4g4hqx 30 16 to to TO cord-117778-8c4g4hqx 30 17 predict predict VB cord-117778-8c4g4hqx 30 18 disease disease NN cord-117778-8c4g4hqx 30 19 progression progression NN cord-117778-8c4g4hqx 30 20 in in IN cord-117778-8c4g4hqx 30 21 India India NNP cord-117778-8c4g4hqx 30 22 . . . cord-117778-8c4g4hqx 31 1 We -PRON- PRP cord-117778-8c4g4hqx 31 2 implemented implement VBD cord-117778-8c4g4hqx 31 3 the the DT cord-117778-8c4g4hqx 31 4 SIR SIR NNP cord-117778-8c4g4hqx 31 5 model model NN cord-117778-8c4g4hqx 31 6 to to TO cord-117778-8c4g4hqx 31 7 estimate estimate VB cord-117778-8c4g4hqx 31 8 the the DT cord-117778-8c4g4hqx 31 9 basic basic JJ cord-117778-8c4g4hqx 31 10 reproduction reproduction NN cord-117778-8c4g4hqx 31 11 number number NN cord-117778-8c4g4hqx 31 12 R r NN cord-117778-8c4g4hqx 31 13 0 0 CD cord-117778-8c4g4hqx 31 14 at at IN cord-117778-8c4g4hqx 31 15 the the DT cord-117778-8c4g4hqx 31 16 national national JJ cord-117778-8c4g4hqx 31 17 and and CC cord-117778-8c4g4hqx 31 18 state state NN cord-117778-8c4g4hqx 31 19 level level NN cord-117778-8c4g4hqx 31 20 . . . cord-117778-8c4g4hqx 32 1 So so IN cord-117778-8c4g4hqx 32 2 that that IN cord-117778-8c4g4hqx 32 3 we -PRON- PRP cord-117778-8c4g4hqx 32 4 identify identify VBP cord-117778-8c4g4hqx 32 5 which which WDT cord-117778-8c4g4hqx 32 6 states state NNS cord-117778-8c4g4hqx 32 7 require require VBP cord-117778-8c4g4hqx 32 8 more more JJR cord-117778-8c4g4hqx 32 9 attention attention NN cord-117778-8c4g4hqx 32 10 . . . cord-117778-8c4g4hqx 33 1 Then then RB cord-117778-8c4g4hqx 33 2 we -PRON- PRP cord-117778-8c4g4hqx 33 3 implement implement VBP cord-117778-8c4g4hqx 33 4 the the DT cord-117778-8c4g4hqx 33 5 machine machine NN cord-117778-8c4g4hqx 33 6 learning learning NN cord-117778-8c4g4hqx 33 7 model model NN cord-117778-8c4g4hqx 33 8 to to TO cord-117778-8c4g4hqx 33 9 predict predict VB cord-117778-8c4g4hqx 33 10 the the DT cord-117778-8c4g4hqx 33 11 number number NN cord-117778-8c4g4hqx 33 12 of of IN cord-117778-8c4g4hqx 33 13 cases case NNS cord-117778-8c4g4hqx 33 14 ahead ahead RB cord-117778-8c4g4hqx 33 15 of of IN cord-117778-8c4g4hqx 33 16 time time NN cord-117778-8c4g4hqx 34 1 so so RB cord-117778-8c4g4hqx 34 2 Indian indian JJ cord-117778-8c4g4hqx 34 3 administration administration NN cord-117778-8c4g4hqx 34 4 can can MD cord-117778-8c4g4hqx 34 5 be be VB cord-117778-8c4g4hqx 34 6 better well RBR cord-117778-8c4g4hqx 34 7 prepared prepare VBN cord-117778-8c4g4hqx 34 8 ahead ahead RB cord-117778-8c4g4hqx 34 9 of of IN cord-117778-8c4g4hqx 34 10 time time NN cord-117778-8c4g4hqx 34 11 . . . cord-117778-8c4g4hqx 35 1 In in IN cord-117778-8c4g4hqx 35 2 Section section NN cord-117778-8c4g4hqx 35 3 ( ( -LRB- cord-117778-8c4g4hqx 35 4 2 2 CD cord-117778-8c4g4hqx 35 5 ) ) -RRB- cord-117778-8c4g4hqx 35 6 , , , cord-117778-8c4g4hqx 35 7 we -PRON- PRP cord-117778-8c4g4hqx 35 8 introduce introduce VBP cord-117778-8c4g4hqx 35 9 the the DT cord-117778-8c4g4hqx 35 10 database database NN cord-117778-8c4g4hqx 35 11 , , , cord-117778-8c4g4hqx 35 12 from from IN cord-117778-8c4g4hqx 35 13 where where WRB cord-117778-8c4g4hqx 35 14 the the DT cord-117778-8c4g4hqx 35 15 data data NN cord-117778-8c4g4hqx 35 16 is be VBZ cord-117778-8c4g4hqx 35 17 downloaded download VBN cord-117778-8c4g4hqx 35 18 and and CC cord-117778-8c4g4hqx 35 19 model model NN cord-117778-8c4g4hqx 35 20 is be VBZ cord-117778-8c4g4hqx 35 21 built build VBN cord-117778-8c4g4hqx 35 22 . . . cord-117778-8c4g4hqx 36 1 In in IN cord-117778-8c4g4hqx 36 2 Section section NN cord-117778-8c4g4hqx 36 3 ( ( -LRB- cord-117778-8c4g4hqx 36 4 3 3 CD cord-117778-8c4g4hqx 36 5 ) ) -RRB- cord-117778-8c4g4hqx 36 6 , , , cord-117778-8c4g4hqx 36 7 we -PRON- PRP cord-117778-8c4g4hqx 36 8 present present VBP cord-117778-8c4g4hqx 36 9 the the DT cord-117778-8c4g4hqx 36 10 methodology methodology NN cord-117778-8c4g4hqx 36 11 to to TO cord-117778-8c4g4hqx 36 12 analyze analyze VB cord-117778-8c4g4hqx 36 13 and and CC cord-117778-8c4g4hqx 36 14 predict predict VB cord-117778-8c4g4hqx 36 15 the the DT cord-117778-8c4g4hqx 36 16 data datum NNS cord-117778-8c4g4hqx 36 17 . . . cord-117778-8c4g4hqx 37 1 In in IN cord-117778-8c4g4hqx 37 2 Section section NN cord-117778-8c4g4hqx 37 3 ( ( -LRB- cord-117778-8c4g4hqx 37 4 4 4 LS cord-117778-8c4g4hqx 37 5 ) ) -RRB- cord-117778-8c4g4hqx 37 6 we -PRON- PRP cord-117778-8c4g4hqx 37 7 present present VBP cord-117778-8c4g4hqx 37 8 our -PRON- PRP$ cord-117778-8c4g4hqx 37 9 analysis analysis NN cord-117778-8c4g4hqx 37 10 and and CC cord-117778-8c4g4hqx 37 11 prediction prediction NN cord-117778-8c4g4hqx 37 12 of of IN cord-117778-8c4g4hqx 37 13 the the DT cord-117778-8c4g4hqx 37 14 Covid-19 Covid-19 NNP cord-117778-8c4g4hqx 37 15 disease disease NN cord-117778-8c4g4hqx 37 16 progression progression NN cord-117778-8c4g4hqx 37 17 in in IN cord-117778-8c4g4hqx 37 18 India India NNP cord-117778-8c4g4hqx 37 19 . . . cord-117778-8c4g4hqx 38 1 Section section NN cord-117778-8c4g4hqx 38 2 ( ( -LRB- cord-117778-8c4g4hqx 38 3 5 5 CD cord-117778-8c4g4hqx 38 4 ) ) -RRB- cord-117778-8c4g4hqx 38 5 concludes conclude VBZ cord-117778-8c4g4hqx 38 6 the the DT cord-117778-8c4g4hqx 38 7 paper paper NN cord-117778-8c4g4hqx 38 8 with with IN cord-117778-8c4g4hqx 38 9 some some DT cord-117778-8c4g4hqx 38 10 policy policy NN cord-117778-8c4g4hqx 38 11 recommendations recommendation NNS cord-117778-8c4g4hqx 38 12 . . . cord-117778-8c4g4hqx 39 1 In in IN cord-117778-8c4g4hqx 39 2 this this DT cord-117778-8c4g4hqx 39 3 paper paper NN cord-117778-8c4g4hqx 39 4 , , , cord-117778-8c4g4hqx 39 5 we -PRON- PRP cord-117778-8c4g4hqx 39 6 used use VBD cord-117778-8c4g4hqx 39 7 the the DT cord-117778-8c4g4hqx 39 8 following follow VBG cord-117778-8c4g4hqx 39 9 major major JJ cord-117778-8c4g4hqx 39 10 databases database NNS cord-117778-8c4g4hqx 39 11 . . . cord-117778-8c4g4hqx 39 12 _SP cord-117778-8c4g4hqx 40 1 Legendary legendary JJ cord-117778-8c4g4hqx 40 2 statistician statistician NN cord-117778-8c4g4hqx 40 3 Prof Prof NNP cord-117778-8c4g4hqx 40 4 George George NNP cord-117778-8c4g4hqx 40 5 Box Box NNP cord-117778-8c4g4hqx 40 6 , , , cord-117778-8c4g4hqx 40 7 once once RB cord-117778-8c4g4hqx 40 8 said say VBD cord-117778-8c4g4hqx 40 9 " " `` cord-117778-8c4g4hqx 40 10 All all DT cord-117778-8c4g4hqx 40 11 models model NNS cord-117778-8c4g4hqx 40 12 are be VBP cord-117778-8c4g4hqx 40 13 wrong wrong JJ cord-117778-8c4g4hqx 40 14 , , , cord-117778-8c4g4hqx 40 15 but but CC cord-117778-8c4g4hqx 40 16 some some DT cord-117778-8c4g4hqx 40 17 are be VBP cord-117778-8c4g4hqx 40 18 useful useful JJ cord-117778-8c4g4hqx 40 19 " " '' cord-117778-8c4g4hqx 40 20 , , , cord-117778-8c4g4hqx 40 21 see see VB cord-117778-8c4g4hqx 40 22 [ [ -LRB- cord-117778-8c4g4hqx 40 23 3 3 CD cord-117778-8c4g4hqx 40 24 ] ] -RRB- cord-117778-8c4g4hqx 40 25 . . . cord-117778-8c4g4hqx 41 1 Keeping keep VBG cord-117778-8c4g4hqx 41 2 this this DT cord-117778-8c4g4hqx 41 3 in in IN cord-117778-8c4g4hqx 41 4 our -PRON- PRP$ cord-117778-8c4g4hqx 41 5 mind mind NN cord-117778-8c4g4hqx 41 6 , , , cord-117778-8c4g4hqx 41 7 here here RB cord-117778-8c4g4hqx 41 8 in in IN cord-117778-8c4g4hqx 41 9 this this DT cord-117778-8c4g4hqx 41 10 paper paper NN cord-117778-8c4g4hqx 41 11 , , , cord-117778-8c4g4hqx 41 12 we -PRON- PRP cord-117778-8c4g4hqx 41 13 take take VBP cord-117778-8c4g4hqx 41 14 a a DT cord-117778-8c4g4hqx 41 15 model model NN cord-117778-8c4g4hqx 41 16 agnostic agnostic JJ cord-117778-8c4g4hqx 41 17 two two CD cord-117778-8c4g4hqx 41 18 - - HYPH cord-117778-8c4g4hqx 41 19 prong prong NN cord-117778-8c4g4hqx 41 20 approach approach NN cord-117778-8c4g4hqx 41 21 . . . cord-117778-8c4g4hqx 42 1 One one CD cord-117778-8c4g4hqx 42 2 is be VBZ cord-117778-8c4g4hqx 42 3 to to TO cord-117778-8c4g4hqx 42 4 understand understand VB cord-117778-8c4g4hqx 42 5 the the DT cord-117778-8c4g4hqx 42 6 severity severity NN cord-117778-8c4g4hqx 42 7 of of IN cord-117778-8c4g4hqx 42 8 the the DT cord-117778-8c4g4hqx 42 9 ground ground NN cord-117778-8c4g4hqx 42 10 situation situation NN cord-117778-8c4g4hqx 42 11 ; ; : cord-117778-8c4g4hqx 42 12 and and CC cord-117778-8c4g4hqx 42 13 the the DT cord-117778-8c4g4hqx 42 14 second second JJ cord-117778-8c4g4hqx 42 15 is be VBZ cord-117778-8c4g4hqx 42 16 the the DT cord-117778-8c4g4hqx 42 17 prediction prediction NN cord-117778-8c4g4hqx 42 18 , , , cord-117778-8c4g4hqx 42 19 which which WDT cord-117778-8c4g4hqx 42 20 will will MD cord-117778-8c4g4hqx 42 21 help help VB cord-117778-8c4g4hqx 42 22 the the DT cord-117778-8c4g4hqx 42 23 health health NN cord-117778-8c4g4hqx 42 24 officials official NNS cord-117778-8c4g4hqx 42 25 to to TO cord-117778-8c4g4hqx 42 26 make make VB cord-117778-8c4g4hqx 42 27 the the DT cord-117778-8c4g4hqx 42 28 plans plan NNS cord-117778-8c4g4hqx 42 29 accordingly accordingly RB cord-117778-8c4g4hqx 42 30 . . . cord-117778-8c4g4hqx 43 1 The the DT cord-117778-8c4g4hqx 43 2 epidemic epidemic NN cord-117778-8c4g4hqx 43 3 models model NNS cord-117778-8c4g4hqx 43 4 for for IN cord-117778-8c4g4hqx 43 5 infectious infectious JJ cord-117778-8c4g4hqx 43 6 disease disease NN cord-117778-8c4g4hqx 43 7 yield yield VBP cord-117778-8c4g4hqx 43 8 insights insight NNS cord-117778-8c4g4hqx 43 9 into into IN cord-117778-8c4g4hqx 43 10 the the DT cord-117778-8c4g4hqx 43 11 dynamic dynamic JJ cord-117778-8c4g4hqx 43 12 behavior behavior NN cord-117778-8c4g4hqx 43 13 of of IN cord-117778-8c4g4hqx 43 14 the the DT cord-117778-8c4g4hqx 43 15 disease disease NN cord-117778-8c4g4hqx 43 16 spread spread VBD cord-117778-8c4g4hqx 43 17 . . . cord-117778-8c4g4hqx 44 1 With with IN cord-117778-8c4g4hqx 44 2 new new JJ cord-117778-8c4g4hqx 44 3 insights insight NNS cord-117778-8c4g4hqx 44 4 , , , cord-117778-8c4g4hqx 44 5 health health NN cord-117778-8c4g4hqx 44 6 officials official NNS cord-117778-8c4g4hqx 44 7 can can MD cord-117778-8c4g4hqx 44 8 develop develop VB cord-117778-8c4g4hqx 44 9 more more RBR cord-117778-8c4g4hqx 44 10 effective effective JJ cord-117778-8c4g4hqx 44 11 disease disease NN cord-117778-8c4g4hqx 44 12 intervention intervention NN cord-117778-8c4g4hqx 44 13 strategies strategy NNS cord-117778-8c4g4hqx 44 14 . . . cord-117778-8c4g4hqx 45 1 Besides besides RB cord-117778-8c4g4hqx 45 2 , , , cord-117778-8c4g4hqx 45 3 such such JJ cord-117778-8c4g4hqx 45 4 epidemic epidemic NN cord-117778-8c4g4hqx 45 5 models model NNS cord-117778-8c4g4hqx 45 6 are be VBP cord-117778-8c4g4hqx 45 7 also also RB cord-117778-8c4g4hqx 45 8 used use VBN cord-117778-8c4g4hqx 45 9 to to TO cord-117778-8c4g4hqx 45 10 forecast forecast VB cord-117778-8c4g4hqx 45 11 the the DT cord-117778-8c4g4hqx 45 12 course course NN cord-117778-8c4g4hqx 45 13 of of IN cord-117778-8c4g4hqx 45 14 the the DT cord-117778-8c4g4hqx 45 15 epidemic epidemic NN cord-117778-8c4g4hqx 45 16 . . . cord-117778-8c4g4hqx 46 1 In in IN cord-117778-8c4g4hqx 46 2 addition addition NN cord-117778-8c4g4hqx 46 3 to to IN cord-117778-8c4g4hqx 46 4 epidemic epidemic NN cord-117778-8c4g4hqx 46 5 models model NNS cord-117778-8c4g4hqx 46 6 , , , cord-117778-8c4g4hqx 46 7 we -PRON- PRP cord-117778-8c4g4hqx 46 8 consider consider VBP cord-117778-8c4g4hqx 46 9 the the DT cord-117778-8c4g4hqx 46 10 statistical statistical JJ cord-117778-8c4g4hqx 46 11 machine machine NN cord-117778-8c4g4hqx 46 12 learning learning NN cord-117778-8c4g4hqx 46 13 ( ( -LRB- cord-117778-8c4g4hqx 46 14 SML SML NNP cord-117778-8c4g4hqx 46 15 ) ) -RRB- cord-117778-8c4g4hqx 46 16 models model NNS cord-117778-8c4g4hqx 46 17 , , , cord-117778-8c4g4hqx 46 18 which which WDT cord-117778-8c4g4hqx 46 19 are be VBP cord-117778-8c4g4hqx 46 20 extremely extremely RB cord-117778-8c4g4hqx 46 21 good good JJ cord-117778-8c4g4hqx 46 22 for for IN cord-117778-8c4g4hqx 46 23 prediction prediction NN cord-117778-8c4g4hqx 46 24 . . . cord-117778-8c4g4hqx 47 1 Often often RB cord-117778-8c4g4hqx 47 2 , , , cord-117778-8c4g4hqx 47 3 the the DT cord-117778-8c4g4hqx 47 4 interpretability interpretability NN cord-117778-8c4g4hqx 47 5 of of IN cord-117778-8c4g4hqx 47 6 SML SML NNP cord-117778-8c4g4hqx 47 7 models model NNS cord-117778-8c4g4hqx 47 8 is be VBZ cord-117778-8c4g4hqx 47 9 questioned question VBN cord-117778-8c4g4hqx 47 10 . . . cord-117778-8c4g4hqx 48 1 However however RB cord-117778-8c4g4hqx 48 2 , , , cord-117778-8c4g4hqx 48 3 as as IN cord-117778-8c4g4hqx 48 4 we -PRON- PRP cord-117778-8c4g4hqx 48 5 take take VBP cord-117778-8c4g4hqx 48 6 a a DT cord-117778-8c4g4hqx 48 7 model model NN cord-117778-8c4g4hqx 48 8 agnostic agnostic JJ cord-117778-8c4g4hqx 48 9 approach approach NN cord-117778-8c4g4hqx 48 10 ; ; : cord-117778-8c4g4hqx 48 11 we -PRON- PRP cord-117778-8c4g4hqx 48 12 can can MD cord-117778-8c4g4hqx 48 13 use use VB cord-117778-8c4g4hqx 48 14 the the DT cord-117778-8c4g4hqx 48 15 epidemic epidemic NN cord-117778-8c4g4hqx 48 16 models model NNS cord-117778-8c4g4hqx 48 17 to to TO cord-117778-8c4g4hqx 48 18 understand understand VB cord-117778-8c4g4hqx 48 19 the the DT cord-117778-8c4g4hqx 48 20 ground ground NN cord-117778-8c4g4hqx 48 21 reality reality NN cord-117778-8c4g4hqx 48 22 while while IN cord-117778-8c4g4hqx 48 23 adopting adopt VBG cord-117778-8c4g4hqx 48 24 the the DT cord-117778-8c4g4hqx 48 25 SML SML NNP cord-117778-8c4g4hqx 48 26 to to TO cord-117778-8c4g4hqx 48 27 achieve achieve VB cord-117778-8c4g4hqx 48 28 better well JJR cord-117778-8c4g4hqx 48 29 prediction prediction NN cord-117778-8c4g4hqx 48 30 accuracy accuracy NN cord-117778-8c4g4hqx 48 31 . . . cord-117778-8c4g4hqx 49 1 The the DT cord-117778-8c4g4hqx 49 2 popular popular JJ cord-117778-8c4g4hqx 49 3 epidemic epidemic NN cord-117778-8c4g4hqx 49 4 models model NNS cord-117778-8c4g4hqx 49 5 for for IN cord-117778-8c4g4hqx 49 6 an an DT cord-117778-8c4g4hqx 49 7 infectious infectious JJ cord-117778-8c4g4hqx 49 8 disease disease NN cord-117778-8c4g4hqx 49 9 is be VBZ cord-117778-8c4g4hqx 49 10 the the DT cord-117778-8c4g4hqx 49 11 Susceptible susceptible JJ cord-117778-8c4g4hqx 49 12 , , , cord-117778-8c4g4hqx 49 13 Infected infected JJ cord-117778-8c4g4hqx 49 14 , , , cord-117778-8c4g4hqx 49 15 Recovered recover VBN cord-117778-8c4g4hqx 49 16 ( ( -LRB- cord-117778-8c4g4hqx 49 17 SIR SIR NNP cord-117778-8c4g4hqx 49 18 ) ) -RRB- cord-117778-8c4g4hqx 49 19 model model NN cord-117778-8c4g4hqx 49 20 . . . cord-117778-8c4g4hqx 50 1 The the DT cord-117778-8c4g4hqx 50 2 model model NN cord-117778-8c4g4hqx 50 3 considers consider VBZ cord-117778-8c4g4hqx 50 4 a a DT cord-117778-8c4g4hqx 50 5 closed closed JJ cord-117778-8c4g4hqx 50 6 population population NN cord-117778-8c4g4hqx 50 7 . . . cord-117778-8c4g4hqx 51 1 To to TO cord-117778-8c4g4hqx 51 2 start start VB cord-117778-8c4g4hqx 51 3 with with IN cord-117778-8c4g4hqx 51 4 , , , cord-117778-8c4g4hqx 51 5 a a DT cord-117778-8c4g4hqx 51 6 few few JJ cord-117778-8c4g4hqx 51 7 infected infected JJ cord-117778-8c4g4hqx 51 8 people people NNS cord-117778-8c4g4hqx 51 9 are be VBP cord-117778-8c4g4hqx 51 10 added add VBN cord-117778-8c4g4hqx 51 11 to to IN cord-117778-8c4g4hqx 51 12 the the DT cord-117778-8c4g4hqx 51 13 population population NN cord-117778-8c4g4hqx 51 14 . . . cord-117778-8c4g4hqx 52 1 It -PRON- PRP cord-117778-8c4g4hqx 52 2 assumes assume VBZ cord-117778-8c4g4hqx 52 3 that that IN cord-117778-8c4g4hqx 52 4 the the DT cord-117778-8c4g4hqx 52 5 mixing mixing NN cord-117778-8c4g4hqx 52 6 pattern pattern NN cord-117778-8c4g4hqx 52 7 is be VBZ cord-117778-8c4g4hqx 52 8 homogeneous homogeneous JJ cord-117778-8c4g4hqx 52 9 . . . cord-117778-8c4g4hqx 53 1 During during IN cord-117778-8c4g4hqx 53 2 the the DT cord-117778-8c4g4hqx 53 3 period period NN cord-117778-8c4g4hqx 53 4 of of IN cord-117778-8c4g4hqx 53 5 the the DT cord-117778-8c4g4hqx 53 6 sickness sickness NN cord-117778-8c4g4hqx 53 7 , , , cord-117778-8c4g4hqx 53 8 the the DT cord-117778-8c4g4hqx 53 9 contagious contagious JJ cord-117778-8c4g4hqx 53 10 people people NNS cord-117778-8c4g4hqx 53 11 each each DT cord-117778-8c4g4hqx 53 12 infect infect VBP cord-117778-8c4g4hqx 53 13 on on IN cord-117778-8c4g4hqx 53 14 average average JJ cord-117778-8c4g4hqx 53 15 R r NN cord-117778-8c4g4hqx 53 16 0 0 CD cord-117778-8c4g4hqx 53 17 other other JJ cord-117778-8c4g4hqx 53 18 people people NNS cord-117778-8c4g4hqx 53 19 , , , cord-117778-8c4g4hqx 53 20 who who WP cord-117778-8c4g4hqx 53 21 each each DT cord-117778-8c4g4hqx 53 22 then then RB cord-117778-8c4g4hqx 53 23 go go VBP cord-117778-8c4g4hqx 53 24 on on RP cord-117778-8c4g4hqx 53 25 to to TO cord-117778-8c4g4hqx 53 26 infect infect VB cord-117778-8c4g4hqx 53 27 R r NN cord-117778-8c4g4hqx 53 28 0 0 CD cord-117778-8c4g4hqx 53 29 others other NNS cord-117778-8c4g4hqx 53 30 , , , cord-117778-8c4g4hqx 53 31 who who WP cord-117778-8c4g4hqx 53 32 are be VBP cord-117778-8c4g4hqx 53 33 susceptible susceptible JJ cord-117778-8c4g4hqx 53 34 . . . cord-117778-8c4g4hqx 54 1 The the DT cord-117778-8c4g4hqx 54 2 R r NN cord-117778-8c4g4hqx 54 3 0 0 NFP cord-117778-8c4g4hqx 54 4 is be VBZ cord-117778-8c4g4hqx 54 5 popularly popularly RB cord-117778-8c4g4hqx 54 6 known know VBN cord-117778-8c4g4hqx 54 7 as as IN cord-117778-8c4g4hqx 54 8 the the DT cord-117778-8c4g4hqx 54 9 Basic Basic NNP cord-117778-8c4g4hqx 54 10 Reproduction Reproduction NNP cord-117778-8c4g4hqx 54 11 Number Number NNP cord-117778-8c4g4hqx 54 12 . . . cord-117778-8c4g4hqx 55 1 The the DT cord-117778-8c4g4hqx 55 2 R r NN cord-117778-8c4g4hqx 55 3 0 0 NFP cord-117778-8c4g4hqx 55 4 is be VBZ cord-117778-8c4g4hqx 55 5 the the DT cord-117778-8c4g4hqx 55 6 fundamental fundamental JJ cord-117778-8c4g4hqx 55 7 quantity quantity NN cord-117778-8c4g4hqx 55 8 of of IN cord-117778-8c4g4hqx 55 9 the the DT cord-117778-8c4g4hqx 55 10 disease disease NN cord-117778-8c4g4hqx 55 11 progression progression NN cord-117778-8c4g4hqx 55 12 , , , cord-117778-8c4g4hqx 55 13 and and CC cord-117778-8c4g4hqx 55 14 higher high JJR cord-117778-8c4g4hqx 55 15 R r NN cord-117778-8c4g4hqx 55 16 0 0 CD cord-117778-8c4g4hqx 55 17 means mean NNS cord-117778-8c4g4hqx 55 18 , , , cord-117778-8c4g4hqx 55 19 more more JJR cord-117778-8c4g4hqx 55 20 people people NNS cord-117778-8c4g4hqx 55 21 will will MD cord-117778-8c4g4hqx 55 22 tend tend VB cord-117778-8c4g4hqx 55 23 to to TO cord-117778-8c4g4hqx 55 24 be be VB cord-117778-8c4g4hqx 55 25 infected infect VBN cord-117778-8c4g4hqx 55 26 in in IN cord-117778-8c4g4hqx 55 27 the the DT cord-117778-8c4g4hqx 55 28 course course NN cord-117778-8c4g4hqx 55 29 of of IN cord-117778-8c4g4hqx 55 30 the the DT cord-117778-8c4g4hqx 55 31 epidemic epidemic NN cord-117778-8c4g4hqx 55 32 . . . cord-117778-8c4g4hqx 56 1 The the DT cord-117778-8c4g4hqx 56 2 major major JJ cord-117778-8c4g4hqx 56 3 advantage advantage NN cord-117778-8c4g4hqx 56 4 of of IN cord-117778-8c4g4hqx 56 5 the the DT cord-117778-8c4g4hqx 56 6 SIR SIR NNP cord-117778-8c4g4hqx 56 7 model model NN cord-117778-8c4g4hqx 56 8 is be VBZ cord-117778-8c4g4hqx 56 9 it -PRON- PRP cord-117778-8c4g4hqx 56 10 gives give VBZ cord-117778-8c4g4hqx 56 11 a a DT cord-117778-8c4g4hqx 56 12 number number NN cord-117778-8c4g4hqx 56 13 R r NN cord-117778-8c4g4hqx 56 14 0 0 CD cord-117778-8c4g4hqx 56 15 , , , cord-117778-8c4g4hqx 56 16 which which WDT cord-117778-8c4g4hqx 56 17 can can MD cord-117778-8c4g4hqx 56 18 be be VB cord-117778-8c4g4hqx 56 19 used use VBN cord-117778-8c4g4hqx 56 20 to to TO cord-117778-8c4g4hqx 56 21 benchmark benchmark VB cord-117778-8c4g4hqx 56 22 and and CC cord-117778-8c4g4hqx 56 23 compare compare VB cord-117778-8c4g4hqx 56 24 the the DT cord-117778-8c4g4hqx 56 25 ground ground NN cord-117778-8c4g4hqx 56 26 situation situation NN cord-117778-8c4g4hqx 56 27 of of IN cord-117778-8c4g4hqx 56 28 different different JJ cord-117778-8c4g4hqx 56 29 states state NNS cord-117778-8c4g4hqx 56 30 and and CC cord-117778-8c4g4hqx 56 31 resource resource NN cord-117778-8c4g4hqx 56 32 allocations allocation NNS cord-117778-8c4g4hqx 56 33 can can MD cord-117778-8c4g4hqx 56 34 be be VB cord-117778-8c4g4hqx 56 35 made make VBN cord-117778-8c4g4hqx 56 36 to to IN cord-117778-8c4g4hqx 56 37 those those DT cord-117778-8c4g4hqx 56 38 states state NNS cord-117778-8c4g4hqx 56 39 which which WDT cord-117778-8c4g4hqx 56 40 are be VBP cord-117778-8c4g4hqx 56 41 hard hard RB cord-117778-8c4g4hqx 56 42 hit hit VBN cord-117778-8c4g4hqx 56 43 . . . cord-117778-8c4g4hqx 57 1 The the DT cord-117778-8c4g4hqx 57 2 SIR SIR NNP cord-117778-8c4g4hqx 57 3 model model NN cord-117778-8c4g4hqx 57 4 can can MD cord-117778-8c4g4hqx 57 5 be be VB cord-117778-8c4g4hqx 57 6 described describe VBN cord-117778-8c4g4hqx 57 7 as as IN cord-117778-8c4g4hqx 57 8 , , , cord-117778-8c4g4hqx 57 9 where where WRB cord-117778-8c4g4hqx 57 10 S S NNP cord-117778-8c4g4hqx 57 11 , , , cord-117778-8c4g4hqx 57 12 I -PRON- PRP cord-117778-8c4g4hqx 57 13 , , , cord-117778-8c4g4hqx 57 14 and and CC cord-117778-8c4g4hqx 57 15 R r NN cord-117778-8c4g4hqx 57 16 are be VBP cord-117778-8c4g4hqx 57 17 the the DT cord-117778-8c4g4hqx 57 18 number number NN cord-117778-8c4g4hqx 57 19 of of IN cord-117778-8c4g4hqx 57 20 people people NNS cord-117778-8c4g4hqx 57 21 in in IN cord-117778-8c4g4hqx 57 22 the the DT cord-117778-8c4g4hqx 57 23 population population NN cord-117778-8c4g4hqx 57 24 that that WDT cord-117778-8c4g4hqx 57 25 are be VBP cord-117778-8c4g4hqx 57 26 susceptible susceptible JJ cord-117778-8c4g4hqx 57 27 , , , cord-117778-8c4g4hqx 57 28 infected infected JJ cord-117778-8c4g4hqx 57 29 and and CC cord-117778-8c4g4hqx 57 30 recovered recover VBN cord-117778-8c4g4hqx 57 31 . . . cord-117778-8c4g4hqx 58 1 The the DT cord-117778-8c4g4hqx 58 2 β β NN cord-117778-8c4g4hqx 58 3 is be VBZ cord-117778-8c4g4hqx 58 4 the the DT cord-117778-8c4g4hqx 58 5 transmission transmission NN cord-117778-8c4g4hqx 58 6 rate rate NN cord-117778-8c4g4hqx 58 7 . . . cord-117778-8c4g4hqx 59 1 Each each DT cord-117778-8c4g4hqx 59 2 susceptible susceptible JJ cord-117778-8c4g4hqx 59 3 person person NN cord-117778-8c4g4hqx 59 4 contacts contact NNS cord-117778-8c4g4hqx 59 5 β β NN cord-117778-8c4g4hqx 59 6 people people NNS cord-117778-8c4g4hqx 59 7 per per IN cord-117778-8c4g4hqx 59 8 day day NN cord-117778-8c4g4hqx 59 9 ; ; : cord-117778-8c4g4hqx 59 10 a a DT cord-117778-8c4g4hqx 59 11 fraction fraction NN cord-117778-8c4g4hqx 59 12 I I NNP cord-117778-8c4g4hqx 59 13 N N NNP cord-117778-8c4g4hqx 59 14 of of IN cord-117778-8c4g4hqx 59 15 which which WDT cord-117778-8c4g4hqx 59 16 are be VBP cord-117778-8c4g4hqx 59 17 infectious infectious JJ cord-117778-8c4g4hqx 59 18 . . . cord-117778-8c4g4hqx 60 1 Therefore therefore RB cord-117778-8c4g4hqx 60 2 β β NN cord-117778-8c4g4hqx 60 3 SI SI NNP cord-117778-8c4g4hqx 60 4 N N NNP cord-117778-8c4g4hqx 60 5 move move NN cord-117778-8c4g4hqx 60 6 out out IN cord-117778-8c4g4hqx 60 7 of of IN cord-117778-8c4g4hqx 60 8 the the DT cord-117778-8c4g4hqx 60 9 susceptible susceptible JJ cord-117778-8c4g4hqx 60 10 group group NN cord-117778-8c4g4hqx 60 11 and and CC cord-117778-8c4g4hqx 60 12 goes go VBZ cord-117778-8c4g4hqx 60 13 into into IN cord-117778-8c4g4hqx 60 14 the the DT cord-117778-8c4g4hqx 60 15 infected infected JJ cord-117778-8c4g4hqx 60 16 group group NN cord-117778-8c4g4hqx 60 17 . . . cord-117778-8c4g4hqx 61 1 The the DT cord-117778-8c4g4hqx 61 2 transmission transmission NN cord-117778-8c4g4hqx 61 3 rate rate NN cord-117778-8c4g4hqx 61 4 is be VBZ cord-117778-8c4g4hqx 61 5 the the DT cord-117778-8c4g4hqx 61 6 average average JJ cord-117778-8c4g4hqx 61 7 rate rate NN cord-117778-8c4g4hqx 61 8 of of IN cord-117778-8c4g4hqx 61 9 contacts contact NNS cord-117778-8c4g4hqx 61 10 a a DT cord-117778-8c4g4hqx 61 11 susceptible susceptible JJ cord-117778-8c4g4hqx 61 12 person person NN cord-117778-8c4g4hqx 61 13 makes make VBZ cord-117778-8c4g4hqx 61 14 that that DT cord-117778-8c4g4hqx 61 15 is be VBZ cord-117778-8c4g4hqx 61 16 sufficient sufficient JJ cord-117778-8c4g4hqx 61 17 to to TO cord-117778-8c4g4hqx 61 18 transmit transmit VB cord-117778-8c4g4hqx 61 19 the the DT cord-117778-8c4g4hqx 61 20 infection infection NN cord-117778-8c4g4hqx 61 21 . . . cord-117778-8c4g4hqx 62 1 The the DT cord-117778-8c4g4hqx 62 2 parameter parameter NN cord-117778-8c4g4hqx 62 3 γ γ NN cord-117778-8c4g4hqx 62 4 is be VBZ cord-117778-8c4g4hqx 62 5 the the DT cord-117778-8c4g4hqx 62 6 recovery recovery NN cord-117778-8c4g4hqx 62 7 rate rate NN cord-117778-8c4g4hqx 62 8 , , , cord-117778-8c4g4hqx 62 9 and and CC cord-117778-8c4g4hqx 62 10 γI γI NNP cord-117778-8c4g4hqx 62 11 is be VBZ cord-117778-8c4g4hqx 62 12 the the DT cord-117778-8c4g4hqx 62 13 flow flow NN cord-117778-8c4g4hqx 62 14 out out IN cord-117778-8c4g4hqx 62 15 of of IN cord-117778-8c4g4hqx 62 16 the the DT cord-117778-8c4g4hqx 62 17 infected infected JJ cord-117778-8c4g4hqx 62 18 crowd crowd NN cord-117778-8c4g4hqx 62 19 and and CC cord-117778-8c4g4hqx 62 20 goes go VBZ cord-117778-8c4g4hqx 62 21 into into IN cord-117778-8c4g4hqx 62 22 the the DT cord-117778-8c4g4hqx 62 23 recovered recovered JJ cord-117778-8c4g4hqx 62 24 group group NN cord-117778-8c4g4hqx 62 25 . . . cord-117778-8c4g4hqx 63 1 The the DT cord-117778-8c4g4hqx 63 2 average average JJ cord-117778-8c4g4hqx 63 3 duration duration NN cord-117778-8c4g4hqx 63 4 a a DT cord-117778-8c4g4hqx 63 5 person person NN cord-117778-8c4g4hqx 63 6 spends spend VBZ cord-117778-8c4g4hqx 63 7 in in IN cord-117778-8c4g4hqx 63 8 the the DT cord-117778-8c4g4hqx 63 9 infected infected JJ cord-117778-8c4g4hqx 63 10 group group NN cord-117778-8c4g4hqx 63 11 is be VBZ cord-117778-8c4g4hqx 63 12 1 1 CD cord-117778-8c4g4hqx 63 13 γ γ NN cord-117778-8c4g4hqx 63 14 days day NNS cord-117778-8c4g4hqx 63 15 . . . cord-117778-8c4g4hqx 64 1 For for IN cord-117778-8c4g4hqx 64 2 Covid-19 Covid-19 NNP cord-117778-8c4g4hqx 64 3 , , , cord-117778-8c4g4hqx 64 4 1 1 CD cord-117778-8c4g4hqx 64 5 γ γ NN cord-117778-8c4g4hqx 64 6 is be VBZ cord-117778-8c4g4hqx 64 7 around around RB cord-117778-8c4g4hqx 64 8 14 14 CD cord-117778-8c4g4hqx 64 9 days day NNS cord-117778-8c4g4hqx 64 10 , , , cord-117778-8c4g4hqx 64 11 see see VB cord-117778-8c4g4hqx 64 12 [ [ -LRB- cord-117778-8c4g4hqx 64 13 5 5 CD cord-117778-8c4g4hqx 64 14 ] ] -RRB- cord-117778-8c4g4hqx 64 15 . . . cord-117778-8c4g4hqx 65 1 In in IN cord-117778-8c4g4hqx 65 2 this this DT cord-117778-8c4g4hqx 65 3 paper paper NN cord-117778-8c4g4hqx 65 4 , , , cord-117778-8c4g4hqx 65 5 we -PRON- PRP cord-117778-8c4g4hqx 65 6 follow follow VBP cord-117778-8c4g4hqx 65 7 the the DT cord-117778-8c4g4hqx 65 8 SIR SIR NNP cord-117778-8c4g4hqx 65 9 implementation implementation NN cord-117778-8c4g4hqx 65 10 methodology methodology NN cord-117778-8c4g4hqx 65 11 as as IN cord-117778-8c4g4hqx 65 12 described describe VBN cord-117778-8c4g4hqx 65 13 in in IN cord-117778-8c4g4hqx 65 14 [ [ -LRB- cord-117778-8c4g4hqx 65 15 12 12 CD cord-117778-8c4g4hqx 65 16 ] ] -RRB- cord-117778-8c4g4hqx 65 17 . . . cord-117778-8c4g4hqx 66 1 Given give VBN cord-117778-8c4g4hqx 66 2 R r NN cord-117778-8c4g4hqx 66 3 0 0 CD cord-117778-8c4g4hqx 66 4 , , , cord-117778-8c4g4hqx 66 5 β β NN cord-117778-8c4g4hqx 66 6 and and CC cord-117778-8c4g4hqx 66 7 γ γ NNP cord-117778-8c4g4hqx 66 8 , , , cord-117778-8c4g4hqx 66 9 the the DT cord-117778-8c4g4hqx 66 10 implementation implementation NN cord-117778-8c4g4hqx 66 11 of of IN cord-117778-8c4g4hqx 66 12 SIR SIR NNP cord-117778-8c4g4hqx 66 13 model model NN cord-117778-8c4g4hqx 66 14 is be VBZ cord-117778-8c4g4hqx 66 15 fairly fairly RB cord-117778-8c4g4hqx 66 16 straight straight JJ cord-117778-8c4g4hqx 66 17 forward forward RB cord-117778-8c4g4hqx 66 18 via via IN cord-117778-8c4g4hqx 66 19 deSolve deSolve NNP cord-117778-8c4g4hqx 66 20 package package NN cord-117778-8c4g4hqx 66 21 , , , cord-117778-8c4g4hqx 66 22 a a DT cord-117778-8c4g4hqx 66 23 solvers solver NNS cord-117778-8c4g4hqx 66 24 for for IN cord-117778-8c4g4hqx 66 25 initial initial JJ cord-117778-8c4g4hqx 66 26 value value NN cord-117778-8c4g4hqx 66 27 problems problem NNS cord-117778-8c4g4hqx 66 28 of of IN cord-117778-8c4g4hqx 66 29 differential differential JJ cord-117778-8c4g4hqx 66 30 equations equation NNS cord-117778-8c4g4hqx 66 31 , , , cord-117778-8c4g4hqx 66 32 see see VB cord-117778-8c4g4hqx 66 33 [ [ -LRB- cord-117778-8c4g4hqx 66 34 10 10 CD cord-117778-8c4g4hqx 66 35 ] ] -RRB- cord-117778-8c4g4hqx 66 36 . . . cord-117778-8c4g4hqx 67 1 It -PRON- PRP cord-117778-8c4g4hqx 67 2 is be VBZ cord-117778-8c4g4hqx 67 3 known know VBN cord-117778-8c4g4hqx 67 4 that that IN cord-117778-8c4g4hqx 67 5 R r NN cord-117778-8c4g4hqx 67 6 0 0 CD cord-117778-8c4g4hqx 67 7 = = NFP cord-117778-8c4g4hqx 68 1 β β NNP cord-117778-8c4g4hqx 68 2 γ γ NNP cord-117778-8c4g4hqx 68 3 , , , cord-117778-8c4g4hqx 68 4 see see VB cord-117778-8c4g4hqx 68 5 [ [ -LRB- cord-117778-8c4g4hqx 68 6 4 4 CD cord-117778-8c4g4hqx 68 7 ] ] -RRB- cord-117778-8c4g4hqx 68 8 . . . cord-117778-8c4g4hqx 69 1 We -PRON- PRP cord-117778-8c4g4hqx 69 2 considered consider VBD cord-117778-8c4g4hqx 69 3 γ γ NN cord-117778-8c4g4hqx 69 4 as as IN cord-117778-8c4g4hqx 69 5 1 1 CD cord-117778-8c4g4hqx 69 6 14 14 CD cord-117778-8c4g4hqx 69 7 , , , cord-117778-8c4g4hqx 69 8 from from IN cord-117778-8c4g4hqx 69 9 [ [ -LRB- cord-117778-8c4g4hqx 69 10 5 5 CD cord-117778-8c4g4hqx 69 11 ] ] -RRB- cord-117778-8c4g4hqx 69 12 . . . cord-117778-8c4g4hqx 70 1 However however RB cord-117778-8c4g4hqx 70 2 , , , cord-117778-8c4g4hqx 70 3 we -PRON- PRP cord-117778-8c4g4hqx 70 4 need need VBP cord-117778-8c4g4hqx 70 5 some some DT cord-117778-8c4g4hqx 70 6 good good JJ cord-117778-8c4g4hqx 70 7 estimates estimate NNS cord-117778-8c4g4hqx 70 8 of of IN cord-117778-8c4g4hqx 70 9 the the DT cord-117778-8c4g4hqx 70 10 R r NN cord-117778-8c4g4hqx 70 11 0 0 CD cord-117778-8c4g4hqx 70 12 , , , cord-117778-8c4g4hqx 70 13 so so IN cord-117778-8c4g4hqx 70 14 that that IN cord-117778-8c4g4hqx 70 15 we -PRON- PRP cord-117778-8c4g4hqx 70 16 can can MD cord-117778-8c4g4hqx 70 17 implement implement VB cord-117778-8c4g4hqx 70 18 the the DT cord-117778-8c4g4hqx 70 19 SIR SIR NNP cord-117778-8c4g4hqx 70 20 model model NN cord-117778-8c4g4hqx 70 21 and and CC cord-117778-8c4g4hqx 70 22 predict predict VB cord-117778-8c4g4hqx 70 23 the the DT cord-117778-8c4g4hqx 70 24 disease disease NN cord-117778-8c4g4hqx 70 25 progression progression NN cord-117778-8c4g4hqx 70 26 in in IN cord-117778-8c4g4hqx 70 27 India India NNP cord-117778-8c4g4hqx 70 28 . . . cord-117778-8c4g4hqx 71 1 In in IN cord-117778-8c4g4hqx 71 2 order order NN cord-117778-8c4g4hqx 71 3 to to TO cord-117778-8c4g4hqx 71 4 estimate estimate VB cord-117778-8c4g4hqx 71 5 the the DT cord-117778-8c4g4hqx 71 6 R r NN cord-117778-8c4g4hqx 71 7 0 0 CD cord-117778-8c4g4hqx 71 8 , , , cord-117778-8c4g4hqx 71 9 we -PRON- PRP cord-117778-8c4g4hqx 71 10 use use VBP cord-117778-8c4g4hqx 71 11 the the DT cord-117778-8c4g4hqx 71 12 R r NN cord-117778-8c4g4hqx 71 13 - - HYPH cord-117778-8c4g4hqx 71 14 package package NN cord-117778-8c4g4hqx 71 15 called call VBN cord-117778-8c4g4hqx 71 16 , , , cord-117778-8c4g4hqx 71 17 ' ' '' cord-117778-8c4g4hqx 71 18 R0 R0 NNP cord-117778-8c4g4hqx 71 19 ' ' '' cord-117778-8c4g4hqx 71 20 , , , cord-117778-8c4g4hqx 71 21 a a DT cord-117778-8c4g4hqx 71 22 toolbox toolbox NN cord-117778-8c4g4hqx 71 23 to to TO cord-117778-8c4g4hqx 71 24 estimate estimate VB cord-117778-8c4g4hqx 71 25 R R NNP cord-117778-8c4g4hqx 71 26 0 0 CD cord-117778-8c4g4hqx 71 27 , , , cord-117778-8c4g4hqx 71 28 see see VB cord-117778-8c4g4hqx 71 29 [ [ -LRB- cord-117778-8c4g4hqx 71 30 7 7 CD cord-117778-8c4g4hqx 71 31 ] ] -RRB- cord-117778-8c4g4hqx 71 32 . . . cord-117778-8c4g4hqx 72 1 The the DT cord-117778-8c4g4hqx 72 2 time time NN cord-117778-8c4g4hqx 72 3 between between IN cord-117778-8c4g4hqx 72 4 the the DT cord-117778-8c4g4hqx 72 5 infection infection NN cord-117778-8c4g4hqx 72 6 of of IN cord-117778-8c4g4hqx 72 7 a a DT cord-117778-8c4g4hqx 72 8 primary primary JJ cord-117778-8c4g4hqx 72 9 case case NN cord-117778-8c4g4hqx 72 10 and and CC cord-117778-8c4g4hqx 72 11 one one CD cord-117778-8c4g4hqx 72 12 of of IN cord-117778-8c4g4hqx 72 13 its -PRON- PRP$ cord-117778-8c4g4hqx 72 14 secondary secondary JJ cord-117778-8c4g4hqx 72 15 cases case NNS cord-117778-8c4g4hqx 72 16 is be VBZ cord-117778-8c4g4hqx 72 17 called call VBN cord-117778-8c4g4hqx 72 18 a a DT cord-117778-8c4g4hqx 72 19 generation generation NN cord-117778-8c4g4hqx 72 20 time time NN cord-117778-8c4g4hqx 72 21 , , , cord-117778-8c4g4hqx 72 22 see see VB cord-117778-8c4g4hqx 72 23 [ [ -LRB- cord-117778-8c4g4hqx 72 24 11 11 CD cord-117778-8c4g4hqx 72 25 ] ] -RRB- cord-117778-8c4g4hqx 72 26 . . . cord-117778-8c4g4hqx 73 1 The the DT cord-117778-8c4g4hqx 73 2 ' ' `` cord-117778-8c4g4hqx 73 3 R0 R0 NNP cord-117778-8c4g4hqx 73 4 ' ' '' cord-117778-8c4g4hqx 73 5 package package NN cord-117778-8c4g4hqx 73 6 assumes assume VBZ cord-117778-8c4g4hqx 73 7 generation generation NN cord-117778-8c4g4hqx 73 8 time time NN cord-117778-8c4g4hqx 73 9 of of IN cord-117778-8c4g4hqx 73 10 infection infection NN cord-117778-8c4g4hqx 73 11 is be VBZ cord-117778-8c4g4hqx 73 12 known know VBN cord-117778-8c4g4hqx 73 13 and and CC cord-117778-8c4g4hqx 73 14 should should MD cord-117778-8c4g4hqx 73 15 be be VB cord-117778-8c4g4hqx 73 16 provided provide VBN cord-117778-8c4g4hqx 73 17 as as IN cord-117778-8c4g4hqx 73 18 input input NN cord-117778-8c4g4hqx 73 19 . . . cord-117778-8c4g4hqx 74 1 The the DT cord-117778-8c4g4hqx 74 2 mean mean JJ cord-117778-8c4g4hqx 74 3 generation generation NN cord-117778-8c4g4hqx 74 4 time time NN cord-117778-8c4g4hqx 74 5 for for IN cord-117778-8c4g4hqx 74 6 the the DT cord-117778-8c4g4hqx 74 7 Wuhan Wuhan NNP cord-117778-8c4g4hqx 74 8 has have VBZ cord-117778-8c4g4hqx 74 9 been be VBN cord-117778-8c4g4hqx 74 10 reported report VBN cord-117778-8c4g4hqx 74 11 as as IN cord-117778-8c4g4hqx 74 12 6.5 6.5 CD cord-117778-8c4g4hqx 74 13 days day NNS cord-117778-8c4g4hqx 74 14 , , , cord-117778-8c4g4hqx 74 15 [ [ -LRB- cord-117778-8c4g4hqx 74 16 6 6 CD cord-117778-8c4g4hqx 74 17 ] ] -RRB- cord-117778-8c4g4hqx 74 18 . . . cord-117778-8c4g4hqx 75 1 In in IN cord-117778-8c4g4hqx 75 2 this this DT cord-117778-8c4g4hqx 75 3 paper paper NN cord-117778-8c4g4hqx 75 4 , , , cord-117778-8c4g4hqx 75 5 we -PRON- PRP cord-117778-8c4g4hqx 75 6 assume assume VBP cord-117778-8c4g4hqx 75 7 the the DT cord-117778-8c4g4hqx 75 8 generation generation NN cord-117778-8c4g4hqx 75 9 time time NN cord-117778-8c4g4hqx 75 10 follows follow VBZ cord-117778-8c4g4hqx 75 11 Gamma Gamma NNP cord-117778-8c4g4hqx 75 12 distribution distribution NN cord-117778-8c4g4hqx 75 13 and and CC cord-117778-8c4g4hqx 75 14 we -PRON- PRP cord-117778-8c4g4hqx 75 15 estimated estimate VBD cord-117778-8c4g4hqx 75 16 the the DT cord-117778-8c4g4hqx 75 17 mean mean NN cord-117778-8c4g4hqx 75 18 and and CC cord-117778-8c4g4hqx 75 19 shape shape NN cord-117778-8c4g4hqx 75 20 parameter parameter NN cord-117778-8c4g4hqx 75 21 of of IN cord-117778-8c4g4hqx 75 22 the the DT cord-117778-8c4g4hqx 75 23 Gamma Gamma NNP cord-117778-8c4g4hqx 75 24 distribution distribution NN cord-117778-8c4g4hqx 75 25 using use VBG cord-117778-8c4g4hqx 75 26 data datum NNS cord-117778-8c4g4hqx 75 27 . . . cord-117778-8c4g4hqx 76 1 Our -PRON- PRP$ cord-117778-8c4g4hqx 76 2 estimated estimated JJ cord-117778-8c4g4hqx 76 3 mean mean JJ cord-117778-8c4g4hqx 76 4 generation generation NN cord-117778-8c4g4hqx 76 5 time time NN cord-117778-8c4g4hqx 76 6 for for IN cord-117778-8c4g4hqx 76 7 Hubei Hubei NNP cord-117778-8c4g4hqx 76 8 province province NN cord-117778-8c4g4hqx 76 9 turns turn VBZ cord-117778-8c4g4hqx 76 10 out out RP cord-117778-8c4g4hqx 76 11 to to TO cord-117778-8c4g4hqx 76 12 be be VB cord-117778-8c4g4hqx 76 13 6.7 6.7 CD cord-117778-8c4g4hqx 76 14 , , , cord-117778-8c4g4hqx 76 15 presented present VBN cord-117778-8c4g4hqx 76 16 in in IN cord-117778-8c4g4hqx 76 17 the the DT cord-117778-8c4g4hqx 76 18 Table Table NNP cord-117778-8c4g4hqx 76 19 1 1 CD cord-117778-8c4g4hqx 76 20 . . . cord-117778-8c4g4hqx 77 1 On on IN cord-117778-8c4g4hqx 77 2 the the DT cord-117778-8c4g4hqx 77 3 recovery recovery NN cord-117778-8c4g4hqx 77 4 from from IN cord-117778-8c4g4hqx 77 5 infection infection NN cord-117778-8c4g4hqx 77 6 , , , cord-117778-8c4g4hqx 77 7 we -PRON- PRP cord-117778-8c4g4hqx 77 8 assume assume VBP cord-117778-8c4g4hqx 77 9 the the DT cord-117778-8c4g4hqx 77 10 individuals individual NNS cord-117778-8c4g4hqx 77 11 are be VBP cord-117778-8c4g4hqx 77 12 assumed assume VBN cord-117778-8c4g4hqx 77 13 to to TO cord-117778-8c4g4hqx 77 14 be be VB cord-117778-8c4g4hqx 77 15 immune immune JJ cord-117778-8c4g4hqx 77 16 to to TO cord-117778-8c4g4hqx 77 17 re re NN cord-117778-8c4g4hqx 77 18 - - NN cord-117778-8c4g4hqx 77 19 infection infection NN cord-117778-8c4g4hqx 77 20 in in IN cord-117778-8c4g4hqx 77 21 the the DT cord-117778-8c4g4hqx 77 22 short short JJ cord-117778-8c4g4hqx 77 23 term term NN cord-117778-8c4g4hqx 77 24 . . . cord-117778-8c4g4hqx 78 1 This this DT cord-117778-8c4g4hqx 78 2 assumption assumption NN cord-117778-8c4g4hqx 78 3 is be VBZ cord-117778-8c4g4hqx 78 4 same same JJ cord-117778-8c4g4hqx 78 5 as as IN cord-117778-8c4g4hqx 78 6 [ [ -LRB- cord-117778-8c4g4hqx 78 7 5 5 CD cord-117778-8c4g4hqx 78 8 ] ] -RRB- cord-117778-8c4g4hqx 78 9 . . . cord-117778-8c4g4hqx 79 1 Currently currently RB cord-117778-8c4g4hqx 79 2 , , , cord-117778-8c4g4hqx 79 3 we -PRON- PRP cord-117778-8c4g4hqx 79 4 are be VBP cord-117778-8c4g4hqx 79 5 deploying deploy VBG cord-117778-8c4g4hqx 79 6 a a DT cord-117778-8c4g4hqx 79 7 grid grid NN cord-117778-8c4g4hqx 79 8 search search NN cord-117778-8c4g4hqx 79 9 method method NN cord-117778-8c4g4hqx 79 10 over over IN cord-117778-8c4g4hqx 79 11 the the DT cord-117778-8c4g4hqx 79 12 mean mean NN cord-117778-8c4g4hqx 79 13 and and CC cord-117778-8c4g4hqx 79 14 shape shape NN cord-117778-8c4g4hqx 79 15 of of IN cord-117778-8c4g4hqx 79 16 the the DT cord-117778-8c4g4hqx 79 17 Gamma Gamma NNP cord-117778-8c4g4hqx 79 18 distribution distribution NN cord-117778-8c4g4hqx 79 19 for for IN cord-117778-8c4g4hqx 79 20 the the DT cord-117778-8c4g4hqx 79 21 time time NN cord-117778-8c4g4hqx 79 22 generation generation NN cord-117778-8c4g4hqx 79 23 process process NN cord-117778-8c4g4hqx 79 24 . . . cord-117778-8c4g4hqx 80 1 For for IN cord-117778-8c4g4hqx 80 2 a a DT cord-117778-8c4g4hqx 80 3 particular particular JJ cord-117778-8c4g4hqx 80 4 choice choice NN cord-117778-8c4g4hqx 80 5 of of IN cord-117778-8c4g4hqx 80 6 the the DT cord-117778-8c4g4hqx 80 7 mean mean NN cord-117778-8c4g4hqx 80 8 ( ( -LRB- cord-117778-8c4g4hqx 80 9 µ µ NN cord-117778-8c4g4hqx 80 10 ) ) -RRB- cord-117778-8c4g4hqx 80 11 and and CC cord-117778-8c4g4hqx 80 12 shape shape NN cord-117778-8c4g4hqx 80 13 ( ( -LRB- cord-117778-8c4g4hqx 80 14 κ κ NN cord-117778-8c4g4hqx 80 15 ) ) -RRB- cord-117778-8c4g4hqx 80 16 parameter parameter NN cord-117778-8c4g4hqx 80 17 , , , cord-117778-8c4g4hqx 80 18 we -PRON- PRP cord-117778-8c4g4hqx 80 19 generate generate VBP cord-117778-8c4g4hqx 80 20 the the DT cord-117778-8c4g4hqx 80 21 time time NN cord-117778-8c4g4hqx 80 22 and and CC cord-117778-8c4g4hqx 80 23 then then RB cord-117778-8c4g4hqx 80 24 given give VBN cord-117778-8c4g4hqx 80 25 that that IN cord-117778-8c4g4hqx 80 26 as as IN cord-117778-8c4g4hqx 80 27 input input NN cord-117778-8c4g4hqx 80 28 we -PRON- PRP cord-117778-8c4g4hqx 80 29 estimate estimate VBP cord-117778-8c4g4hqx 80 30 the the DT cord-117778-8c4g4hqx 80 31 R r NN cord-117778-8c4g4hqx 80 32 0 0 NFP cord-117778-8c4g4hqx 80 33 using use VBG cord-117778-8c4g4hqx 80 34 the the DT cord-117778-8c4g4hqx 80 35 ' ' `` cord-117778-8c4g4hqx 80 36 R0 R0 NNP cord-117778-8c4g4hqx 80 37 ' ' '' cord-117778-8c4g4hqx 80 38 package package NN cord-117778-8c4g4hqx 80 39 in in IN cord-117778-8c4g4hqx 80 40 R. R. NNP cord-117778-8c4g4hqx 81 1 Then then RB cord-117778-8c4g4hqx 81 2 for for IN cord-117778-8c4g4hqx 81 3 an an DT cord-117778-8c4g4hqx 81 4 estimated estimate VBN cord-117778-8c4g4hqx 81 5 R r NN cord-117778-8c4g4hqx 81 6 0 0 CD cord-117778-8c4g4hqx 81 7 and and CC cord-117778-8c4g4hqx 81 8 γ γ NNP cord-117778-8c4g4hqx 81 9 ( ( -LRB- cord-117778-8c4g4hqx 81 10 assumed assume VBN cord-117778-8c4g4hqx 81 11 to to TO cord-117778-8c4g4hqx 81 12 be be VB cord-117778-8c4g4hqx 81 13 1/14 1/14 CD cord-117778-8c4g4hqx 81 14 ) ) -RRB- cord-117778-8c4g4hqx 81 15 , , , cord-117778-8c4g4hqx 81 16 we -PRON- PRP cord-117778-8c4g4hqx 81 17 simulate simulate VBP cord-117778-8c4g4hqx 81 18 the the DT cord-117778-8c4g4hqx 81 19 disease disease NN cord-117778-8c4g4hqx 81 20 progression progression NN cord-117778-8c4g4hqx 81 21 , , , cord-117778-8c4g4hqx 81 22 for for IN cord-117778-8c4g4hqx 81 23 the the DT cord-117778-8c4g4hqx 81 24 period period NN cord-117778-8c4g4hqx 81 25 , , , cord-117778-8c4g4hqx 81 26 for for IN cord-117778-8c4g4hqx 81 27 which which WDT cord-117778-8c4g4hqx 81 28 we -PRON- PRP cord-117778-8c4g4hqx 81 29 observed observe VBD cord-117778-8c4g4hqx 81 30 the the DT cord-117778-8c4g4hqx 81 31 new new JJ cord-117778-8c4g4hqx 81 32 incidences incidence NNS cord-117778-8c4g4hqx 81 33 . . . cord-117778-8c4g4hqx 82 1 Then then RB cord-117778-8c4g4hqx 82 2 we -PRON- PRP cord-117778-8c4g4hqx 82 3 calculate calculate VBP cord-117778-8c4g4hqx 82 4 the the DT cord-117778-8c4g4hqx 82 5 Mean Mean NNP cord-117778-8c4g4hqx 82 6 Square Square NNP cord-117778-8c4g4hqx 82 7 Error Error NNP cord-117778-8c4g4hqx 82 8 ( ( -LRB- cord-117778-8c4g4hqx 82 9 MSE MSE NNP cord-117778-8c4g4hqx 82 10 ) ) -RRB- cord-117778-8c4g4hqx 82 11 in in IN cord-117778-8c4g4hqx 82 12 the the DT cord-117778-8c4g4hqx 82 13 following following JJ cord-117778-8c4g4hqx 82 14 way way NN cord-117778-8c4g4hqx 82 15 : : : cord-117778-8c4g4hqx 82 16 whereÎ(t whereÎ(t NNP cord-117778-8c4g4hqx 82 17 ) ) -RRB- cord-117778-8c4g4hqx 82 18 is be VBZ cord-117778-8c4g4hqx 82 19 the the DT cord-117778-8c4g4hqx 82 20 new new JJ cord-117778-8c4g4hqx 82 21 incidence incidence NN cord-117778-8c4g4hqx 82 22 estimated estimate VBN cord-117778-8c4g4hqx 82 23 from from IN cord-117778-8c4g4hqx 82 24 SIR SIR NNP cord-117778-8c4g4hqx 82 25 model model NN cord-117778-8c4g4hqx 82 26 described describe VBN cord-117778-8c4g4hqx 82 27 in in IN cord-117778-8c4g4hqx 82 28 ( ( -LRB- cord-117778-8c4g4hqx 82 29 1 1 CD cord-117778-8c4g4hqx 82 30 ) ) -RRB- cord-117778-8c4g4hqx 82 31 at at IN cord-117778-8c4g4hqx 82 32 time time NN cord-117778-8c4g4hqx 82 33 point point NN cord-117778-8c4g4hqx 82 34 t t NNP cord-117778-8c4g4hqx 82 35 , , , cord-117778-8c4g4hqx 82 36 and and CC cord-117778-8c4g4hqx 82 37 i i PRP cord-117778-8c4g4hqx 82 38 obs obs VBP cord-117778-8c4g4hqx 82 39 ( ( -LRB- cord-117778-8c4g4hqx 82 40 t t NN cord-117778-8c4g4hqx 82 41 ) ) -RRB- cord-117778-8c4g4hqx 82 42 is be VBZ cord-117778-8c4g4hqx 82 43 the the DT cord-117778-8c4g4hqx 82 44 actual actual JJ cord-117778-8c4g4hqx 82 45 incidence incidence NN cord-117778-8c4g4hqx 82 46 observed observe VBN cord-117778-8c4g4hqx 82 47 in in IN cord-117778-8c4g4hqx 82 48 the the DT cord-117778-8c4g4hqx 82 49 data datum NNS cord-117778-8c4g4hqx 82 50 at at IN cord-117778-8c4g4hqx 82 51 time time NN cord-117778-8c4g4hqx 82 52 point point NN cord-117778-8c4g4hqx 83 1 t. t. NNP cord-117778-8c4g4hqx 84 1 We -PRON- PRP cord-117778-8c4g4hqx 84 2 estimate estimate VBP cord-117778-8c4g4hqx 84 3 the the DT cord-117778-8c4g4hqx 84 4 mean mean JJ cord-117778-8c4g4hqx 84 5 parameter parameter NN cord-117778-8c4g4hqx 84 6 µ µ NN cord-117778-8c4g4hqx 84 7 and and CC cord-117778-8c4g4hqx 84 8 shape shape NN cord-117778-8c4g4hqx 84 9 parameter parameter NN cord-117778-8c4g4hqx 84 10 κ κ NN cord-117778-8c4g4hqx 84 11 for for IN cord-117778-8c4g4hqx 84 12 which which WDT cord-117778-8c4g4hqx 84 13 the the DT cord-117778-8c4g4hqx 84 14 MSE MSE NNP cord-117778-8c4g4hqx 84 15 in in IN cord-117778-8c4g4hqx 84 16 ( ( -LRB- cord-117778-8c4g4hqx 84 17 2 2 CD cord-117778-8c4g4hqx 84 18 ) ) -RRB- cord-117778-8c4g4hqx 84 19 is be VBZ cord-117778-8c4g4hqx 84 20 minimum minimum JJ cord-117778-8c4g4hqx 84 21 . . . cord-117778-8c4g4hqx 85 1 The the DT cord-117778-8c4g4hqx 85 2 , , , cord-117778-8c4g4hqx 85 3 for for IN cord-117778-8c4g4hqx 85 4 estimated estimate VBN cord-117778-8c4g4hqx 85 5 mean mean NN cord-117778-8c4g4hqx 85 6 and and CC cord-117778-8c4g4hqx 85 7 shape shape NN cord-117778-8c4g4hqx 85 8 parameter parameter NN cord-117778-8c4g4hqx 85 9 , , , cord-117778-8c4g4hqx 85 10 R r NN cord-117778-8c4g4hqx 85 11 0 0 CD cord-117778-8c4g4hqx 85 12 is be VBZ cord-117778-8c4g4hqx 85 13 estimated estimate VBN cord-117778-8c4g4hqx 85 14 using use VBG cord-117778-8c4g4hqx 85 15 the the DT cord-117778-8c4g4hqx 85 16 ' ' `` cord-117778-8c4g4hqx 85 17 R0 R0 NNP cord-117778-8c4g4hqx 85 18 ' ' '' cord-117778-8c4g4hqx 85 19 package package NN cord-117778-8c4g4hqx 85 20 . . . cord-117778-8c4g4hqx 86 1 The the DT cord-117778-8c4g4hqx 86 2 infection infection NN cord-117778-8c4g4hqx 86 3 rate rate NN cord-117778-8c4g4hqx 86 4 of of IN cord-117778-8c4g4hqx 86 5 a a DT cord-117778-8c4g4hqx 86 6 typical typical JJ cord-117778-8c4g4hqx 86 7 epidemic epidemic NN cord-117778-8c4g4hqx 86 8 reaches reach VBZ cord-117778-8c4g4hqx 86 9 its -PRON- PRP$ cord-117778-8c4g4hqx 86 10 peak peak NN cord-117778-8c4g4hqx 86 11 and and CC cord-117778-8c4g4hqx 86 12 then then RB cord-117778-8c4g4hqx 86 13 it -PRON- PRP cord-117778-8c4g4hqx 86 14 slows slow VBZ cord-117778-8c4g4hqx 86 15 down down RB cord-117778-8c4g4hqx 86 16 . . . cord-117778-8c4g4hqx 87 1 The the DT cord-117778-8c4g4hqx 87 2 SIR SIR NNP cord-117778-8c4g4hqx 87 3 model model NN cord-117778-8c4g4hqx 87 4 predicts predict VBZ cord-117778-8c4g4hqx 87 5 when when WRB cord-117778-8c4g4hqx 87 6 that that DT cord-117778-8c4g4hqx 87 7 peak peak NN cord-117778-8c4g4hqx 87 8 will will MD cord-117778-8c4g4hqx 87 9 be be VB cord-117778-8c4g4hqx 87 10 reached reach VBN cord-117778-8c4g4hqx 87 11 very very RB cord-117778-8c4g4hqx 87 12 well well RB cord-117778-8c4g4hqx 87 13 because because IN cord-117778-8c4g4hqx 87 14 it -PRON- PRP cord-117778-8c4g4hqx 87 15 captures capture VBZ cord-117778-8c4g4hqx 87 16 the the DT cord-117778-8c4g4hqx 87 17 inherent inherent JJ cord-117778-8c4g4hqx 87 18 dynamism dynamism NN cord-117778-8c4g4hqx 87 19 of of IN cord-117778-8c4g4hqx 87 20 the the DT cord-117778-8c4g4hqx 87 21 epidemic epidemic NN cord-117778-8c4g4hqx 87 22 . . . cord-117778-8c4g4hqx 88 1 However however RB cord-117778-8c4g4hqx 88 2 , , , cord-117778-8c4g4hqx 88 3 the the DT cord-117778-8c4g4hqx 88 4 SIR SIR NNP cord-117778-8c4g4hqx 88 5 model model NN cord-117778-8c4g4hqx 88 6 is be VBZ cord-117778-8c4g4hqx 88 7 not not RB cord-117778-8c4g4hqx 88 8 helpful helpful JJ cord-117778-8c4g4hqx 88 9 for for IN cord-117778-8c4g4hqx 88 10 short short JJ cord-117778-8c4g4hqx 88 11 and and CC cord-117778-8c4g4hqx 88 12 medium medium JJ cord-117778-8c4g4hqx 88 13 - - HYPH cord-117778-8c4g4hqx 88 14 term term NN cord-117778-8c4g4hqx 88 15 predictions prediction NNS cord-117778-8c4g4hqx 88 16 . . . cord-117778-8c4g4hqx 89 1 We -PRON- PRP cord-117778-8c4g4hqx 89 2 also also RB cord-117778-8c4g4hqx 89 3 need need VBP cord-117778-8c4g4hqx 89 4 short short JJ cord-117778-8c4g4hqx 89 5 and and CC cord-117778-8c4g4hqx 89 6 medium medium JJ cord-117778-8c4g4hqx 89 7 - - HYPH cord-117778-8c4g4hqx 89 8 term term NN cord-117778-8c4g4hqx 89 9 prediction prediction NN cord-117778-8c4g4hqx 89 10 , , , cord-117778-8c4g4hqx 89 11 to to TO cord-117778-8c4g4hqx 89 12 predict predict VB cord-117778-8c4g4hqx 89 13 the the DT cord-117778-8c4g4hqx 89 14 cases case NNS cord-117778-8c4g4hqx 89 15 as as RB cord-117778-8c4g4hqx 89 16 quickly quickly RB cord-117778-8c4g4hqx 89 17 as as IN cord-117778-8c4g4hqx 89 18 possible possible JJ cord-117778-8c4g4hqx 89 19 so so IN cord-117778-8c4g4hqx 89 20 that that IN cord-117778-8c4g4hqx 89 21 the the DT cord-117778-8c4g4hqx 89 22 health health NN cord-117778-8c4g4hqx 89 23 officials official NNS cord-117778-8c4g4hqx 89 24 can can MD cord-117778-8c4g4hqx 89 25 take take VB cord-117778-8c4g4hqx 89 26 the the DT cord-117778-8c4g4hqx 89 27 appropriate appropriate JJ cord-117778-8c4g4hqx 89 28 decision decision NN cord-117778-8c4g4hqx 89 29 . . . cord-117778-8c4g4hqx 90 1 The the DT cord-117778-8c4g4hqx 90 2 Statistical Statistical NNP cord-117778-8c4g4hqx 90 3 Machine machine NN cord-117778-8c4g4hqx 90 4 Learning Learning NNP cord-117778-8c4g4hqx 90 5 ( ( -LRB- cord-117778-8c4g4hqx 90 6 SML SML NNP cord-117778-8c4g4hqx 90 7 ) ) -RRB- cord-117778-8c4g4hqx 90 8 models model NNS cord-117778-8c4g4hqx 90 9 are be VBP cord-117778-8c4g4hqx 90 10 most most RBS cord-117778-8c4g4hqx 90 11 popular popular JJ cord-117778-8c4g4hqx 90 12 for for IN cord-117778-8c4g4hqx 90 13 its -PRON- PRP$ cord-117778-8c4g4hqx 90 14 prediction prediction NN cord-117778-8c4g4hqx 90 15 accuracy accuracy NN cord-117778-8c4g4hqx 90 16 from from IN cord-117778-8c4g4hqx 90 17 short short JJ cord-117778-8c4g4hqx 90 18 to to IN cord-117778-8c4g4hqx 90 19 medium medium JJ cord-117778-8c4g4hqx 90 20 term term NN cord-117778-8c4g4hqx 90 21 , , , cord-117778-8c4g4hqx 90 22 [ [ -LRB- cord-117778-8c4g4hqx 90 23 9 9 CD cord-117778-8c4g4hqx 90 24 ] ] -RRB- cord-117778-8c4g4hqx 90 25 . . . cord-117778-8c4g4hqx 91 1 Consequently consequently RB cord-117778-8c4g4hqx 91 2 , , , cord-117778-8c4g4hqx 91 3 SML SML NNP cord-117778-8c4g4hqx 91 4 and and CC cord-117778-8c4g4hqx 91 5 SIR SIR NNP cord-117778-8c4g4hqx 91 6 models model NNS cord-117778-8c4g4hqx 91 7 complement complement VBP cord-117778-8c4g4hqx 91 8 each each DT cord-117778-8c4g4hqx 91 9 other other JJ cord-117778-8c4g4hqx 91 10 . . . cord-117778-8c4g4hqx 92 1 Note note VB cord-117778-8c4g4hqx 92 2 that that IN cord-117778-8c4g4hqx 92 3 the the DT cord-117778-8c4g4hqx 92 4 SML SML NNP cord-117778-8c4g4hqx 92 5 does do VBZ cord-117778-8c4g4hqx 92 6 not not RB cord-117778-8c4g4hqx 92 7 do do VB cord-117778-8c4g4hqx 92 8 well well RB cord-117778-8c4g4hqx 92 9 in in IN cord-117778-8c4g4hqx 92 10 long long JJ cord-117778-8c4g4hqx 92 11 term term NN cord-117778-8c4g4hqx 92 12 prediction prediction NN cord-117778-8c4g4hqx 92 13 , , , cord-117778-8c4g4hqx 92 14 particularly particularly RB cord-117778-8c4g4hqx 92 15 it -PRON- PRP cord-117778-8c4g4hqx 92 16 can can MD cord-117778-8c4g4hqx 92 17 not not RB cord-117778-8c4g4hqx 92 18 predict predict VB cord-117778-8c4g4hqx 92 19 when when WRB cord-117778-8c4g4hqx 92 20 it -PRON- PRP cord-117778-8c4g4hqx 92 21 will will MD cord-117778-8c4g4hqx 92 22 reach reach VB cord-117778-8c4g4hqx 92 23 the the DT cord-117778-8c4g4hqx 92 24 peak peak NN cord-117778-8c4g4hqx 92 25 . . . cord-117778-8c4g4hqx 93 1 Under under IN cord-117778-8c4g4hqx 93 2 this this DT cord-117778-8c4g4hqx 93 3 understanding understanding NN cord-117778-8c4g4hqx 93 4 , , , cord-117778-8c4g4hqx 93 5 we -PRON- PRP cord-117778-8c4g4hqx 93 6 develop develop VBP cord-117778-8c4g4hqx 93 7 traditional traditional JJ cord-117778-8c4g4hqx 93 8 SML SML NNP cord-117778-8c4g4hqx 93 9 models model NNS cord-117778-8c4g4hqx 93 10 and and CC cord-117778-8c4g4hqx 93 11 not not RB cord-117778-8c4g4hqx 93 12 deep deep JJ cord-117778-8c4g4hqx 93 13 learning learning NN cord-117778-8c4g4hqx 93 14 models model NNS cord-117778-8c4g4hqx 93 15 . . . cord-117778-8c4g4hqx 94 1 We -PRON- PRP cord-117778-8c4g4hqx 94 2 refrain refrain VBP cord-117778-8c4g4hqx 94 3 to to TO cord-117778-8c4g4hqx 94 4 develop develop VB cord-117778-8c4g4hqx 94 5 deep deep JJ cord-117778-8c4g4hqx 94 6 learning learning NN cord-117778-8c4g4hqx 94 7 type type NN cord-117778-8c4g4hqx 94 8 models model NNS cord-117778-8c4g4hqx 94 9 because because IN cord-117778-8c4g4hqx 94 10 we -PRON- PRP cord-117778-8c4g4hqx 94 11 need need VBP cord-117778-8c4g4hqx 94 12 a a DT cord-117778-8c4g4hqx 94 13 lot lot NN cord-117778-8c4g4hqx 94 14 of of IN cord-117778-8c4g4hqx 94 15 data datum NNS cord-117778-8c4g4hqx 94 16 . . . cord-117778-8c4g4hqx 95 1 However however RB cord-117778-8c4g4hqx 95 2 , , , cord-117778-8c4g4hqx 95 3 in in IN cord-117778-8c4g4hqx 95 4 epidemiology epidemiology NN cord-117778-8c4g4hqx 95 5 , , , cord-117778-8c4g4hqx 95 6 we -PRON- PRP cord-117778-8c4g4hqx 95 7 do do VBP cord-117778-8c4g4hqx 95 8 not not RB cord-117778-8c4g4hqx 95 9 have have VB cord-117778-8c4g4hqx 95 10 such such JJ cord-117778-8c4g4hqx 95 11 kind kind NN cord-117778-8c4g4hqx 95 12 of of IN cord-117778-8c4g4hqx 95 13 big big JJ cord-117778-8c4g4hqx 95 14 data datum NNS cord-117778-8c4g4hqx 95 15 . . . cord-117778-8c4g4hqx 96 1 In in IN cord-117778-8c4g4hqx 96 2 addition addition NN cord-117778-8c4g4hqx 96 3 , , , cord-117778-8c4g4hqx 96 4 the the DT cord-117778-8c4g4hqx 96 5 literature literature NN cord-117778-8c4g4hqx 96 6 on on IN cord-117778-8c4g4hqx 96 7 how how WRB cord-117778-8c4g4hqx 96 8 to to TO cord-117778-8c4g4hqx 96 9 adopt adopt VB cord-117778-8c4g4hqx 96 10 deep deep RB cord-117778-8c4g4hqx 96 11 - - HYPH cord-117778-8c4g4hqx 96 12 learning learn VBG cord-117778-8c4g4hqx 96 13 for for IN cord-117778-8c4g4hqx 96 14 small small JJ cord-117778-8c4g4hqx 96 15 data datum NNS cord-117778-8c4g4hqx 96 16 is be VBZ cord-117778-8c4g4hqx 96 17 not not RB cord-117778-8c4g4hqx 96 18 sufficient sufficient JJ cord-117778-8c4g4hqx 96 19 yet yet RB cord-117778-8c4g4hqx 96 20 . . . cord-117778-8c4g4hqx 97 1 Therefore therefore RB cord-117778-8c4g4hqx 97 2 we -PRON- PRP cord-117778-8c4g4hqx 97 3 refrain refrain VBP cord-117778-8c4g4hqx 97 4 from from IN cord-117778-8c4g4hqx 97 5 developing develop VBG cord-117778-8c4g4hqx 97 6 deep deep JJ cord-117778-8c4g4hqx 97 7 learning learning NN cord-117778-8c4g4hqx 97 8 models model NNS cord-117778-8c4g4hqx 97 9 and and CC cord-117778-8c4g4hqx 97 10 we -PRON- PRP cord-117778-8c4g4hqx 97 11 develop develop VBP cord-117778-8c4g4hqx 97 12 the the DT cord-117778-8c4g4hqx 97 13 traditional traditional JJ cord-117778-8c4g4hqx 97 14 regression regression NN cord-117778-8c4g4hqx 97 15 type type NN cord-117778-8c4g4hqx 97 16 SML SML NNP cord-117778-8c4g4hqx 97 17 model model NN cord-117778-8c4g4hqx 97 18 , , , cord-117778-8c4g4hqx 97 19 for for IN cord-117778-8c4g4hqx 97 20 short short JJ cord-117778-8c4g4hqx 97 21 to to IN cord-117778-8c4g4hqx 97 22 medium medium JJ cord-117778-8c4g4hqx 97 23 type type NN cord-117778-8c4g4hqx 97 24 prediction prediction NN cord-117778-8c4g4hqx 97 25 . . . cord-117778-8c4g4hqx 98 1 As as IN cord-117778-8c4g4hqx 98 2 different different JJ cord-117778-8c4g4hqx 98 3 countries country NNS cord-117778-8c4g4hqx 98 4 or or CC cord-117778-8c4g4hqx 98 5 provinces province NNS cord-117778-8c4g4hqx 98 6 population population NN cord-117778-8c4g4hqx 98 7 levels level NNS cord-117778-8c4g4hqx 98 8 are be VBP cord-117778-8c4g4hqx 98 9 different different JJ cord-117778-8c4g4hqx 98 10 ; ; : cord-117778-8c4g4hqx 98 11 we -PRON- PRP cord-117778-8c4g4hqx 98 12 consider consider VBP cord-117778-8c4g4hqx 98 13 the the DT cord-117778-8c4g4hqx 98 14 our -PRON- PRP$ cord-117778-8c4g4hqx 98 15 variable variable NN cord-117778-8c4g4hqx 98 16 to to TO cord-117778-8c4g4hqx 98 17 analyze analyze VB cord-117778-8c4g4hqx 98 18 as as IN cord-117778-8c4g4hqx 98 19 cases case NNS cord-117778-8c4g4hqx 98 20 per per IN cord-117778-8c4g4hqx 98 21 100,000 100,000 CD cord-117778-8c4g4hqx 98 22 ( ( -LRB- cord-117778-8c4g4hqx 98 23 aka aka RB cord-117778-8c4g4hqx 98 24 . . . cord-117778-8c4g4hqx 98 25 , , , cord-117778-8c4g4hqx 98 26 Rate rate NN cord-117778-8c4g4hqx 98 27 ) ) -RRB- cord-117778-8c4g4hqx 98 28 , , , cord-117778-8c4g4hqx 98 29 × × NNP cord-117778-8c4g4hqx 98 30 100 100 CD cord-117778-8c4g4hqx 98 31 , , , cord-117778-8c4g4hqx 98 32 000 000 CD cord-117778-8c4g4hqx 98 33 . . . cord-117778-8c4g4hqx 99 1 The the DT cord-117778-8c4g4hqx 99 2 we -PRON- PRP cord-117778-8c4g4hqx 99 3 model model VBP cord-117778-8c4g4hqx 99 4 the the DT cord-117778-8c4g4hqx 99 5 Rate rate NN cord-117778-8c4g4hqx 99 6 as as IN cord-117778-8c4g4hqx 99 7 a a DT cord-117778-8c4g4hqx 99 8 function function NN cord-117778-8c4g4hqx 99 9 of of IN cord-117778-8c4g4hqx 99 10 time time NN cord-117778-8c4g4hqx 99 11 , , , cord-117778-8c4g4hqx 99 12 country country NN cord-117778-8c4g4hqx 99 13 and and CC cord-117778-8c4g4hqx 99 14 time time NN cord-117778-8c4g4hqx 99 15 - - HYPH cord-117778-8c4g4hqx 99 16 country country NN cord-117778-8c4g4hqx 99 17 interaction interaction NN cord-117778-8c4g4hqx 99 18 in in IN cord-117778-8c4g4hqx 99 19 the the DT cord-117778-8c4g4hqx 99 20 following following JJ cord-117778-8c4g4hqx 99 21 way way NN cord-117778-8c4g4hqx 99 22 : : : cord-117778-8c4g4hqx 100 1 where where WRB cord-117778-8c4g4hqx 100 2 Rate rate NN cord-117778-8c4g4hqx 100 3 it -PRON- PRP cord-117778-8c4g4hqx 100 4 is be VBZ cord-117778-8c4g4hqx 100 5 the the DT cord-117778-8c4g4hqx 100 6 Rate rate NN cord-117778-8c4g4hqx 100 7 of of IN cord-117778-8c4g4hqx 100 8 the the DT cord-117778-8c4g4hqx 100 9 i i PRP cord-117778-8c4g4hqx 100 10 th th XX cord-117778-8c4g4hqx 100 11 country country NN cord-117778-8c4g4hqx 100 12 at at IN cord-117778-8c4g4hqx 100 13 the the DT cord-117778-8c4g4hqx 100 14 t t NN cord-117778-8c4g4hqx 100 15 th th XX cord-117778-8c4g4hqx 100 16 time time NN cord-117778-8c4g4hqx 100 17 point point NN cord-117778-8c4g4hqx 100 18 , , , cord-117778-8c4g4hqx 100 19 α α NN cord-117778-8c4g4hqx 100 20 i i PRP cord-117778-8c4g4hqx 100 21 is be VBZ cord-117778-8c4g4hqx 100 22 the the DT cord-117778-8c4g4hqx 100 23 effect effect NN cord-117778-8c4g4hqx 100 24 of of IN cord-117778-8c4g4hqx 100 25 i i PRP cord-117778-8c4g4hqx 100 26 th th XX cord-117778-8c4g4hqx 100 27 country country NN cord-117778-8c4g4hqx 100 28 , , , cord-117778-8c4g4hqx 101 1 α α NNP cord-117778-8c4g4hqx 101 2 i i PRP cord-117778-8c4g4hqx 101 3 t t NN cord-117778-8c4g4hqx 101 4 is be VBZ cord-117778-8c4g4hqx 101 5 the the DT cord-117778-8c4g4hqx 101 6 linear linear JJ cord-117778-8c4g4hqx 101 7 effect effect NN cord-117778-8c4g4hqx 101 8 of of IN cord-117778-8c4g4hqx 101 9 time time NN cord-117778-8c4g4hqx 101 10 on on IN cord-117778-8c4g4hqx 101 11 the the DT cord-117778-8c4g4hqx 101 12 Rate rate NN cord-117778-8c4g4hqx 101 13 of of IN cord-117778-8c4g4hqx 101 14 the the DT cord-117778-8c4g4hqx 101 15 i i PRP cord-117778-8c4g4hqx 101 16 th th XX cord-117778-8c4g4hqx 101 17 country country NN cord-117778-8c4g4hqx 101 18 , , , cord-117778-8c4g4hqx 101 19 α α NN cord-117778-8c4g4hqx 101 20 i i PRP cord-117778-8c4g4hqx 101 21 t t NN cord-117778-8c4g4hqx 101 22 2 2 CD cord-117778-8c4g4hqx 101 23 is be VBZ cord-117778-8c4g4hqx 101 24 the the DT cord-117778-8c4g4hqx 101 25 quadratic quadratic JJ cord-117778-8c4g4hqx 101 26 effect effect NN cord-117778-8c4g4hqx 101 27 of of IN cord-117778-8c4g4hqx 101 28 time time NN cord-117778-8c4g4hqx 101 29 on on IN cord-117778-8c4g4hqx 101 30 the the DT cord-117778-8c4g4hqx 101 31 Rate rate NN cord-117778-8c4g4hqx 101 32 of of IN cord-117778-8c4g4hqx 101 33 the the DT cord-117778-8c4g4hqx 101 34 i i PRP cord-117778-8c4g4hqx 101 35 th th XX cord-117778-8c4g4hqx 101 36 country country NN cord-117778-8c4g4hqx 101 37 . . . cord-117778-8c4g4hqx 102 1 We -PRON- PRP cord-117778-8c4g4hqx 102 2 considered consider VBD cord-117778-8c4g4hqx 102 3 the the DT cord-117778-8c4g4hqx 102 4 following follow VBG cord-117778-8c4g4hqx 102 5 countries country NNS cord-117778-8c4g4hqx 102 6 in in IN cord-117778-8c4g4hqx 102 7 our -PRON- PRP$ cord-117778-8c4g4hqx 102 8 model model NN cord-117778-8c4g4hqx 102 9 : : : cord-117778-8c4g4hqx 102 10 ( ( -LRB- cord-117778-8c4g4hqx 102 11 1 1 LS cord-117778-8c4g4hqx 102 12 ) ) -RRB- cord-117778-8c4g4hqx 102 13 _SP cord-117778-8c4g4hqx 102 14 On on IN cord-117778-8c4g4hqx 102 15 March March NNP cord-117778-8c4g4hqx 102 16 24 24 CD cord-117778-8c4g4hqx 102 17 , , , cord-117778-8c4g4hqx 102 18 2020 2020 CD cord-117778-8c4g4hqx 102 19 , , , cord-117778-8c4g4hqx 102 20 India India NNP cord-117778-8c4g4hqx 102 21 announced announce VBD cord-117778-8c4g4hqx 102 22 the the DT cord-117778-8c4g4hqx 102 23 national national JJ cord-117778-8c4g4hqx 102 24 lockdown lockdown NN cord-117778-8c4g4hqx 102 25 of of IN cord-117778-8c4g4hqx 102 26 the the DT cord-117778-8c4g4hqx 102 27 nation nation NN cord-117778-8c4g4hqx 102 28 . . . cord-117778-8c4g4hqx 103 1 To to TO cord-117778-8c4g4hqx 103 2 measure measure VB cord-117778-8c4g4hqx 103 3 the the DT cord-117778-8c4g4hqx 103 4 effectiveness effectiveness NN cord-117778-8c4g4hqx 103 5 of of IN cord-117778-8c4g4hqx 103 6 the the DT cord-117778-8c4g4hqx 103 7 lockdown lockdown NN cord-117778-8c4g4hqx 103 8 , , , cord-117778-8c4g4hqx 103 9 we -PRON- PRP cord-117778-8c4g4hqx 103 10 used use VBD cord-117778-8c4g4hqx 103 11 all all DT cord-117778-8c4g4hqx 103 12 data datum NNS cord-117778-8c4g4hqx 103 13 up up IN cord-117778-8c4g4hqx 103 14 to to IN cord-117778-8c4g4hqx 103 15 March March NNP cord-117778-8c4g4hqx 103 16 24 24 CD cord-117778-8c4g4hqx 103 17 , , , cord-117778-8c4g4hqx 103 18 2020 2020 CD cord-117778-8c4g4hqx 103 19 , , , cord-117778-8c4g4hqx 103 20 to to TO cord-117778-8c4g4hqx 103 21 train train VB cord-117778-8c4g4hqx 103 22 the the DT cord-117778-8c4g4hqx 103 23 model model NN cord-117778-8c4g4hqx 103 24 and and CC cord-117778-8c4g4hqx 103 25 learn learn VB cord-117778-8c4g4hqx 103 26 the the DT cord-117778-8c4g4hqx 103 27 parameters parameter NNS cord-117778-8c4g4hqx 103 28 of of IN cord-117778-8c4g4hqx 103 29 the the DT cord-117778-8c4g4hqx 103 30 model model NN cord-117778-8c4g4hqx 103 31 . . . cord-117778-8c4g4hqx 104 1 Based base VBN cord-117778-8c4g4hqx 104 2 on on IN cord-117778-8c4g4hqx 104 3 the the DT cord-117778-8c4g4hqx 104 4 trained train VBN cord-117778-8c4g4hqx 104 5 model model NN cord-117778-8c4g4hqx 104 6 , , , cord-117778-8c4g4hqx 104 7 we -PRON- PRP cord-117778-8c4g4hqx 104 8 predict predict VBP cord-117778-8c4g4hqx 104 9 the the DT cord-117778-8c4g4hqx 104 10 disease disease NN cord-117778-8c4g4hqx 104 11 progression progression NN cord-117778-8c4g4hqx 104 12 path path NN cord-117778-8c4g4hqx 104 13 . . . cord-117778-8c4g4hqx 105 1 Since since IN cord-117778-8c4g4hqx 105 2 the the DT cord-117778-8c4g4hqx 105 3 incubation incubation NN cord-117778-8c4g4hqx 105 4 period period NN cord-117778-8c4g4hqx 105 5 of of IN cord-117778-8c4g4hqx 105 6 the the DT cord-117778-8c4g4hqx 105 7 COVID-19 covid-19 NN cord-117778-8c4g4hqx 105 8 is be VBZ cord-117778-8c4g4hqx 105 9 about about RB cord-117778-8c4g4hqx 105 10 14 14 CD cord-117778-8c4g4hqx 105 11 days day NNS cord-117778-8c4g4hqx 105 12 , , , cord-117778-8c4g4hqx 105 13 it -PRON- PRP cord-117778-8c4g4hqx 105 14 is be VBZ cord-117778-8c4g4hqx 105 15 likely likely JJ cord-117778-8c4g4hqx 105 16 that that IN cord-117778-8c4g4hqx 105 17 for for IN cord-117778-8c4g4hqx 105 18 14 14 CD cord-117778-8c4g4hqx 105 19 days day NNS cord-117778-8c4g4hqx 105 20 from from IN cord-117778-8c4g4hqx 105 21 the the DT cord-117778-8c4g4hqx 105 22 beginning beginning NN cord-117778-8c4g4hqx 105 23 of of IN cord-117778-8c4g4hqx 105 24 the the DT cord-117778-8c4g4hqx 105 25 lockdown lockdown NN cord-117778-8c4g4hqx 105 26 , , , cord-117778-8c4g4hqx 105 27 the the DT cord-117778-8c4g4hqx 105 28 disease disease NN cord-117778-8c4g4hqx 105 29 will will MD cord-117778-8c4g4hqx 105 30 follow follow VB cord-117778-8c4g4hqx 105 31 the the DT cord-117778-8c4g4hqx 105 32 predicted predict VBN cord-117778-8c4g4hqx 105 33 path path NN cord-117778-8c4g4hqx 105 34 and and CC cord-117778-8c4g4hqx 105 35 then then RB cord-117778-8c4g4hqx 105 36 , , , cord-117778-8c4g4hqx 105 37 it -PRON- PRP cord-117778-8c4g4hqx 105 38 will will MD cord-117778-8c4g4hqx 105 39 deviate deviate VB cord-117778-8c4g4hqx 105 40 down down RP cord-117778-8c4g4hqx 105 41 from from IN cord-117778-8c4g4hqx 105 42 the the DT cord-117778-8c4g4hqx 105 43 predicted predict VBN cord-117778-8c4g4hqx 105 44 path path NN cord-117778-8c4g4hqx 105 45 . . . cord-117778-8c4g4hqx 106 1 If if IN cord-117778-8c4g4hqx 106 2 the the DT cord-117778-8c4g4hqx 106 3 new new JJ cord-117778-8c4g4hqx 106 4 confirmed confirm VBN cord-117778-8c4g4hqx 106 5 cases case NNS cord-117778-8c4g4hqx 106 6 come come VBP cord-117778-8c4g4hqx 106 7 below below IN cord-117778-8c4g4hqx 106 8 the the DT cord-117778-8c4g4hqx 106 9 predicted predict VBN cord-117778-8c4g4hqx 106 10 path path NN cord-117778-8c4g4hqx 106 11 then then RB cord-117778-8c4g4hqx 106 12 we -PRON- PRP cord-117778-8c4g4hqx 106 13 will will MD cord-117778-8c4g4hqx 106 14 know know VB cord-117778-8c4g4hqx 106 15 that that DT cord-117778-8c4g4hqx 106 16 is be VBZ cord-117778-8c4g4hqx 106 17 due due JJ cord-117778-8c4g4hqx 106 18 to to IN cord-117778-8c4g4hqx 106 19 the the DT cord-117778-8c4g4hqx 106 20 effect effect NN cord-117778-8c4g4hqx 106 21 of of IN cord-117778-8c4g4hqx 106 22 lockdown lockdown NN cord-117778-8c4g4hqx 106 23 . . . cord-117778-8c4g4hqx 107 1 On on IN cord-117778-8c4g4hqx 107 2 the the DT cord-117778-8c4g4hqx 107 3 other other JJ cord-117778-8c4g4hqx 107 4 hand hand NN cord-117778-8c4g4hqx 107 5 , , , cord-117778-8c4g4hqx 107 6 if if IN cord-117778-8c4g4hqx 107 7 the the DT cord-117778-8c4g4hqx 107 8 disease disease NN cord-117778-8c4g4hqx 107 9 progression progression NN cord-117778-8c4g4hqx 107 10 stays stay VBZ cord-117778-8c4g4hqx 107 11 on on IN cord-117778-8c4g4hqx 107 12 the the DT cord-117778-8c4g4hqx 107 13 predicted predict VBN cord-117778-8c4g4hqx 107 14 path path NN cord-117778-8c4g4hqx 107 15 then then RB cord-117778-8c4g4hqx 107 16 we -PRON- PRP cord-117778-8c4g4hqx 107 17 will will MD cord-117778-8c4g4hqx 107 18 know know VB cord-117778-8c4g4hqx 107 19 the the DT cord-117778-8c4g4hqx 107 20 lockdown lockdown NN cord-117778-8c4g4hqx 107 21 did do VBD cord-117778-8c4g4hqx 107 22 not not RB cord-117778-8c4g4hqx 107 23 work work VB cord-117778-8c4g4hqx 107 24 . . . cord-117778-8c4g4hqx 108 1 If if IN cord-117778-8c4g4hqx 108 2 the the DT cord-117778-8c4g4hqx 108 3 disease disease NN cord-117778-8c4g4hqx 108 4 progression progression NN cord-117778-8c4g4hqx 108 5 comes come VBZ cord-117778-8c4g4hqx 108 6 above above IN cord-117778-8c4g4hqx 108 7 the the DT cord-117778-8c4g4hqx 108 8 predicted predict VBN cord-117778-8c4g4hqx 108 9 path path NN cord-117778-8c4g4hqx 108 10 then then RB cord-117778-8c4g4hqx 108 11 we -PRON- PRP cord-117778-8c4g4hqx 108 12 can can MD cord-117778-8c4g4hqx 108 13 say say VB cord-117778-8c4g4hqx 108 14 that that IN cord-117778-8c4g4hqx 108 15 the the DT cord-117778-8c4g4hqx 108 16 ground ground NN cord-117778-8c4g4hqx 108 17 situation situation NN cord-117778-8c4g4hqx 108 18 worsen worsen VBP cord-117778-8c4g4hqx 108 19 during during IN cord-117778-8c4g4hqx 108 20 the the DT cord-117778-8c4g4hqx 108 21 lockdown lockdown NN cord-117778-8c4g4hqx 108 22 . . . cord-117778-8c4g4hqx 109 1 Exploratory Exploratory NNP cord-117778-8c4g4hqx 109 2 Data Data NNP cord-117778-8c4g4hqx 109 3 Analysis Analysis NNP cord-117778-8c4g4hqx 109 4 ( ( -LRB- cord-117778-8c4g4hqx 109 5 EDA EDA NNP cord-117778-8c4g4hqx 109 6 ) ) -RRB- cord-117778-8c4g4hqx 109 7 is be VBZ cord-117778-8c4g4hqx 109 8 important important JJ cord-117778-8c4g4hqx 109 9 to to TO cord-117778-8c4g4hqx 109 10 develop develop VB cord-117778-8c4g4hqx 109 11 good good JJ cord-117778-8c4g4hqx 109 12 predictive predictive JJ cord-117778-8c4g4hqx 109 13 models model NNS cord-117778-8c4g4hqx 109 14 . . . cord-117778-8c4g4hqx 110 1 In in IN cord-117778-8c4g4hqx 110 2 the the DT cord-117778-8c4g4hqx 110 3 Figure figure NN cord-117778-8c4g4hqx 110 4 ( ( -LRB- cord-117778-8c4g4hqx 110 5 1 1 CD cord-117778-8c4g4hqx 110 6 ) ) -RRB- cord-117778-8c4g4hqx 110 7 , , , cord-117778-8c4g4hqx 110 8 we -PRON- PRP cord-117778-8c4g4hqx 110 9 plot plot VBP cord-117778-8c4g4hqx 110 10 the the DT cord-117778-8c4g4hqx 110 11 case case NN cord-117778-8c4g4hqx 110 12 per per IN cord-117778-8c4g4hqx 110 13 100,000 100,000 CD cord-117778-8c4g4hqx 110 14 ( ( -LRB- cord-117778-8c4g4hqx 110 15 aka aka RB cord-117778-8c4g4hqx 110 16 . . . cord-117778-8c4g4hqx 110 17 , , , cord-117778-8c4g4hqx 110 18 Rate rate NN cord-117778-8c4g4hqx 110 19 ) ) -RRB- cord-117778-8c4g4hqx 110 20 for for IN cord-117778-8c4g4hqx 110 21 US US NNP cord-117778-8c4g4hqx 110 22 , , , cord-117778-8c4g4hqx 110 23 EU EU NNP cord-117778-8c4g4hqx 110 24 and and CC cord-117778-8c4g4hqx 110 25 Iran Iran NNP cord-117778-8c4g4hqx 110 26 . . . cord-117778-8c4g4hqx 111 1 The the DT cord-117778-8c4g4hqx 111 2 worst worst RBS cord-117778-8c4g4hqx 111 3 - - HYPH cord-117778-8c4g4hqx 111 4 hit hit VBN cord-117778-8c4g4hqx 111 5 US US NNP cord-117778-8c4g4hqx 111 6 , , , cord-117778-8c4g4hqx 111 7 EU EU NNP cord-117778-8c4g4hqx 111 8 and and CC cord-117778-8c4g4hqx 111 9 Iran Iran NNP cord-117778-8c4g4hqx 111 10 's 's POS cord-117778-8c4g4hqx 111 11 rates rate NNS cord-117778-8c4g4hqx 111 12 are be VBP cord-117778-8c4g4hqx 111 13 in in IN cord-117778-8c4g4hqx 111 14 the the DT cord-117778-8c4g4hqx 111 15 range range NN cord-117778-8c4g4hqx 111 16 of of IN cord-117778-8c4g4hqx 111 17 70 70 CD cord-117778-8c4g4hqx 111 18 and and CC cord-117778-8c4g4hqx 111 19 250 250 CD cord-117778-8c4g4hqx 111 20 . . . cord-117778-8c4g4hqx 112 1 On on IN cord-117778-8c4g4hqx 112 2 the the DT cord-117778-8c4g4hqx 112 3 other other JJ cord-117778-8c4g4hqx 112 4 hand hand NN cord-117778-8c4g4hqx 112 5 , , , cord-117778-8c4g4hqx 112 6 disease disease NN cord-117778-8c4g4hqx 112 7 progression progression NN cord-117778-8c4g4hqx 112 8 among among IN cord-117778-8c4g4hqx 112 9 Asian asian JJ cord-117778-8c4g4hqx 112 10 countries country NNS cord-117778-8c4g4hqx 112 11 is be VBZ cord-117778-8c4g4hqx 112 12 very very RB cord-117778-8c4g4hqx 112 13 different different JJ cord-117778-8c4g4hqx 112 14 , , , cord-117778-8c4g4hqx 112 15 see see VB cord-117778-8c4g4hqx 112 16 Figure figure NN cord-117778-8c4g4hqx 112 17 ( ( -LRB- cord-117778-8c4g4hqx 112 18 2 2 CD cord-117778-8c4g4hqx 112 19 ) ) -RRB- cord-117778-8c4g4hqx 112 20 . . . cord-117778-8c4g4hqx 113 1 The the DT cord-117778-8c4g4hqx 113 2 disease disease NN cord-117778-8c4g4hqx 113 3 progression progression NN cord-117778-8c4g4hqx 113 4 for for IN cord-117778-8c4g4hqx 113 5 both both CC cord-117778-8c4g4hqx 113 6 India India NNP cord-117778-8c4g4hqx 113 7 and and CC cord-117778-8c4g4hqx 113 8 Japan Japan NNP cord-117778-8c4g4hqx 113 9 are be VBP cord-117778-8c4g4hqx 113 10 similar similar JJ cord-117778-8c4g4hqx 113 11 . . . cord-117778-8c4g4hqx 114 1 We -PRON- PRP cord-117778-8c4g4hqx 114 2 see see VBP cord-117778-8c4g4hqx 114 3 the the DT cord-117778-8c4g4hqx 114 4 exponential exponential JJ cord-117778-8c4g4hqx 114 5 rise rise NN cord-117778-8c4g4hqx 114 6 in in IN cord-117778-8c4g4hqx 114 7 India India NNP cord-117778-8c4g4hqx 114 8 and and CC cord-117778-8c4g4hqx 114 9 Japan Japan NNP cord-117778-8c4g4hqx 114 10 but but CC cord-117778-8c4g4hqx 114 11 at at IN cord-117778-8c4g4hqx 114 12 a a DT cord-117778-8c4g4hqx 114 13 very very RB cord-117778-8c4g4hqx 114 14 lower low JJR cord-117778-8c4g4hqx 114 15 rate rate NN cord-117778-8c4g4hqx 114 16 than than IN cord-117778-8c4g4hqx 114 17 the the DT cord-117778-8c4g4hqx 114 18 Western western JJ cord-117778-8c4g4hqx 114 19 nations nation NNS cord-117778-8c4g4hqx 114 20 . . . cord-117778-8c4g4hqx 115 1 China China NNP cord-117778-8c4g4hqx 115 2 has have VBZ cord-117778-8c4g4hqx 115 3 able able JJ cord-117778-8c4g4hqx 115 4 to to TO cord-117778-8c4g4hqx 115 5 flatten flatten VB cord-117778-8c4g4hqx 115 6 the the DT cord-117778-8c4g4hqx 115 7 curve curve NN cord-117778-8c4g4hqx 115 8 and and CC cord-117778-8c4g4hqx 115 9 South South NNP cord-117778-8c4g4hqx 115 10 Korea Korea NNP cord-117778-8c4g4hqx 115 11 was be VBD cord-117778-8c4g4hqx 115 12 able able JJ cord-117778-8c4g4hqx 115 13 to to TO cord-117778-8c4g4hqx 115 14 curb curb VB cord-117778-8c4g4hqx 115 15 the the DT cord-117778-8c4g4hqx 115 16 rise rise NN cord-117778-8c4g4hqx 115 17 from from IN cord-117778-8c4g4hqx 115 18 exponential exponential JJ cord-117778-8c4g4hqx 115 19 to to IN cord-117778-8c4g4hqx 115 20 linear linear VB cord-117778-8c4g4hqx 115 21 . . . cord-117778-8c4g4hqx 116 1 However however RB cord-117778-8c4g4hqx 116 2 , , , cord-117778-8c4g4hqx 116 3 so so RB cord-117778-8c4g4hqx 116 4 far far RB cord-117778-8c4g4hqx 116 5 South South NNP cord-117778-8c4g4hqx 116 6 Korea Korea NNP cord-117778-8c4g4hqx 116 7 experienced experience VBD cord-117778-8c4g4hqx 116 8 the the DT cord-117778-8c4g4hqx 116 9 worst bad JJS cord-117778-8c4g4hqx 116 10 rate rate NN cord-117778-8c4g4hqx 116 11 among among IN cord-117778-8c4g4hqx 116 12 the the DT cord-117778-8c4g4hqx 116 13 major major JJ cord-117778-8c4g4hqx 116 14 four four CD cord-117778-8c4g4hqx 116 15 Asian asian JJ cord-117778-8c4g4hqx 116 16 countries country NNS cord-117778-8c4g4hqx 116 17 . . . cord-117778-8c4g4hqx 117 1 Table table NN cord-117778-8c4g4hqx 117 2 ( ( -LRB- cord-117778-8c4g4hqx 117 3 3 3 CD cord-117778-8c4g4hqx 117 4 ) ) -RRB- cord-117778-8c4g4hqx 118 1 , , , cord-117778-8c4g4hqx 118 2 we -PRON- PRP cord-117778-8c4g4hqx 118 3 present present VBP cord-117778-8c4g4hqx 118 4 the the DT cord-117778-8c4g4hqx 118 5 actual actual JJ cord-117778-8c4g4hqx 118 6 prediction prediction NN cord-117778-8c4g4hqx 118 7 till till IN cord-117778-8c4g4hqx 118 8 May May NNP cord-117778-8c4g4hqx 118 9 01 01 CD cord-117778-8c4g4hqx 118 10 , , , cord-117778-8c4g4hqx 118 11 2020 2020 CD cord-117778-8c4g4hqx 118 12 . . . cord-117778-8c4g4hqx 119 1 If if IN cord-117778-8c4g4hqx 119 2 lockdown lockdown NN cord-117778-8c4g4hqx 119 3 works work VBZ cord-117778-8c4g4hqx 119 4 then then RB cord-117778-8c4g4hqx 119 5 actual actual JJ cord-117778-8c4g4hqx 119 6 confirmed confirm VBD cord-117778-8c4g4hqx 119 7 cases case NNS cord-117778-8c4g4hqx 119 8 for for IN cord-117778-8c4g4hqx 119 9 India India NNP cord-117778-8c4g4hqx 119 10 should should MD cord-117778-8c4g4hqx 119 11 stay stay VB cord-117778-8c4g4hqx 119 12 below below IN cord-117778-8c4g4hqx 119 13 66,224 66,224 CD cord-117778-8c4g4hqx 119 14 by by IN cord-117778-8c4g4hqx 119 15 May May NNP cord-117778-8c4g4hqx 119 16 01,2020 01,2020 CD cord-117778-8c4g4hqx 119 17 . . . cord-117778-8c4g4hqx 120 1 A a DT cord-117778-8c4g4hqx 120 2 Comparison comparison NN cord-117778-8c4g4hqx 120 3 of of IN cord-117778-8c4g4hqx 120 4 R r NN cord-117778-8c4g4hqx 120 5 0 0 CD cord-117778-8c4g4hqx 120 6 between between IN cord-117778-8c4g4hqx 120 7 India India NNP cord-117778-8c4g4hqx 120 8 and and CC cord-117778-8c4g4hqx 120 9 China China NNP cord-117778-8c4g4hqx 120 10 : : : cord-117778-8c4g4hqx 121 1 In in IN cord-117778-8c4g4hqx 121 2 the the DT cord-117778-8c4g4hqx 121 3 Table table NN cord-117778-8c4g4hqx 121 4 ( ( -LRB- cord-117778-8c4g4hqx 121 5 1 1 CD cord-117778-8c4g4hqx 121 6 ) ) -RRB- cord-117778-8c4g4hqx 121 7 , , , cord-117778-8c4g4hqx 121 8 R r NN cord-117778-8c4g4hqx 121 9 0 0 CD cord-117778-8c4g4hqx 121 10 with with IN cord-117778-8c4g4hqx 121 11 a a DT cord-117778-8c4g4hqx 121 12 95 95 CD cord-117778-8c4g4hqx 121 13 % % NN cord-117778-8c4g4hqx 121 14 confidence confidence NN cord-117778-8c4g4hqx 121 15 interval interval NN cord-117778-8c4g4hqx 121 16 for for IN cord-117778-8c4g4hqx 121 17 Hubei Hubei NNP cord-117778-8c4g4hqx 121 18 province province NN cord-117778-8c4g4hqx 121 19 and and CC cord-117778-8c4g4hqx 121 20 China China NNP cord-117778-8c4g4hqx 121 21 is be VBZ cord-117778-8c4g4hqx 121 22 around around IN cord-117778-8c4g4hqx 121 23 2.5 2.5 CD cord-117778-8c4g4hqx 121 24 during during IN cord-117778-8c4g4hqx 121 25 the the DT cord-117778-8c4g4hqx 121 26 first first JJ cord-117778-8c4g4hqx 121 27 23 23 CD cord-117778-8c4g4hqx 121 28 days day NNS cord-117778-8c4g4hqx 121 29 from from IN cord-117778-8c4g4hqx 121 30 the the DT cord-117778-8c4g4hqx 121 31 starting starting NN cord-117778-8c4g4hqx 121 32 of of IN cord-117778-8c4g4hqx 121 33 the the DT cord-117778-8c4g4hqx 121 34 Lockdown lockdown NN cord-117778-8c4g4hqx 121 35 . . . cord-117778-8c4g4hqx 122 1 India India NNP cord-117778-8c4g4hqx 122 2 's 's POS cord-117778-8c4g4hqx 122 3 R r NN cord-117778-8c4g4hqx 122 4 0 0 CD cord-117778-8c4g4hqx 122 5 with with IN cord-117778-8c4g4hqx 122 6 a a DT cord-117778-8c4g4hqx 122 7 95 95 CD cord-117778-8c4g4hqx 122 8 % % NN cord-117778-8c4g4hqx 122 9 confidence confidence NN cord-117778-8c4g4hqx 122 10 interval interval NN cord-117778-8c4g4hqx 122 11 computed compute VBN cord-117778-8c4g4hqx 122 12 using use VBG cord-117778-8c4g4hqx 122 13 two two CD cord-117778-8c4g4hqx 122 14 different different JJ cord-117778-8c4g4hqx 122 15 starting starting NN cord-117778-8c4g4hqx 122 16 points point NNS cord-117778-8c4g4hqx 122 17 as as IN cord-117778-8c4g4hqx 122 18 breakout breakout NN cord-117778-8c4g4hqx 122 19 . . . cord-117778-8c4g4hqx 123 1 One one CD cord-117778-8c4g4hqx 123 2 from from IN cord-117778-8c4g4hqx 123 3 02-Mar-2020 02-Mar-2020 NNP cord-117778-8c4g4hqx 123 4 , , , cord-117778-8c4g4hqx 123 5 because because IN cord-117778-8c4g4hqx 123 6 the the DT cord-117778-8c4g4hqx 123 7 number number NN cord-117778-8c4g4hqx 123 8 of of IN cord-117778-8c4g4hqx 123 9 cases case NNS cord-117778-8c4g4hqx 123 10 in in IN cord-117778-8c4g4hqx 123 11 India India NNP cord-117778-8c4g4hqx 123 12 started start VBD cord-117778-8c4g4hqx 123 13 rising rise VBG cord-117778-8c4g4hqx 123 14 from from IN cord-117778-8c4g4hqx 123 15 that that DT cord-117778-8c4g4hqx 123 16 day day NN cord-117778-8c4g4hqx 123 17 . . . cord-117778-8c4g4hqx 124 1 The the DT cord-117778-8c4g4hqx 124 2 R r NN cord-117778-8c4g4hqx 124 3 0 0 CD cord-117778-8c4g4hqx 124 4 for for IN cord-117778-8c4g4hqx 124 5 India India NNP cord-117778-8c4g4hqx 124 6 for for IN cord-117778-8c4g4hqx 124 7 the the DT cord-117778-8c4g4hqx 124 8 first first JJ cord-117778-8c4g4hqx 124 9 22 22 CD cord-117778-8c4g4hqx 124 10 days day NNS cord-117778-8c4g4hqx 124 11 till till IN cord-117778-8c4g4hqx 124 12 the the DT cord-117778-8c4g4hqx 124 13 lockdown lockdown NN cord-117778-8c4g4hqx 124 14 is be VBZ cord-117778-8c4g4hqx 124 15 around around IN cord-117778-8c4g4hqx 124 16 2.5 2.5 CD cord-117778-8c4g4hqx 124 17 , , , cord-117778-8c4g4hqx 124 18 like like IN cord-117778-8c4g4hqx 124 19 China China NNP cord-117778-8c4g4hqx 124 20 . . . cord-117778-8c4g4hqx 125 1 However however RB cord-117778-8c4g4hqx 125 2 , , , cord-117778-8c4g4hqx 125 3 if if IN cord-117778-8c4g4hqx 125 4 we -PRON- PRP cord-117778-8c4g4hqx 125 5 use use VBP cord-117778-8c4g4hqx 125 6 the the DT cord-117778-8c4g4hqx 125 7 data datum NNS cord-117778-8c4g4hqx 125 8 , , , cord-117778-8c4g4hqx 125 9 till till IN cord-117778-8c4g4hqx 125 10 04-Apr-2020 04-apr-2020 CD cord-117778-8c4g4hqx 125 11 , , , cord-117778-8c4g4hqx 125 12 then then RB cord-117778-8c4g4hqx 125 13 the the DT cord-117778-8c4g4hqx 125 14 R r NN cord-117778-8c4g4hqx 125 15 0 0 CD cord-117778-8c4g4hqx 125 16 value value NN cord-117778-8c4g4hqx 125 17 is be VBZ cord-117778-8c4g4hqx 125 18 around around IN cord-117778-8c4g4hqx 125 19 2.75 2.75 CD cord-117778-8c4g4hqx 125 20 . . . cord-117778-8c4g4hqx 126 1 It -PRON- PRP cord-117778-8c4g4hqx 126 2 indicates indicate VBZ cord-117778-8c4g4hqx 126 3 since since IN cord-117778-8c4g4hqx 126 4 the the DT cord-117778-8c4g4hqx 126 5 lockdown lockdown NN cord-117778-8c4g4hqx 126 6 the the DT cord-117778-8c4g4hqx 126 7 situation situation NN cord-117778-8c4g4hqx 126 8 has have VBZ cord-117778-8c4g4hqx 126 9 worsen worsen VBN cord-117778-8c4g4hqx 126 10 . . . cord-117778-8c4g4hqx 127 1 It -PRON- PRP cord-117778-8c4g4hqx 127 2 is be VBZ cord-117778-8c4g4hqx 127 3 also also RB cord-117778-8c4g4hqx 127 4 clear clear JJ cord-117778-8c4g4hqx 127 5 from from IN cord-117778-8c4g4hqx 127 6 the the DT cord-117778-8c4g4hqx 127 7 Figure figure NN cord-117778-8c4g4hqx 127 8 ( ( -LRB- cord-117778-8c4g4hqx 127 9 4 4 CD cord-117778-8c4g4hqx 127 10 ) ) -RRB- cord-117778-8c4g4hqx 127 11 . . . cord-117778-8c4g4hqx 128 1 In in IN cord-117778-8c4g4hqx 128 2 the the DT cord-117778-8c4g4hqx 128 3 second second JJ cord-117778-8c4g4hqx 128 4 approach approach NN cord-117778-8c4g4hqx 128 5 , , , cord-117778-8c4g4hqx 128 6 we -PRON- PRP cord-117778-8c4g4hqx 128 7 consider consider VBP cord-117778-8c4g4hqx 128 8 India India NNP cord-117778-8c4g4hqx 128 9 's 's POS cord-117778-8c4g4hqx 128 10 breakout breakout NN cord-117778-8c4g4hqx 128 11 from from IN cord-117778-8c4g4hqx 128 12 23-Jan-2020 23-jan-2020 CD cord-117778-8c4g4hqx 128 13 . . . cord-117778-8c4g4hqx 129 1 In in IN cord-117778-8c4g4hqx 129 2 that that DT cord-117778-8c4g4hqx 129 3 situation situation NN cord-117778-8c4g4hqx 129 4 , , , cord-117778-8c4g4hqx 129 5 if if IN cord-117778-8c4g4hqx 129 6 we -PRON- PRP cord-117778-8c4g4hqx 129 7 consider consider VBP cord-117778-8c4g4hqx 129 8 the the DT cord-117778-8c4g4hqx 129 9 data datum NNS cord-117778-8c4g4hqx 129 10 till till IN cord-117778-8c4g4hqx 129 11 24-Mar-2020 24-mar-2020 CD cord-117778-8c4g4hqx 129 12 , , , cord-117778-8c4g4hqx 129 13 the the DT cord-117778-8c4g4hqx 129 14 R r NN cord-117778-8c4g4hqx 129 15 0 0 CD cord-117778-8c4g4hqx 129 16 with with IN cord-117778-8c4g4hqx 129 17 95 95 CD cord-117778-8c4g4hqx 129 18 % % NN cord-117778-8c4g4hqx 129 19 confidence confidence NN cord-117778-8c4g4hqx 129 20 is be VBZ cord-117778-8c4g4hqx 129 21 almost almost RB cord-117778-8c4g4hqx 129 22 1.9 1.9 CD cord-117778-8c4g4hqx 129 23 and and CC cord-117778-8c4g4hqx 129 24 if if IN cord-117778-8c4g4hqx 129 25 we -PRON- PRP cord-117778-8c4g4hqx 129 26 consider consider VBP cord-117778-8c4g4hqx 129 27 data datum NNS cord-117778-8c4g4hqx 129 28 till till IN cord-117778-8c4g4hqx 129 29 04-Apr-2020 04-apr-2020 CD cord-117778-8c4g4hqx 129 30 , , , cord-117778-8c4g4hqx 129 31 the the DT cord-117778-8c4g4hqx 129 32 R r NN cord-117778-8c4g4hqx 129 33 0 0 CD cord-117778-8c4g4hqx 129 34 is be VBZ cord-117778-8c4g4hqx 129 35 nearly nearly RB cord-117778-8c4g4hqx 129 36 2.1 2.1 CD cord-117778-8c4g4hqx 129 37 . . . cord-117778-8c4g4hqx 130 1 It -PRON- PRP cord-117778-8c4g4hqx 130 2 means mean VBZ cord-117778-8c4g4hqx 130 3 if if IN cord-117778-8c4g4hqx 130 4 we -PRON- PRP cord-117778-8c4g4hqx 130 5 use use VBP cord-117778-8c4g4hqx 130 6 the the DT cord-117778-8c4g4hqx 130 7 data datum NNS cord-117778-8c4g4hqx 130 8 earlier early RBR cord-117778-8c4g4hqx 130 9 to to IN cord-117778-8c4g4hqx 130 10 02-Mar-2020 02-mar-2020 CD cord-117778-8c4g4hqx 130 11 the the DT cord-117778-8c4g4hqx 130 12 India India NNP cord-117778-8c4g4hqx 130 13 's 's POS cord-117778-8c4g4hqx 130 14 R r NN cord-117778-8c4g4hqx 130 15 0 0 CD cord-117778-8c4g4hqx 130 16 looks look VBZ cord-117778-8c4g4hqx 130 17 better well RBR cord-117778-8c4g4hqx 130 18 . . . cord-117778-8c4g4hqx 131 1 In in IN cord-117778-8c4g4hqx 131 2 the the DT cord-117778-8c4g4hqx 131 3 Figure figure NN cord-117778-8c4g4hqx 131 4 ( ( -LRB- cord-117778-8c4g4hqx 131 5 3 3 CD cord-117778-8c4g4hqx 131 6 ) ) -RRB- cord-117778-8c4g4hqx 131 7 , , , cord-117778-8c4g4hqx 131 8 we -PRON- PRP cord-117778-8c4g4hqx 131 9 compare compare VBP cord-117778-8c4g4hqx 131 10 the the DT cord-117778-8c4g4hqx 131 11 incidences incidence NNS cord-117778-8c4g4hqx 131 12 of of IN cord-117778-8c4g4hqx 131 13 Hubei Hubei NNP cord-117778-8c4g4hqx 131 14 and and CC cord-117778-8c4g4hqx 131 15 India India NNP cord-117778-8c4g4hqx 131 16 in in IN cord-117778-8c4g4hqx 131 17 Figure Figure NNP cord-117778-8c4g4hqx 131 18 ( ( -LRB- cord-117778-8c4g4hqx 131 19 3 3 CD cord-117778-8c4g4hqx 131 20 : : : cord-117778-8c4g4hqx 131 21 a a LS cord-117778-8c4g4hqx 131 22 ) ) -RRB- cord-117778-8c4g4hqx 131 23 and and CC cord-117778-8c4g4hqx 131 24 ( ( -LRB- cord-117778-8c4g4hqx 131 25 3 3 CD cord-117778-8c4g4hqx 131 26 : : SYM cord-117778-8c4g4hqx 131 27 b b LS cord-117778-8c4g4hqx 131 28 ) ) -RRB- cord-117778-8c4g4hqx 131 29 . . . cord-117778-8c4g4hqx 132 1 We -PRON- PRP cord-117778-8c4g4hqx 132 2 consider consider VBP cord-117778-8c4g4hqx 132 3 the the DT cord-117778-8c4g4hqx 132 4 date date NN cord-117778-8c4g4hqx 132 5 range range NN cord-117778-8c4g4hqx 132 6 for for IN cord-117778-8c4g4hqx 132 7 Hubei Hubei NNP cord-117778-8c4g4hqx 132 8 from from IN cord-117778-8c4g4hqx 132 9 23-Jan-2020 23-jan-2020 CD cord-117778-8c4g4hqx 132 10 to to IN cord-117778-8c4g4hqx 132 11 14-Feb-2020 14-feb-2020 CD cord-117778-8c4g4hqx 132 12 , , , cord-117778-8c4g4hqx 132 13 i.e. i.e. FW cord-117778-8c4g4hqx 132 14 , , , cord-117778-8c4g4hqx 132 15 during during IN cord-117778-8c4g4hqx 132 16 the the DT cord-117778-8c4g4hqx 132 17 first first JJ cord-117778-8c4g4hqx 132 18 23 23 CD cord-117778-8c4g4hqx 132 19 days day NNS cord-117778-8c4g4hqx 132 20 of of IN cord-117778-8c4g4hqx 132 21 Hubei Hubei NNP cord-117778-8c4g4hqx 132 22 lockdown lockdown NN cord-117778-8c4g4hqx 132 23 . . . cord-117778-8c4g4hqx 133 1 On on IN cord-117778-8c4g4hqx 133 2 the the DT cord-117778-8c4g4hqx 133 3 other other JJ cord-117778-8c4g4hqx 133 4 hand hand NN cord-117778-8c4g4hqx 133 5 , , , cord-117778-8c4g4hqx 133 6 we -PRON- PRP cord-117778-8c4g4hqx 133 7 considered consider VBD cord-117778-8c4g4hqx 133 8 the the DT cord-117778-8c4g4hqx 133 9 data datum NNS cord-117778-8c4g4hqx 133 10 for for IN cord-117778-8c4g4hqx 133 11 India India NNP cord-117778-8c4g4hqx 133 12 , , , cord-117778-8c4g4hqx 133 13 from from IN cord-117778-8c4g4hqx 133 14 the the DT cord-117778-8c4g4hqx 133 15 02-Jan-2020 02-jan-2020 CD cord-117778-8c4g4hqx 133 16 to to IN cord-117778-8c4g4hqx 133 17 24-Jan-2020 24-jan-2020 CD cord-117778-8c4g4hqx 133 18 , , , cord-117778-8c4g4hqx 133 19 till till IN cord-117778-8c4g4hqx 133 20 the the DT cord-117778-8c4g4hqx 133 21 lockdown lockdown NN cord-117778-8c4g4hqx 133 22 . . . cord-117778-8c4g4hqx 134 1 On on IN cord-117778-8c4g4hqx 134 2 the the DT cord-117778-8c4g4hqx 134 3 23-Jan-2020 23-jan-2020 CD cord-117778-8c4g4hqx 134 4 , , , cord-117778-8c4g4hqx 134 5 Hubei Hubei NNP cord-117778-8c4g4hqx 134 6 had have VBD cord-117778-8c4g4hqx 134 7 444 444 CD cord-117778-8c4g4hqx 134 8 confirmed confirm VBN cord-117778-8c4g4hqx 134 9 cases case NNS cord-117778-8c4g4hqx 134 10 and and CC cord-117778-8c4g4hqx 134 11 overall overall JJ cord-117778-8c4g4hqx 134 12 China China NNP cord-117778-8c4g4hqx 134 13 had have VBD cord-117778-8c4g4hqx 134 14 548 548 CD cord-117778-8c4g4hqx 134 15 confirmed confirm VBN cord-117778-8c4g4hqx 134 16 cases case NNS cord-117778-8c4g4hqx 134 17 . . . cord-117778-8c4g4hqx 135 1 On on IN cord-117778-8c4g4hqx 135 2 02-Jan-2020 02-jan-2020 CD cord-117778-8c4g4hqx 135 3 , , , cord-117778-8c4g4hqx 135 4 India India NNP cord-117778-8c4g4hqx 135 5 had have VBD cord-117778-8c4g4hqx 135 6 only only RB cord-117778-8c4g4hqx 135 7 3 3 CD cord-117778-8c4g4hqx 135 8 confirmed confirm VBN cord-117778-8c4g4hqx 135 9 cases case NNS cord-117778-8c4g4hqx 135 10 , , , cord-117778-8c4g4hqx 135 11 whereas whereas IN cord-117778-8c4g4hqx 135 12 on on IN cord-117778-8c4g4hqx 135 13 the the DT cord-117778-8c4g4hqx 135 14 day day NN cord-117778-8c4g4hqx 135 15 of of IN cord-117778-8c4g4hqx 135 16 lockdown lockdown NN cord-117778-8c4g4hqx 135 17 , , , cord-117778-8c4g4hqx 135 18 i.e. i.e. FW cord-117778-8c4g4hqx 135 19 , , , cord-117778-8c4g4hqx 135 20 on on IN cord-117778-8c4g4hqx 135 21 24-Jan-2020 24-jan-2020 CD cord-117778-8c4g4hqx 135 22 , , , cord-117778-8c4g4hqx 135 23 India India NNP cord-117778-8c4g4hqx 135 24 had have VBD cord-117778-8c4g4hqx 135 25 536 536 CD cord-117778-8c4g4hqx 135 26 confirmed confirm VBN cord-117778-8c4g4hqx 135 27 cases case NNS cord-117778-8c4g4hqx 135 28 . . . cord-117778-8c4g4hqx 136 1 So so RB cord-117778-8c4g4hqx 136 2 on on IN cord-117778-8c4g4hqx 136 3 the the DT cord-117778-8c4g4hqx 136 4 day day NN cord-117778-8c4g4hqx 136 5 , , , cord-117778-8c4g4hqx 136 6 when when WRB cord-117778-8c4g4hqx 136 7 the the DT cord-117778-8c4g4hqx 136 8 lockdown lockdown NN cord-117778-8c4g4hqx 136 9 starts start VBZ cord-117778-8c4g4hqx 136 10 both both CC cord-117778-8c4g4hqx 136 11 India India NNP cord-117778-8c4g4hqx 136 12 and and CC cord-117778-8c4g4hqx 136 13 Hubei Hubei NNP cord-117778-8c4g4hqx 136 14 and/or and/or CC cord-117778-8c4g4hqx 136 15 China China NNP cord-117778-8c4g4hqx 136 16 had have VBD cord-117778-8c4g4hqx 136 17 a a DT cord-117778-8c4g4hqx 136 18 comparable comparable JJ cord-117778-8c4g4hqx 136 19 number number NN cord-117778-8c4g4hqx 136 20 of of IN cord-117778-8c4g4hqx 136 21 cases case NNS cord-117778-8c4g4hqx 136 22 . . . cord-117778-8c4g4hqx 137 1 Perhaps perhaps RB cord-117778-8c4g4hqx 137 2 , , , cord-117778-8c4g4hqx 137 3 we -PRON- PRP cord-117778-8c4g4hqx 137 4 should should MD cord-117778-8c4g4hqx 137 5 consider consider VB cord-117778-8c4g4hqx 137 6 India India NNP cord-117778-8c4g4hqx 137 7 's 's POS cord-117778-8c4g4hqx 137 8 R r NN cord-117778-8c4g4hqx 137 9 0 0 CD cord-117778-8c4g4hqx 137 10 as as IN cord-117778-8c4g4hqx 137 11 around around IN cord-117778-8c4g4hqx 137 12 2.5 2.5 CD cord-117778-8c4g4hqx 137 13 similar similar JJ cord-117778-8c4g4hqx 137 14 to to IN cord-117778-8c4g4hqx 137 15 that that DT cord-117778-8c4g4hqx 137 16 of of IN cord-117778-8c4g4hqx 137 17 the the DT cord-117778-8c4g4hqx 137 18 early early JJ cord-117778-8c4g4hqx 137 19 stage stage NN cord-117778-8c4g4hqx 137 20 COVID-19 covid-19 DT cord-117778-8c4g4hqx 137 21 disease disease NN cord-117778-8c4g4hqx 137 22 progression progression NN cord-117778-8c4g4hqx 137 23 of of IN cord-117778-8c4g4hqx 137 24 China China NNP cord-117778-8c4g4hqx 137 25 . . . cord-117778-8c4g4hqx 138 1 Even even RB cord-117778-8c4g4hqx 138 2 with with IN cord-117778-8c4g4hqx 138 3 the the DT cord-117778-8c4g4hqx 138 4 lockdown lockdown NN cord-117778-8c4g4hqx 138 5 , , , cord-117778-8c4g4hqx 138 6 China China NNP cord-117778-8c4g4hqx 138 7 experienced experience VBD cord-117778-8c4g4hqx 138 8 more more JJR cord-117778-8c4g4hqx 138 9 than than IN cord-117778-8c4g4hqx 138 10 80,000 80,000 CD cord-117778-8c4g4hqx 138 11 cases case NNS cord-117778-8c4g4hqx 138 12 . . . cord-117778-8c4g4hqx 139 1 Perhaps perhaps RB cord-117778-8c4g4hqx 139 2 , , , cord-117778-8c4g4hqx 139 3 we -PRON- PRP cord-117778-8c4g4hqx 139 4 should should MD cord-117778-8c4g4hqx 139 5 prepare prepare VB cord-117778-8c4g4hqx 139 6 for for IN cord-117778-8c4g4hqx 139 7 at at IN cord-117778-8c4g4hqx 139 8 least least JJS cord-117778-8c4g4hqx 139 9 that that IN cord-117778-8c4g4hqx 139 10 many many JJ cord-117778-8c4g4hqx 139 11 cases case NNS cord-117778-8c4g4hqx 139 12 if if IN cord-117778-8c4g4hqx 139 13 not not RB cord-117778-8c4g4hqx 139 14 more more JJR cord-117778-8c4g4hqx 139 15 in in IN cord-117778-8c4g4hqx 139 16 India India NNP cord-117778-8c4g4hqx 139 17 . . . cord-117778-8c4g4hqx 140 1 Stat stat NN cord-117778-8c4g4hqx 140 2 wise wise JJ cord-117778-8c4g4hqx 140 3 R r NN cord-117778-8c4g4hqx 140 4 0 0 CD cord-117778-8c4g4hqx 140 5 : : : cord-117778-8c4g4hqx 141 1 In in IN cord-117778-8c4g4hqx 141 2 Table table NN cord-117778-8c4g4hqx 141 3 ( ( -LRB- cord-117778-8c4g4hqx 141 4 2 2 CD cord-117778-8c4g4hqx 141 5 ) ) -RRB- cord-117778-8c4g4hqx 141 6 , , , cord-117778-8c4g4hqx 141 7 we -PRON- PRP cord-117778-8c4g4hqx 141 8 present present VBP cord-117778-8c4g4hqx 141 9 the the DT cord-117778-8c4g4hqx 141 10 state state NN cord-117778-8c4g4hqx 141 11 wise wise JJ cord-117778-8c4g4hqx 141 12 Basic Basic NNP cord-117778-8c4g4hqx 141 13 Reproduction Reproduction NNP cord-117778-8c4g4hqx 141 14 Number Number NNP cord-117778-8c4g4hqx 141 15 , , , cord-117778-8c4g4hqx 141 16 R r NN cord-117778-8c4g4hqx 141 17 0 0 CD cord-117778-8c4g4hqx 141 18 , , , cord-117778-8c4g4hqx 141 19 as as IN cord-117778-8c4g4hqx 141 20 of of IN cord-117778-8c4g4hqx 141 21 04 04 CD cord-117778-8c4g4hqx 141 22 March March NNP cord-117778-8c4g4hqx 141 23 , , , cord-117778-8c4g4hqx 141 24 2020 2020 CD cord-117778-8c4g4hqx 141 25 . . . cord-117778-8c4g4hqx 142 1 We -PRON- PRP cord-117778-8c4g4hqx 142 2 see see VBP cord-117778-8c4g4hqx 142 3 the the DT cord-117778-8c4g4hqx 142 4 Punjab Punjab NNP cord-117778-8c4g4hqx 142 5 's 's POS cord-117778-8c4g4hqx 142 6 R r NN cord-117778-8c4g4hqx 142 7 0 0 CD cord-117778-8c4g4hqx 142 8 is be VBZ cord-117778-8c4g4hqx 142 9 worst bad JJS cord-117778-8c4g4hqx 142 10 in in IN cord-117778-8c4g4hqx 142 11 the the DT cord-117778-8c4g4hqx 142 12 country country NN cord-117778-8c4g4hqx 142 13 . . . cord-117778-8c4g4hqx 143 1 Punjab Punjab NNP cord-117778-8c4g4hqx 143 2 's 's POS cord-117778-8c4g4hqx 143 3 high high JJ cord-117778-8c4g4hqx 143 4 R r NN cord-117778-8c4g4hqx 143 5 0 0 CD cord-117778-8c4g4hqx 144 1 ≈ ≈ NNP cord-117778-8c4g4hqx 144 2 16 16 CD cord-117778-8c4g4hqx 144 3 is be VBZ cord-117778-8c4g4hqx 144 4 likely likely JJ cord-117778-8c4g4hqx 144 5 due due IN cord-117778-8c4g4hqx 144 6 to to IN cord-117778-8c4g4hqx 144 7 a a DT cord-117778-8c4g4hqx 144 8 super super JJ cord-117778-8c4g4hqx 144 9 spreader spreader NN cord-117778-8c4g4hqx 144 10 , , , cord-117778-8c4g4hqx 144 11 who who WP cord-117778-8c4g4hqx 144 12 ignored ignore VBD cord-117778-8c4g4hqx 144 13 advice advice NN cord-117778-8c4g4hqx 144 14 to to IN cord-117778-8c4g4hqx 144 15 self self NN cord-117778-8c4g4hqx 144 16 quarantine quarantine NN cord-117778-8c4g4hqx 144 17 after after IN cord-117778-8c4g4hqx 144 18 returning return VBG cord-117778-8c4g4hqx 144 19 from from IN cord-117778-8c4g4hqx 144 20 a a DT cord-117778-8c4g4hqx 144 21 trip trip NN cord-117778-8c4g4hqx 144 22 to to IN cord-117778-8c4g4hqx 144 23 Italy Italy NNP cord-117778-8c4g4hqx 144 24 and and CC cord-117778-8c4g4hqx 144 25 Germany Germany NNP cord-117778-8c4g4hqx 144 26 , , , cord-117778-8c4g4hqx 144 27 see see VB cord-117778-8c4g4hqx 144 28 [ [ -LRB- cord-117778-8c4g4hqx 144 29 1 1 CD cord-117778-8c4g4hqx 144 30 ] ] -RRB- cord-117778-8c4g4hqx 144 31 . . . cord-117778-8c4g4hqx 145 1 The the DT cord-117778-8c4g4hqx 145 2 situation situation NN cord-117778-8c4g4hqx 145 3 is be VBZ cord-117778-8c4g4hqx 145 4 Punjab Punjab NNP cord-117778-8c4g4hqx 145 5 is be VBZ cord-117778-8c4g4hqx 145 6 really really RB cord-117778-8c4g4hqx 145 7 complicated complicated JJ cord-117778-8c4g4hqx 145 8 and and CC cord-117778-8c4g4hqx 145 9 serious serious JJ cord-117778-8c4g4hqx 145 10 intervention intervention NN cord-117778-8c4g4hqx 145 11 is be VBZ cord-117778-8c4g4hqx 145 12 required require VBN cord-117778-8c4g4hqx 145 13 . . . cord-117778-8c4g4hqx 146 1 In in IN cord-117778-8c4g4hqx 146 2 Figure figure NN cord-117778-8c4g4hqx 146 3 ( ( -LRB- cord-117778-8c4g4hqx 146 4 5 5 CD cord-117778-8c4g4hqx 146 5 ) ) -RRB- cord-117778-8c4g4hqx 146 6 , , , cord-117778-8c4g4hqx 146 7 we -PRON- PRP cord-117778-8c4g4hqx 146 8 present present VBP cord-117778-8c4g4hqx 146 9 the the DT cord-117778-8c4g4hqx 146 10 cases case NNS cord-117778-8c4g4hqx 146 11 in in IN cord-117778-8c4g4hqx 146 12 Punjab Punjab NNP cord-117778-8c4g4hqx 146 13 over over IN cord-117778-8c4g4hqx 146 14 time time NN cord-117778-8c4g4hqx 146 15 . . . cord-117778-8c4g4hqx 147 1 Since since IN cord-117778-8c4g4hqx 147 2 March March NNP cord-117778-8c4g4hqx 147 3 20 20 CD cord-117778-8c4g4hqx 147 4 , , , cord-117778-8c4g4hqx 147 5 2020 2020 CD cord-117778-8c4g4hqx 147 6 the the DT cord-117778-8c4g4hqx 147 7 number number NN cord-117778-8c4g4hqx 147 8 of of IN cord-117778-8c4g4hqx 147 9 confirmed confirm VBN cord-117778-8c4g4hqx 147 10 cases case NNS cord-117778-8c4g4hqx 147 11 increased increase VBD cord-117778-8c4g4hqx 147 12 at at IN cord-117778-8c4g4hqx 147 13 an an DT cord-117778-8c4g4hqx 147 14 unprecedented unprecedented JJ cord-117778-8c4g4hqx 147 15 rate rate NN cord-117778-8c4g4hqx 147 16 . . . cord-117778-8c4g4hqx 148 1 From from IN cord-117778-8c4g4hqx 148 2 Table table NN cord-117778-8c4g4hqx 148 3 ( ( -LRB- cord-117778-8c4g4hqx 148 4 2 2 CD cord-117778-8c4g4hqx 148 5 ) ) -RRB- cord-117778-8c4g4hqx 148 6 , , , cord-117778-8c4g4hqx 148 7 we -PRON- PRP cord-117778-8c4g4hqx 148 8 see see VBP cord-117778-8c4g4hqx 148 9 the the DT cord-117778-8c4g4hqx 148 10 R r NN cord-117778-8c4g4hqx 148 11 0 0 CD cord-117778-8c4g4hqx 148 12 for for IN cord-117778-8c4g4hqx 148 13 Madhya Madhya NNP cord-117778-8c4g4hqx 148 14 Pradesh Pradesh NNP cord-117778-8c4g4hqx 148 15 ( ( -LRB- cord-117778-8c4g4hqx 148 16 3.37 3.37 CD cord-117778-8c4g4hqx 148 17 ) ) -RRB- cord-117778-8c4g4hqx 148 18 , , , cord-117778-8c4g4hqx 148 19 Maharastra Maharastra NNP cord-117778-8c4g4hqx 148 20 ( ( -LRB- cord-117778-8c4g4hqx 148 21 3.25 3.25 CD cord-117778-8c4g4hqx 148 22 ) ) -RRB- cord-117778-8c4g4hqx 148 23 and and CC cord-117778-8c4g4hqx 148 24 Tamil Tamil NNP cord-117778-8c4g4hqx 148 25 Nadu Nadu NNP cord-117778-8c4g4hqx 148 26 ( ( -LRB- cord-117778-8c4g4hqx 148 27 3.09 3.09 CD cord-117778-8c4g4hqx 148 28 ) ) -RRB- cord-117778-8c4g4hqx 148 29 are be VBP cord-117778-8c4g4hqx 148 30 more more JJR cord-117778-8c4g4hqx 148 31 than than IN cord-117778-8c4g4hqx 148 32 3 3 CD cord-117778-8c4g4hqx 148 33 . . . cord-117778-8c4g4hqx 149 1 Clearly clearly RB cord-117778-8c4g4hqx 149 2 the the DT cord-117778-8c4g4hqx 149 3 situations situation NNS cord-117778-8c4g4hqx 149 4 are be VBP cord-117778-8c4g4hqx 149 5 complicated complicated JJ cord-117778-8c4g4hqx 149 6 in in IN cord-117778-8c4g4hqx 149 7 these these DT cord-117778-8c4g4hqx 149 8 three three CD cord-117778-8c4g4hqx 149 9 states state NNS cord-117778-8c4g4hqx 149 10 . . . cord-117778-8c4g4hqx 150 1 The the DT cord-117778-8c4g4hqx 150 2 R r NN cord-117778-8c4g4hqx 150 3 0 0 CD cord-117778-8c4g4hqx 150 4 of of IN cord-117778-8c4g4hqx 150 5 Andhra Andhra NNP cord-117778-8c4g4hqx 150 6 Pradesh Pradesh NNP cord-117778-8c4g4hqx 150 7 ( ( -LRB- cord-117778-8c4g4hqx 150 8 2.96 2.96 CD cord-117778-8c4g4hqx 150 9 ) ) -RRB- cord-117778-8c4g4hqx 150 10 , , , cord-117778-8c4g4hqx 150 11 Delhi Delhi NNP cord-117778-8c4g4hqx 150 12 ( ( -LRB- cord-117778-8c4g4hqx 150 13 2.82 2.82 CD cord-117778-8c4g4hqx 150 14 ) ) -RRB- cord-117778-8c4g4hqx 150 15 and and CC cord-117778-8c4g4hqx 150 16 West West NNP cord-117778-8c4g4hqx 150 17 Bengal Bengal NNP cord-117778-8c4g4hqx 150 18 ( ( -LRB- cord-117778-8c4g4hqx 150 19 2.77 2.77 CD cord-117778-8c4g4hqx 150 20 ) ) -RRB- cord-117778-8c4g4hqx 150 21 is be VBZ cord-117778-8c4g4hqx 150 22 more more JJR cord-117778-8c4g4hqx 150 23 than than IN cord-117778-8c4g4hqx 150 24 the the DT cord-117778-8c4g4hqx 150 25 India India NNP cord-117778-8c4g4hqx 150 26 's 's POS cord-117778-8c4g4hqx 150 27 R r NN cord-117778-8c4g4hqx 150 28 0 0 CD cord-117778-8c4g4hqx 150 29 which which WDT cord-117778-8c4g4hqx 150 30 is be VBZ cord-117778-8c4g4hqx 150 31 2.75 2.75 CD cord-117778-8c4g4hqx 150 32 . . . cord-117778-8c4g4hqx 151 1 These these DT cord-117778-8c4g4hqx 151 2 seven seven CD cord-117778-8c4g4hqx 151 3 states state NNS cord-117778-8c4g4hqx 151 4 should should MD cord-117778-8c4g4hqx 151 5 need need VB cord-117778-8c4g4hqx 151 6 special special JJ cord-117778-8c4g4hqx 151 7 attention attention NN cord-117778-8c4g4hqx 151 8 as as IN cord-117778-8c4g4hqx 151 9 their -PRON- PRP$ cord-117778-8c4g4hqx 151 10 R r NN cord-117778-8c4g4hqx 151 11 0 0 NFP cord-117778-8c4g4hqx 151 12 is be VBZ cord-117778-8c4g4hqx 151 13 more more JJR cord-117778-8c4g4hqx 151 14 than than IN cord-117778-8c4g4hqx 151 15 that that DT cord-117778-8c4g4hqx 151 16 of of IN cord-117778-8c4g4hqx 151 17 India India NNP cord-117778-8c4g4hqx 151 18 ( ( -LRB- cord-117778-8c4g4hqx 151 19 2.75 2.75 CD cord-117778-8c4g4hqx 151 20 ) ) -RRB- cord-117778-8c4g4hqx 151 21 . . . cord-117778-8c4g4hqx 152 1 These these DT cord-117778-8c4g4hqx 152 2 numbers number NNS cord-117778-8c4g4hqx 152 3 are be VBP cord-117778-8c4g4hqx 152 4 as as IN cord-117778-8c4g4hqx 152 5 of of IN cord-117778-8c4g4hqx 152 6 4 4 CD cord-117778-8c4g4hqx 152 7 Apr Apr NNP cord-117778-8c4g4hqx 152 8 , , , cord-117778-8c4g4hqx 152 9 2020 2020 CD cord-117778-8c4g4hqx 152 10 . . . cord-117778-8c4g4hqx 153 1 For for IN cord-117778-8c4g4hqx 153 2 the the DT cord-117778-8c4g4hqx 153 3 following follow VBG cord-117778-8c4g4hqx 153 4 states state NNS cord-117778-8c4g4hqx 153 5 , , , cord-117778-8c4g4hqx 153 6 we -PRON- PRP cord-117778-8c4g4hqx 153 7 either either CC cord-117778-8c4g4hqx 153 8 do do VBP cord-117778-8c4g4hqx 153 9 not not RB cord-117778-8c4g4hqx 153 10 have have VB cord-117778-8c4g4hqx 153 11 enough enough JJ cord-117778-8c4g4hqx 153 12 data datum NNS cord-117778-8c4g4hqx 153 13 to to TO cord-117778-8c4g4hqx 153 14 make make VB cord-117778-8c4g4hqx 153 15 inference inference NN cord-117778-8c4g4hqx 153 16 for for IN cord-117778-8c4g4hqx 153 17 R r NN cord-117778-8c4g4hqx 153 18 0 0 CD cord-117778-8c4g4hqx 153 19 ; ; : cord-117778-8c4g4hqx 153 20 or or CC cord-117778-8c4g4hqx 153 21 the the DT cord-117778-8c4g4hqx 153 22 algorithm algorithm NN cord-117778-8c4g4hqx 153 23 fail fail VBP cord-117778-8c4g4hqx 153 24 to to TO cord-117778-8c4g4hqx 153 25 converge converge VB cord-117778-8c4g4hqx 153 26 : : : cord-117778-8c4g4hqx 153 27 ( ( -LRB- cord-117778-8c4g4hqx 153 28 1 1 LS cord-117778-8c4g4hqx 153 29 ) ) -RRB- cord-117778-8c4g4hqx 153 30 Andaman Andaman NNP cord-117778-8c4g4hqx 153 31 and and CC cord-117778-8c4g4hqx 153 32 Nicobar Nicobar NNP cord-117778-8c4g4hqx 153 33 Islands Islands NNPS cord-117778-8c4g4hqx 153 34 ; ; : cord-117778-8c4g4hqx 153 35 ( ( -LRB- cord-117778-8c4g4hqx 153 36 2 2 LS cord-117778-8c4g4hqx 153 37 ) ) -RRB- cord-117778-8c4g4hqx 153 38 Arunachal Arunachal NNP cord-117778-8c4g4hqx 153 39 Pradesh Pradesh NNP cord-117778-8c4g4hqx 153 40 ; ; : cord-117778-8c4g4hqx 153 41 _SP cord-117778-8c4g4hqx 153 42 Here here RB cord-117778-8c4g4hqx 153 43 we -PRON- PRP cord-117778-8c4g4hqx 153 44 present present VBP cord-117778-8c4g4hqx 153 45 a a DT cord-117778-8c4g4hqx 153 46 point point NN cord-117778-8c4g4hqx 153 47 by by IN cord-117778-8c4g4hqx 153 48 point point NN cord-117778-8c4g4hqx 153 49 discussion discussion NN cord-117778-8c4g4hqx 153 50 of of IN cord-117778-8c4g4hqx 153 51 our -PRON- PRP$ cord-117778-8c4g4hqx 153 52 analysis analysis NN cord-117778-8c4g4hqx 153 53 and and CC cord-117778-8c4g4hqx 153 54 prediction prediction NN cord-117778-8c4g4hqx 153 55 . . . cord-117778-8c4g4hqx 154 1 1 1 LS cord-117778-8c4g4hqx 154 2 . . . cord-117778-8c4g4hqx 155 1 Situation situation NN cord-117778-8c4g4hqx 155 2 of of IN cord-117778-8c4g4hqx 155 3 Punjab Punjab NNP cord-117778-8c4g4hqx 155 4 ( ( -LRB- cord-117778-8c4g4hqx 155 5 R r NN cord-117778-8c4g4hqx 155 6 0 0 CD cord-117778-8c4g4hqx 155 7 ≈ ≈ NNP cord-117778-8c4g4hqx 155 8 16 16 CD cord-117778-8c4g4hqx 155 9 ) ) -RRB- cord-117778-8c4g4hqx 155 10 is be VBZ cord-117778-8c4g4hqx 155 11 bad bad JJ cord-117778-8c4g4hqx 155 12 . . . cord-117778-8c4g4hqx 156 1 It -PRON- PRP cord-117778-8c4g4hqx 156 2 requires require VBZ cord-117778-8c4g4hqx 156 3 immediate immediate JJ cord-117778-8c4g4hqx 156 4 aggressive aggressive JJ cord-117778-8c4g4hqx 156 5 attention attention NN cord-117778-8c4g4hqx 156 6 . . . cord-117778-8c4g4hqx 157 1 2 2 LS cord-117778-8c4g4hqx 157 2 . . . cord-117778-8c4g4hqx 158 1 We -PRON- PRP cord-117778-8c4g4hqx 158 2 see see VBP cord-117778-8c4g4hqx 158 3 the the DT cord-117778-8c4g4hqx 158 4 R r NN cord-117778-8c4g4hqx 158 5 0 0 CD cord-117778-8c4g4hqx 158 6 for for IN cord-117778-8c4g4hqx 158 7 Madhya Madhya NNP cord-117778-8c4g4hqx 158 8 Pradesh Pradesh NNP cord-117778-8c4g4hqx 158 9 ( ( -LRB- cord-117778-8c4g4hqx 158 10 3.37 3.37 CD cord-117778-8c4g4hqx 158 11 ) ) -RRB- cord-117778-8c4g4hqx 158 12 , , , cord-117778-8c4g4hqx 158 13 Maharastra Maharastra NNP cord-117778-8c4g4hqx 158 14 ( ( -LRB- cord-117778-8c4g4hqx 158 15 3.25 3.25 CD cord-117778-8c4g4hqx 158 16 ) ) -RRB- cord-117778-8c4g4hqx 158 17 and and CC cord-117778-8c4g4hqx 158 18 Tamil Tamil NNP cord-117778-8c4g4hqx 158 19 Nadu Nadu NNP cord-117778-8c4g4hqx 158 20 ( ( -LRB- cord-117778-8c4g4hqx 158 21 3.09 3.09 CD cord-117778-8c4g4hqx 158 22 ) ) -RRB- cord-117778-8c4g4hqx 158 23 are be VBP cord-117778-8c4g4hqx 158 24 more more JJR cord-117778-8c4g4hqx 158 25 than than IN cord-117778-8c4g4hqx 158 26 3 3 CD cord-117778-8c4g4hqx 158 27 . . . cord-117778-8c4g4hqx 159 1 Aggressive aggressive JJ cord-117778-8c4g4hqx 159 2 intervention intervention NN cord-117778-8c4g4hqx 159 3 is be VBZ cord-117778-8c4g4hqx 159 4 needed need VBN cord-117778-8c4g4hqx 159 5 . . . cord-117778-8c4g4hqx 160 1 Table table NN cord-117778-8c4g4hqx 160 2 1 1 CD cord-117778-8c4g4hqx 160 3 : : : cord-117778-8c4g4hqx 160 4 R r NN cord-117778-8c4g4hqx 160 5 0 0 CD cord-117778-8c4g4hqx 160 6 with with IN cord-117778-8c4g4hqx 160 7 a a DT cord-117778-8c4g4hqx 160 8 95 95 CD cord-117778-8c4g4hqx 160 9 % % NN cord-117778-8c4g4hqx 160 10 confidence confidence NN cord-117778-8c4g4hqx 160 11 interval interval NN cord-117778-8c4g4hqx 160 12 for for IN cord-117778-8c4g4hqx 160 13 Hubei Hubei NNP cord-117778-8c4g4hqx 160 14 province province NN cord-117778-8c4g4hqx 160 15 and and CC cord-117778-8c4g4hqx 160 16 China China NNP cord-117778-8c4g4hqx 160 17 is be VBZ cord-117778-8c4g4hqx 160 18 around around IN cord-117778-8c4g4hqx 160 19 2.5 2.5 CD cord-117778-8c4g4hqx 160 20 during during IN cord-117778-8c4g4hqx 160 21 the the DT cord-117778-8c4g4hqx 160 22 first first JJ cord-117778-8c4g4hqx 160 23 23 23 CD cord-117778-8c4g4hqx 160 24 days day NNS cord-117778-8c4g4hqx 160 25 from from IN cord-117778-8c4g4hqx 160 26 the the DT cord-117778-8c4g4hqx 160 27 starting starting NN cord-117778-8c4g4hqx 160 28 of of IN cord-117778-8c4g4hqx 160 29 the the DT cord-117778-8c4g4hqx 160 30 Lockdown lockdown NN cord-117778-8c4g4hqx 160 31 . . . cord-117778-8c4g4hqx 161 1 India India NNP cord-117778-8c4g4hqx 161 2 's 's POS cord-117778-8c4g4hqx 161 3 R r NN cord-117778-8c4g4hqx 161 4 0 0 CD cord-117778-8c4g4hqx 161 5 with with IN cord-117778-8c4g4hqx 161 6 a a DT cord-117778-8c4g4hqx 161 7 95 95 CD cord-117778-8c4g4hqx 161 8 % % NN cord-117778-8c4g4hqx 161 9 confidence confidence NN cord-117778-8c4g4hqx 161 10 interval interval NN cord-117778-8c4g4hqx 161 11 using use VBG cord-117778-8c4g4hqx 161 12 two two CD cord-117778-8c4g4hqx 161 13 different different JJ cord-117778-8c4g4hqx 161 14 starting starting NN cord-117778-8c4g4hqx 161 15 points point NNS cord-117778-8c4g4hqx 161 16 . . . cord-117778-8c4g4hqx 162 1 One one CD cord-117778-8c4g4hqx 162 2 from from IN cord-117778-8c4g4hqx 162 3 02-Mar-2020 02-Mar-2020 NNP cord-117778-8c4g4hqx 162 4 , , , cord-117778-8c4g4hqx 162 5 because because IN cord-117778-8c4g4hqx 162 6 the the DT cord-117778-8c4g4hqx 162 7 number number NN cord-117778-8c4g4hqx 162 8 of of IN cord-117778-8c4g4hqx 162 9 cases case NNS cord-117778-8c4g4hqx 162 10 in in IN cord-117778-8c4g4hqx 162 11 India India NNP cord-117778-8c4g4hqx 162 12 started start VBD cord-117778-8c4g4hqx 162 13 rising rise VBG cord-117778-8c4g4hqx 162 14 from from IN cord-117778-8c4g4hqx 162 15 that that DT cord-117778-8c4g4hqx 162 16 day day NN cord-117778-8c4g4hqx 162 17 . . . cord-117778-8c4g4hqx 163 1 The the DT cord-117778-8c4g4hqx 163 2 R r NN cord-117778-8c4g4hqx 163 3 0 0 CD cord-117778-8c4g4hqx 163 4 for for IN cord-117778-8c4g4hqx 163 5 India India NNP cord-117778-8c4g4hqx 163 6 for for IN cord-117778-8c4g4hqx 163 7 the the DT cord-117778-8c4g4hqx 163 8 first first JJ cord-117778-8c4g4hqx 163 9 22 22 CD cord-117778-8c4g4hqx 163 10 days day NNS cord-117778-8c4g4hqx 163 11 till till IN cord-117778-8c4g4hqx 163 12 the the DT cord-117778-8c4g4hqx 163 13 lockdown lockdown NN cord-117778-8c4g4hqx 163 14 is be VBZ cord-117778-8c4g4hqx 163 15 around around IN cord-117778-8c4g4hqx 163 16 2.5 2.5 CD cord-117778-8c4g4hqx 163 17 , , , cord-117778-8c4g4hqx 163 18 like like IN cord-117778-8c4g4hqx 163 19 China China NNP cord-117778-8c4g4hqx 163 20 . . . cord-117778-8c4g4hqx 164 1 However however RB cord-117778-8c4g4hqx 164 2 , , , cord-117778-8c4g4hqx 164 3 if if IN cord-117778-8c4g4hqx 164 4 we -PRON- PRP cord-117778-8c4g4hqx 164 5 use use VBP cord-117778-8c4g4hqx 164 6 the the DT cord-117778-8c4g4hqx 164 7 data datum NNS cord-117778-8c4g4hqx 164 8 , , , cord-117778-8c4g4hqx 164 9 till till IN cord-117778-8c4g4hqx 164 10 04-Apr-2020 04-apr-2020 CD cord-117778-8c4g4hqx 164 11 , , , cord-117778-8c4g4hqx 164 12 then then RB cord-117778-8c4g4hqx 164 13 the the DT cord-117778-8c4g4hqx 164 14 R r NN cord-117778-8c4g4hqx 164 15 0 0 CD cord-117778-8c4g4hqx 164 16 value value NN cord-117778-8c4g4hqx 164 17 is be VBZ cord-117778-8c4g4hqx 164 18 around around IN cord-117778-8c4g4hqx 164 19 2.75 2.75 CD cord-117778-8c4g4hqx 164 20 . . . cord-117778-8c4g4hqx 165 1 In in IN cord-117778-8c4g4hqx 165 2 the the DT cord-117778-8c4g4hqx 165 3 second second JJ cord-117778-8c4g4hqx 165 4 approach approach NN cord-117778-8c4g4hqx 165 5 , , , cord-117778-8c4g4hqx 165 6 we -PRON- PRP cord-117778-8c4g4hqx 165 7 consider consider VBP cord-117778-8c4g4hqx 165 8 India India NNP cord-117778-8c4g4hqx 165 9 's 's POS cord-117778-8c4g4hqx 165 10 breakout breakout NN cord-117778-8c4g4hqx 165 11 from from IN cord-117778-8c4g4hqx 165 12 23-Jan-2020 23-jan-2020 CD cord-117778-8c4g4hqx 165 13 . . . cord-117778-8c4g4hqx 166 1 In in IN cord-117778-8c4g4hqx 166 2 that that DT cord-117778-8c4g4hqx 166 3 situation situation NN cord-117778-8c4g4hqx 166 4 , , , cord-117778-8c4g4hqx 166 5 if if IN cord-117778-8c4g4hqx 166 6 we -PRON- PRP cord-117778-8c4g4hqx 166 7 consider consider VBP cord-117778-8c4g4hqx 166 8 the the DT cord-117778-8c4g4hqx 166 9 data datum NNS cord-117778-8c4g4hqx 166 10 till till IN cord-117778-8c4g4hqx 166 11 24-Mar-2020 24-mar-2020 CD cord-117778-8c4g4hqx 166 12 , , , cord-117778-8c4g4hqx 166 13 the the DT cord-117778-8c4g4hqx 166 14 R r NN cord-117778-8c4g4hqx 166 15 0 0 CD cord-117778-8c4g4hqx 166 16 with with IN cord-117778-8c4g4hqx 166 17 95 95 CD cord-117778-8c4g4hqx 166 18 % % NN cord-117778-8c4g4hqx 166 19 confidence confidence NN cord-117778-8c4g4hqx 166 20 is be VBZ cord-117778-8c4g4hqx 166 21 almost almost RB cord-117778-8c4g4hqx 166 22 1.9 1.9 CD cord-117778-8c4g4hqx 166 23 and and CC cord-117778-8c4g4hqx 166 24 if if IN cord-117778-8c4g4hqx 166 25 we -PRON- PRP cord-117778-8c4g4hqx 166 26 consider consider VBP cord-117778-8c4g4hqx 166 27 data datum NNS cord-117778-8c4g4hqx 166 28 till till IN cord-117778-8c4g4hqx 166 29 04-Apr-2020 04-apr-2020 CD cord-117778-8c4g4hqx 166 30 , , , cord-117778-8c4g4hqx 166 31 the the DT cord-117778-8c4g4hqx 166 32 R r NN cord-117778-8c4g4hqx 166 33 0 0 CD cord-117778-8c4g4hqx 166 34 is be VBZ cord-117778-8c4g4hqx 166 35 nearly nearly RB cord-117778-8c4g4hqx 166 36 2.1 2.1 CD cord-117778-8c4g4hqx 166 37 . . . cord-117778-8c4g4hqx 166 38 . . . cord-117778-8c4g4hqx 167 1 We -PRON- PRP cord-117778-8c4g4hqx 167 2 consider consider VBP cord-117778-8c4g4hqx 167 3 the the DT cord-117778-8c4g4hqx 167 4 date date NN cord-117778-8c4g4hqx 167 5 range range NN cord-117778-8c4g4hqx 167 6 for for IN cord-117778-8c4g4hqx 167 7 Hubei Hubei NNP cord-117778-8c4g4hqx 167 8 from from IN cord-117778-8c4g4hqx 167 9 23-Jan-2020 23-jan-2020 CD cord-117778-8c4g4hqx 167 10 to to IN cord-117778-8c4g4hqx 167 11 14-Feb-2020 14-feb-2020 CD cord-117778-8c4g4hqx 167 12 , , , cord-117778-8c4g4hqx 167 13 i.e. i.e. FW cord-117778-8c4g4hqx 167 14 , , , cord-117778-8c4g4hqx 167 15 during during IN cord-117778-8c4g4hqx 167 16 the the DT cord-117778-8c4g4hqx 167 17 first first JJ cord-117778-8c4g4hqx 167 18 23 23 CD cord-117778-8c4g4hqx 167 19 days day NNS cord-117778-8c4g4hqx 167 20 of of IN cord-117778-8c4g4hqx 167 21 Hubei Hubei NNP cord-117778-8c4g4hqx 167 22 lockdown lockdown NN cord-117778-8c4g4hqx 167 23 . . . cord-117778-8c4g4hqx 168 1 On on IN cord-117778-8c4g4hqx 168 2 the the DT cord-117778-8c4g4hqx 168 3 other other JJ cord-117778-8c4g4hqx 168 4 hand hand NN cord-117778-8c4g4hqx 168 5 , , , cord-117778-8c4g4hqx 168 6 we -PRON- PRP cord-117778-8c4g4hqx 168 7 considered consider VBD cord-117778-8c4g4hqx 168 8 the the DT cord-117778-8c4g4hqx 168 9 data datum NNS cord-117778-8c4g4hqx 168 10 for for IN cord-117778-8c4g4hqx 168 11 India India NNP cord-117778-8c4g4hqx 168 12 , , , cord-117778-8c4g4hqx 168 13 from from IN cord-117778-8c4g4hqx 168 14 the the DT cord-117778-8c4g4hqx 168 15 02-Jan-2020 02-jan-2020 CD cord-117778-8c4g4hqx 168 16 to to IN cord-117778-8c4g4hqx 168 17 24-Jan-2020 24-jan-2020 CD cord-117778-8c4g4hqx 168 18 , , , cord-117778-8c4g4hqx 168 19 before before IN cord-117778-8c4g4hqx 168 20 the the DT cord-117778-8c4g4hqx 168 21 lockdown lockdown NN cord-117778-8c4g4hqx 168 22 . . . cord-117778-8c4g4hqx 169 1 On on IN cord-117778-8c4g4hqx 169 2 the the DT cord-117778-8c4g4hqx 169 3 23-Jan-2020 23-jan-2020 CD cord-117778-8c4g4hqx 169 4 , , , cord-117778-8c4g4hqx 169 5 Hubei Hubei NNP cord-117778-8c4g4hqx 169 6 had have VBD cord-117778-8c4g4hqx 169 7 444 444 CD cord-117778-8c4g4hqx 169 8 confirmed confirm VBN cord-117778-8c4g4hqx 169 9 cases case NNS cord-117778-8c4g4hqx 169 10 and and CC cord-117778-8c4g4hqx 169 11 overall overall JJ cord-117778-8c4g4hqx 169 12 China China NNP cord-117778-8c4g4hqx 169 13 had have VBD cord-117778-8c4g4hqx 169 14 548 548 CD cord-117778-8c4g4hqx 169 15 confirmed confirm VBN cord-117778-8c4g4hqx 169 16 cases case NNS cord-117778-8c4g4hqx 169 17 . . . cord-117778-8c4g4hqx 170 1 On on IN cord-117778-8c4g4hqx 170 2 02-Jan-2020 02-jan-2020 CD cord-117778-8c4g4hqx 170 3 , , , cord-117778-8c4g4hqx 170 4 India India NNP cord-117778-8c4g4hqx 170 5 had have VBD cord-117778-8c4g4hqx 170 6 only only RB cord-117778-8c4g4hqx 170 7 3 3 CD cord-117778-8c4g4hqx 170 8 confirmed confirm VBN cord-117778-8c4g4hqx 170 9 cases case NNS cord-117778-8c4g4hqx 170 10 , , , cord-117778-8c4g4hqx 170 11 whereas whereas IN cord-117778-8c4g4hqx 170 12 on on IN cord-117778-8c4g4hqx 170 13 the the DT cord-117778-8c4g4hqx 170 14 day day NN cord-117778-8c4g4hqx 170 15 of of IN cord-117778-8c4g4hqx 170 16 lockdown lockdown NN cord-117778-8c4g4hqx 170 17 , , , cord-117778-8c4g4hqx 170 18 i.e. i.e. FW cord-117778-8c4g4hqx 170 19 , , , cord-117778-8c4g4hqx 170 20 on on IN cord-117778-8c4g4hqx 170 21 24-Jan-2020 24-jan-2020 CD cord-117778-8c4g4hqx 170 22 , , , cord-117778-8c4g4hqx 170 23 India India NNP cord-117778-8c4g4hqx 170 24 had have VBD cord-117778-8c4g4hqx 170 25 536 536 CD cord-117778-8c4g4hqx 170 26 confirmed confirm VBN cord-117778-8c4g4hqx 170 27 cases case NNS cord-117778-8c4g4hqx 170 28 . . . cord-117778-8c4g4hqx 171 1 Punjab Punjab NNP cord-117778-8c4g4hqx 171 2 's 's POS cord-117778-8c4g4hqx 171 3 high high JJ cord-117778-8c4g4hqx 171 4 R r NN cord-117778-8c4g4hqx 171 5 0 0 CD cord-117778-8c4g4hqx 171 6 is be VBZ cord-117778-8c4g4hqx 171 7 likely likely JJ cord-117778-8c4g4hqx 171 8 due due IN cord-117778-8c4g4hqx 171 9 to to IN cord-117778-8c4g4hqx 171 10 a a DT cord-117778-8c4g4hqx 171 11 super super JJ cord-117778-8c4g4hqx 171 12 spreader spreader NN cord-117778-8c4g4hqx 171 13 ignored ignore VBN cord-117778-8c4g4hqx 171 14 advice advice NN cord-117778-8c4g4hqx 171 15 to to IN cord-117778-8c4g4hqx 171 16 self self NN cord-117778-8c4g4hqx 171 17 quarantine quarantine NN cord-117778-8c4g4hqx 171 18 after after IN cord-117778-8c4g4hqx 171 19 returning return VBG cord-117778-8c4g4hqx 171 20 from from IN cord-117778-8c4g4hqx 171 21 a a DT cord-117778-8c4g4hqx 171 22 trip trip NN cord-117778-8c4g4hqx 171 23 to to IN cord-117778-8c4g4hqx 171 24 Italy Italy NNP cord-117778-8c4g4hqx 171 25 and and CC cord-117778-8c4g4hqx 171 26 Germany Germany NNP cord-117778-8c4g4hqx 171 27 , , , cord-117778-8c4g4hqx 171 28 see see VB cord-117778-8c4g4hqx 171 29 [ [ -LRB- cord-117778-8c4g4hqx 171 30 1 1 CD cord-117778-8c4g4hqx 171 31 ] ] -RRB- cord-117778-8c4g4hqx 171 32 . . . cord-117778-8c4g4hqx 172 1 The the DT cord-117778-8c4g4hqx 172 2 high high JJ cord-117778-8c4g4hqx 172 3 R r NN cord-117778-8c4g4hqx 172 4 0 0 CD cord-117778-8c4g4hqx 172 5 is be VBZ cord-117778-8c4g4hqx 172 6 likely likely JJ cord-117778-8c4g4hqx 172 7 due due IN cord-117778-8c4g4hqx 172 8 to to IN cord-117778-8c4g4hqx 172 9 a a DT cord-117778-8c4g4hqx 172 10 super super JJ cord-117778-8c4g4hqx 172 11 spreader spreader NN cord-117778-8c4g4hqx 172 12 ignored ignore VBN cord-117778-8c4g4hqx 172 13 advice advice NN cord-117778-8c4g4hqx 172 14 to to IN cord-117778-8c4g4hqx 172 15 self self NN cord-117778-8c4g4hqx 172 16 quarantine quarantine NN cord-117778-8c4g4hqx 172 17 after after IN cord-117778-8c4g4hqx 172 18 returning return VBG cord-117778-8c4g4hqx 172 19 from from IN cord-117778-8c4g4hqx 172 20 a a DT cord-117778-8c4g4hqx 172 21 trip trip NN cord-117778-8c4g4hqx 172 22 to to IN cord-117778-8c4g4hqx 172 23 Italy Italy NNP cord-117778-8c4g4hqx 172 24 and and CC cord-117778-8c4g4hqx 172 25 Germany Germany NNP cord-117778-8c4g4hqx 172 26 , , , cord-117778-8c4g4hqx 172 27 see see VB cord-117778-8c4g4hqx 172 28 [ [ -LRB- cord-117778-8c4g4hqx 172 29 1 1 CD cord-117778-8c4g4hqx 172 30 ] ] -RRB- cord-117778-8c4g4hqx 172 31 . . . cord-117778-8c4g4hqx 173 1 Coronavirus Coronavirus NNP cord-117778-8c4g4hqx 173 2 : : : cord-117778-8c4g4hqx 174 1 India India NNP cord-117778-8c4g4hqx 174 2 ' ' POS cord-117778-8c4g4hqx 174 3 super super JJ cord-117778-8c4g4hqx 174 4 spreader spreader NN cord-117778-8c4g4hqx 174 5 ' ' '' cord-117778-8c4g4hqx 174 6 quarantines quarantine NNS cord-117778-8c4g4hqx 174 7 40,000 40,000 CD cord-117778-8c4g4hqx 174 8 people people NNS cord-117778-8c4g4hqx 174 9 . . . cord-117778-8c4g4hqx 175 1 BBC BBC NNP cord-117778-8c4g4hqx 175 2 News News NNP cord-117778-8c4g4hqx 175 3 Coronavirus Coronavirus NNP cord-117778-8c4g4hqx 175 4 : : : cord-117778-8c4g4hqx 176 1 Why why WRB cord-117778-8c4g4hqx 176 2 is be VBZ cord-117778-8c4g4hqx 176 3 india india NNP cord-117778-8c4g4hqx 176 4 testing testing NN cord-117778-8c4g4hqx 176 5 so so RB cord-117778-8c4g4hqx 176 6 little little JJ cord-117778-8c4g4hqx 176 7 ? ? . cord-117778-8c4g4hqx 177 1 BBC BBC NNP cord-117778-8c4g4hqx 177 2 News News NNP cord-117778-8c4g4hqx 177 3 Science Science NNP cord-117778-8c4g4hqx 177 4 and and CC cord-117778-8c4g4hqx 177 5 statistics statistic NNS cord-117778-8c4g4hqx 178 1 Mathematical mathematical JJ cord-117778-8c4g4hqx 178 2 Epidemiology Epidemiology NNP cord-117778-8c4g4hqx 178 3 Impact Impact NNP cord-117778-8c4g4hqx 178 4 of of IN cord-117778-8c4g4hqx 178 5 non non JJ cord-117778-8c4g4hqx 178 6 - - JJ cord-117778-8c4g4hqx 178 7 pharmaceutical pharmaceutical JJ cord-117778-8c4g4hqx 178 8 interventions intervention NNS cord-117778-8c4g4hqx 178 9 ( ( -LRB- cord-117778-8c4g4hqx 178 10 npis npis NNP cord-117778-8c4g4hqx 178 11 ) ) -RRB- cord-117778-8c4g4hqx 179 1 toto toto NNP cord-117778-8c4g4hqx 179 2 reduce reduce VB cord-117778-8c4g4hqx 179 3 covid-19 covid-19 NNP cord-117778-8c4g4hqx 179 4 mortality mortality NN cord-117778-8c4g4hqx 179 5 and and CC cord-117778-8c4g4hqx 179 6 healthcare healthcare NN cord-117778-8c4g4hqx 179 7 demand demand NN cord-117778-8c4g4hqx 179 8 . . . cord-117778-8c4g4hqx 180 1 London London NNP cord-117778-8c4g4hqx 180 2 : : : cord-117778-8c4g4hqx 180 3 Imperial Imperial NNP cord-117778-8c4g4hqx 180 4 College College NNP cord-117778-8c4g4hqx 180 5 COVID-19 COVID-19 NNP cord-117778-8c4g4hqx 180 6 Response Response NNP cord-117778-8c4g4hqx 180 7 Team Team NNP cord-117778-8c4g4hqx 181 1 Early early JJ cord-117778-8c4g4hqx 181 2 transmission transmission NN cord-117778-8c4g4hqx 181 3 dynamics dynamic NNS cord-117778-8c4g4hqx 181 4 in in IN cord-117778-8c4g4hqx 181 5 wuhan wuhan NNP cord-117778-8c4g4hqx 181 6 , , , cord-117778-8c4g4hqx 181 7 china china NNP cord-117778-8c4g4hqx 181 8 , , , cord-117778-8c4g4hqx 181 9 of of IN cord-117778-8c4g4hqx 181 10 novel novel NNP cord-117778-8c4g4hqx 181 11 corona corona NNP cord-117778-8c4g4hqx 181 12 virus virus NN cord-117778-8c4g4hqx 181 13 - - HYPH cord-117778-8c4g4hqx 181 14 infected infect VBN cord-117778-8c4g4hqx 181 15 pneumonia pneumonia NN cord-117778-8c4g4hqx 182 1 The the DT cord-117778-8c4g4hqx 182 2 r0 r0 NNP cord-117778-8c4g4hqx 182 3 package package NN cord-117778-8c4g4hqx 182 4 : : : cord-117778-8c4g4hqx 182 5 a a DT cord-117778-8c4g4hqx 182 6 toolbox toolbox NN cord-117778-8c4g4hqx 182 7 to to TO cord-117778-8c4g4hqx 182 8 estimate estimate VB cord-117778-8c4g4hqx 182 9 reproduction reproduction NN cord-117778-8c4g4hqx 182 10 numbers number NNS cord-117778-8c4g4hqx 182 11 for for IN cord-117778-8c4g4hqx 182 12 epidemic epidemic NN cord-117778-8c4g4hqx 182 13 outbreaks outbreak NNS cord-117778-8c4g4hqx 182 14 Coronavirus Coronavirus NNP cord-117778-8c4g4hqx 182 15 : : : cord-117778-8c4g4hqx 183 1 The the DT cord-117778-8c4g4hqx 183 2 woman woman NN cord-117778-8c4g4hqx 183 3 behind behind IN cord-117778-8c4g4hqx 183 4 india india NNP cord-117778-8c4g4hqx 183 5 's 's POS cord-117778-8c4g4hqx 183 6 first first JJ cord-117778-8c4g4hqx 183 7 testing testing NN cord-117778-8c4g4hqx 183 8 kit kit NN cord-117778-8c4g4hqx 183 9 A a DT cord-117778-8c4g4hqx 183 10 bayesian bayesian JJ cord-117778-8c4g4hqx 183 11 perspective perspective NN cord-117778-8c4g4hqx 183 12 of of IN cord-117778-8c4g4hqx 183 13 statistical statistical JJ cord-117778-8c4g4hqx 183 14 machine machine NN cord-117778-8c4g4hqx 183 15 learning learn VBG cord-117778-8c4g4hqx 183 16 for for IN cord-117778-8c4g4hqx 183 17 big big JJ cord-117778-8c4g4hqx 183 18 data datum NNS cord-117778-8c4g4hqx 183 19 deSolve desolve NN cord-117778-8c4g4hqx 183 20 : : : cord-117778-8c4g4hqx 183 21 Solvers solver NNS cord-117778-8c4g4hqx 183 22 for for IN cord-117778-8c4g4hqx 183 23 Initial Initial NNP cord-117778-8c4g4hqx 183 24 Value Value NNP cord-117778-8c4g4hqx 183 25 Problems Problems NNPS cord-117778-8c4g4hqx 183 26 of of IN cord-117778-8c4g4hqx 183 27 Differential Differential NNP cord-117778-8c4g4hqx 183 28 Equations Equations NNPS cord-117778-8c4g4hqx 183 29 A a DT cord-117778-8c4g4hqx 183 30 note note NN cord-117778-8c4g4hqx 183 31 on on IN cord-117778-8c4g4hqx 183 32 generation generation NN cord-117778-8c4g4hqx 183 33 times time NNS cord-117778-8c4g4hqx 183 34 in in IN cord-117778-8c4g4hqx 183 35 epidemic epidemic NN cord-117778-8c4g4hqx 183 36 models model NNS cord-117778-8c4g4hqx 183 37 Epidemic epidemic NN cord-117778-8c4g4hqx 183 38 modelling model VBG cord-117778-8c4g4hqx 183 39 with with IN cord-117778-8c4g4hqx 183 40 compartmental compartmental JJ cord-117778-8c4g4hqx 183 41 models model NNS cord-117778-8c4g4hqx 183 42 using use VBG cord-117778-8c4g4hqx 183 43 r r NNP cord-117778-8c4g4hqx 183 44 Hospital Hospital NNP cord-117778-8c4g4hqx 183 45 beds bed NNS cord-117778-8c4g4hqx 183 46 ( ( -LRB- cord-117778-8c4g4hqx 183 47 per per IN cord-117778-8c4g4hqx 183 48 1,000 1,000 CD cord-117778-8c4g4hqx 183 49 people people NNS cord-117778-8c4g4hqx 183 50 ) ) -RRB- cord-117778-8c4g4hqx 184 1 Here here RB cord-117778-8c4g4hqx 184 2 due due IN cord-117778-8c4g4hqx 184 3 to to IN cord-117778-8c4g4hqx 184 4 space space NN cord-117778-8c4g4hqx 184 5 constraint constraint NN cord-117778-8c4g4hqx 184 6 , , , cord-117778-8c4g4hqx 184 7 we -PRON- PRP cord-117778-8c4g4hqx 184 8 present present VBP cord-117778-8c4g4hqx 184 9 only only RB cord-117778-8c4g4hqx 184 10 5 5 CD cord-117778-8c4g4hqx 184 11 days day NNS cord-117778-8c4g4hqx 184 12 interval interval NN cord-117778-8c4g4hqx 184 13 and and CC cord-117778-8c4g4hqx 184 14 recent recent JJ cord-117778-8c4g4hqx 184 15 out out IN cord-117778-8c4g4hqx 184 16 of of IN cord-117778-8c4g4hqx 184 17 sample sample NN cord-117778-8c4g4hqx 184 18 values value NNS cord-117778-8c4g4hqx 184 19 at at IN cord-117778-8c4g4hqx 184 20 the the DT cord-117778-8c4g4hqx 184 21 daily daily JJ cord-117778-8c4g4hqx 184 22 level level NN