id sid tid token lemma pos cord-317465-ucwuptgg 1 1 key key NNP cord-317465-ucwuptgg 1 2 : : : cord-317465-ucwuptgg 1 3 cord-317465-ucwuptgg cord-317465-ucwuptgg XX cord-317465-ucwuptgg 2 1 authors author NNS cord-317465-ucwuptgg 2 2 : : : cord-317465-ucwuptgg 2 3 FANG FANG NNP cord-317465-ucwuptgg 2 4 , , , cord-317465-ucwuptgg 2 5 H. H. NNP cord-317465-ucwuptgg 2 6 ; ; : cord-317465-ucwuptgg 2 7 WANG WANG NNP cord-317465-ucwuptgg 2 8 , , , cord-317465-ucwuptgg 2 9 L. L. NNP cord-317465-ucwuptgg 2 10 ; ; : cord-317465-ucwuptgg 2 11 YANG YANG NNP cord-317465-ucwuptgg 2 12 , , , cord-317465-ucwuptgg 3 1 Y. Y. NNP cord-317465-ucwuptgg 3 2 title title NN cord-317465-ucwuptgg 3 3 : : : cord-317465-ucwuptgg 4 1 Human Human NNP cord-317465-ucwuptgg 4 2 Mobility Mobility NNP cord-317465-ucwuptgg 4 3 Restrictions Restrictions NNPS cord-317465-ucwuptgg 4 4 and and CC cord-317465-ucwuptgg 4 5 the the DT cord-317465-ucwuptgg 4 6 Spread spread NN cord-317465-ucwuptgg 4 7 of of IN cord-317465-ucwuptgg 4 8 the the DT cord-317465-ucwuptgg 4 9 Novel Novel NNP cord-317465-ucwuptgg 4 10 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 4 11 ( ( -LRB- cord-317465-ucwuptgg 4 12 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 4 13 ) ) -RRB- cord-317465-ucwuptgg 4 14 in in IN cord-317465-ucwuptgg 4 15 China China NNP cord-317465-ucwuptgg 4 16 date date NN cord-317465-ucwuptgg 4 17 : : : cord-317465-ucwuptgg 4 18 2020 2020 CD cord-317465-ucwuptgg 4 19 - - HYPH cord-317465-ucwuptgg 4 20 03 03 CD cord-317465-ucwuptgg 4 21 - - SYM cord-317465-ucwuptgg 4 22 26 26 CD cord-317465-ucwuptgg 4 23 journal journal NN cord-317465-ucwuptgg 4 24 : : : cord-317465-ucwuptgg 4 25 nan nan NNP cord-317465-ucwuptgg 4 26 DOI DOI NNP cord-317465-ucwuptgg 4 27 : : : cord-317465-ucwuptgg 4 28 10.1101/2020.03.24.20042424 10.1101/2020.03.24.20042424 CD cord-317465-ucwuptgg 4 29 sha sha NN cord-317465-ucwuptgg 4 30 : : : cord-317465-ucwuptgg 5 1 8e86f3db4d5799b4ef82d8b587b3f58434666082 8e86f3db4d5799b4ef82d8b587b3f58434666082 LS cord-317465-ucwuptgg 5 2 doc_id doc_id CD cord-317465-ucwuptgg 5 3 : : : cord-317465-ucwuptgg 6 1 317465 317465 CD cord-317465-ucwuptgg 6 2 cord_uid cord_uid NNS cord-317465-ucwuptgg 6 3 : : : cord-317465-ucwuptgg 6 4 ucwuptgg ucwuptgg NNP cord-317465-ucwuptgg 7 1 We -PRON- PRP cord-317465-ucwuptgg 7 2 quantify quantify VBP cord-317465-ucwuptgg 7 3 the the DT cord-317465-ucwuptgg 7 4 causal causal JJ cord-317465-ucwuptgg 7 5 impact impact NN cord-317465-ucwuptgg 7 6 of of IN cord-317465-ucwuptgg 7 7 human human JJ cord-317465-ucwuptgg 7 8 mobility mobility NN cord-317465-ucwuptgg 7 9 restrictions restriction NNS cord-317465-ucwuptgg 7 10 , , , cord-317465-ucwuptgg 7 11 particularly particularly RB cord-317465-ucwuptgg 7 12 the the DT cord-317465-ucwuptgg 7 13 lockdown lockdown NN cord-317465-ucwuptgg 7 14 of of IN cord-317465-ucwuptgg 7 15 the the DT cord-317465-ucwuptgg 7 16 city city NN cord-317465-ucwuptgg 7 17 of of IN cord-317465-ucwuptgg 7 18 Wuhan Wuhan NNP cord-317465-ucwuptgg 7 19 on on IN cord-317465-ucwuptgg 7 20 January January NNP cord-317465-ucwuptgg 7 21 23 23 CD cord-317465-ucwuptgg 7 22 , , , cord-317465-ucwuptgg 7 23 2020 2020 CD cord-317465-ucwuptgg 7 24 , , , cord-317465-ucwuptgg 7 25 on on IN cord-317465-ucwuptgg 7 26 the the DT cord-317465-ucwuptgg 7 27 containment containment NN cord-317465-ucwuptgg 7 28 and and CC cord-317465-ucwuptgg 7 29 delay delay NN cord-317465-ucwuptgg 7 30 of of IN cord-317465-ucwuptgg 7 31 the the DT cord-317465-ucwuptgg 7 32 spread spread NN cord-317465-ucwuptgg 7 33 of of IN cord-317465-ucwuptgg 7 34 the the DT cord-317465-ucwuptgg 7 35 Novel Novel NNP cord-317465-ucwuptgg 7 36 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 7 37 ( ( -LRB- cord-317465-ucwuptgg 7 38 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 7 39 ) ) -RRB- cord-317465-ucwuptgg 7 40 . . . cord-317465-ucwuptgg 8 1 We -PRON- PRP cord-317465-ucwuptgg 8 2 employ employ VBP cord-317465-ucwuptgg 8 3 a a DT cord-317465-ucwuptgg 8 4 set set NN cord-317465-ucwuptgg 8 5 of of IN cord-317465-ucwuptgg 8 6 difference difference NN cord-317465-ucwuptgg 8 7 - - HYPH cord-317465-ucwuptgg 8 8 in in IN cord-317465-ucwuptgg 8 9 - - HYPH cord-317465-ucwuptgg 8 10 differences difference NNS cord-317465-ucwuptgg 8 11 ( ( -LRB- cord-317465-ucwuptgg 8 12 DID do VBD cord-317465-ucwuptgg 8 13 ) ) -RRB- cord-317465-ucwuptgg 8 14 estimations estimation NNS cord-317465-ucwuptgg 8 15 to to TO cord-317465-ucwuptgg 8 16 disentangle disentangle VB cord-317465-ucwuptgg 8 17 the the DT cord-317465-ucwuptgg 8 18 lockdown lockdown NN cord-317465-ucwuptgg 8 19 effect effect NN cord-317465-ucwuptgg 8 20 on on IN cord-317465-ucwuptgg 8 21 human human JJ cord-317465-ucwuptgg 8 22 mobility mobility NN cord-317465-ucwuptgg 8 23 reductions reduction NNS cord-317465-ucwuptgg 8 24 from from IN cord-317465-ucwuptgg 8 25 other other JJ cord-317465-ucwuptgg 8 26 confounding confounding JJ cord-317465-ucwuptgg 8 27 effects effect NNS cord-317465-ucwuptgg 8 28 including include VBG cord-317465-ucwuptgg 8 29 panic panic NN cord-317465-ucwuptgg 8 30 effect effect NN cord-317465-ucwuptgg 8 31 , , , cord-317465-ucwuptgg 8 32 virus virus NN cord-317465-ucwuptgg 8 33 effect effect NN cord-317465-ucwuptgg 8 34 , , , cord-317465-ucwuptgg 8 35 and and CC cord-317465-ucwuptgg 8 36 the the DT cord-317465-ucwuptgg 8 37 Spring Spring NNP cord-317465-ucwuptgg 8 38 Festival Festival NNP cord-317465-ucwuptgg 8 39 effect effect NN cord-317465-ucwuptgg 8 40 . . . cord-317465-ucwuptgg 9 1 We -PRON- PRP cord-317465-ucwuptgg 9 2 find find VBP cord-317465-ucwuptgg 9 3 that that IN cord-317465-ucwuptgg 9 4 the the DT cord-317465-ucwuptgg 9 5 lockdown lockdown NN cord-317465-ucwuptgg 9 6 of of IN cord-317465-ucwuptgg 9 7 Wuhan Wuhan NNP cord-317465-ucwuptgg 9 8 reduced reduce VBN cord-317465-ucwuptgg 9 9 inflow inflow NN cord-317465-ucwuptgg 9 10 into into IN cord-317465-ucwuptgg 9 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 9 12 by by IN cord-317465-ucwuptgg 9 13 76.64 76.64 CD cord-317465-ucwuptgg 9 14 % % NN cord-317465-ucwuptgg 9 15 , , , cord-317465-ucwuptgg 9 16 outflows outflow NNS cord-317465-ucwuptgg 9 17 from from IN cord-317465-ucwuptgg 9 18 Wuhan Wuhan NNP cord-317465-ucwuptgg 9 19 by by IN cord-317465-ucwuptgg 9 20 56.35 56.35 CD cord-317465-ucwuptgg 9 21 % % NN cord-317465-ucwuptgg 9 22 , , , cord-317465-ucwuptgg 9 23 and and CC cord-317465-ucwuptgg 9 24 within within IN cord-317465-ucwuptgg 9 25 - - HYPH cord-317465-ucwuptgg 9 26 Wuhan Wuhan NNP cord-317465-ucwuptgg 9 27 movements movement NNS cord-317465-ucwuptgg 9 28 by by IN cord-317465-ucwuptgg 9 29 54.15 54.15 CD cord-317465-ucwuptgg 9 30 % % NN cord-317465-ucwuptgg 9 31 . . . cord-317465-ucwuptgg 10 1 We -PRON- PRP cord-317465-ucwuptgg 10 2 also also RB cord-317465-ucwuptgg 10 3 estimate estimate VBP cord-317465-ucwuptgg 10 4 the the DT cord-317465-ucwuptgg 10 5 dynamic dynamic JJ cord-317465-ucwuptgg 10 6 effects effect NNS cord-317465-ucwuptgg 10 7 of of IN cord-317465-ucwuptgg 10 8 up up IN cord-317465-ucwuptgg 10 9 to to TO cord-317465-ucwuptgg 10 10 22 22 CD cord-317465-ucwuptgg 10 11 lagged lag VBN cord-317465-ucwuptgg 10 12 population population NN cord-317465-ucwuptgg 10 13 inflows inflow NNS cord-317465-ucwuptgg 10 14 from from IN cord-317465-ucwuptgg 10 15 Wuhan Wuhan NNP cord-317465-ucwuptgg 10 16 and and CC cord-317465-ucwuptgg 10 17 other other JJ cord-317465-ucwuptgg 10 18 Hubei Hubei NNP cord-317465-ucwuptgg 10 19 cities city NNS cord-317465-ucwuptgg 10 20 , , , cord-317465-ucwuptgg 10 21 the the DT cord-317465-ucwuptgg 10 22 epicenter epicenter NN cord-317465-ucwuptgg 10 23 of of IN cord-317465-ucwuptgg 10 24 the the DT cord-317465-ucwuptgg 10 25 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 10 26 outbreak outbreak NN cord-317465-ucwuptgg 10 27 , , , cord-317465-ucwuptgg 10 28 on on IN cord-317465-ucwuptgg 10 29 the the DT cord-317465-ucwuptgg 10 30 destination destination NN cord-317465-ucwuptgg 10 31 cities city NNS cord-317465-ucwuptgg 10 32 ' ' POS cord-317465-ucwuptgg 10 33 new new JJ cord-317465-ucwuptgg 10 34 infection infection NN cord-317465-ucwuptgg 10 35 cases case NNS cord-317465-ucwuptgg 10 36 . . . cord-317465-ucwuptgg 11 1 We -PRON- PRP cord-317465-ucwuptgg 11 2 find find VBP cord-317465-ucwuptgg 11 3 , , , cord-317465-ucwuptgg 11 4 using use VBG cord-317465-ucwuptgg 11 5 simulations simulation NNS cord-317465-ucwuptgg 11 6 with with IN cord-317465-ucwuptgg 11 7 these these DT cord-317465-ucwuptgg 11 8 estimates estimate NNS cord-317465-ucwuptgg 11 9 , , , cord-317465-ucwuptgg 11 10 that that IN cord-317465-ucwuptgg 11 11 the the DT cord-317465-ucwuptgg 11 12 lockdown lockdown NN cord-317465-ucwuptgg 11 13 of of IN cord-317465-ucwuptgg 11 14 the the DT cord-317465-ucwuptgg 11 15 city city NN cord-317465-ucwuptgg 11 16 of of IN cord-317465-ucwuptgg 11 17 Wuhan Wuhan NNP cord-317465-ucwuptgg 11 18 on on IN cord-317465-ucwuptgg 11 19 January January NNP cord-317465-ucwuptgg 11 20 23 23 CD cord-317465-ucwuptgg 11 21 , , , cord-317465-ucwuptgg 11 22 2020 2020 CD cord-317465-ucwuptgg 11 23 contributed contribute VBD cord-317465-ucwuptgg 11 24 significantly significantly RB cord-317465-ucwuptgg 11 25 to to IN cord-317465-ucwuptgg 11 26 reducing reduce VBG cord-317465-ucwuptgg 11 27 the the DT cord-317465-ucwuptgg 11 28 total total JJ cord-317465-ucwuptgg 11 29 infection infection NN cord-317465-ucwuptgg 11 30 cases case NNS cord-317465-ucwuptgg 11 31 outside outside RB cord-317465-ucwuptgg 11 32 of of IN cord-317465-ucwuptgg 11 33 Wuhan Wuhan NNP cord-317465-ucwuptgg 11 34 , , , cord-317465-ucwuptgg 11 35 even even RB cord-317465-ucwuptgg 11 36 with with IN cord-317465-ucwuptgg 11 37 the the DT cord-317465-ucwuptgg 11 38 social social JJ cord-317465-ucwuptgg 11 39 distancing distance VBG cord-317465-ucwuptgg 11 40 measures measure NNS cord-317465-ucwuptgg 11 41 later later RB cord-317465-ucwuptgg 11 42 imposed impose VBN cord-317465-ucwuptgg 11 43 by by IN cord-317465-ucwuptgg 11 44 other other JJ cord-317465-ucwuptgg 11 45 cities city NNS cord-317465-ucwuptgg 11 46 . . . cord-317465-ucwuptgg 12 1 We -PRON- PRP cord-317465-ucwuptgg 12 2 find find VBP cord-317465-ucwuptgg 12 3 that that IN cord-317465-ucwuptgg 12 4 the the DT cord-317465-ucwuptgg 12 5 COVID-19 covid-19 CD cord-317465-ucwuptgg 12 6 cases case NNS cord-317465-ucwuptgg 12 7 would would MD cord-317465-ucwuptgg 12 8 be be VB cord-317465-ucwuptgg 12 9 64.81 64.81 CD cord-317465-ucwuptgg 12 10 % % NN cord-317465-ucwuptgg 12 11 higher high JJR cord-317465-ucwuptgg 12 12 in in IN cord-317465-ucwuptgg 12 13 the the DT cord-317465-ucwuptgg 12 14 347 347 CD cord-317465-ucwuptgg 12 15 Chinese chinese JJ cord-317465-ucwuptgg 12 16 cities city NNS cord-317465-ucwuptgg 12 17 outside outside IN cord-317465-ucwuptgg 12 18 Hubei Hubei NNP cord-317465-ucwuptgg 12 19 province province NN cord-317465-ucwuptgg 12 20 , , , cord-317465-ucwuptgg 12 21 and and CC cord-317465-ucwuptgg 12 22 52.64 52.64 CD cord-317465-ucwuptgg 12 23 % % NN cord-317465-ucwuptgg 12 24 higher high JJR cord-317465-ucwuptgg 12 25 in in IN cord-317465-ucwuptgg 12 26 the the DT cord-317465-ucwuptgg 12 27 16 16 CD cord-317465-ucwuptgg 12 28 non non JJ cord-317465-ucwuptgg 12 29 - - JJ cord-317465-ucwuptgg 12 30 Wuhan wuhan JJ cord-317465-ucwuptgg 12 31 cities city NNS cord-317465-ucwuptgg 12 32 inside inside IN cord-317465-ucwuptgg 12 33 Hubei Hubei NNP cord-317465-ucwuptgg 12 34 , , , cord-317465-ucwuptgg 12 35 in in IN cord-317465-ucwuptgg 12 36 the the DT cord-317465-ucwuptgg 12 37 counterfactual counterfactual JJ cord-317465-ucwuptgg 12 38 world world NN cord-317465-ucwuptgg 12 39 in in IN cord-317465-ucwuptgg 12 40 which which WDT cord-317465-ucwuptgg 12 41 the the DT cord-317465-ucwuptgg 12 42 city city NN cord-317465-ucwuptgg 12 43 of of IN cord-317465-ucwuptgg 12 44 Wuhan Wuhan NNP cord-317465-ucwuptgg 12 45 were be VBD cord-317465-ucwuptgg 12 46 not not RB cord-317465-ucwuptgg 12 47 locked lock VBN cord-317465-ucwuptgg 12 48 down down RP cord-317465-ucwuptgg 12 49 from from IN cord-317465-ucwuptgg 12 50 January January NNP cord-317465-ucwuptgg 12 51 23 23 CD cord-317465-ucwuptgg 12 52 , , , cord-317465-ucwuptgg 12 53 2020 2020 CD cord-317465-ucwuptgg 12 54 . . . cord-317465-ucwuptgg 13 1 We -PRON- PRP cord-317465-ucwuptgg 13 2 also also RB cord-317465-ucwuptgg 13 3 find find VBP cord-317465-ucwuptgg 13 4 that that IN cord-317465-ucwuptgg 13 5 there there EX cord-317465-ucwuptgg 13 6 were be VBD cord-317465-ucwuptgg 13 7 substantial substantial JJ cord-317465-ucwuptgg 13 8 undocumented undocumented JJ cord-317465-ucwuptgg 13 9 infection infection NN cord-317465-ucwuptgg 13 10 cases case NNS cord-317465-ucwuptgg 13 11 in in IN cord-317465-ucwuptgg 13 12 the the DT cord-317465-ucwuptgg 13 13 early early JJ cord-317465-ucwuptgg 13 14 days day NNS cord-317465-ucwuptgg 13 15 of of IN cord-317465-ucwuptgg 13 16 the the DT cord-317465-ucwuptgg 13 17 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 13 18 outbreak outbreak NN cord-317465-ucwuptgg 13 19 in in IN cord-317465-ucwuptgg 13 20 Wuhan Wuhan NNP cord-317465-ucwuptgg 13 21 and and CC cord-317465-ucwuptgg 13 22 other other JJ cord-317465-ucwuptgg 13 23 cities city NNS cord-317465-ucwuptgg 13 24 of of IN cord-317465-ucwuptgg 13 25 Hubei Hubei NNP cord-317465-ucwuptgg 13 26 province province NN cord-317465-ucwuptgg 13 27 , , , cord-317465-ucwuptgg 13 28 but but CC cord-317465-ucwuptgg 13 29 over over IN cord-317465-ucwuptgg 13 30 time time NN cord-317465-ucwuptgg 13 31 , , , cord-317465-ucwuptgg 13 32 the the DT cord-317465-ucwuptgg 13 33 gap gap NN cord-317465-ucwuptgg 13 34 between between IN cord-317465-ucwuptgg 13 35 the the DT cord-317465-ucwuptgg 13 36 officially officially RB cord-317465-ucwuptgg 13 37 reported report VBN cord-317465-ucwuptgg 13 38 cases case NNS cord-317465-ucwuptgg 13 39 and and CC cord-317465-ucwuptgg 13 40 our -PRON- PRP$ cord-317465-ucwuptgg 13 41 estimated estimate VBN cord-317465-ucwuptgg 13 42 " " `` cord-317465-ucwuptgg 13 43 actual actual JJ cord-317465-ucwuptgg 13 44 " " '' cord-317465-ucwuptgg 13 45 cases case NNS cord-317465-ucwuptgg 13 46 narrows narrow VBZ cord-317465-ucwuptgg 13 47 significantly significantly RB cord-317465-ucwuptgg 13 48 . . . cord-317465-ucwuptgg 14 1 We -PRON- PRP cord-317465-ucwuptgg 14 2 also also RB cord-317465-ucwuptgg 14 3 find find VBP cord-317465-ucwuptgg 14 4 evidence evidence NN cord-317465-ucwuptgg 14 5 that that IN cord-317465-ucwuptgg 14 6 enhanced enhance VBD cord-317465-ucwuptgg 14 7 social social JJ cord-317465-ucwuptgg 14 8 distancing distance VBG cord-317465-ucwuptgg 14 9 policies policy NNS cord-317465-ucwuptgg 14 10 in in IN cord-317465-ucwuptgg 14 11 the the DT cord-317465-ucwuptgg 14 12 63 63 CD cord-317465-ucwuptgg 14 13 Chinese chinese JJ cord-317465-ucwuptgg 14 14 cities city NNS cord-317465-ucwuptgg 14 15 outside outside IN cord-317465-ucwuptgg 14 16 Hubei Hubei NNP cord-317465-ucwuptgg 14 17 province province NN cord-317465-ucwuptgg 14 18 are be VBP cord-317465-ucwuptgg 14 19 effective effective JJ cord-317465-ucwuptgg 14 20 in in IN cord-317465-ucwuptgg 14 21 reducing reduce VBG cord-317465-ucwuptgg 14 22 the the DT cord-317465-ucwuptgg 14 23 impact impact NN cord-317465-ucwuptgg 14 24 of of IN cord-317465-ucwuptgg 14 25 population population NN cord-317465-ucwuptgg 14 26 inflows inflow NNS cord-317465-ucwuptgg 14 27 from from IN cord-317465-ucwuptgg 14 28 the the DT cord-317465-ucwuptgg 14 29 epicenter epicenter JJ cord-317465-ucwuptgg 14 30 cities city NNS cord-317465-ucwuptgg 14 31 in in IN cord-317465-ucwuptgg 14 32 Hubei Hubei NNP cord-317465-ucwuptgg 14 33 province province NN cord-317465-ucwuptgg 14 34 on on IN cord-317465-ucwuptgg 14 35 the the DT cord-317465-ucwuptgg 14 36 spread spread NN cord-317465-ucwuptgg 14 37 of of IN cord-317465-ucwuptgg 14 38 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 14 39 virus virus NN cord-317465-ucwuptgg 14 40 in in IN cord-317465-ucwuptgg 14 41 the the DT cord-317465-ucwuptgg 14 42 destination destination NN cord-317465-ucwuptgg 14 43 cities city NNS cord-317465-ucwuptgg 14 44 elsewhere elsewhere RB cord-317465-ucwuptgg 14 45 . . . cord-317465-ucwuptgg 15 1 Human human JJ cord-317465-ucwuptgg 15 2 mobility mobility NN cord-317465-ucwuptgg 15 3 contributes contribute VBZ cord-317465-ucwuptgg 15 4 to to IN cord-317465-ucwuptgg 15 5 the the DT cord-317465-ucwuptgg 15 6 transmission transmission NN cord-317465-ucwuptgg 15 7 of of IN cord-317465-ucwuptgg 15 8 infectious infectious JJ cord-317465-ucwuptgg 15 9 diseases disease NNS cord-317465-ucwuptgg 15 10 that that WDT cord-317465-ucwuptgg 15 11 pose pose VBP cord-317465-ucwuptgg 15 12 serious serious JJ cord-317465-ucwuptgg 15 13 threats threat NNS cord-317465-ucwuptgg 15 14 to to IN cord-317465-ucwuptgg 15 15 global global JJ cord-317465-ucwuptgg 15 16 health health NN cord-317465-ucwuptgg 15 17 . . . cord-317465-ucwuptgg 16 1 Indeed indeed RB cord-317465-ucwuptgg 16 2 , , , cord-317465-ucwuptgg 16 3 in in IN cord-317465-ucwuptgg 16 4 response response NN cord-317465-ucwuptgg 16 5 to to IN cord-317465-ucwuptgg 16 6 pandemic pandemic NN cord-317465-ucwuptgg 16 7 threats threat NNS cord-317465-ucwuptgg 16 8 many many JJ cord-317465-ucwuptgg 16 9 countries country NNS cord-317465-ucwuptgg 16 10 consider consider VBP cord-317465-ucwuptgg 16 11 and and CC cord-317465-ucwuptgg 16 12 impose impose VB cord-317465-ucwuptgg 16 13 measures measure NNS cord-317465-ucwuptgg 16 14 that that WDT cord-317465-ucwuptgg 16 15 restrict restrict VBP cord-317465-ucwuptgg 16 16 human human JJ cord-317465-ucwuptgg 16 17 mobility mobility NN cord-317465-ucwuptgg 16 18 flows flow NNS cord-317465-ucwuptgg 16 19 as as IN cord-317465-ucwuptgg 16 20 one one CD cord-317465-ucwuptgg 16 21 of of IN cord-317465-ucwuptgg 16 22 their -PRON- PRP$ cord-317465-ucwuptgg 16 23 response response NN cord-317465-ucwuptgg 16 24 plans plan NNS cord-317465-ucwuptgg 17 1 ( ( -LRB- cord-317465-ucwuptgg 17 2 Bajardi Bajardi NNP cord-317465-ucwuptgg 17 3 et et NNP cord-317465-ucwuptgg 17 4 al al NNP cord-317465-ucwuptgg 17 5 . . . cord-317465-ucwuptgg 18 1 , , , cord-317465-ucwuptgg 18 2 2011 2011 CD cord-317465-ucwuptgg 18 3 ; ; : cord-317465-ucwuptgg 18 4 Wang Wang NNP cord-317465-ucwuptgg 18 5 and and CC cord-317465-ucwuptgg 18 6 Taylor Taylor NNP cord-317465-ucwuptgg 18 7 , , , cord-317465-ucwuptgg 18 8 2016 2016 CD cord-317465-ucwuptgg 18 9 ; ; : cord-317465-ucwuptgg 18 10 Charu Charu NNP cord-317465-ucwuptgg 18 11 et et NNP cord-317465-ucwuptgg 18 12 al al NNP cord-317465-ucwuptgg 18 13 . . NNP cord-317465-ucwuptgg 18 14 , , , cord-317465-ucwuptgg 18 15 2017 2017 CD cord-317465-ucwuptgg 18 16 ) ) -RRB- cord-317465-ucwuptgg 18 17 . . . cord-317465-ucwuptgg 19 1 However however RB cord-317465-ucwuptgg 19 2 , , , cord-317465-ucwuptgg 19 3 restrictions restriction NNS cord-317465-ucwuptgg 19 4 on on IN cord-317465-ucwuptgg 19 5 human human JJ cord-317465-ucwuptgg 19 6 mobility mobility NN cord-317465-ucwuptgg 19 7 are be VBP cord-317465-ucwuptgg 19 8 controversial controversial JJ cord-317465-ucwuptgg 19 9 not not RB cord-317465-ucwuptgg 19 10 only only RB cord-317465-ucwuptgg 19 11 because because IN cord-317465-ucwuptgg 19 12 of of IN cord-317465-ucwuptgg 19 13 their -PRON- PRP$ cord-317465-ucwuptgg 19 14 negative negative JJ cord-317465-ucwuptgg 19 15 economic economic JJ cord-317465-ucwuptgg 19 16 impacts impact NNS cord-317465-ucwuptgg 19 17 , , , cord-317465-ucwuptgg 19 18 but but CC cord-317465-ucwuptgg 19 19 also also RB cord-317465-ucwuptgg 19 20 because because IN cord-317465-ucwuptgg 19 21 of of IN cord-317465-ucwuptgg 19 22 the the DT cord-317465-ucwuptgg 19 23 uncertainty uncertainty NN cord-317465-ucwuptgg 19 24 about about IN cord-317465-ucwuptgg 19 25 their -PRON- PRP$ cord-317465-ucwuptgg 19 26 effectiveness effectiveness NN cord-317465-ucwuptgg 19 27 in in IN cord-317465-ucwuptgg 19 28 controlling control VBG cord-317465-ucwuptgg 19 29 the the DT cord-317465-ucwuptgg 19 30 epidemic epidemic NN cord-317465-ucwuptgg 19 31 . . . cord-317465-ucwuptgg 20 1 Even even RB cord-317465-ucwuptgg 20 2 if if IN cord-317465-ucwuptgg 20 3 restricting restrict VBG cord-317465-ucwuptgg 20 4 human human JJ cord-317465-ucwuptgg 20 5 movement movement NN cord-317465-ucwuptgg 20 6 could could MD cord-317465-ucwuptgg 20 7 lead lead VB cord-317465-ucwuptgg 20 8 to to IN cord-317465-ucwuptgg 20 9 improvements improvement NNS cord-317465-ucwuptgg 20 10 in in IN cord-317465-ucwuptgg 20 11 disease disease NN cord-317465-ucwuptgg 20 12 control control NN cord-317465-ucwuptgg 20 13 and and CC cord-317465-ucwuptgg 20 14 reductions reduction NNS cord-317465-ucwuptgg 20 15 in in IN cord-317465-ucwuptgg 20 16 health health NN cord-317465-ucwuptgg 20 17 risks risk NNS cord-317465-ucwuptgg 20 18 , , , cord-317465-ucwuptgg 20 19 it -PRON- PRP cord-317465-ucwuptgg 20 20 is be VBZ cord-317465-ucwuptgg 20 21 empirically empirically RB cord-317465-ucwuptgg 20 22 challenging challenging JJ cord-317465-ucwuptgg 20 23 to to TO cord-317465-ucwuptgg 20 24 quantify quantify VB cord-317465-ucwuptgg 20 25 the the DT cord-317465-ucwuptgg 20 26 impact impact NN cord-317465-ucwuptgg 20 27 of of IN cord-317465-ucwuptgg 20 28 human human JJ cord-317465-ucwuptgg 20 29 mobility mobility NN cord-317465-ucwuptgg 20 30 on on IN cord-317465-ucwuptgg 20 31 the the DT cord-317465-ucwuptgg 20 32 spread spread NN cord-317465-ucwuptgg 20 33 of of IN cord-317465-ucwuptgg 20 34 infectious infectious JJ cord-317465-ucwuptgg 20 35 diseases disease NNS cord-317465-ucwuptgg 20 36 , , , cord-317465-ucwuptgg 20 37 and and CC cord-317465-ucwuptgg 20 38 to to TO cord-317465-ucwuptgg 20 39 understand understand VB cord-317465-ucwuptgg 20 40 the the DT cord-317465-ucwuptgg 20 41 detailed detailed JJ cord-317465-ucwuptgg 20 42 spatial spatial JJ cord-317465-ucwuptgg 20 43 patterns pattern NNS cord-317465-ucwuptgg 20 44 of of IN cord-317465-ucwuptgg 20 45 how how WRB cord-317465-ucwuptgg 20 46 the the DT cord-317465-ucwuptgg 20 47 infectious infectious JJ cord-317465-ucwuptgg 20 48 disease disease NN cord-317465-ucwuptgg 20 49 spreads spread VBZ cord-317465-ucwuptgg 20 50 . . . cord-317465-ucwuptgg 21 1 Both both DT cord-317465-ucwuptgg 21 2 granular granular JJ cord-317465-ucwuptgg 21 3 disease disease NN cord-317465-ucwuptgg 21 4 occurrence occurrence NN cord-317465-ucwuptgg 21 5 data datum NNS cord-317465-ucwuptgg 21 6 and and CC cord-317465-ucwuptgg 21 7 human human JJ cord-317465-ucwuptgg 21 8 mobility mobility NN cord-317465-ucwuptgg 21 9 data datum NNS cord-317465-ucwuptgg 21 10 ( ( -LRB- cord-317465-ucwuptgg 21 11 Charu Charu NNP cord-317465-ucwuptgg 21 12 et et NNP cord-317465-ucwuptgg 21 13 al al NNP cord-317465-ucwuptgg 21 14 . . NNP cord-317465-ucwuptgg 21 15 , , , cord-317465-ucwuptgg 21 16 2017 2017 CD cord-317465-ucwuptgg 21 17 ) ) -RRB- cord-317465-ucwuptgg 21 18 are be VBP cord-317465-ucwuptgg 21 19 hard hard JJ cord-317465-ucwuptgg 21 20 to to TO cord-317465-ucwuptgg 21 21 obtain obtain VB cord-317465-ucwuptgg 21 22 ; ; : cord-317465-ucwuptgg 21 23 moreover moreover RB cord-317465-ucwuptgg 21 24 , , , cord-317465-ucwuptgg 21 25 it -PRON- PRP cord-317465-ucwuptgg 21 26 is be VBZ cord-317465-ucwuptgg 21 27 difficult difficult JJ cord-317465-ucwuptgg 21 28 to to TO cord-317465-ucwuptgg 21 29 disentangle disentangle VB cord-317465-ucwuptgg 21 30 the the DT cord-317465-ucwuptgg 21 31 impact impact NN cord-317465-ucwuptgg 21 32 of of IN cord-317465-ucwuptgg 21 33 human human JJ cord-317465-ucwuptgg 21 34 mobility mobility NN cord-317465-ucwuptgg 21 35 from from IN cord-317465-ucwuptgg 21 36 other other JJ cord-317465-ucwuptgg 21 37 potential potential JJ cord-317465-ucwuptgg 21 38 contributing contribute VBG cord-317465-ucwuptgg 21 39 factors factor NNS cord-317465-ucwuptgg 21 40 in in IN cord-317465-ucwuptgg 21 41 the the DT cord-317465-ucwuptgg 21 42 spread spread NN cord-317465-ucwuptgg 21 43 of of IN cord-317465-ucwuptgg 21 44 epidemics epidemic NNS cord-317465-ucwuptgg 21 45 Hollingsworth Hollingsworth NNP cord-317465-ucwuptgg 21 46 et et NNP cord-317465-ucwuptgg 21 47 al al NNP cord-317465-ucwuptgg 21 48 . . NNP cord-317465-ucwuptgg 21 49 , , , cord-317465-ucwuptgg 21 50 2006 2006 CD cord-317465-ucwuptgg 21 51 ) ) -RRB- cord-317465-ucwuptgg 21 52 . . . cord-317465-ucwuptgg 22 1 In in IN cord-317465-ucwuptgg 22 2 this this DT cord-317465-ucwuptgg 22 3 paper paper NN cord-317465-ucwuptgg 22 4 , , , cord-317465-ucwuptgg 22 5 we -PRON- PRP cord-317465-ucwuptgg 22 6 exploit exploit VBP cord-317465-ucwuptgg 22 7 the the DT cord-317465-ucwuptgg 22 8 exogenous exogenous JJ cord-317465-ucwuptgg 22 9 variations variation NNS cord-317465-ucwuptgg 22 10 in in IN cord-317465-ucwuptgg 22 11 human human JJ cord-317465-ucwuptgg 22 12 mobility mobility NN cord-317465-ucwuptgg 22 13 created create VBN cord-317465-ucwuptgg 22 14 by by IN cord-317465-ucwuptgg 22 15 lockdowns lockdown NNS cord-317465-ucwuptgg 22 16 of of IN cord-317465-ucwuptgg 22 17 Chinese chinese JJ cord-317465-ucwuptgg 22 18 cities city NNS cord-317465-ucwuptgg 22 19 during during IN cord-317465-ucwuptgg 22 20 the the DT cord-317465-ucwuptgg 22 21 outbreak outbreak NN cord-317465-ucwuptgg 22 22 of of IN cord-317465-ucwuptgg 22 23 the the DT cord-317465-ucwuptgg 22 24 Novel Novel NNP cord-317465-ucwuptgg 22 25 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 22 26 ( ( -LRB- cord-317465-ucwuptgg 22 27 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 22 28 ) ) -RRB- cord-317465-ucwuptgg 22 29 , , , cord-317465-ucwuptgg 22 30 and and CC cord-317465-ucwuptgg 22 31 utilize utilize VB cord-317465-ucwuptgg 22 32 a a DT cord-317465-ucwuptgg 22 33 variety variety NN cord-317465-ucwuptgg 22 34 of of IN cord-317465-ucwuptgg 22 35 high high JJ cord-317465-ucwuptgg 22 36 - - HYPH cord-317465-ucwuptgg 22 37 quality quality NN cord-317465-ucwuptgg 22 38 data data NN cord-317465-ucwuptgg 22 39 sets set NNS cord-317465-ucwuptgg 22 40 , , , cord-317465-ucwuptgg 22 41 to to TO cord-317465-ucwuptgg 22 42 study study VB cord-317465-ucwuptgg 22 43 the the DT cord-317465-ucwuptgg 22 44 effectiveness effectiveness NN cord-317465-ucwuptgg 22 45 of of IN cord-317465-ucwuptgg 22 46 an an DT cord-317465-ucwuptgg 22 47 unprecedented unprecedented JJ cord-317465-ucwuptgg 22 48 cordon cordon NN cord-317465-ucwuptgg 22 49 sanitaire sanitaire NN cord-317465-ucwuptgg 22 50 of of IN cord-317465-ucwuptgg 22 51 the the DT cord-317465-ucwuptgg 22 52 epicenter epicenter NN cord-317465-ucwuptgg 22 53 of of IN cord-317465-ucwuptgg 22 54 COVID-19 COVID-19 NNP cord-317465-ucwuptgg 22 55 , , , cord-317465-ucwuptgg 22 56 and and CC cord-317465-ucwuptgg 22 57 provide provide VB cord-317465-ucwuptgg 22 58 a a DT cord-317465-ucwuptgg 22 59 comprehensive comprehensive JJ cord-317465-ucwuptgg 22 60 analysis analysis NN cord-317465-ucwuptgg 22 61 on on IN cord-317465-ucwuptgg 22 62 the the DT cord-317465-ucwuptgg 22 63 role role NN cord-317465-ucwuptgg 22 64 of of IN cord-317465-ucwuptgg 22 65 human human JJ cord-317465-ucwuptgg 22 66 mobility mobility NN cord-317465-ucwuptgg 22 67 restrictions restriction NNS cord-317465-ucwuptgg 22 68 in in IN cord-317465-ucwuptgg 22 69 the the DT cord-317465-ucwuptgg 22 70 delaying delaying NN cord-317465-ucwuptgg 22 71 and and CC cord-317465-ucwuptgg 22 72 the the DT cord-317465-ucwuptgg 22 73 halting halting NN cord-317465-ucwuptgg 22 74 of of IN cord-317465-ucwuptgg 22 75 the the DT cord-317465-ucwuptgg 22 76 spread spread NN cord-317465-ucwuptgg 22 77 of of IN cord-317465-ucwuptgg 22 78 the the DT cord-317465-ucwuptgg 22 79 COVID-19 COVID-19 NNP cord-317465-ucwuptgg 22 80 pandemic pandemic NN cord-317465-ucwuptgg 22 81 . . . cord-317465-ucwuptgg 23 1 1 1 LS cord-317465-ucwuptgg 24 1 The the DT cord-317465-ucwuptgg 24 2 fast fast RB cord-317465-ucwuptgg 24 3 - - HYPH cord-317465-ucwuptgg 24 4 moving move VBG cord-317465-ucwuptgg 24 5 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 24 6 that that WDT cord-317465-ucwuptgg 24 7 infected infect VBD cord-317465-ucwuptgg 24 8 266,073 266,073 CD cord-317465-ucwuptgg 24 9 people people NNS cord-317465-ucwuptgg 24 10 and and CC cord-317465-ucwuptgg 24 11 claimed claim VBD cord-317465-ucwuptgg 24 12 11,184 11,184 CD cord-317465-ucwuptgg 24 13 lives life NNS cord-317465-ucwuptgg 24 14 as as IN cord-317465-ucwuptgg 24 15 of of IN cord-317465-ucwuptgg 24 16 March March NNP cord-317465-ucwuptgg 24 17 21 21 CD cord-317465-ucwuptgg 24 18 , , , cord-317465-ucwuptgg 24 19 2020 2020 CD cord-317465-ucwuptgg 24 20 is be VBZ cord-317465-ucwuptgg 24 21 deteriorating deteriorate VBG cord-317465-ucwuptgg 24 22 into into IN cord-317465-ucwuptgg 24 23 one one CD cord-317465-ucwuptgg 24 24 of of IN cord-317465-ucwuptgg 24 25 the the DT cord-317465-ucwuptgg 24 26 worst bad JJS cord-317465-ucwuptgg 24 27 global global JJ cord-317465-ucwuptgg 24 28 pandemics pandemic NNS cord-317465-ucwuptgg 24 29 . . . cord-317465-ucwuptgg 25 1 2 2 LS cord-317465-ucwuptgg 26 1 The the DT cord-317465-ucwuptgg 26 2 virus virus NN cord-317465-ucwuptgg 26 3 emerged emerge VBD cord-317465-ucwuptgg 26 4 in in IN cord-317465-ucwuptgg 26 5 the the DT cord-317465-ucwuptgg 26 6 city city NN cord-317465-ucwuptgg 26 7 of of IN cord-317465-ucwuptgg 26 8 Wuhan Wuhan NNP cord-317465-ucwuptgg 26 9 in in IN cord-317465-ucwuptgg 26 10 the the DT cord-317465-ucwuptgg 26 11 Hubei Hubei NNP cord-317465-ucwuptgg 26 12 Province Province NNP cord-317465-ucwuptgg 26 13 of of IN cord-317465-ucwuptgg 26 14 China China NNP cord-317465-ucwuptgg 26 15 in in IN cord-317465-ucwuptgg 26 16 early early JJ cord-317465-ucwuptgg 26 17 December December NNP cord-317465-ucwuptgg 26 18 of of IN cord-317465-ucwuptgg 26 19 2019 2019 CD cord-317465-ucwuptgg 26 20 , , , cord-317465-ucwuptgg 26 21 spread spread VBN cord-317465-ucwuptgg 26 22 mainly mainly RB cord-317465-ucwuptgg 26 23 through through IN cord-317465-ucwuptgg 26 24 person person NN cord-317465-ucwuptgg 26 25 - - HYPH cord-317465-ucwuptgg 26 26 to to IN cord-317465-ucwuptgg 26 27 - - HYPH cord-317465-ucwuptgg 26 28 person person NN cord-317465-ucwuptgg 26 29 contact contact NN cord-317465-ucwuptgg 26 30 ( ( -LRB- cord-317465-ucwuptgg 26 31 Chan Chan NNP cord-317465-ucwuptgg 26 32 et et NNP cord-317465-ucwuptgg 26 33 al al NNP cord-317465-ucwuptgg 26 34 . . NNP cord-317465-ucwuptgg 26 35 , , , cord-317465-ucwuptgg 26 36 2020 2020 CD cord-317465-ucwuptgg 26 37 ) ) -RRB- cord-317465-ucwuptgg 26 38 , , , cord-317465-ucwuptgg 26 39 and and CC cord-317465-ucwuptgg 26 40 rapidly rapidly RB cord-317465-ucwuptgg 26 41 reached reach VBD cord-317465-ucwuptgg 26 42 more more JJR cord-317465-ucwuptgg 26 43 than than IN cord-317465-ucwuptgg 26 44 183 183 CD cord-317465-ucwuptgg 26 45 countries country NNS cord-317465-ucwuptgg 26 46 as as IN cord-317465-ucwuptgg 26 47 of of IN cord-317465-ucwuptgg 26 48 March March NNP cord-317465-ucwuptgg 26 49 21 21 CD cord-317465-ucwuptgg 26 50 , , , cord-317465-ucwuptgg 26 51 2020 2020 CD cord-317465-ucwuptgg 26 52 . . . cord-317465-ucwuptgg 27 1 3 3 LS cord-317465-ucwuptgg 28 1 Currently currently RB cord-317465-ucwuptgg 28 2 , , , cord-317465-ucwuptgg 28 3 there there EX cord-317465-ucwuptgg 28 4 are be VBP cord-317465-ucwuptgg 28 5 no no DT cord-317465-ucwuptgg 28 6 licensed licensed JJ cord-317465-ucwuptgg 28 7 vaccines vaccine NNS cord-317465-ucwuptgg 28 8 or or CC cord-317465-ucwuptgg 28 9 specific specific JJ cord-317465-ucwuptgg 28 10 therapeutics therapeutic NNS cord-317465-ucwuptgg 28 11 to to TO cord-317465-ucwuptgg 28 12 combat combat VB cord-317465-ucwuptgg 28 13 COVID-19 COVID-19 NNP cord-317465-ucwuptgg 28 14 . . . cord-317465-ucwuptgg 29 1 The the DT cord-317465-ucwuptgg 29 2 lockdown lockdown NN cord-317465-ucwuptgg 29 3 of of IN cord-317465-ucwuptgg 29 4 11 11 CD cord-317465-ucwuptgg 29 5 million million CD cord-317465-ucwuptgg 29 6 people people NNS cord-317465-ucwuptgg 29 7 in in IN cord-317465-ucwuptgg 29 8 Wuhan Wuhan NNP cord-317465-ucwuptgg 29 9 from from IN cord-317465-ucwuptgg 29 10 January January NNP cord-317465-ucwuptgg 29 11 23 23 CD cord-317465-ucwuptgg 29 12 , , , cord-317465-ucwuptgg 29 13 2020 2020 CD cord-317465-ucwuptgg 29 14 represents represent VBZ cord-317465-ucwuptgg 29 15 by by IN cord-317465-ucwuptgg 29 16 then then RB cord-317465-ucwuptgg 29 17 the the DT cord-317465-ucwuptgg 29 18 largest large JJS cord-317465-ucwuptgg 29 19 quarantine quarantine NN cord-317465-ucwuptgg 29 20 in in IN cord-317465-ucwuptgg 29 21 public public JJ cord-317465-ucwuptgg 29 22 health health NN cord-317465-ucwuptgg 29 23 history history NN cord-317465-ucwuptgg 29 24 , , , cord-317465-ucwuptgg 29 25 and and CC cord-317465-ucwuptgg 29 26 offers offer VBZ cord-317465-ucwuptgg 29 27 us -PRON- PRP cord-317465-ucwuptgg 29 28 an an DT cord-317465-ucwuptgg 29 29 opportunity opportunity NN cord-317465-ucwuptgg 29 30 to to TO cord-317465-ucwuptgg 29 31 rigorously rigorously RB cord-317465-ucwuptgg 29 32 examine examine VB cord-317465-ucwuptgg 29 33 the the DT cord-317465-ucwuptgg 29 34 effects effect NNS cord-317465-ucwuptgg 29 35 of of IN cord-317465-ucwuptgg 29 36 the the DT cord-317465-ucwuptgg 29 37 city city NN cord-317465-ucwuptgg 29 38 lockdown lockdown NN cord-317465-ucwuptgg 29 39 and and CC cord-317465-ucwuptgg 29 40 understand understand VB cord-317465-ucwuptgg 29 41 the the DT cord-317465-ucwuptgg 29 42 relationship relationship NN cord-317465-ucwuptgg 29 43 between between IN cord-317465-ucwuptgg 29 44 human human JJ cord-317465-ucwuptgg 29 45 mobility mobility NN cord-317465-ucwuptgg 29 46 and and CC cord-317465-ucwuptgg 29 47 virus virus NN cord-317465-ucwuptgg 29 48 transmission transmission NN cord-317465-ucwuptgg 29 49 . . . cord-317465-ucwuptgg 30 1 Specifically specifically RB cord-317465-ucwuptgg 30 2 , , , cord-317465-ucwuptgg 30 3 this this DT cord-317465-ucwuptgg 30 4 paper paper NN cord-317465-ucwuptgg 30 5 studies study VBZ cord-317465-ucwuptgg 30 6 five five CD cord-317465-ucwuptgg 30 7 research research NN cord-317465-ucwuptgg 30 8 questions question NNS cord-317465-ucwuptgg 30 9 . . . cord-317465-ucwuptgg 31 1 First first RB cord-317465-ucwuptgg 31 2 , , , cord-317465-ucwuptgg 31 3 how how WRB cord-317465-ucwuptgg 31 4 does do VBZ cord-317465-ucwuptgg 31 5 the the DT cord-317465-ucwuptgg 31 6 lockdown lockdown NN cord-317465-ucwuptgg 31 7 of of IN cord-317465-ucwuptgg 31 8 the the DT cord-317465-ucwuptgg 31 9 city city NN cord-317465-ucwuptgg 31 10 of of IN cord-317465-ucwuptgg 31 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 31 12 amid amid IN cord-317465-ucwuptgg 31 13 the the DT cord-317465-ucwuptgg 31 14 Novel Novel NNP cord-317465-ucwuptgg 31 15 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 31 16 outbreak outbreak NN cord-317465-ucwuptgg 31 17 affect affect VBP cord-317465-ucwuptgg 31 18 population population NN cord-317465-ucwuptgg 31 19 movement movement NN cord-317465-ucwuptgg 31 20 ? ? . cord-317465-ucwuptgg 32 1 Second second RB cord-317465-ucwuptgg 32 2 , , , cord-317465-ucwuptgg 32 3 how how WRB cord-317465-ucwuptgg 32 4 do do VBP cord-317465-ucwuptgg 32 5 population population NN cord-317465-ucwuptgg 32 6 flows flow NNS cord-317465-ucwuptgg 32 7 among among IN cord-317465-ucwuptgg 32 8 Chinese chinese JJ cord-317465-ucwuptgg 32 9 cities city NNS cord-317465-ucwuptgg 32 10 , , , cord-317465-ucwuptgg 32 11 particularly particularly RB cord-317465-ucwuptgg 32 12 outflows outflow NNS cord-317465-ucwuptgg 32 13 from from IN cord-317465-ucwuptgg 32 14 Wuhan Wuhan NNP cord-317465-ucwuptgg 32 15 and and CC cord-317465-ucwuptgg 32 16 other other JJ cord-317465-ucwuptgg 32 17 cities city NNS cord-317465-ucwuptgg 32 18 in in IN cord-317465-ucwuptgg 32 19 Hubei Hubei NNP cord-317465-ucwuptgg 32 20 province province NN cord-317465-ucwuptgg 32 21 , , , cord-317465-ucwuptgg 32 22 affect affect VBP cord-317465-ucwuptgg 32 23 virus virus NN cord-317465-ucwuptgg 32 24 infection infection NN cord-317465-ucwuptgg 32 25 in in IN cord-317465-ucwuptgg 32 26 the the DT cord-317465-ucwuptgg 32 27 destination destination NN cord-317465-ucwuptgg 32 28 cities city NNS cord-317465-ucwuptgg 32 29 ? ? . cord-317465-ucwuptgg 33 1 Third third RB cord-317465-ucwuptgg 33 2 , , , cord-317465-ucwuptgg 33 3 is be VBZ cord-317465-ucwuptgg 33 4 there there EX cord-317465-ucwuptgg 33 5 evidence evidence NN cord-317465-ucwuptgg 33 6 of of IN cord-317465-ucwuptgg 33 7 , , , cord-317465-ucwuptgg 33 8 and and CC cord-317465-ucwuptgg 33 9 if if IN cord-317465-ucwuptgg 33 10 so so RB cord-317465-ucwuptgg 33 11 , , , cord-317465-ucwuptgg 33 12 what what WP cord-317465-ucwuptgg 33 13 is be VBZ cord-317465-ucwuptgg 33 14 the the DT cord-317465-ucwuptgg 33 15 magnitude magnitude NN cord-317465-ucwuptgg 33 16 of of IN cord-317465-ucwuptgg 33 17 , , , cord-317465-ucwuptgg 33 18 undocumented undocumented JJ cord-317465-ucwuptgg 33 19 cases case NNS cord-317465-ucwuptgg 33 20 of of IN cord-317465-ucwuptgg 33 21 COVID-19 covid-19 JJ cord-317465-ucwuptgg 33 22 cases case NNS cord-317465-ucwuptgg 33 23 in in IN cord-317465-ucwuptgg 33 24 Wuhan Wuhan NNP cord-317465-ucwuptgg 33 25 and and CC cord-317465-ucwuptgg 33 26 other other JJ cord-317465-ucwuptgg 33 27 cities city NNS cord-317465-ucwuptgg 33 28 in in IN cord-317465-ucwuptgg 33 29 Hubei Hubei NNP cord-317465-ucwuptgg 33 30 province province NN cord-317465-ucwuptgg 33 31 during during IN cord-317465-ucwuptgg 33 32 the the DT cord-317465-ucwuptgg 33 33 early early JJ cord-317465-ucwuptgg 33 34 stages stage NNS cord-317465-ucwuptgg 33 35 of of IN cord-317465-ucwuptgg 33 36 the the DT cord-317465-ucwuptgg 33 37 epidemic epidemic NN cord-317465-ucwuptgg 33 38 ? ? . cord-317465-ucwuptgg 34 1 And and CC cord-317465-ucwuptgg 34 2 how how WRB cord-317465-ucwuptgg 34 3 does do VBZ cord-317465-ucwuptgg 34 4 the the DT cord-317465-ucwuptgg 34 5 extent extent NN cord-317465-ucwuptgg 34 6 of of IN cord-317465-ucwuptgg 34 7 undocumented undocumented JJ cord-317465-ucwuptgg 34 8 infection infection NN cord-317465-ucwuptgg 34 9 cases case NNS cord-317465-ucwuptgg 34 10 evolve evolve VBP cord-317465-ucwuptgg 34 11 over over IN cord-317465-ucwuptgg 34 12 time time NN cord-317465-ucwuptgg 34 13 ? ? . cord-317465-ucwuptgg 35 1 Fourth fourth RB cord-317465-ucwuptgg 35 2 , , , cord-317465-ucwuptgg 35 3 how how WRB cord-317465-ucwuptgg 35 4 many many JJ cord-317465-ucwuptgg 35 5 COVID-19 covid-19 JJ cord-317465-ucwuptgg 35 6 cases case NNS cord-317465-ucwuptgg 35 7 elsewhere elsewhere RB cord-317465-ucwuptgg 35 8 in in IN cord-317465-ucwuptgg 35 9 China China NNP cord-317465-ucwuptgg 35 10 were be VBD cord-317465-ucwuptgg 35 11 prevented prevent VBN cord-317465-ucwuptgg 35 12 by by IN cord-317465-ucwuptgg 35 13 the the DT cord-317465-ucwuptgg 35 14 unprecedented unprecedented JJ cord-317465-ucwuptgg 35 15 Wuhan Wuhan NNP cord-317465-ucwuptgg 35 16 lockdown lockdown NN cord-317465-ucwuptgg 35 17 ? ? . cord-317465-ucwuptgg 36 1 Fifth fifth JJ cord-317465-ucwuptgg 36 2 , , , cord-317465-ucwuptgg 36 3 are be VBP cord-317465-ucwuptgg 36 4 social social JJ cord-317465-ucwuptgg 36 5 distancing distance VBG cord-317465-ucwuptgg 36 6 policies policy NNS cord-317465-ucwuptgg 36 7 in in IN cord-317465-ucwuptgg 36 8 destination destination NN cord-317465-ucwuptgg 36 9 cities city NNS cord-317465-ucwuptgg 36 10 effective effective JJ cord-317465-ucwuptgg 36 11 in in IN cord-317465-ucwuptgg 36 12 reducing reduce VBG cord-317465-ucwuptgg 36 13 the the DT cord-317465-ucwuptgg 36 14 spread spread NN cord-317465-ucwuptgg 36 15 of of IN cord-317465-ucwuptgg 36 16 the the DT cord-317465-ucwuptgg 36 17 infections infection NNS cord-317465-ucwuptgg 36 18 ? ? . cord-317465-ucwuptgg 37 1 We -PRON- PRP cord-317465-ucwuptgg 37 2 utilize utilize VBP cord-317465-ucwuptgg 37 3 reliable reliable JJ cord-317465-ucwuptgg 37 4 datasets dataset NNS cord-317465-ucwuptgg 37 5 on on IN cord-317465-ucwuptgg 37 6 population population NN cord-317465-ucwuptgg 37 7 migration migration NN cord-317465-ucwuptgg 37 8 among among IN cord-317465-ucwuptgg 37 9 pairs pair NNS cord-317465-ucwuptgg 37 10 of of IN cord-317465-ucwuptgg 37 11 Chinese chinese JJ cord-317465-ucwuptgg 37 12 cities city NNS cord-317465-ucwuptgg 37 13 and and CC cord-317465-ucwuptgg 37 14 the the DT cord-317465-ucwuptgg 37 15 within within IN cord-317465-ucwuptgg 37 16 - - HYPH cord-317465-ucwuptgg 37 17 city city NN cord-317465-ucwuptgg 37 18 population population NN cord-317465-ucwuptgg 37 19 movements movement NNS cord-317465-ucwuptgg 37 20 of of IN cord-317465-ucwuptgg 37 21 each each DT cord-317465-ucwuptgg 37 22 city city NN cord-317465-ucwuptgg 37 23 at at IN cord-317465-ucwuptgg 37 24 the the DT cord-317465-ucwuptgg 37 25 daily daily JJ cord-317465-ucwuptgg 37 26 level level NN cord-317465-ucwuptgg 37 27 from from IN cord-317465-ucwuptgg 37 28 Baidu Baidu NNP cord-317465-ucwuptgg 37 29 Migration Migration NNP cord-317465-ucwuptgg 37 30 , , , cord-317465-ucwuptgg 37 31 and and CC cord-317465-ucwuptgg 37 32 the the DT cord-317465-ucwuptgg 37 33 city city NN cord-317465-ucwuptgg 37 34 - - HYPH cord-317465-ucwuptgg 37 35 level level NN cord-317465-ucwuptgg 37 36 daily daily JJ cord-317465-ucwuptgg 37 37 numbers number NNS cord-317465-ucwuptgg 37 38 of of IN cord-317465-ucwuptgg 37 39 confirmed confirm VBN cord-317465-ucwuptgg 37 40 COVID-19 covid-19 CD cord-317465-ucwuptgg 37 41 cases case NNS cord-317465-ucwuptgg 37 42 , , , cord-317465-ucwuptgg 37 43 recovered recover VBD cord-317465-ucwuptgg 37 44 patients patient NNS cord-317465-ucwuptgg 37 45 , , , cord-317465-ucwuptgg 37 46 and and CC cord-317465-ucwuptgg 37 47 death death NN cord-317465-ucwuptgg 37 48 tolls toll NNS cord-317465-ucwuptgg 37 49 from from IN cord-317465-ucwuptgg 37 50 the the DT cord-317465-ucwuptgg 37 51 Chinese Chinese NNP cord-317465-ucwuptgg 37 52 Center Center NNP cord-317465-ucwuptgg 37 53 for for IN cord-317465-ucwuptgg 37 54 Disease Disease NNP cord-317465-ucwuptgg 37 55 Control Control NNP cord-317465-ucwuptgg 37 56 and and CC cord-317465-ucwuptgg 37 57 Prevention Prevention NNP cord-317465-ucwuptgg 37 58 ( ( -LRB- cord-317465-ucwuptgg 37 59 CCDC CCDC NNP cord-317465-ucwuptgg 37 60 ) ) -RRB- cord-317465-ucwuptgg 37 61 during during IN cord-317465-ucwuptgg 37 62 a a DT cord-317465-ucwuptgg 37 63 sample sample NN cord-317465-ucwuptgg 37 64 period period NN cord-317465-ucwuptgg 37 65 of of IN cord-317465-ucwuptgg 37 66 January January NNP cord-317465-ucwuptgg 37 67 1-February 1-February NNP cord-317465-ucwuptgg 37 68 29 29 CD cord-317465-ucwuptgg 37 69 , , , cord-317465-ucwuptgg 37 70 2020 2020 CD cord-317465-ucwuptgg 37 71 , , , cord-317465-ucwuptgg 37 72 covering cover VBG cord-317465-ucwuptgg 37 73 22 22 CD cord-317465-ucwuptgg 37 74 days day NNS cord-317465-ucwuptgg 37 75 before before RB cord-317465-ucwuptgg 37 76 and and CC cord-317465-ucwuptgg 37 77 38 38 CD cord-317465-ucwuptgg 37 78 days day NNS cord-317465-ucwuptgg 37 79 after after IN cord-317465-ucwuptgg 37 80 the the DT cord-317465-ucwuptgg 37 81 city city NN cord-317465-ucwuptgg 37 82 lockdown lockdown NN cord-317465-ucwuptgg 37 83 on on IN cord-317465-ucwuptgg 37 84 January January NNP cord-317465-ucwuptgg 37 85 23 23 CD cord-317465-ucwuptgg 37 86 , , , cord-317465-ucwuptgg 37 87 2020 2020 CD cord-317465-ucwuptgg 37 88 , , , cord-317465-ucwuptgg 37 89 as as RB cord-317465-ucwuptgg 37 90 well well RB cord-317465-ucwuptgg 37 91 as as IN cord-317465-ucwuptgg 37 92 the the DT cord-317465-ucwuptgg 37 93 matched match VBN cord-317465-ucwuptgg 37 94 data datum NNS cord-317465-ucwuptgg 37 95 from from IN cord-317465-ucwuptgg 37 96 the the DT cord-317465-ucwuptgg 37 97 same same JJ cord-317465-ucwuptgg 37 98 lunar lunar JJ cord-317465-ucwuptgg 37 99 calendar calendar NN cord-317465-ucwuptgg 37 100 period period NN cord-317465-ucwuptgg 37 101 in in IN cord-317465-ucwuptgg 37 102 2019 2019 CD cord-317465-ucwuptgg 37 103 . . . cord-317465-ucwuptgg 38 1 We -PRON- PRP cord-317465-ucwuptgg 38 2 first first RB cord-317465-ucwuptgg 38 3 employ employ VBP cord-317465-ucwuptgg 38 4 various various JJ cord-317465-ucwuptgg 38 5 difference difference NN cord-317465-ucwuptgg 38 6 - - HYPH cord-317465-ucwuptgg 38 7 in in IN cord-317465-ucwuptgg 38 8 - - HYPH cord-317465-ucwuptgg 38 9 differences difference NNS cord-317465-ucwuptgg 38 10 ( ( -LRB- cord-317465-ucwuptgg 38 11 DID do VBD cord-317465-ucwuptgg 38 12 ) ) -RRB- cord-317465-ucwuptgg 38 13 estimation estimation NN cord-317465-ucwuptgg 38 14 strategies strategy NNS cord-317465-ucwuptgg 38 15 to to TO cord-317465-ucwuptgg 38 16 disentangle disentangle VB cord-317465-ucwuptgg 38 17 the the DT cord-317465-ucwuptgg 38 18 effect effect NN cord-317465-ucwuptgg 38 19 of of IN cord-317465-ucwuptgg 38 20 Wuhan Wuhan NNP cord-317465-ucwuptgg 38 21 lockdown lockdown NN cord-317465-ucwuptgg 38 22 on on IN cord-317465-ucwuptgg 38 23 human human JJ cord-317465-ucwuptgg 38 24 mobility mobility NN cord-317465-ucwuptgg 38 25 reductions reduction NNS cord-317465-ucwuptgg 38 26 from from IN cord-317465-ucwuptgg 38 27 other other JJ cord-317465-ucwuptgg 38 28 confounding confounding JJ cord-317465-ucwuptgg 38 29 effects effect NNS cord-317465-ucwuptgg 38 30 including include VBG cord-317465-ucwuptgg 38 31 panic panic NN cord-317465-ucwuptgg 38 32 effect effect NN cord-317465-ucwuptgg 38 33 , , , cord-317465-ucwuptgg 38 34 virus virus NN cord-317465-ucwuptgg 38 35 effect effect NN cord-317465-ucwuptgg 38 36 , , , cord-317465-ucwuptgg 38 37 and and CC cord-317465-ucwuptgg 38 38 the the DT cord-317465-ucwuptgg 38 39 Spring Spring NNP cord-317465-ucwuptgg 38 40 Festival Festival NNP cord-317465-ucwuptgg 38 41 effect- effect- XX cord-317465-ucwuptgg 39 1 the the DT cord-317465-ucwuptgg 39 2 Spring Spring NNP cord-317465-ucwuptgg 39 3 festival festival NN cord-317465-ucwuptgg 39 4 of of IN cord-317465-ucwuptgg 39 5 the the DT cord-317465-ucwuptgg 39 6 Chinese Chinese NNP cord-317465-ucwuptgg 39 7 New New NNP cord-317465-ucwuptgg 39 8 Year Year NNP cord-317465-ucwuptgg 39 9 is be VBZ cord-317465-ucwuptgg 39 10 on on IN cord-317465-ucwuptgg 39 11 January January NNP cord-317465-ucwuptgg 39 12 25 25 CD cord-317465-ucwuptgg 39 13 , , , cord-317465-ucwuptgg 39 14 2020 2020 CD cord-317465-ucwuptgg 39 15 ( ( -LRB- cord-317465-ucwuptgg 39 16 Table table NN cord-317465-ucwuptgg 39 17 2 2 CD cord-317465-ucwuptgg 39 18 ) ) -RRB- cord-317465-ucwuptgg 39 19 . . . cord-317465-ucwuptgg 40 1 We -PRON- PRP cord-317465-ucwuptgg 40 2 find find VBP cord-317465-ucwuptgg 40 3 that that IN cord-317465-ucwuptgg 40 4 the the DT cord-317465-ucwuptgg 40 5 lockdown lockdown NN cord-317465-ucwuptgg 40 6 of of IN cord-317465-ucwuptgg 40 7 Wuhan Wuhan NNP cord-317465-ucwuptgg 40 8 reduced reduce VBN cord-317465-ucwuptgg 40 9 inflow inflow NN cord-317465-ucwuptgg 40 10 into into IN cord-317465-ucwuptgg 40 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 40 12 by by IN cord-317465-ucwuptgg 40 13 76.64 76.64 CD cord-317465-ucwuptgg 40 14 % % NN cord-317465-ucwuptgg 40 15 , , , cord-317465-ucwuptgg 40 16 outflows outflow NNS cord-317465-ucwuptgg 40 17 from from IN cord-317465-ucwuptgg 40 18 Wuhan Wuhan NNP cord-317465-ucwuptgg 40 19 by by IN cord-317465-ucwuptgg 40 20 56.35 56.35 CD cord-317465-ucwuptgg 40 21 % % NN cord-317465-ucwuptgg 40 22 , , , cord-317465-ucwuptgg 40 23 and and CC cord-317465-ucwuptgg 40 24 within within IN cord-317465-ucwuptgg 40 25 - - HYPH cord-317465-ucwuptgg 40 26 Wuhan Wuhan NNP cord-317465-ucwuptgg 40 27 movements movement NNS cord-317465-ucwuptgg 40 28 by by IN cord-317465-ucwuptgg 40 29 54.15 54.15 CD cord-317465-ucwuptgg 40 30 % % NN cord-317465-ucwuptgg 40 31 . . . cord-317465-ucwuptgg 41 1 We -PRON- PRP cord-317465-ucwuptgg 41 2 also also RB cord-317465-ucwuptgg 41 3 estimate estimate VBP cord-317465-ucwuptgg 41 4 the the DT cord-317465-ucwuptgg 41 5 dynamic dynamic JJ cord-317465-ucwuptgg 41 6 effects effect NNS cord-317465-ucwuptgg 41 7 of of IN cord-317465-ucwuptgg 41 8 up up IN cord-317465-ucwuptgg 41 9 to to TO cord-317465-ucwuptgg 41 10 22 22 CD cord-317465-ucwuptgg 41 11 lagged lag VBN cord-317465-ucwuptgg 41 12 population population NN cord-317465-ucwuptgg 41 13 inflows inflow NNS cord-317465-ucwuptgg 41 14 from from IN cord-317465-ucwuptgg 41 15 Wuhan Wuhan NNP cord-317465-ucwuptgg 41 16 and and CC cord-317465-ucwuptgg 41 17 other other JJ cord-317465-ucwuptgg 41 18 Hubei Hubei NNP cord-317465-ucwuptgg 41 19 cities city NNS cord-317465-ucwuptgg 41 20 , , , cord-317465-ucwuptgg 41 21 the the DT cord-317465-ucwuptgg 41 22 epicenter epicenter NN cord-317465-ucwuptgg 41 23 of of IN cord-317465-ucwuptgg 41 24 the the DT cord-317465-ucwuptgg 41 25 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 41 26 outbreak outbreak NN cord-317465-ucwuptgg 41 27 , , , cord-317465-ucwuptgg 41 28 on on IN cord-317465-ucwuptgg 41 29 the the DT cord-317465-ucwuptgg 41 30 destination destination NN cord-317465-ucwuptgg 41 31 cities city NNS cord-317465-ucwuptgg 41 32 ' ' POS cord-317465-ucwuptgg 41 33 new new JJ cord-317465-ucwuptgg 41 34 infection infection NN cord-317465-ucwuptgg 41 35 cases case NNS cord-317465-ucwuptgg 41 36 ( ( -LRB- cord-317465-ucwuptgg 41 37 Figure figure NN cord-317465-ucwuptgg 41 38 4 4 CD cord-317465-ucwuptgg 41 39 ) ) -RRB- cord-317465-ucwuptgg 41 40 . . . cord-317465-ucwuptgg 42 1 We -PRON- PRP cord-317465-ucwuptgg 42 2 discover discover VBP cord-317465-ucwuptgg 42 3 that that IN cord-317465-ucwuptgg 42 4 the the DT cord-317465-ucwuptgg 42 5 estimated estimate VBN cord-317465-ucwuptgg 42 6 effects effect NNS cord-317465-ucwuptgg 42 7 of of IN cord-317465-ucwuptgg 42 8 the the DT cord-317465-ucwuptgg 42 9 different different JJ cord-317465-ucwuptgg 42 10 lags lag NNS cord-317465-ucwuptgg 42 11 of of IN cord-317465-ucwuptgg 42 12 inflows inflow NNS cord-317465-ucwuptgg 42 13 from from IN cord-317465-ucwuptgg 42 14 Wuhan Wuhan NNP cord-317465-ucwuptgg 42 15 and and CC cord-317465-ucwuptgg 42 16 Hubei Hubei NNP cord-317465-ucwuptgg 42 17 both both DT cord-317465-ucwuptgg 42 18 show show VBP cord-317465-ucwuptgg 42 19 a a DT cord-317465-ucwuptgg 42 20 clear clear JJ cord-317465-ucwuptgg 42 21 inverted invert VBN cord-317465-ucwuptgg 42 22 U u NN cord-317465-ucwuptgg 42 23 -shape -shape : cord-317465-ucwuptgg 42 24 with with IN cord-317465-ucwuptgg 42 25 respect respect NN cord-317465-ucwuptgg 42 26 to to IN cord-317465-ucwuptgg 42 27 the the DT cord-317465-ucwuptgg 42 28 lags lag NNS cord-317465-ucwuptgg 42 29 , , , cord-317465-ucwuptgg 42 30 with with IN cord-317465-ucwuptgg 42 31 the the DT cord-317465-ucwuptgg 42 32 largest large JJS cord-317465-ucwuptgg 42 33 impact impact NN cord-317465-ucwuptgg 42 34 on on IN cord-317465-ucwuptgg 42 35 the the DT cord-317465-ucwuptgg 42 36 newly newly RB cord-317465-ucwuptgg 42 37 confirm confirm JJ cord-317465-ucwuptgg 42 38 cases case NNS cord-317465-ucwuptgg 42 39 today today NN cord-317465-ucwuptgg 42 40 comes come VBZ cord-317465-ucwuptgg 42 41 from from IN cord-317465-ucwuptgg 42 42 the the DT cord-317465-ucwuptgg 42 43 inflow inflow JJ cord-317465-ucwuptgg 42 44 population population NN cord-317465-ucwuptgg 42 45 from from IN cord-317465-ucwuptgg 42 46 Wuhan Wuhan NNP cord-317465-ucwuptgg 42 47 or or CC cord-317465-ucwuptgg 42 48 other other JJ cord-317465-ucwuptgg 42 49 cities city NNS cord-317465-ucwuptgg 42 50 in in IN cord-317465-ucwuptgg 42 51 Hubei Hubei NNP cord-317465-ucwuptgg 42 52 about about RB cord-317465-ucwuptgg 42 53 12 12 CD cord-317465-ucwuptgg 42 54 to to TO cord-317465-ucwuptgg 42 55 14 14 CD cord-317465-ucwuptgg 42 56 days day NNS cord-317465-ucwuptgg 42 57 earlier early RBR cord-317465-ucwuptgg 42 58 . . . cord-317465-ucwuptgg 43 1 We -PRON- PRP cord-317465-ucwuptgg 43 2 find find VBP cord-317465-ucwuptgg 43 3 , , , cord-317465-ucwuptgg 43 4 using use VBG cord-317465-ucwuptgg 43 5 simulations simulation NNS cord-317465-ucwuptgg 43 6 with with IN cord-317465-ucwuptgg 43 7 these these DT cord-317465-ucwuptgg 43 8 estimates estimate NNS cord-317465-ucwuptgg 43 9 , , , cord-317465-ucwuptgg 43 10 that that IN cord-317465-ucwuptgg 43 11 the the DT cord-317465-ucwuptgg 43 12 lockdown lockdown NN cord-317465-ucwuptgg 43 13 of of IN cord-317465-ucwuptgg 43 14 the the DT cord-317465-ucwuptgg 43 15 city city NN cord-317465-ucwuptgg 43 16 of of IN cord-317465-ucwuptgg 43 17 Wuhan Wuhan NNP cord-317465-ucwuptgg 43 18 on on IN cord-317465-ucwuptgg 43 19 January January NNP cord-317465-ucwuptgg 43 20 23 23 CD cord-317465-ucwuptgg 43 21 , , , cord-317465-ucwuptgg 43 22 2020 2020 CD cord-317465-ucwuptgg 43 23 contributed contribute VBD cord-317465-ucwuptgg 43 24 significantly significantly RB cord-317465-ucwuptgg 43 25 to to IN cord-317465-ucwuptgg 43 26 reducing reduce VBG cord-317465-ucwuptgg 43 27 the the DT cord-317465-ucwuptgg 43 28 total total JJ cord-317465-ucwuptgg 43 29 infection infection NN cord-317465-ucwuptgg 43 30 cases case NNS cord-317465-ucwuptgg 43 31 outside outside RB cord-317465-ucwuptgg 43 32 of of IN cord-317465-ucwuptgg 43 33 Wuhan Wuhan NNP cord-317465-ucwuptgg 43 34 , , , cord-317465-ucwuptgg 43 35 even even RB cord-317465-ucwuptgg 43 36 with with IN cord-317465-ucwuptgg 43 37 the the DT cord-317465-ucwuptgg 43 38 social social JJ cord-317465-ucwuptgg 43 39 distancing distance VBG cord-317465-ucwuptgg 43 40 measures measure NNS cord-317465-ucwuptgg 43 41 later later RB cord-317465-ucwuptgg 43 42 imposed impose VBN cord-317465-ucwuptgg 43 43 by by IN cord-317465-ucwuptgg 43 44 other other JJ cord-317465-ucwuptgg 43 45 cities city NNS cord-317465-ucwuptgg 43 46 . . . cord-317465-ucwuptgg 44 1 We -PRON- PRP cord-317465-ucwuptgg 44 2 find find VBP cord-317465-ucwuptgg 44 3 that that IN cord-317465-ucwuptgg 44 4 the the DT cord-317465-ucwuptgg 44 5 COVID-19 covid-19 CD cord-317465-ucwuptgg 44 6 cases case NNS cord-317465-ucwuptgg 44 7 would would MD cord-317465-ucwuptgg 44 8 be be VB cord-317465-ucwuptgg 44 9 64.81 64.81 CD cord-317465-ucwuptgg 44 10 % % NN cord-317465-ucwuptgg 44 11 higher high JJR cord-317465-ucwuptgg 44 12 in in IN cord-317465-ucwuptgg 44 13 the the DT cord-317465-ucwuptgg 44 14 347 347 CD cord-317465-ucwuptgg 44 15 Chinese chinese JJ cord-317465-ucwuptgg 44 16 cities city NNS cord-317465-ucwuptgg 44 17 outside outside IN cord-317465-ucwuptgg 44 18 Hubei Hubei NNP cord-317465-ucwuptgg 44 19 province province NN cord-317465-ucwuptgg 44 20 , , , cord-317465-ucwuptgg 44 21 and and CC cord-317465-ucwuptgg 44 22 52.64 52.64 CD cord-317465-ucwuptgg 44 23 % % NN cord-317465-ucwuptgg 44 24 higher high JJR cord-317465-ucwuptgg 44 25 in in IN cord-317465-ucwuptgg 44 26 16 16 CD cord-317465-ucwuptgg 44 27 non non JJ cord-317465-ucwuptgg 44 28 - - JJ cord-317465-ucwuptgg 44 29 Wuhan wuhan JJ cord-317465-ucwuptgg 44 30 cities city NNS cord-317465-ucwuptgg 44 31 inside inside IN cord-317465-ucwuptgg 44 32 Hubei Hubei NNP cord-317465-ucwuptgg 44 33 , , , cord-317465-ucwuptgg 44 34 in in IN cord-317465-ucwuptgg 44 35 the the DT cord-317465-ucwuptgg 44 36 counterfactual counterfactual JJ cord-317465-ucwuptgg 44 37 world world NN cord-317465-ucwuptgg 44 38 in in IN cord-317465-ucwuptgg 44 39 which which WDT cord-317465-ucwuptgg 44 40 the the DT cord-317465-ucwuptgg 44 41 city city NN cord-317465-ucwuptgg 44 42 of of IN cord-317465-ucwuptgg 44 43 Wuhan Wuhan NNP cord-317465-ucwuptgg 44 44 were be VBD cord-317465-ucwuptgg 44 45 not not RB cord-317465-ucwuptgg 44 46 locked lock VBN cord-317465-ucwuptgg 44 47 down down RP cord-317465-ucwuptgg 44 48 from from IN cord-317465-ucwuptgg 44 49 January January NNP cord-317465-ucwuptgg 44 50 23 23 CD cord-317465-ucwuptgg 44 51 , , , cord-317465-ucwuptgg 44 52 2020 2020 CD cord-317465-ucwuptgg 44 53 . . . cord-317465-ucwuptgg 45 1 We -PRON- PRP cord-317465-ucwuptgg 45 2 also also RB cord-317465-ucwuptgg 45 3 find find VBP cord-317465-ucwuptgg 45 4 that that IN cord-317465-ucwuptgg 45 5 there there EX cord-317465-ucwuptgg 45 6 were be VBD cord-317465-ucwuptgg 45 7 substantial substantial JJ cord-317465-ucwuptgg 45 8 undocumented undocumented JJ cord-317465-ucwuptgg 45 9 infection infection NN cord-317465-ucwuptgg 45 10 cases case NNS cord-317465-ucwuptgg 45 11 in in IN cord-317465-ucwuptgg 45 12 the the DT cord-317465-ucwuptgg 45 13 early early JJ cord-317465-ucwuptgg 45 14 days day NNS cord-317465-ucwuptgg 45 15 of of IN cord-317465-ucwuptgg 45 16 the the DT cord-317465-ucwuptgg 45 17 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 45 18 outbreak outbreak NN cord-317465-ucwuptgg 45 19 in in IN cord-317465-ucwuptgg 45 20 Wuhan Wuhan NNP cord-317465-ucwuptgg 45 21 and and CC cord-317465-ucwuptgg 45 22 other other JJ cord-317465-ucwuptgg 45 23 cities city NNS cord-317465-ucwuptgg 45 24 of of IN cord-317465-ucwuptgg 45 25 Hubei Hubei NNP cord-317465-ucwuptgg 45 26 province province NN cord-317465-ucwuptgg 45 27 , , , cord-317465-ucwuptgg 45 28 but but CC cord-317465-ucwuptgg 45 29 over over IN cord-317465-ucwuptgg 45 30 time time NN cord-317465-ucwuptgg 45 31 , , , cord-317465-ucwuptgg 45 32 the the DT cord-317465-ucwuptgg 45 33 gap gap NN cord-317465-ucwuptgg 45 34 between between IN cord-317465-ucwuptgg 45 35 the the DT cord-317465-ucwuptgg 45 36 officially officially RB cord-317465-ucwuptgg 45 37 reported report VBN cord-317465-ucwuptgg 45 38 cases case NNS cord-317465-ucwuptgg 45 39 and and CC cord-317465-ucwuptgg 45 40 our -PRON- PRP$ cord-317465-ucwuptgg 45 41 estimated estimate VBN cord-317465-ucwuptgg 45 42 " " `` cord-317465-ucwuptgg 45 43 actual actual JJ cord-317465-ucwuptgg 45 44 " " '' cord-317465-ucwuptgg 45 45 cases case NNS cord-317465-ucwuptgg 45 46 narrows narrow VBZ cord-317465-ucwuptgg 45 47 significantly significantly RB cord-317465-ucwuptgg 45 48 . . . cord-317465-ucwuptgg 46 1 We -PRON- PRP cord-317465-ucwuptgg 46 2 also also RB cord-317465-ucwuptgg 46 3 find find VBP cord-317465-ucwuptgg 46 4 evidence evidence NN cord-317465-ucwuptgg 46 5 that that IN cord-317465-ucwuptgg 46 6 imposing impose VBG cord-317465-ucwuptgg 46 7 enhanced enhanced JJ cord-317465-ucwuptgg 46 8 social social JJ cord-317465-ucwuptgg 46 9 distancing distance VBG cord-317465-ucwuptgg 46 10 policies policy NNS cord-317465-ucwuptgg 46 11 in in IN cord-317465-ucwuptgg 46 12 the the DT cord-317465-ucwuptgg 46 13 63 63 CD cord-317465-ucwuptgg 46 14 Chinese chinese JJ cord-317465-ucwuptgg 46 15 cities city NNS cord-317465-ucwuptgg 46 16 outside outside IN cord-317465-ucwuptgg 46 17 Hubei Hubei NNP cord-317465-ucwuptgg 46 18 province province NN cord-317465-ucwuptgg 46 19 is be VBZ cord-317465-ucwuptgg 46 20 effective effective JJ cord-317465-ucwuptgg 46 21 in in IN cord-317465-ucwuptgg 46 22 reducing reduce VBG cord-317465-ucwuptgg 46 23 the the DT cord-317465-ucwuptgg 46 24 impact impact NN cord-317465-ucwuptgg 46 25 of of IN cord-317465-ucwuptgg 46 26 population population NN cord-317465-ucwuptgg 46 27 inflows inflow NNS cord-317465-ucwuptgg 46 28 from from IN cord-317465-ucwuptgg 46 29 the the DT cord-317465-ucwuptgg 46 30 epicenter epicenter JJ cord-317465-ucwuptgg 46 31 cities city NNS cord-317465-ucwuptgg 46 32 in in IN cord-317465-ucwuptgg 46 33 Hubei Hubei NNP cord-317465-ucwuptgg 46 34 province province NN cord-317465-ucwuptgg 46 35 on on IN cord-317465-ucwuptgg 46 36 the the DT cord-317465-ucwuptgg 46 37 spread spread NN cord-317465-ucwuptgg 46 38 of of IN cord-317465-ucwuptgg 46 39 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 46 40 virus virus NN cord-317465-ucwuptgg 46 41 in in IN cord-317465-ucwuptgg 46 42 the the DT cord-317465-ucwuptgg 46 43 destination destination NN cord-317465-ucwuptgg 46 44 cities city NNS cord-317465-ucwuptgg 46 45 elsewhere elsewhere RB cord-317465-ucwuptgg 46 46 . . . cord-317465-ucwuptgg 47 1 By by IN cord-317465-ucwuptgg 47 2 providing provide VBG cord-317465-ucwuptgg 47 3 a a DT cord-317465-ucwuptgg 47 4 rigorous rigorous JJ cord-317465-ucwuptgg 47 5 estimation estimation NN cord-317465-ucwuptgg 47 6 of of IN cord-317465-ucwuptgg 47 7 the the DT cord-317465-ucwuptgg 47 8 impact impact NN cord-317465-ucwuptgg 47 9 of of IN cord-317465-ucwuptgg 47 10 within within IN cord-317465-ucwuptgg 47 11 and and CC cord-317465-ucwuptgg 47 12 cross cross JJ cord-317465-ucwuptgg 47 13 - - JJ cord-317465-ucwuptgg 47 14 city city JJ cord-317465-ucwuptgg 47 15 migration migration NN cord-317465-ucwuptgg 47 16 on on IN cord-317465-ucwuptgg 47 17 the the DT cord-317465-ucwuptgg 47 18 spread spread NN cord-317465-ucwuptgg 47 19 of of IN cord-317465-ucwuptgg 47 20 the the DT cord-317465-ucwuptgg 47 21 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 47 22 virus virus NN cord-317465-ucwuptgg 47 23 in in IN cord-317465-ucwuptgg 47 24 China China NNP cord-317465-ucwuptgg 47 25 , , , cord-317465-ucwuptgg 47 26 our -PRON- PRP$ cord-317465-ucwuptgg 47 27 study study NN cord-317465-ucwuptgg 47 28 contributes contribute VBZ cord-317465-ucwuptgg 47 29 to to IN cord-317465-ucwuptgg 47 30 fast fast RB cord-317465-ucwuptgg 47 31 - - HYPH cord-317465-ucwuptgg 47 32 growing grow VBG cord-317465-ucwuptgg 47 33 literature literature NN cord-317465-ucwuptgg 47 34 on on IN cord-317465-ucwuptgg 47 35 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 47 36 infection infection NN cord-317465-ucwuptgg 47 37 , , , cord-317465-ucwuptgg 47 38 mostly mostly RB cord-317465-ucwuptgg 47 39 in in IN cord-317465-ucwuptgg 47 40 the the DT cord-317465-ucwuptgg 47 41 medical medical JJ cord-317465-ucwuptgg 47 42 and and CC cord-317465-ucwuptgg 47 43 public public JJ cord-317465-ucwuptgg 47 44 health health NN cord-317465-ucwuptgg 47 45 fields field NNS cord-317465-ucwuptgg 47 46 . . . cord-317465-ucwuptgg 48 1 Huang Huang NNP cord-317465-ucwuptgg 48 2 et et NNP cord-317465-ucwuptgg 48 3 al al NNP cord-317465-ucwuptgg 48 4 . . . cord-317465-ucwuptgg 49 1 ( ( -LRB- cord-317465-ucwuptgg 49 2 2020 2020 CD cord-317465-ucwuptgg 49 3 ) ) -RRB- cord-317465-ucwuptgg 49 4 describe describe VBP cord-317465-ucwuptgg 49 5 high high JJ cord-317465-ucwuptgg 49 6 rates rate NNS cord-317465-ucwuptgg 49 7 of of IN cord-317465-ucwuptgg 49 8 respiratory respiratory JJ cord-317465-ucwuptgg 49 9 distress distress NN cord-317465-ucwuptgg 49 10 , , , cord-317465-ucwuptgg 49 11 intensive intensive JJ cord-317465-ucwuptgg 49 12 care care NN cord-317465-ucwuptgg 49 13 admission admission NN cord-317465-ucwuptgg 49 14 , , , cord-317465-ucwuptgg 49 15 and and CC cord-317465-ucwuptgg 49 16 abnormal abnormal JJ cord-317465-ucwuptgg 49 17 findings finding NNS cord-317465-ucwuptgg 49 18 on on IN cord-317465-ucwuptgg 49 19 chest chest NN cord-317465-ucwuptgg 49 20 computed compute VBN cord-317465-ucwuptgg 49 21 tomography tomography NN cord-317465-ucwuptgg 49 22 ( ( -LRB- cord-317465-ucwuptgg 49 23 CT CT NNP cord-317465-ucwuptgg 49 24 ) ) -RRB- cord-317465-ucwuptgg 49 25 in in IN cord-317465-ucwuptgg 49 26 the the DT cord-317465-ucwuptgg 49 27 first first JJ cord-317465-ucwuptgg 49 28 41 41 CD cord-317465-ucwuptgg 49 29 patients patient NNS cord-317465-ucwuptgg 49 30 hospitalized hospitalize VBN cord-317465-ucwuptgg 49 31 from from IN cord-317465-ucwuptgg 49 32 December December NNP cord-317465-ucwuptgg 49 33 16 16 CD cord-317465-ucwuptgg 49 34 to to IN cord-317465-ucwuptgg 49 35 January January NNP cord-317465-ucwuptgg 49 36 2 2 CD cord-317465-ucwuptgg 49 37 in in IN cord-317465-ucwuptgg 49 38 Wuhan Wuhan NNP cord-317465-ucwuptgg 49 39 , , , cord-317465-ucwuptgg 49 40 as as RB cord-317465-ucwuptgg 49 41 well well RB cord-317465-ucwuptgg 49 42 as as IN cord-317465-ucwuptgg 49 43 a a DT cord-317465-ucwuptgg 49 44 15 15 CD cord-317465-ucwuptgg 49 45 % % NN cord-317465-ucwuptgg 49 46 death death NN cord-317465-ucwuptgg 49 47 rate rate NN cord-317465-ucwuptgg 49 48 . . . cord-317465-ucwuptgg 50 1 Chan Chan NNP cord-317465-ucwuptgg 50 2 et et NNP cord-317465-ucwuptgg 50 3 al al NNP cord-317465-ucwuptgg 50 4 . . . cord-317465-ucwuptgg 51 1 ( ( -LRB- cord-317465-ucwuptgg 51 2 2020 2020 CD cord-317465-ucwuptgg 51 3 ) ) -RRB- cord-317465-ucwuptgg 51 4 investigate investigate VB cord-317465-ucwuptgg 51 5 a a DT cord-317465-ucwuptgg 51 6 family family NN cord-317465-ucwuptgg 51 7 cluster cluster NN cord-317465-ucwuptgg 51 8 and and CC cord-317465-ucwuptgg 51 9 confirm confirm VB cord-317465-ucwuptgg 51 10 the the DT cord-317465-ucwuptgg 51 11 human human NN cord-317465-ucwuptgg 51 12 - - HYPH cord-317465-ucwuptgg 51 13 to to IN cord-317465-ucwuptgg 51 14 - - HYPH cord-317465-ucwuptgg 51 15 human human JJ cord-317465-ucwuptgg 51 16 transmission transmission NN cord-317465-ucwuptgg 51 17 of of IN cord-317465-ucwuptgg 51 18 this this DT cord-317465-ucwuptgg 51 19 Novel Novel NNP cord-317465-ucwuptgg 51 20 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 51 21 within within IN cord-317465-ucwuptgg 51 22 hospitals hospital NNS cord-317465-ucwuptgg 51 23 and and CC cord-317465-ucwuptgg 51 24 families family NNS cord-317465-ucwuptgg 51 25 . . . cord-317465-ucwuptgg 52 1 The the DT cord-317465-ucwuptgg 52 2 basic basic JJ cord-317465-ucwuptgg 52 3 reproduction reproduction NN cord-317465-ucwuptgg 52 4 number number NN cord-317465-ucwuptgg 52 5 ( ( -LRB- cord-317465-ucwuptgg 52 6 R0 R0 NNP cord-317465-ucwuptgg 52 7 ) ) -RRB- cord-317465-ucwuptgg 52 8 for for IN cord-317465-ucwuptgg 52 9 COVID-19 covid-19 CD cord-317465-ucwuptgg 52 10 in in IN cord-317465-ucwuptgg 52 11 12 12 CD cord-317465-ucwuptgg 52 12 studies study NNS cord-317465-ucwuptgg 52 13 has have VBZ cord-317465-ucwuptgg 52 14 a a DT cord-317465-ucwuptgg 52 15 mean mean NN cord-317465-ucwuptgg 52 16 of of IN cord-317465-ucwuptgg 52 17 3.28 3.28 CD cord-317465-ucwuptgg 52 18 and and CC cord-317465-ucwuptgg 52 19 a a DT cord-317465-ucwuptgg 52 20 median median NN cord-317465-ucwuptgg 52 21 of of IN cord-317465-ucwuptgg 52 22 2.79 2.79 CD cord-317465-ucwuptgg 52 23 ( ( -LRB- cord-317465-ucwuptgg 52 24 Liu Liu NNP cord-317465-ucwuptgg 52 25 et et NNP cord-317465-ucwuptgg 52 26 al al NNP cord-317465-ucwuptgg 52 27 . . NNP cord-317465-ucwuptgg 52 28 , , , cord-317465-ucwuptgg 52 29 2020 2020 CD cord-317465-ucwuptgg 52 30 ) ) -RRB- cord-317465-ucwuptgg 53 1 ( ( -LRB- cord-317465-ucwuptgg 53 2 compared compare VBN cord-317465-ucwuptgg 53 3 to to IN cord-317465-ucwuptgg 53 4 3 3 CD cord-317465-ucwuptgg 53 5 for for IN cord-317465-ucwuptgg 53 6 SARS SARS NNP cord-317465-ucwuptgg 53 7 ( ( -LRB- cord-317465-ucwuptgg 53 8 WTO WTO NNP cord-317465-ucwuptgg 53 9 , , , cord-317465-ucwuptgg 53 10 2003 2003 CD cord-317465-ucwuptgg 53 11 ) ) -RRB- cord-317465-ucwuptgg 53 12 ) ) -RRB- cord-317465-ucwuptgg 53 13 . . . cord-317465-ucwuptgg 54 1 This this DT cord-317465-ucwuptgg 54 2 study study NN cord-317465-ucwuptgg 54 3 is be VBZ cord-317465-ucwuptgg 54 4 also also RB cord-317465-ucwuptgg 54 5 related relate VBN cord-317465-ucwuptgg 54 6 to to IN cord-317465-ucwuptgg 54 7 disaster disaster NN cord-317465-ucwuptgg 54 8 - - HYPH cord-317465-ucwuptgg 54 9 induced induce VBN cord-317465-ucwuptgg 54 10 migration migration NN cord-317465-ucwuptgg 54 11 , , , cord-317465-ucwuptgg 54 12 which which WDT cord-317465-ucwuptgg 54 13 has have VBZ cord-317465-ucwuptgg 54 14 often often RB cord-317465-ucwuptgg 54 15 occurred occur VBN cord-317465-ucwuptgg 54 16 during during IN cord-317465-ucwuptgg 54 17 flooding flooding NN cord-317465-ucwuptgg 54 18 ( ( -LRB- cord-317465-ucwuptgg 54 19 Gray Gray NNP cord-317465-ucwuptgg 54 20 and and CC cord-317465-ucwuptgg 54 21 Mueller Mueller NNP cord-317465-ucwuptgg 54 22 , , , cord-317465-ucwuptgg 54 23 2012 2012 CD cord-317465-ucwuptgg 54 24 ) ) -RRB- cord-317465-ucwuptgg 54 25 , , , cord-317465-ucwuptgg 54 26 drought drought NN cord-317465-ucwuptgg 54 27 ( ( -LRB- cord-317465-ucwuptgg 54 28 Munshi Munshi NNP cord-317465-ucwuptgg 54 29 , , , cord-317465-ucwuptgg 54 30 2003 2003 CD cord-317465-ucwuptgg 54 31 ) ) -RRB- cord-317465-ucwuptgg 54 32 , , , cord-317465-ucwuptgg 54 33 earthquake earthquake NN cord-317465-ucwuptgg 54 34 ( ( -LRB- cord-317465-ucwuptgg 54 35 Lu Lu NNP cord-317465-ucwuptgg 54 36 et et FW cord-317465-ucwuptgg 54 37 al al NNP cord-317465-ucwuptgg 54 38 . . NNP cord-317465-ucwuptgg 54 39 , , , cord-317465-ucwuptgg 54 40 2012 2012 CD cord-317465-ucwuptgg 54 41 ) ) -RRB- cord-317465-ucwuptgg 54 42 , , , cord-317465-ucwuptgg 54 43 and and CC cord-317465-ucwuptgg 54 44 other other JJ cord-317465-ucwuptgg 54 45 destructive destructive JJ cord-317465-ucwuptgg 54 46 climatic climatic JJ cord-317465-ucwuptgg 54 47 phenomena phenomenon NNS cord-317465-ucwuptgg 54 48 . . . cord-317465-ucwuptgg 55 1 Given give VBN cord-317465-ucwuptgg 55 2 that that IN cord-317465-ucwuptgg 55 3 the the DT cord-317465-ucwuptgg 55 4 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 55 5 has have VBZ cord-317465-ucwuptgg 55 6 rapidly rapidly RB cord-317465-ucwuptgg 55 7 spread spread VBN cord-317465-ucwuptgg 55 8 worldwide worldwide RB cord-317465-ucwuptgg 55 9 due due IN cord-317465-ucwuptgg 55 10 to to IN cord-317465-ucwuptgg 55 11 human human JJ cord-317465-ucwuptgg 55 12 travel travel NN cord-317465-ucwuptgg 55 13 and and CC cord-317465-ucwuptgg 55 14 caused cause VBD cord-317465-ucwuptgg 55 15 severe severe JJ cord-317465-ucwuptgg 55 16 illness illness NN cord-317465-ucwuptgg 55 17 and and CC cord-317465-ucwuptgg 55 18 significant significant JJ cord-317465-ucwuptgg 55 19 mortality mortality NN cord-317465-ucwuptgg 55 20 , , , cord-317465-ucwuptgg 55 21 it -PRON- PRP cord-317465-ucwuptgg 55 22 is be VBZ cord-317465-ucwuptgg 55 23 therefore therefore RB cord-317465-ucwuptgg 55 24 essential essential JJ cord-317465-ucwuptgg 55 25 to to TO cord-317465-ucwuptgg 55 26 understand understand VB cord-317465-ucwuptgg 55 27 the the DT cord-317465-ucwuptgg 55 28 impact impact NN cord-317465-ucwuptgg 55 29 of of IN cord-317465-ucwuptgg 55 30 various various JJ cord-317465-ucwuptgg 55 31 control control NN cord-317465-ucwuptgg 55 32 measures measure NNS cord-317465-ucwuptgg 55 33 on on IN cord-317465-ucwuptgg 55 34 human human JJ cord-317465-ucwuptgg 55 35 mobility mobility NN cord-317465-ucwuptgg 55 36 and and CC cord-317465-ucwuptgg 55 37 the the DT cord-317465-ucwuptgg 55 38 virus virus NN cord-317465-ucwuptgg 55 39 transmission transmission NN cord-317465-ucwuptgg 55 40 . . . cord-317465-ucwuptgg 56 1 Qiu Qiu NNP cord-317465-ucwuptgg 56 2 et et FW cord-317465-ucwuptgg 56 3 al al NNP cord-317465-ucwuptgg 56 4 . . . cord-317465-ucwuptgg 57 1 ( ( -LRB- cord-317465-ucwuptgg 57 2 2020 2020 CD cord-317465-ucwuptgg 57 3 ) ) -RRB- cord-317465-ucwuptgg 57 4 apply apply VB cord-317465-ucwuptgg 57 5 machine machine NN cord-317465-ucwuptgg 57 6 learning learning NN cord-317465-ucwuptgg 57 7 tools tool NNS cord-317465-ucwuptgg 57 8 and and CC cord-317465-ucwuptgg 57 9 use use VB cord-317465-ucwuptgg 57 10 exogenous exogenous JJ cord-317465-ucwuptgg 57 11 temperature temperature NN cord-317465-ucwuptgg 57 12 , , , cord-317465-ucwuptgg 57 13 wind wind NN cord-317465-ucwuptgg 57 14 speed speed NN cord-317465-ucwuptgg 57 15 , , , cord-317465-ucwuptgg 57 16 and and CC cord-317465-ucwuptgg 57 17 precipitation precipitation NN cord-317465-ucwuptgg 57 18 in in IN cord-317465-ucwuptgg 57 19 the the DT cord-317465-ucwuptgg 57 20 preceding precede VBG cord-317465-ucwuptgg 57 21 third third JJ cord-317465-ucwuptgg 57 22 and and CC cord-317465-ucwuptgg 57 23 fourth fourth JJ cord-317465-ucwuptgg 57 24 weeks week NNS cord-317465-ucwuptgg 57 25 as as IN cord-317465-ucwuptgg 57 26 the the DT cord-317465-ucwuptgg 57 27 instruments instrument NNS cord-317465-ucwuptgg 57 28 to to TO cord-317465-ucwuptgg 57 29 show show VB cord-317465-ucwuptgg 57 30 that that IN cord-317465-ucwuptgg 57 31 the the DT cord-317465-ucwuptgg 57 32 massive massive JJ cord-317465-ucwuptgg 57 33 lockdown lockdown NN cord-317465-ucwuptgg 57 34 and and CC cord-317465-ucwuptgg 57 35 other other JJ cord-317465-ucwuptgg 57 36 control control NN cord-317465-ucwuptgg 57 37 measures measure NNS cord-317465-ucwuptgg 57 38 significantly significantly RB cord-317465-ucwuptgg 57 39 reduced reduce VBD cord-317465-ucwuptgg 57 40 the the DT cord-317465-ucwuptgg 57 41 virus virus NN cord-317465-ucwuptgg 57 42 transmission transmission NN cord-317465-ucwuptgg 57 43 . . . cord-317465-ucwuptgg 58 1 Their -PRON- PRP$ cord-317465-ucwuptgg 58 2 results result NNS cord-317465-ucwuptgg 58 3 highlight highlight VBP cord-317465-ucwuptgg 58 4 that that IN cord-317465-ucwuptgg 58 5 the the DT cord-317465-ucwuptgg 58 6 population population NN cord-317465-ucwuptgg 58 7 outflow outflow NN cord-317465-ucwuptgg 58 8 from from IN cord-317465-ucwuptgg 58 9 the the DT cord-317465-ucwuptgg 58 10 outbreak outbreak NN cord-317465-ucwuptgg 58 11 source source NN cord-317465-ucwuptgg 58 12 city city NN cord-317465-ucwuptgg 58 13 poses pose VBZ cord-317465-ucwuptgg 58 14 higher high JJR cord-317465-ucwuptgg 58 15 risks risk NNS cord-317465-ucwuptgg 58 16 to to IN cord-317465-ucwuptgg 58 17 the the DT cord-317465-ucwuptgg 58 18 destination destination NN cord-317465-ucwuptgg 58 19 cities city NNS cord-317465-ucwuptgg 58 20 than than IN cord-317465-ucwuptgg 58 21 other other JJ cord-317465-ucwuptgg 58 22 social social JJ cord-317465-ucwuptgg 58 23 and and CC cord-317465-ucwuptgg 58 24 economic economic JJ cord-317465-ucwuptgg 58 25 factors factor NNS cord-317465-ucwuptgg 58 26 , , , cord-317465-ucwuptgg 58 27 such such JJ cord-317465-ucwuptgg 58 28 as as IN cord-317465-ucwuptgg 58 29 geographic geographic JJ cord-317465-ucwuptgg 58 30 proximity proximity NN cord-317465-ucwuptgg 58 31 and and CC cord-317465-ucwuptgg 58 32 similarity similarity NN cord-317465-ucwuptgg 58 33 in in IN cord-317465-ucwuptgg 58 34 economic economic JJ cord-317465-ucwuptgg 58 35 conditions condition NNS cord-317465-ucwuptgg 58 36 . . . cord-317465-ucwuptgg 59 1 Our -PRON- PRP$ cord-317465-ucwuptgg 59 2 results result NNS cord-317465-ucwuptgg 59 3 are be VBP cord-317465-ucwuptgg 59 4 also also RB cord-317465-ucwuptgg 59 5 in in IN cord-317465-ucwuptgg 59 6 line line NN cord-317465-ucwuptgg 59 7 with with IN cord-317465-ucwuptgg 59 8 the the DT cord-317465-ucwuptgg 59 9 results result NNS cord-317465-ucwuptgg 59 10 of of IN cord-317465-ucwuptgg 59 11 the the DT cord-317465-ucwuptgg 59 12 latest late JJS cord-317465-ucwuptgg 59 13 modeling modeling NN cord-317465-ucwuptgg 59 14 exercises exercise NNS cord-317465-ucwuptgg 59 15 , , , cord-317465-ucwuptgg 59 16 which which WDT cord-317465-ucwuptgg 59 17 mostly mostly RB cord-317465-ucwuptgg 59 18 rely rely VBP cord-317465-ucwuptgg 59 19 on on IN cord-317465-ucwuptgg 59 20 model model NN cord-317465-ucwuptgg 59 21 calibrations calibration NNS cord-317465-ucwuptgg 59 22 of of IN cord-317465-ucwuptgg 59 23 various various JJ cord-317465-ucwuptgg 59 24 parameters parameter NNS cord-317465-ucwuptgg 59 25 , , , cord-317465-ucwuptgg 59 26 such such JJ cord-317465-ucwuptgg 59 27 as as IN cord-317465-ucwuptgg 59 28 generation generation NN cord-317465-ucwuptgg 59 29 time time NN cord-317465-ucwuptgg 59 30 , , , cord-317465-ucwuptgg 59 31 incubation incubation NN cord-317465-ucwuptgg 59 32 period period NN cord-317465-ucwuptgg 59 33 , , , cord-317465-ucwuptgg 59 34 detection detection NN cord-317465-ucwuptgg 59 35 rates rate NNS cord-317465-ucwuptgg 59 36 , , , cord-317465-ucwuptgg 59 37 and and CC cord-317465-ucwuptgg 59 38 changes change NNS cord-317465-ucwuptgg 59 39 in in IN cord-317465-ucwuptgg 59 40 travel travel NN cord-317465-ucwuptgg 59 41 flow flow NN cord-317465-ucwuptgg 59 42 . . . cord-317465-ucwuptgg 60 1 Using use VBG cord-317465-ucwuptgg 60 2 the the DT cord-317465-ucwuptgg 60 3 Global Global NNP cord-317465-ucwuptgg 60 4 Epidemic Epidemic NNP cord-317465-ucwuptgg 60 5 and and CC cord-317465-ucwuptgg 60 6 Mobility Mobility NNP cord-317465-ucwuptgg 60 7 model model NN cord-317465-ucwuptgg 60 8 , , , cord-317465-ucwuptgg 60 9 Chinazzi Chinazzi NNP cord-317465-ucwuptgg 60 10 et et NNP cord-317465-ucwuptgg 60 11 al al NNP cord-317465-ucwuptgg 60 12 . . . cord-317465-ucwuptgg 61 1 ( ( -LRB- cord-317465-ucwuptgg 61 2 2020 2020 CD cord-317465-ucwuptgg 61 3 ) ) -RRB- cord-317465-ucwuptgg 61 4 project project VB cord-317465-ucwuptgg 61 5 the the DT cord-317465-ucwuptgg 61 6 impact impact NN cord-317465-ucwuptgg 61 7 of of IN cord-317465-ucwuptgg 61 8 travel travel NN cord-317465-ucwuptgg 61 9 limitation limitation NN cord-317465-ucwuptgg 61 10 on on IN cord-317465-ucwuptgg 61 11 the the DT cord-317465-ucwuptgg 61 12 national national JJ cord-317465-ucwuptgg 61 13 and and CC cord-317465-ucwuptgg 61 14 international international JJ cord-317465-ucwuptgg 61 15 spread spread NN cord-317465-ucwuptgg 61 16 of of IN cord-317465-ucwuptgg 61 17 the the DT cord-317465-ucwuptgg 61 18 2019-nCoV. 2019-ncov. CD cord-317465-ucwuptgg 62 1 The the DT cord-317465-ucwuptgg 62 2 study study NN cord-317465-ucwuptgg 62 3 finds find VBZ cord-317465-ucwuptgg 62 4 that that IN cord-317465-ucwuptgg 62 5 only only RB cord-317465-ucwuptgg 62 6 24.4 24.4 CD cord-317465-ucwuptgg 62 7 % % NN cord-317465-ucwuptgg 62 8 of of IN cord-317465-ucwuptgg 62 9 infected infected JJ cord-317465-ucwuptgg 62 10 cases case NNS cord-317465-ucwuptgg 62 11 were be VBD cord-317465-ucwuptgg 62 12 reported report VBN cord-317465-ucwuptgg 62 13 as as IN cord-317465-ucwuptgg 62 14 of of IN cord-317465-ucwuptgg 62 15 February February NNP cord-317465-ucwuptgg 62 16 1 1 CD cord-317465-ucwuptgg 62 17 , , , cord-317465-ucwuptgg 62 18 and and CC cord-317465-ucwuptgg 62 19 the the DT cord-317465-ucwuptgg 62 20 Wuhan Wuhan NNP cord-317465-ucwuptgg 62 21 lockdown lockdown NN cord-317465-ucwuptgg 62 22 reduced reduce VBD cord-317465-ucwuptgg 62 23 the the DT cord-317465-ucwuptgg 62 24 cases case NNS cord-317465-ucwuptgg 62 25 by by IN cord-317465-ucwuptgg 62 26 10 10 CD cord-317465-ucwuptgg 62 27 % % NN cord-317465-ucwuptgg 62 28 in in IN cord-317465-ucwuptgg 62 29 cities city NNS cord-317465-ucwuptgg 62 30 outside outside IN cord-317465-ucwuptgg 62 31 Wuhan Wuhan NNP cord-317465-ucwuptgg 62 32 by by IN cord-317465-ucwuptgg 62 33 January January NNP cord-317465-ucwuptgg 62 34 31 31 CD cord-317465-ucwuptgg 62 35 . . . cord-317465-ucwuptgg 63 1 The the DT cord-317465-ucwuptgg 63 2 study study NN cord-317465-ucwuptgg 63 3 most most RBS cord-317465-ucwuptgg 63 4 closely closely RB cord-317465-ucwuptgg 63 5 related related JJ cord-317465-ucwuptgg 63 6 to to IN cord-317465-ucwuptgg 63 7 ours our NNS cord-317465-ucwuptgg 63 8 is be VBZ cord-317465-ucwuptgg 63 9 Li Li NNP cord-317465-ucwuptgg 63 10 et et NNP cord-317465-ucwuptgg 63 11 al al NNP cord-317465-ucwuptgg 63 12 . . . cord-317465-ucwuptgg 64 1 ( ( -LRB- cord-317465-ucwuptgg 64 2 2020 2020 CD cord-317465-ucwuptgg 64 3 ) ) -RRB- cord-317465-ucwuptgg 64 4 , , , cord-317465-ucwuptgg 64 5 which which WDT cord-317465-ucwuptgg 64 6 shows show VBZ cord-317465-ucwuptgg 64 7 that that IN cord-317465-ucwuptgg 64 8 contagious contagious JJ cord-317465-ucwuptgg 64 9 but but CC cord-317465-ucwuptgg 64 10 undocumented undocumented JJ cord-317465-ucwuptgg 64 11 COVID-19 covid-19 JJ cord-317465-ucwuptgg 64 12 cases case NNS cord-317465-ucwuptgg 64 13 facilitated facilitate VBD cord-317465-ucwuptgg 64 14 the the DT cord-317465-ucwuptgg 64 15 geographic geographic JJ cord-317465-ucwuptgg 64 16 spread spread NN cord-317465-ucwuptgg 64 17 of of IN cord-317465-ucwuptgg 64 18 the the DT cord-317465-ucwuptgg 64 19 epidemic epidemic NN cord-317465-ucwuptgg 64 20 in in IN cord-317465-ucwuptgg 64 21 China China NNP cord-317465-ucwuptgg 64 22 . . . cord-317465-ucwuptgg 65 1 Using use VBG cord-317465-ucwuptgg 65 2 a a DT cord-317465-ucwuptgg 65 3 networked networked JJ cord-317465-ucwuptgg 65 4 dynamic dynamic JJ cord-317465-ucwuptgg 65 5 meta meta JJ cord-317465-ucwuptgg 65 6 - - HYPH cord-317465-ucwuptgg 65 7 population population NN cord-317465-ucwuptgg 65 8 model model NN cord-317465-ucwuptgg 65 9 and and CC cord-317465-ucwuptgg 65 10 Bayesian bayesian JJ cord-317465-ucwuptgg 65 11 inference inference NN cord-317465-ucwuptgg 65 12 , , , cord-317465-ucwuptgg 65 13 Li Li NNP cord-317465-ucwuptgg 65 14 et et NNP cord-317465-ucwuptgg 65 15 al al NNP cord-317465-ucwuptgg 65 16 . . . cord-317465-ucwuptgg 66 1 ( ( -LRB- cord-317465-ucwuptgg 66 2 2020 2020 CD cord-317465-ucwuptgg 66 3 ) ) -RRB- cord-317465-ucwuptgg 66 4 find find VB cord-317465-ucwuptgg 66 5 that that IN cord-317465-ucwuptgg 66 6 86 86 CD cord-317465-ucwuptgg 66 7 % % NN cord-317465-ucwuptgg 66 8 of of IN cord-317465-ucwuptgg 66 9 all all DT cord-317465-ucwuptgg 66 10 infections infection NNS cord-317465-ucwuptgg 66 11 were be VBD cord-317465-ucwuptgg 66 12 undocumented undocumented JJ cord-317465-ucwuptgg 66 13 before before IN cord-317465-ucwuptgg 66 14 the the DT cord-317465-ucwuptgg 66 15 Wuhan Wuhan NNP cord-317465-ucwuptgg 66 16 lockdown lockdown NN cord-317465-ucwuptgg 66 17 and and CC cord-317465-ucwuptgg 66 18 reported report VBD cord-317465-ucwuptgg 66 19 infections infection NNS cord-317465-ucwuptgg 66 20 would would MD cord-317465-ucwuptgg 66 21 have have VB cord-317465-ucwuptgg 66 22 been be VBN cord-317465-ucwuptgg 66 23 reduce reduce VB cord-317465-ucwuptgg 66 24 by by IN cord-317465-ucwuptgg 66 25 78.7 78.7 CD cord-317465-ucwuptgg 66 26 % % NN cord-317465-ucwuptgg 66 27 in in IN cord-317465-ucwuptgg 66 28 China China NNP cord-317465-ucwuptgg 66 29 , , , cord-317465-ucwuptgg 66 30 without without IN cord-317465-ucwuptgg 66 31 transmission transmission NN cord-317465-ucwuptgg 66 32 from from IN cord-317465-ucwuptgg 66 33 undocumented undocumented JJ cord-317465-ucwuptgg 66 34 cases case NNS cord-317465-ucwuptgg 66 35 between between IN cord-317465-ucwuptgg 66 36 January January NNP cord-317465-ucwuptgg 66 37 10 10 CD cord-317465-ucwuptgg 66 38 and and CC cord-317465-ucwuptgg 66 39 January January NNP cord-317465-ucwuptgg 66 40 23 23 CD cord-317465-ucwuptgg 66 41 . . . cord-317465-ucwuptgg 67 1 Lai Lai NNP cord-317465-ucwuptgg 67 2 et et NNP cord-317465-ucwuptgg 67 3 al al NNP cord-317465-ucwuptgg 67 4 . . . cord-317465-ucwuptgg 68 1 ( ( -LRB- cord-317465-ucwuptgg 68 2 2020 2020 CD cord-317465-ucwuptgg 68 3 ) ) -RRB- cord-317465-ucwuptgg 68 4 build build VB cord-317465-ucwuptgg 68 5 a a DT cord-317465-ucwuptgg 68 6 travel travel NN cord-317465-ucwuptgg 68 7 network network NN cord-317465-ucwuptgg 68 8 - - HYPH cord-317465-ucwuptgg 68 9 based base VBN cord-317465-ucwuptgg 68 10 susceptibleexposed susceptibleexpose VBN cord-317465-ucwuptgg 68 11 - - HYPH cord-317465-ucwuptgg 68 12 infectious infectious RB cord-317465-ucwuptgg 68 13 - - HYPH cord-317465-ucwuptgg 68 14 removed remove VBN cord-317465-ucwuptgg 68 15 ( ( -LRB- cord-317465-ucwuptgg 68 16 SEIR SEIR NNP cord-317465-ucwuptgg 68 17 ) ) -RRB- cord-317465-ucwuptgg 68 18 model model NN cord-317465-ucwuptgg 68 19 to to TO cord-317465-ucwuptgg 68 20 simulate simulate VB cord-317465-ucwuptgg 68 21 the the DT cord-317465-ucwuptgg 68 22 outbreak outbreak NN cord-317465-ucwuptgg 68 23 across across IN cord-317465-ucwuptgg 68 24 cities city NNS cord-317465-ucwuptgg 68 25 in in IN cord-317465-ucwuptgg 68 26 mainland mainland NN cord-317465-ucwuptgg 68 27 China China NNP cord-317465-ucwuptgg 68 28 . . . cord-317465-ucwuptgg 69 1 They -PRON- PRP cord-317465-ucwuptgg 69 2 use use VBP cord-317465-ucwuptgg 69 3 epidemiological epidemiological JJ cord-317465-ucwuptgg 69 4 parameters parameter NNS cord-317465-ucwuptgg 69 5 estimated estimate VBN cord-317465-ucwuptgg 69 6 from from IN cord-317465-ucwuptgg 69 7 the the DT cord-317465-ucwuptgg 69 8 early early JJ cord-317465-ucwuptgg 69 9 stage stage NN cord-317465-ucwuptgg 69 10 of of IN cord-317465-ucwuptgg 69 11 outbreak outbreak NN cord-317465-ucwuptgg 69 12 in in IN cord-317465-ucwuptgg 69 13 Wuhan Wuhan NNP cord-317465-ucwuptgg 69 14 to to TO cord-317465-ucwuptgg 69 15 parameterize parameterize VB cord-317465-ucwuptgg 69 16 the the DT cord-317465-ucwuptgg 69 17 transmission transmission NN cord-317465-ucwuptgg 69 18 before before IN cord-317465-ucwuptgg 69 19 the the DT cord-317465-ucwuptgg 69 20 non non JJ cord-317465-ucwuptgg 69 21 - - JJ cord-317465-ucwuptgg 69 22 pharmaceutical pharmaceutical JJ cord-317465-ucwuptgg 69 23 interventions intervention NNS cord-317465-ucwuptgg 69 24 ( ( -LRB- cord-317465-ucwuptgg 69 25 NPI NPI NNP cord-317465-ucwuptgg 69 26 ) ) -RRB- cord-317465-ucwuptgg 69 27 were be VBD cord-317465-ucwuptgg 69 28 implemented implement VBN cord-317465-ucwuptgg 69 29 . . . cord-317465-ucwuptgg 70 1 The the DT cord-317465-ucwuptgg 70 2 NPIs npi NNS cord-317465-ucwuptgg 70 3 they -PRON- PRP cord-317465-ucwuptgg 70 4 consider consider VBP cord-317465-ucwuptgg 70 5 include include VBP cord-317465-ucwuptgg 70 6 travel travel NN cord-317465-ucwuptgg 70 7 bans ban NNS cord-317465-ucwuptgg 70 8 and and CC cord-317465-ucwuptgg 70 9 restrictions restriction NNS cord-317465-ucwuptgg 70 10 , , , cord-317465-ucwuptgg 70 11 contact contact NN cord-317465-ucwuptgg 70 12 reductions reduction NNS cord-317465-ucwuptgg 70 13 and and CC cord-317465-ucwuptgg 70 14 social social JJ cord-317465-ucwuptgg 70 15 distancing distancing NN cord-317465-ucwuptgg 70 16 , , , cord-317465-ucwuptgg 70 17 early early JJ cord-317465-ucwuptgg 70 18 case case NN cord-317465-ucwuptgg 70 19 identification identification NN cord-317465-ucwuptgg 70 20 and and CC cord-317465-ucwuptgg 70 21 isolation isolation NN cord-317465-ucwuptgg 70 22 . . . cord-317465-ucwuptgg 71 1 Through through IN cord-317465-ucwuptgg 71 2 their -PRON- PRP$ cord-317465-ucwuptgg 71 3 sim sim NN cord-317465-ucwuptgg 71 4 - - HYPH cord-317465-ucwuptgg 71 5 ulations ulation NNS cord-317465-ucwuptgg 71 6 , , , cord-317465-ucwuptgg 71 7 they -PRON- PRP cord-317465-ucwuptgg 71 8 find find VBP cord-317465-ucwuptgg 71 9 that that IN cord-317465-ucwuptgg 71 10 the the DT cord-317465-ucwuptgg 71 11 NPIs npi NNS cord-317465-ucwuptgg 71 12 deployed deploy VBN cord-317465-ucwuptgg 71 13 in in IN cord-317465-ucwuptgg 71 14 China China NNP cord-317465-ucwuptgg 71 15 appear appear VBP cord-317465-ucwuptgg 71 16 to to TO cord-317465-ucwuptgg 71 17 be be VB cord-317465-ucwuptgg 71 18 effectively effectively RB cord-317465-ucwuptgg 71 19 containing contain VBG cord-317465-ucwuptgg 71 20 the the DT cord-317465-ucwuptgg 71 21 COVID-19 covid-19 JJ cord-317465-ucwuptgg 71 22 outbreak outbreak NN cord-317465-ucwuptgg 71 23 , , , cord-317465-ucwuptgg 71 24 but but CC cord-317465-ucwuptgg 71 25 the the DT cord-317465-ucwuptgg 71 26 efficacy efficacy NN cord-317465-ucwuptgg 71 27 of of IN cord-317465-ucwuptgg 71 28 the the DT cord-317465-ucwuptgg 71 29 different different JJ cord-317465-ucwuptgg 71 30 interventions intervention NNS cord-317465-ucwuptgg 71 31 varied vary VBN cord-317465-ucwuptgg 71 32 , , , cord-317465-ucwuptgg 71 33 with with IN cord-317465-ucwuptgg 71 34 the the DT cord-317465-ucwuptgg 71 35 early early JJ cord-317465-ucwuptgg 71 36 case case NN cord-317465-ucwuptgg 71 37 detection detection NN cord-317465-ucwuptgg 71 38 and and CC cord-317465-ucwuptgg 71 39 contact contact NN cord-317465-ucwuptgg 71 40 reduction reduction NN cord-317465-ucwuptgg 71 41 being be VBG cord-317465-ucwuptgg 71 42 the the DT cord-317465-ucwuptgg 71 43 most most RBS cord-317465-ucwuptgg 71 44 effective effective JJ cord-317465-ucwuptgg 71 45 . . . cord-317465-ucwuptgg 72 1 Moreover moreover RB cord-317465-ucwuptgg 72 2 , , , cord-317465-ucwuptgg 72 3 deploying deploy VBG cord-317465-ucwuptgg 72 4 the the DT cord-317465-ucwuptgg 72 5 NPIs npi NNS cord-317465-ucwuptgg 72 6 early early RB cord-317465-ucwuptgg 72 7 is be VBZ cord-317465-ucwuptgg 72 8 also also RB cord-317465-ucwuptgg 72 9 important important JJ cord-317465-ucwuptgg 72 10 to to TO cord-317465-ucwuptgg 72 11 prevent prevent VB cord-317465-ucwuptgg 72 12 further further JJ cord-317465-ucwuptgg 72 13 spread spread NN cord-317465-ucwuptgg 72 14 . . . cord-317465-ucwuptgg 73 1 Relative relative JJ cord-317465-ucwuptgg 73 2 to to IN cord-317465-ucwuptgg 73 3 our -PRON- PRP$ cord-317465-ucwuptgg 73 4 study study NN cord-317465-ucwuptgg 73 5 , , , cord-317465-ucwuptgg 73 6 it -PRON- PRP cord-317465-ucwuptgg 73 7 is be VBZ cord-317465-ucwuptgg 73 8 important important JJ cord-317465-ucwuptgg 73 9 to to TO cord-317465-ucwuptgg 73 10 point point VB cord-317465-ucwuptgg 73 11 out out RP cord-317465-ucwuptgg 73 12 that that IN cord-317465-ucwuptgg 73 13 in in IN cord-317465-ucwuptgg 73 14 their -PRON- PRP$ cord-317465-ucwuptgg 73 15 simulations simulation NNS cord-317465-ucwuptgg 73 16 , , , cord-317465-ucwuptgg 73 17 they -PRON- PRP cord-317465-ucwuptgg 73 18 assumed assume VBD cord-317465-ucwuptgg 73 19 that that IN cord-317465-ucwuptgg 73 20 the the DT cord-317465-ucwuptgg 73 21 pattern pattern NN cord-317465-ucwuptgg 73 22 of of IN cord-317465-ucwuptgg 73 23 population population NN cord-317465-ucwuptgg 73 24 movements movement NNS cord-317465-ucwuptgg 73 25 was be VBD cord-317465-ucwuptgg 73 26 the the DT cord-317465-ucwuptgg 73 27 same same JJ cord-317465-ucwuptgg 73 28 in in IN cord-317465-ucwuptgg 73 29 years year NNS cord-317465-ucwuptgg 73 30 when when WRB cord-317465-ucwuptgg 73 31 there there EX cord-317465-ucwuptgg 73 32 were be VBD cord-317465-ucwuptgg 73 33 no no DT cord-317465-ucwuptgg 73 34 outbreaks outbreak NNS cord-317465-ucwuptgg 73 35 and and CC cord-317465-ucwuptgg 73 36 interventions intervention NNS cord-317465-ucwuptgg 73 37 . . . cord-317465-ucwuptgg 74 1 To to IN cord-317465-ucwuptgg 74 2 the the DT cord-317465-ucwuptgg 74 3 best good JJS cord-317465-ucwuptgg 74 4 of of IN cord-317465-ucwuptgg 74 5 our -PRON- PRP$ cord-317465-ucwuptgg 74 6 knowledge knowledge NN cord-317465-ucwuptgg 74 7 , , , cord-317465-ucwuptgg 74 8 this this DT cord-317465-ucwuptgg 74 9 paper paper NN cord-317465-ucwuptgg 74 10 is be VBZ cord-317465-ucwuptgg 74 11 the the DT cord-317465-ucwuptgg 74 12 first first JJ cord-317465-ucwuptgg 74 13 to to TO cord-317465-ucwuptgg 74 14 provide provide VB cord-317465-ucwuptgg 74 15 a a DT cord-317465-ucwuptgg 74 16 causal causal JJ cord-317465-ucwuptgg 74 17 interpretation interpretation NN cord-317465-ucwuptgg 74 18 of of IN cord-317465-ucwuptgg 74 19 the the DT cord-317465-ucwuptgg 74 20 impact impact NN cord-317465-ucwuptgg 74 21 of of IN cord-317465-ucwuptgg 74 22 city city NN cord-317465-ucwuptgg 74 23 lockdown lockdown NN cord-317465-ucwuptgg 74 24 on on IN cord-317465-ucwuptgg 74 25 human human JJ cord-317465-ucwuptgg 74 26 mobility mobility NN cord-317465-ucwuptgg 74 27 and and CC cord-317465-ucwuptgg 74 28 the the DT cord-317465-ucwuptgg 74 29 spread spread NN cord-317465-ucwuptgg 74 30 of of IN cord-317465-ucwuptgg 74 31 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 74 32 , , , cord-317465-ucwuptgg 74 33 and and CC cord-317465-ucwuptgg 74 34 to to TO cord-317465-ucwuptgg 74 35 clearly clearly RB cord-317465-ucwuptgg 74 36 disentangle disentangle VB cord-317465-ucwuptgg 74 37 the the DT cord-317465-ucwuptgg 74 38 lockdown lockdown NN cord-317465-ucwuptgg 74 39 effects effect NNS cord-317465-ucwuptgg 74 40 from from IN cord-317465-ucwuptgg 74 41 other other JJ cord-317465-ucwuptgg 74 42 potential potential JJ cord-317465-ucwuptgg 74 43 contributing contribute VBG cord-317465-ucwuptgg 74 44 factors factor NNS cord-317465-ucwuptgg 74 45 such such JJ cord-317465-ucwuptgg 74 46 as as IN cord-317465-ucwuptgg 74 47 panic panic NN cord-317465-ucwuptgg 74 48 and and CC cord-317465-ucwuptgg 74 49 virus virus NN cord-317465-ucwuptgg 74 50 effect effect NN cord-317465-ucwuptgg 74 51 , , , cord-317465-ucwuptgg 74 52 as as RB cord-317465-ucwuptgg 74 53 well well RB cord-317465-ucwuptgg 74 54 as as IN cord-317465-ucwuptgg 74 55 the the DT cord-317465-ucwuptgg 74 56 seasonal seasonal NNP cord-317465-ucwuptgg 74 57 Spring Spring NNP cord-317465-ucwuptgg 74 58 Festival Festival NNP cord-317465-ucwuptgg 74 59 effect effect NN cord-317465-ucwuptgg 74 60 ( ( -LRB- cord-317465-ucwuptgg 74 61 see see VB cord-317465-ucwuptgg 74 62 Section section NN cord-317465-ucwuptgg 74 63 3 3 CD cord-317465-ucwuptgg 74 64 ) ) -RRB- cord-317465-ucwuptgg 74 65 . . . cord-317465-ucwuptgg 75 1 The the DT cord-317465-ucwuptgg 75 2 remainder remainder NN cord-317465-ucwuptgg 75 3 of of IN cord-317465-ucwuptgg 75 4 the the DT cord-317465-ucwuptgg 75 5 paper paper NN cord-317465-ucwuptgg 75 6 is be VBZ cord-317465-ucwuptgg 75 7 structured structure VBN cord-317465-ucwuptgg 75 8 as as IN cord-317465-ucwuptgg 75 9 follows follow VBZ cord-317465-ucwuptgg 75 10 . . . cord-317465-ucwuptgg 76 1 In in IN cord-317465-ucwuptgg 76 2 Section section NN cord-317465-ucwuptgg 76 3 2 2 CD cord-317465-ucwuptgg 76 4 , , , cord-317465-ucwuptgg 76 5 we -PRON- PRP cord-317465-ucwuptgg 76 6 describe describe VBP cord-317465-ucwuptgg 76 7 the the DT cord-317465-ucwuptgg 76 8 data data NN cord-317465-ucwuptgg 76 9 sets set NNS cord-317465-ucwuptgg 76 10 used use VBN cord-317465-ucwuptgg 76 11 in in IN cord-317465-ucwuptgg 76 12 our -PRON- PRP$ cord-317465-ucwuptgg 76 13 analysis analysis NN cord-317465-ucwuptgg 76 14 . . . cord-317465-ucwuptgg 77 1 In in IN cord-317465-ucwuptgg 77 2 Section section NN cord-317465-ucwuptgg 77 3 3 3 CD cord-317465-ucwuptgg 77 4 , , , cord-317465-ucwuptgg 77 5 we -PRON- PRP cord-317465-ucwuptgg 77 6 present present VBP cord-317465-ucwuptgg 77 7 different different JJ cord-317465-ucwuptgg 77 8 difference difference NN cord-317465-ucwuptgg 77 9 - - HYPH cord-317465-ucwuptgg 77 10 in in IN cord-317465-ucwuptgg 77 11 - - HYPH cord-317465-ucwuptgg 77 12 difference difference NN cord-317465-ucwuptgg 77 13 estimation estimation NN cord-317465-ucwuptgg 77 14 strategies strategy NNS cord-317465-ucwuptgg 77 15 to to TO cord-317465-ucwuptgg 77 16 separate separate VB cord-317465-ucwuptgg 77 17 the the DT cord-317465-ucwuptgg 77 18 lockdown lockdown NN cord-317465-ucwuptgg 77 19 effect effect NN cord-317465-ucwuptgg 77 20 , , , cord-317465-ucwuptgg 77 21 panic panic NN cord-317465-ucwuptgg 77 22 effect effect NN cord-317465-ucwuptgg 77 23 , , , cord-317465-ucwuptgg 77 24 virus virus NN cord-317465-ucwuptgg 77 25 ( ( -LRB- cord-317465-ucwuptgg 77 26 deterrence deterrence NN cord-317465-ucwuptgg 77 27 ) ) -RRB- cord-317465-ucwuptgg 77 28 effect effect NN cord-317465-ucwuptgg 77 29 , , , cord-317465-ucwuptgg 77 30 and and CC cord-317465-ucwuptgg 77 31 the the DT cord-317465-ucwuptgg 77 32 Spring Spring NNP cord-317465-ucwuptgg 77 33 Festival Festival NNP cord-317465-ucwuptgg 77 34 effect effect NN cord-317465-ucwuptgg 77 35 on on IN cord-317465-ucwuptgg 77 36 population population NN cord-317465-ucwuptgg 77 37 movements movement NNS cord-317465-ucwuptgg 77 38 in in IN cord-317465-ucwuptgg 77 39 China China NNP cord-317465-ucwuptgg 77 40 . . . cord-317465-ucwuptgg 78 1 In in IN cord-317465-ucwuptgg 78 2 Section section NN cord-317465-ucwuptgg 78 3 4 4 CD cord-317465-ucwuptgg 78 4 , , , cord-317465-ucwuptgg 78 5 we -PRON- PRP cord-317465-ucwuptgg 78 6 estimate estimate VBP cord-317465-ucwuptgg 78 7 the the DT cord-317465-ucwuptgg 78 8 distributed distribute VBN cord-317465-ucwuptgg 78 9 lag lag VBP cord-317465-ucwuptgg 78 10 effects effect NNS cord-317465-ucwuptgg 78 11 of of IN cord-317465-ucwuptgg 78 12 inflows inflow NNS cord-317465-ucwuptgg 78 13 from from IN cord-317465-ucwuptgg 78 14 the the DT cord-317465-ucwuptgg 78 15 epicenter epicenter JJ cord-317465-ucwuptgg 78 16 cities city NNS cord-317465-ucwuptgg 78 17 of of IN cord-317465-ucwuptgg 78 18 the the DT cord-317465-ucwuptgg 78 19 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 78 20 outbreak outbreak NN cord-317465-ucwuptgg 78 21 on on IN cord-317465-ucwuptgg 78 22 destination destination NN cord-317465-ucwuptgg 78 23 cities city NNS cord-317465-ucwuptgg 78 24 ' ' POS cord-317465-ucwuptgg 78 25 daily daily JJ cord-317465-ucwuptgg 78 26 infection infection NN cord-317465-ucwuptgg 78 27 cases case NNS cord-317465-ucwuptgg 78 28 . . . cord-317465-ucwuptgg 79 1 In in IN cord-317465-ucwuptgg 79 2 Section section NN cord-317465-ucwuptgg 79 3 5 5 CD cord-317465-ucwuptgg 79 4 , , , cord-317465-ucwuptgg 79 5 we -PRON- PRP cord-317465-ucwuptgg 79 6 study study VBP cord-317465-ucwuptgg 79 7 how how WRB cord-317465-ucwuptgg 79 8 the the DT cord-317465-ucwuptgg 79 9 enhanced enhanced JJ cord-317465-ucwuptgg 79 10 social social JJ cord-317465-ucwuptgg 79 11 distancing distance VBG cord-317465-ucwuptgg 79 12 policies policy NNS cord-317465-ucwuptgg 79 13 , , , cord-317465-ucwuptgg 79 14 or or CC cord-317465-ucwuptgg 79 15 " " `` cord-317465-ucwuptgg 79 16 lockdown lockdown NN cord-317465-ucwuptgg 79 17 " " '' cord-317465-ucwuptgg 79 18 policies policy NNS cord-317465-ucwuptgg 79 19 , , , cord-317465-ucwuptgg 79 20 in in IN cord-317465-ucwuptgg 79 21 the the DT cord-317465-ucwuptgg 79 22 destination destination NN cord-317465-ucwuptgg 79 23 cities city NNS cord-317465-ucwuptgg 79 24 ' ' POS cord-317465-ucwuptgg 79 25 impact impact NN cord-317465-ucwuptgg 79 26 the the DT cord-317465-ucwuptgg 79 27 effects effect NNS cord-317465-ucwuptgg 79 28 of of IN cord-317465-ucwuptgg 79 29 the the DT cord-317465-ucwuptgg 79 30 population population NN cord-317465-ucwuptgg 79 31 inflows inflow NNS cord-317465-ucwuptgg 79 32 from from IN cord-317465-ucwuptgg 79 33 the the DT cord-317465-ucwuptgg 79 34 epicenter epicenter JJ cord-317465-ucwuptgg 79 35 cities city NNS cord-317465-ucwuptgg 79 36 . . . cord-317465-ucwuptgg 80 1 In in IN cord-317465-ucwuptgg 80 2 Section section NN cord-317465-ucwuptgg 80 3 6 6 CD cord-317465-ucwuptgg 80 4 , , , cord-317465-ucwuptgg 80 5 we -PRON- PRP cord-317465-ucwuptgg 80 6 conclude conclude VBP cord-317465-ucwuptgg 80 7 . . . cord-317465-ucwuptgg 81 1 Population population NN cord-317465-ucwuptgg 81 2 Migration Migration NNP cord-317465-ucwuptgg 81 3 Data Data NNP cord-317465-ucwuptgg 81 4 . . . cord-317465-ucwuptgg 82 1 We -PRON- PRP cord-317465-ucwuptgg 82 2 obtain obtain VBP cord-317465-ucwuptgg 82 3 inter inter JJ cord-317465-ucwuptgg 82 4 - - JJ cord-317465-ucwuptgg 82 5 city city JJ cord-317465-ucwuptgg 82 6 population population NN cord-317465-ucwuptgg 82 7 migration migration NN cord-317465-ucwuptgg 82 8 data datum NNS cord-317465-ucwuptgg 82 9 from from IN cord-317465-ucwuptgg 82 10 Baidu Baidu NNP cord-317465-ucwuptgg 82 11 Migration Migration NNP cord-317465-ucwuptgg 82 12 , , , cord-317465-ucwuptgg 82 13 a a DT cord-317465-ucwuptgg 82 14 travel travel NN cord-317465-ucwuptgg 82 15 map map NN cord-317465-ucwuptgg 82 16 offered offer VBN cord-317465-ucwuptgg 82 17 by by IN cord-317465-ucwuptgg 82 18 the the DT cord-317465-ucwuptgg 82 19 largest large JJS cord-317465-ucwuptgg 82 20 Chinese chinese JJ cord-317465-ucwuptgg 82 21 search search NN cord-317465-ucwuptgg 82 22 engine engine NN cord-317465-ucwuptgg 82 23 , , , cord-317465-ucwuptgg 82 24 Baidu Baidu NNP cord-317465-ucwuptgg 82 25 . . . cord-317465-ucwuptgg 83 1 4 4 LS cord-317465-ucwuptgg 83 2 . . . cord-317465-ucwuptgg 84 1 The the DT cord-317465-ucwuptgg 84 2 Baidu Baidu NNP cord-317465-ucwuptgg 84 3 Migration Migration NNP cord-317465-ucwuptgg 84 4 data datum NNS cord-317465-ucwuptgg 84 5 set set NN cord-317465-ucwuptgg 84 6 covers cover VBZ cord-317465-ucwuptgg 84 7 120,142 120,142 CD cord-317465-ucwuptgg 84 8 pairs pair NNS cord-317465-ucwuptgg 84 9 of of IN cord-317465-ucwuptgg 84 10 cities city NNS cord-317465-ucwuptgg 84 11 per per IN cord-317465-ucwuptgg 84 12 day day NN cord-317465-ucwuptgg 84 13 for for IN cord-317465-ucwuptgg 84 14 364 364 CD cord-317465-ucwuptgg 84 15 Chinese chinese JJ cord-317465-ucwuptgg 84 16 cities city NNS cord-317465-ucwuptgg 84 17 between between IN cord-317465-ucwuptgg 84 18 January January NNP cord-317465-ucwuptgg 84 19 12 12 CD cord-317465-ucwuptgg 84 20 and and CC cord-317465-ucwuptgg 84 21 March March NNP cord-317465-ucwuptgg 84 22 12 12 CD cord-317465-ucwuptgg 84 23 in in IN cord-317465-ucwuptgg 84 24 2019 2019 CD cord-317465-ucwuptgg 84 25 , , , cord-317465-ucwuptgg 84 26 and and CC cord-317465-ucwuptgg 84 27 between between IN cord-317465-ucwuptgg 84 28 January January NNP cord-317465-ucwuptgg 84 29 1 1 CD cord-317465-ucwuptgg 84 30 and and CC cord-317465-ucwuptgg 84 31 February February NNP cord-317465-ucwuptgg 84 32 29 29 CD cord-317465-ucwuptgg 84 33 in in IN cord-317465-ucwuptgg 84 34 2020 2020 CD cord-317465-ucwuptgg 84 35 . . . cord-317465-ucwuptgg 85 1 Note note VB cord-317465-ucwuptgg 85 2 that that IN cord-317465-ucwuptgg 85 3 , , , cord-317465-ucwuptgg 85 4 by by IN cord-317465-ucwuptgg 85 5 the the DT cord-317465-ucwuptgg 85 6 lunar lunar JJ cord-317465-ucwuptgg 85 7 calendar calendar NN cord-317465-ucwuptgg 85 8 , , , cord-317465-ucwuptgg 85 9 the the DT cord-317465-ucwuptgg 85 10 data datum NNS cord-317465-ucwuptgg 85 11 covers cover VBZ cord-317465-ucwuptgg 85 12 the the DT cord-317465-ucwuptgg 85 13 same same JJ cord-317465-ucwuptgg 85 14 period period NN cord-317465-ucwuptgg 85 15 of of IN cord-317465-ucwuptgg 85 16 24 24 CD cord-317465-ucwuptgg 85 17 days day NNS cord-317465-ucwuptgg 85 18 before before RB cord-317465-ucwuptgg 85 19 and and CC cord-317465-ucwuptgg 85 20 36 36 CD cord-317465-ucwuptgg 85 21 days day NNS cord-317465-ucwuptgg 85 22 after after IN cord-317465-ucwuptgg 85 23 the the DT cord-317465-ucwuptgg 85 24 Spring Spring NNP cord-317465-ucwuptgg 85 25 Festivals Festivals NNPS cord-317465-ucwuptgg 85 26 , , , cord-317465-ucwuptgg 85 27 respectively respectively RB cord-317465-ucwuptgg 85 28 for for IN cord-317465-ucwuptgg 85 29 year year NN cord-317465-ucwuptgg 85 30 2019 2019 CD cord-317465-ucwuptgg 85 31 and and CC cord-317465-ucwuptgg 85 32 year year NN cord-317465-ucwuptgg 85 33 2020 2020 CD cord-317465-ucwuptgg 85 34 . . . cord-317465-ucwuptgg 86 1 The the DT cord-317465-ucwuptgg 86 2 daily daily JJ cord-317465-ucwuptgg 86 3 inter inter JJ cord-317465-ucwuptgg 86 4 - - JJ cord-317465-ucwuptgg 86 5 city city JJ cord-317465-ucwuptgg 86 6 migration migration NN cord-317465-ucwuptgg 86 7 data datum NNS cord-317465-ucwuptgg 86 8 consist consist VBP cord-317465-ucwuptgg 86 9 of of IN cord-317465-ucwuptgg 86 10 2,977,899 2,977,899 CD cord-317465-ucwuptgg 86 11 city city NN cord-317465-ucwuptgg 86 12 - - HYPH cord-317465-ucwuptgg 86 13 pair pair NN cord-317465-ucwuptgg 86 14 observations observation NNS cord-317465-ucwuptgg 86 15 each each DT cord-317465-ucwuptgg 86 16 year year NN cord-317465-ucwuptgg 86 17 . . . cord-317465-ucwuptgg 87 1 In in IN cord-317465-ucwuptgg 87 2 addition addition NN cord-317465-ucwuptgg 87 3 , , , cord-317465-ucwuptgg 87 4 Baidu Baidu NNP cord-317465-ucwuptgg 87 5 provides provide VBZ cord-317465-ucwuptgg 87 6 the the DT cord-317465-ucwuptgg 87 7 daily daily JJ cord-317465-ucwuptgg 87 8 within within IN cord-317465-ucwuptgg 87 9 - - HYPH cord-317465-ucwuptgg 87 10 city city NN cord-317465-ucwuptgg 87 11 mobility mobility NN cord-317465-ucwuptgg 87 12 data datum NNS cord-317465-ucwuptgg 87 13 for for IN cord-317465-ucwuptgg 87 14 each each DT cord-317465-ucwuptgg 87 15 city city NN cord-317465-ucwuptgg 87 16 in in IN cord-317465-ucwuptgg 87 17 the the DT cord-317465-ucwuptgg 87 18 sample sample NN cord-317465-ucwuptgg 87 19 period period NN cord-317465-ucwuptgg 87 20 , , , cord-317465-ucwuptgg 87 21 which which WDT cord-317465-ucwuptgg 87 22 is be VBZ cord-317465-ucwuptgg 87 23 a a DT cord-317465-ucwuptgg 87 24 panel panel NN cord-317465-ucwuptgg 87 25 consisting consist VBG cord-317465-ucwuptgg 87 26 of of IN cord-317465-ucwuptgg 87 27 21,655 21,655 CD cord-317465-ucwuptgg 87 28 city city NN cord-317465-ucwuptgg 87 29 - - HYPH cord-317465-ucwuptgg 87 30 day day NN cord-317465-ucwuptgg 87 31 level level NN cord-317465-ucwuptgg 87 32 observations observation NNS cord-317465-ucwuptgg 87 33 each each DT cord-317465-ucwuptgg 87 34 year year NN cord-317465-ucwuptgg 87 35 . . . cord-317465-ucwuptgg 88 1 The the DT cord-317465-ucwuptgg 88 2 Baidu Baidu NNP cord-317465-ucwuptgg 88 3 Migration Migration NNP cord-317465-ucwuptgg 88 4 data data NN cord-317465-ucwuptgg 88 5 is be VBZ cord-317465-ucwuptgg 88 6 based base VBN cord-317465-ucwuptgg 88 7 on on IN cord-317465-ucwuptgg 88 8 real real JJ cord-317465-ucwuptgg 88 9 - - HYPH cord-317465-ucwuptgg 88 10 time time NN cord-317465-ucwuptgg 88 11 location location NN cord-317465-ucwuptgg 88 12 records record NNS cord-317465-ucwuptgg 88 13 for for IN cord-317465-ucwuptgg 88 14 every every DT cord-317465-ucwuptgg 88 15 smart smart JJ cord-317465-ucwuptgg 88 16 phone phone NN cord-317465-ucwuptgg 88 17 using use VBG cord-317465-ucwuptgg 88 18 the the DT cord-317465-ucwuptgg 88 19 company company NN cord-317465-ucwuptgg 88 20 's 's POS cord-317465-ucwuptgg 88 21 mapping mapping NN cord-317465-ucwuptgg 88 22 app app NN cord-317465-ucwuptgg 88 23 , , , cord-317465-ucwuptgg 88 24 and and CC cord-317465-ucwuptgg 88 25 thus thus RB cord-317465-ucwuptgg 88 26 can can MD cord-317465-ucwuptgg 88 27 precisely precisely RB cord-317465-ucwuptgg 88 28 reflect reflect VB cord-317465-ucwuptgg 88 29 the the DT cord-317465-ucwuptgg 88 30 population population NN cord-317465-ucwuptgg 88 31 movements movement NNS cord-317465-ucwuptgg 88 32 between between IN cord-317465-ucwuptgg 88 33 cities city NNS cord-317465-ucwuptgg 88 34 . . . cord-317465-ucwuptgg 89 1 5 5 LS cord-317465-ucwuptgg 90 1 For for IN cord-317465-ucwuptgg 90 2 each each DT cord-317465-ucwuptgg 90 3 of of IN cord-317465-ucwuptgg 90 4 the the DT cord-317465-ucwuptgg 90 5 364 364 CD cord-317465-ucwuptgg 90 6 cities city NNS cord-317465-ucwuptgg 90 7 , , , cord-317465-ucwuptgg 90 8 Baidu Baidu NNP cord-317465-ucwuptgg 90 9 Migration Migration NNP cord-317465-ucwuptgg 90 10 provides provide VBZ cord-317465-ucwuptgg 90 11 the the DT cord-317465-ucwuptgg 90 12 following follow VBG cord-317465-ucwuptgg 90 13 informa- informa- JJ cord-317465-ucwuptgg 90 14 tion tion NN cord-317465-ucwuptgg 90 15 : : : cord-317465-ucwuptgg 90 16 ( ( -LRB- cord-317465-ucwuptgg 90 17 1 1 CD cord-317465-ucwuptgg 90 18 ) ) -RRB- cord-317465-ucwuptgg 90 19 . . . cord-317465-ucwuptgg 91 1 the the DT cord-317465-ucwuptgg 91 2 top top JJ cord-317465-ucwuptgg 91 3 100 100 CD cord-317465-ucwuptgg 91 4 origination origination NN cord-317465-ucwuptgg 91 5 cities city NNS cord-317465-ucwuptgg 91 6 ( ( -LRB- cord-317465-ucwuptgg 91 7 OC OC NNP cord-317465-ucwuptgg 91 8 ) ) -RRB- cord-317465-ucwuptgg 91 9 for for IN cord-317465-ucwuptgg 91 10 the the DT cord-317465-ucwuptgg 91 11 population population NN cord-317465-ucwuptgg 91 12 moving move VBG cord-317465-ucwuptgg 91 13 into into IN cord-317465-ucwuptgg 91 14 the the DT cord-317465-ucwuptgg 91 15 city city NN cord-317465-ucwuptgg 91 16 and and CC cord-317465-ucwuptgg 91 17 the the DT cord-317465-ucwuptgg 91 18 corresponding correspond VBG cord-317465-ucwuptgg 91 19 percentages percentage NNS cord-317465-ucwuptgg 91 20 of of IN cord-317465-ucwuptgg 91 21 inflow inflow JJ cord-317465-ucwuptgg 91 22 population population NN cord-317465-ucwuptgg 91 23 that that WDT cord-317465-ucwuptgg 91 24 originated originate VBD cord-317465-ucwuptgg 91 25 from from IN cord-317465-ucwuptgg 91 26 each each DT cord-317465-ucwuptgg 91 27 of of IN cord-317465-ucwuptgg 91 28 the the DT cord-317465-ucwuptgg 91 29 top top JJ cord-317465-ucwuptgg 91 30 100 100 CD cord-317465-ucwuptgg 91 31 OC oc NN cord-317465-ucwuptgg 91 32 ; ; : cord-317465-ucwuptgg 91 33 ( ( -LRB- cord-317465-ucwuptgg 91 34 2 2 LS cord-317465-ucwuptgg 91 35 ) ) -RRB- cord-317465-ucwuptgg 91 36 . . . cord-317465-ucwuptgg 92 1 the the DT cord-317465-ucwuptgg 92 2 top top JJ cord-317465-ucwuptgg 92 3 100 100 CD cord-317465-ucwuptgg 92 4 destination destination NN cord-317465-ucwuptgg 92 5 cities city NNS cord-317465-ucwuptgg 92 6 ( ( -LRB- cord-317465-ucwuptgg 92 7 DC DC NNP cord-317465-ucwuptgg 92 8 ) ) -RRB- cord-317465-ucwuptgg 92 9 for for IN cord-317465-ucwuptgg 92 10 the the DT cord-317465-ucwuptgg 92 11 population population NN cord-317465-ucwuptgg 92 12 moving move VBG cord-317465-ucwuptgg 92 13 out out IN cord-317465-ucwuptgg 92 14 of of IN cord-317465-ucwuptgg 92 15 the the DT cord-317465-ucwuptgg 92 16 city city NN cord-317465-ucwuptgg 92 17 , , , cord-317465-ucwuptgg 92 18 and and CC cord-317465-ucwuptgg 92 19 the the DT cord-317465-ucwuptgg 92 20 corresponding correspond VBG cord-317465-ucwuptgg 92 21 percentages percentage NNS cord-317465-ucwuptgg 92 22 of of IN cord-317465-ucwuptgg 92 23 the the DT cord-317465-ucwuptgg 92 24 outflow outflow JJ cord-317465-ucwuptgg 92 25 population population NN cord-317465-ucwuptgg 92 26 that that WDT cord-317465-ucwuptgg 92 27 go go VBP cord-317465-ucwuptgg 92 28 into into IN cord-317465-ucwuptgg 92 29 each each DT cord-317465-ucwuptgg 92 30 of of IN cord-317465-ucwuptgg 92 31 the the DT cord-317465-ucwuptgg 92 32 top top JJ cord-317465-ucwuptgg 92 33 DC DC NNP cord-317465-ucwuptgg 92 34 . . . cord-317465-ucwuptgg 93 1 In in IN cord-317465-ucwuptgg 93 2 the the DT cord-317465-ucwuptgg 93 3 data datum NNS cord-317465-ucwuptgg 93 4 , , , cord-317465-ucwuptgg 93 5 the the DT cord-317465-ucwuptgg 93 6 cumulative cumulative JJ cord-317465-ucwuptgg 93 7 percentages percentage NNS cord-317465-ucwuptgg 93 8 of of IN cord-317465-ucwuptgg 93 9 the the DT cord-317465-ucwuptgg 93 10 inflow inflow JJ cord-317465-ucwuptgg 93 11 population population NN cord-317465-ucwuptgg 93 12 from from IN cord-317465-ucwuptgg 93 13 the the DT cord-317465-ucwuptgg 93 14 top top JJ cord-317465-ucwuptgg 93 15 100 100 CD cord-317465-ucwuptgg 93 16 origination origination NN cord-317465-ucwuptgg 93 17 city city NN cord-317465-ucwuptgg 93 18 , , , cord-317465-ucwuptgg 93 19 and and CC cord-317465-ucwuptgg 93 20 the the DT cord-317465-ucwuptgg 93 21 cumulative cumulative JJ cord-317465-ucwuptgg 93 22 percentages percentage NNS cord-317465-ucwuptgg 93 23 of of IN cord-317465-ucwuptgg 93 24 the the DT cord-317465-ucwuptgg 93 25 outflow outflow JJ cord-317465-ucwuptgg 93 26 population population NN cord-317465-ucwuptgg 93 27 into into IN cord-317465-ucwuptgg 93 28 the the DT cord-317465-ucwuptgg 93 29 top top JJ cord-317465-ucwuptgg 93 30 100 100 CD cord-317465-ucwuptgg 93 31 destination destination NN cord-317465-ucwuptgg 93 32 cities city NNS cord-317465-ucwuptgg 93 33 , , , cord-317465-ucwuptgg 93 34 reach reach VB cord-317465-ucwuptgg 93 35 97 97 CD cord-317465-ucwuptgg 93 36 % % NN cord-317465-ucwuptgg 93 37 per per IN cord-317465-ucwuptgg 93 38 city city NN cord-317465-ucwuptgg 93 39 on on IN cord-317465-ucwuptgg 93 40 average average JJ cord-317465-ucwuptgg 93 41 . . . cord-317465-ucwuptgg 94 1 This this DT cord-317465-ucwuptgg 94 2 ensures ensure VBZ cord-317465-ucwuptgg 94 3 that that IN cord-317465-ucwuptgg 94 4 the the DT cord-317465-ucwuptgg 94 5 Baidu Baidu NNP cord-317465-ucwuptgg 94 6 Migration Migration NNP cord-317465-ucwuptgg 94 7 data datum NNS cord-317465-ucwuptgg 94 8 capture capture VBP cord-317465-ucwuptgg 94 9 near near IN cord-317465-ucwuptgg 94 10 complete complete JJ cord-317465-ucwuptgg 94 11 inflows inflow NNS cord-317465-ucwuptgg 94 12 and and CC cord-317465-ucwuptgg 94 13 outflows outflow NNS cord-317465-ucwuptgg 94 14 for for IN cord-317465-ucwuptgg 94 15 each each DT cord-317465-ucwuptgg 94 16 of of IN cord-317465-ucwuptgg 94 17 the the DT cord-317465-ucwuptgg 94 18 364 364 CD cord-317465-ucwuptgg 94 19 cities city NNS cord-317465-ucwuptgg 94 20 in in IN cord-317465-ucwuptgg 94 21 the the DT cord-317465-ucwuptgg 94 22 data datum NNS cord-317465-ucwuptgg 94 23 . . . cord-317465-ucwuptgg 95 1 In in IN cord-317465-ucwuptgg 95 2 addition addition NN cord-317465-ucwuptgg 95 3 , , , cord-317465-ucwuptgg 95 4 the the DT cord-317465-ucwuptgg 95 5 Baidu Baidu NNP cord-317465-ucwuptgg 95 6 Migration Migration NNP cord-317465-ucwuptgg 95 7 data datum NNS cord-317465-ucwuptgg 95 8 provides provide VBZ cord-317465-ucwuptgg 95 9 three three CD cord-317465-ucwuptgg 95 10 migration migration NN cord-317465-ucwuptgg 95 11 intensity intensity NN cord-317465-ucwuptgg 95 12 indicators indicator NNS cord-317465-ucwuptgg 95 13 : : : cord-317465-ucwuptgg 95 14 the the DT cord-317465-ucwuptgg 95 15 daily daily JJ cord-317465-ucwuptgg 95 16 in in IN cord-317465-ucwuptgg 95 17 - - HYPH cord-317465-ucwuptgg 95 18 migration migration NN cord-317465-ucwuptgg 95 19 index index NN cord-317465-ucwuptgg 95 20 ( ( -LRB- cord-317465-ucwuptgg 95 21 IMI IMI NNP cord-317465-ucwuptgg 95 22 ) ) -RRB- cord-317465-ucwuptgg 95 23 of of IN cord-317465-ucwuptgg 95 24 a a DT cord-317465-ucwuptgg 95 25 city city NN cord-317465-ucwuptgg 95 26 , , , cord-317465-ucwuptgg 95 27 the the DT cord-317465-ucwuptgg 95 28 daily daily JJ cord-317465-ucwuptgg 95 29 out out JJ cord-317465-ucwuptgg 95 30 - - HYPH cord-317465-ucwuptgg 95 31 migration migration NN cord-317465-ucwuptgg 95 32 index index NN cord-317465-ucwuptgg 95 33 ( ( -LRB- cord-317465-ucwuptgg 95 34 OMI OMI NNP cord-317465-ucwuptgg 95 35 ) ) -RRB- cord-317465-ucwuptgg 95 36 of of IN cord-317465-ucwuptgg 95 37 a a DT cord-317465-ucwuptgg 95 38 city city NN cord-317465-ucwuptgg 95 39 , , , cord-317465-ucwuptgg 95 40 and and CC cord-317465-ucwuptgg 95 41 the the DT cord-317465-ucwuptgg 95 42 daily daily JJ cord-317465-ucwuptgg 95 43 within within IN cord-317465-ucwuptgg 95 44 - - HYPH cord-317465-ucwuptgg 95 45 city city NN cord-317465-ucwuptgg 95 46 migration migration NN cord-317465-ucwuptgg 95 47 index index NN cord-317465-ucwuptgg 95 48 ( ( -LRB- cord-317465-ucwuptgg 95 49 WCMI WCMI NNP cord-317465-ucwuptgg 95 50 ) ) -RRB- cord-317465-ucwuptgg 95 51 . . . cord-317465-ucwuptgg 96 1 The the DT cord-317465-ucwuptgg 96 2 intensity intensity NN cord-317465-ucwuptgg 96 3 indicators indicator NNS cord-317465-ucwuptgg 96 4 are be VBP cord-317465-ucwuptgg 96 5 consistent consistent JJ cord-317465-ucwuptgg 96 6 across across IN cord-317465-ucwuptgg 96 7 cities city NNS cord-317465-ucwuptgg 96 8 and and CC cord-317465-ucwuptgg 96 9 across across IN cord-317465-ucwuptgg 96 10 time time NN cord-317465-ucwuptgg 96 11 . . . cord-317465-ucwuptgg 97 1 To to TO cord-317465-ucwuptgg 97 2 convert convert VB cord-317465-ucwuptgg 97 3 the the DT cord-317465-ucwuptgg 97 4 index index NN cord-317465-ucwuptgg 97 5 to to IN cord-317465-ucwuptgg 97 6 the the DT cord-317465-ucwuptgg 97 7 number number NN cord-317465-ucwuptgg 97 8 of of IN cord-317465-ucwuptgg 97 9 people people NNS cord-317465-ucwuptgg 97 10 , , , cord-317465-ucwuptgg 97 11 we -PRON- PRP cord-317465-ucwuptgg 97 12 use use VBP cord-317465-ucwuptgg 97 13 the the DT cord-317465-ucwuptgg 97 14 actual actual JJ cord-317465-ucwuptgg 97 15 number number NN cord-317465-ucwuptgg 97 16 of of IN cord-317465-ucwuptgg 97 17 inflow inflow JJ cord-317465-ucwuptgg 97 18 population population NN cord-317465-ucwuptgg 97 19 into into IN cord-317465-ucwuptgg 97 20 Shanghai Shanghai NNP cord-317465-ucwuptgg 97 21 by by IN cord-317465-ucwuptgg 97 22 airplanes airplane NNS cord-317465-ucwuptgg 97 23 , , , cord-317465-ucwuptgg 97 24 trains train NNS cord-317465-ucwuptgg 97 25 and and CC cord-317465-ucwuptgg 97 26 buses bus NNS cord-317465-ucwuptgg 97 27 / / SYM cord-317465-ucwuptgg 97 28 cars car NNS cord-317465-ucwuptgg 97 29 , , , cord-317465-ucwuptgg 97 30 and and CC cord-317465-ucwuptgg 97 31 the the DT cord-317465-ucwuptgg 97 32 number number NN cord-317465-ucwuptgg 97 33 of of IN cord-317465-ucwuptgg 97 34 within within IN cord-317465-ucwuptgg 97 35 - - HYPH cord-317465-ucwuptgg 97 36 Shanghai Shanghai NNP cord-317465-ucwuptgg 97 37 trips trip NNS cord-317465-ucwuptgg 97 38 using use VBG cord-317465-ucwuptgg 97 39 subways subway NNS cord-317465-ucwuptgg 97 40 , , , cord-317465-ucwuptgg 97 41 buses bus NNS cord-317465-ucwuptgg 97 42 and and CC cord-317465-ucwuptgg 97 43 expressways expressway NNS cord-317465-ucwuptgg 97 44 , , , cord-317465-ucwuptgg 97 45 collected collect VBN cord-317465-ucwuptgg 97 46 by by IN cord-317465-ucwuptgg 97 47 the the DT cord-317465-ucwuptgg 97 48 National National NNP cord-317465-ucwuptgg 97 49 Earth Earth NNP cord-317465-ucwuptgg 97 50 System System NNP cord-317465-ucwuptgg 97 51 Science Science NNP cord-317465-ucwuptgg 97 52 Data Data NNP cord-317465-ucwuptgg 97 53 Center Center NNP cord-317465-ucwuptgg 97 54 for for IN cord-317465-ucwuptgg 97 55 the the DT cord-317465-ucwuptgg 97 56 period period NN cord-317465-ucwuptgg 97 57 of of IN cord-317465-ucwuptgg 97 58 February February NNP cord-317465-ucwuptgg 97 59 6 6 CD cord-317465-ucwuptgg 97 60 to to IN cord-317465-ucwuptgg 97 61 February February NNP cord-317465-ucwuptgg 97 62 22 22 CD cord-317465-ucwuptgg 97 63 , , , cord-317465-ucwuptgg 97 64 2020 2020 CD cord-317465-ucwuptgg 97 65 . . . cord-317465-ucwuptgg 98 1 Using use VBG cord-317465-ucwuptgg 98 2 this this DT cord-317465-ucwuptgg 98 3 data datum NNS cord-317465-ucwuptgg 98 4 , , , cord-317465-ucwuptgg 98 5 we -PRON- PRP cord-317465-ucwuptgg 98 6 estimate estimate VBP cord-317465-ucwuptgg 98 7 that that IN cord-317465-ucwuptgg 98 8 one one CD cord-317465-ucwuptgg 98 9 index index NN cord-317465-ucwuptgg 98 10 unit unit NN cord-317465-ucwuptgg 98 11 in in IN cord-317465-ucwuptgg 98 12 the the DT cord-317465-ucwuptgg 98 13 IMI IMI NNP cord-317465-ucwuptgg 98 14 and and CC cord-317465-ucwuptgg 98 15 OMI OMI NNP cord-317465-ucwuptgg 98 16 corresponds correspond VBZ cord-317465-ucwuptgg 98 17 to to IN cord-317465-ucwuptgg 98 18 90,848 90,848 CD cord-317465-ucwuptgg 98 19 person person NN cord-317465-ucwuptgg 98 20 movements movement NNS cord-317465-ucwuptgg 98 21 , , , cord-317465-ucwuptgg 98 22 and and CC cord-317465-ucwuptgg 98 23 one one CD cord-317465-ucwuptgg 98 24 index index NN cord-317465-ucwuptgg 98 25 unit unit NN cord-317465-ucwuptgg 98 26 in in IN cord-317465-ucwuptgg 98 27 WCMI WCMI NNP cord-317465-ucwuptgg 98 28 corresponds correspond VBZ cord-317465-ucwuptgg 98 29 to to IN cord-317465-ucwuptgg 98 30 2,182,264 2,182,264 CD cord-317465-ucwuptgg 98 31 person person NN cord-317465-ucwuptgg 98 32 movements movement NNS cord-317465-ucwuptgg 98 33 . . . cord-317465-ucwuptgg 99 1 We -PRON- PRP cord-317465-ucwuptgg 99 2 are be VBP cord-317465-ucwuptgg 99 3 thus thus RB cord-317465-ucwuptgg 99 4 able able JJ cord-317465-ucwuptgg 99 5 to to TO cord-317465-ucwuptgg 99 6 calculate calculate VB cord-317465-ucwuptgg 99 7 the the DT cord-317465-ucwuptgg 99 8 number number NN cord-317465-ucwuptgg 99 9 of of IN cord-317465-ucwuptgg 99 10 daily daily JJ cord-317465-ucwuptgg 99 11 inflow inflow NN cord-317465-ucwuptgg 99 12 and and CC cord-317465-ucwuptgg 99 13 outflow outflow NN cord-317465-ucwuptgg 99 14 migrants migrant NNS cord-317465-ucwuptgg 99 15 in in IN cord-317465-ucwuptgg 99 16 each each DT cord-317465-ucwuptgg 99 17 city city NN cord-317465-ucwuptgg 99 18 - - HYPH cord-317465-ucwuptgg 99 19 pair pair NN cord-317465-ucwuptgg 99 20 , , , cord-317465-ucwuptgg 99 21 as as RB cord-317465-ucwuptgg 99 22 well well RB cord-317465-ucwuptgg 99 23 as as IN cord-317465-ucwuptgg 99 24 the the DT cord-317465-ucwuptgg 99 25 number number NN cord-317465-ucwuptgg 99 26 of of IN cord-317465-ucwuptgg 99 27 within within IN cord-317465-ucwuptgg 99 28 - - HYPH cord-317465-ucwuptgg 99 29 city city NN cord-317465-ucwuptgg 99 30 population population NN cord-317465-ucwuptgg 99 31 movements movement NNS cord-317465-ucwuptgg 99 32 . . . cord-317465-ucwuptgg 100 1 6 6 CD cord-317465-ucwuptgg 100 2 Table table NN cord-317465-ucwuptgg 100 3 1 1 CD cord-317465-ucwuptgg 100 4 presents present VBZ cord-317465-ucwuptgg 100 5 the the DT cord-317465-ucwuptgg 100 6 summary summary NN cord-317465-ucwuptgg 100 7 statistics statistic NNS cord-317465-ucwuptgg 100 8 of of IN cord-317465-ucwuptgg 100 9 the the DT cord-317465-ucwuptgg 100 10 population population NN cord-317465-ucwuptgg 100 11 flows flow VBZ cord-317465-ucwuptgg 100 12 at at IN cord-317465-ucwuptgg 100 13 the the DT cord-317465-ucwuptgg 100 14 city city NN cord-317465-ucwuptgg 100 15 - - HYPH cord-317465-ucwuptgg 100 16 pair pair NN cord-317465-ucwuptgg 100 17 - - HYPH cord-317465-ucwuptgg 100 18 day day NN cord-317465-ucwuptgg 100 19 level level NN cord-317465-ucwuptgg 100 20 and and CC cord-317465-ucwuptgg 100 21 city city NN cord-317465-ucwuptgg 100 22 - - HYPH cord-317465-ucwuptgg 100 23 day day NN cord-317465-ucwuptgg 100 24 level level NN cord-317465-ucwuptgg 100 25 . . . cord-317465-ucwuptgg 101 1 It -PRON- PRP cord-317465-ucwuptgg 101 2 shows show VBZ cord-317465-ucwuptgg 101 3 drastic drastic JJ cord-317465-ucwuptgg 101 4 declines decline NNS cord-317465-ucwuptgg 101 5 in in IN cord-317465-ucwuptgg 101 6 the the DT cord-317465-ucwuptgg 101 7 average average JJ cord-317465-ucwuptgg 101 8 inflows inflow NNS cord-317465-ucwuptgg 101 9 , , , cord-317465-ucwuptgg 101 10 average average JJ cord-317465-ucwuptgg 101 11 outflows outflow NNS cord-317465-ucwuptgg 101 12 , , , cord-317465-ucwuptgg 101 13 and and CC cord-317465-ucwuptgg 101 14 average average JJ cord-317465-ucwuptgg 101 15 within within IN cord-317465-ucwuptgg 101 16 - - HYPH cord-317465-ucwuptgg 101 17 city city NN cord-317465-ucwuptgg 101 18 migration migration NN cord-317465-ucwuptgg 101 19 in in IN cord-317465-ucwuptgg 101 20 2020 2020 CD cord-317465-ucwuptgg 101 21 , , , cord-317465-ucwuptgg 101 22 compared compare VBN cord-317465-ucwuptgg 101 23 to to IN cord-317465-ucwuptgg 101 24 a a DT cord-317465-ucwuptgg 101 25 sample sample NN cord-317465-ucwuptgg 101 26 period period NN cord-317465-ucwuptgg 101 27 in in IN cord-317465-ucwuptgg 101 28 2019 2019 CD cord-317465-ucwuptgg 101 29 ( ( -LRB- cord-317465-ucwuptgg 101 30 matched match VBN cord-317465-ucwuptgg 101 31 by by IN cord-317465-ucwuptgg 101 32 the the DT cord-317465-ucwuptgg 101 33 lunar lunar JJ cord-317465-ucwuptgg 101 34 calendar calendar NN cord-317465-ucwuptgg 101 35 date date NN cord-317465-ucwuptgg 101 36 ) ) -RRB- cord-317465-ucwuptgg 101 37 . . . cord-317465-ucwuptgg 102 1 The the DT cord-317465-ucwuptgg 102 2 plummeting plummeting NN cord-317465-ucwuptgg 102 3 of of IN cord-317465-ucwuptgg 102 4 the the DT cord-317465-ucwuptgg 102 5 migration migration NN cord-317465-ucwuptgg 102 6 statistics statistic NNS cord-317465-ucwuptgg 102 7 due due JJ cord-317465-ucwuptgg 102 8 to to IN cord-317465-ucwuptgg 102 9 the the DT cord-317465-ucwuptgg 102 10 Wuhan Wuhan NNP cord-317465-ucwuptgg 102 11 lockdown lockdown NN cord-317465-ucwuptgg 102 12 is be VBZ cord-317465-ucwuptgg 102 13 also also RB cord-317465-ucwuptgg 102 14 depicted depict VBN cord-317465-ucwuptgg 102 15 in in IN cord-317465-ucwuptgg 102 16 Figure figure NN cord-317465-ucwuptgg 102 17 2 2 CD cord-317465-ucwuptgg 102 18 . . . cord-317465-ucwuptgg 103 1 The the DT cord-317465-ucwuptgg 103 2 three three CD cord-317465-ucwuptgg 103 3 figures figure NNS cord-317465-ucwuptgg 103 4 on on IN cord-317465-ucwuptgg 103 5 the the DT cord-317465-ucwuptgg 103 6 top top JJ cord-317465-ucwuptgg 103 7 show show NN cord-317465-ucwuptgg 103 8 the the DT cord-317465-ucwuptgg 103 9 inflows inflow NNS cord-317465-ucwuptgg 103 10 into into IN cord-317465-ucwuptgg 103 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 103 12 , , , cord-317465-ucwuptgg 104 1 outflows outflow NNS cord-317465-ucwuptgg 104 2 from from IN cord-317465-ucwuptgg 104 3 Wuhan Wuhan NNP cord-317465-ucwuptgg 104 4 and and CC cord-317465-ucwuptgg 104 5 within within IN cord-317465-ucwuptgg 104 6 - - HYPH cord-317465-ucwuptgg 104 7 Wuhan Wuhan NNP cord-317465-ucwuptgg 104 8 flows flow VBZ cord-317465-ucwuptgg 104 9 , , , cord-317465-ucwuptgg 104 10 for for IN cord-317465-ucwuptgg 104 11 year year NN cord-317465-ucwuptgg 104 12 2020 2020 CD cord-317465-ucwuptgg 104 13 ( ( -LRB- cord-317465-ucwuptgg 104 14 solid solid JJ cord-317465-ucwuptgg 104 15 line line NN cord-317465-ucwuptgg 104 16 ) ) -RRB- cord-317465-ucwuptgg 104 17 and and CC cord-317465-ucwuptgg 104 18 year year NN cord-317465-ucwuptgg 104 19 2019 2019 CD cord-317465-ucwuptgg 104 20 ( ( -LRB- cord-317465-ucwuptgg 104 21 dashed dash VBN cord-317465-ucwuptgg 104 22 line line NN cord-317465-ucwuptgg 104 23 ) ) -RRB- cord-317465-ucwuptgg 104 24 , , , cord-317465-ucwuptgg 104 25 matched match VBN cord-317465-ucwuptgg 104 26 by by IN cord-317465-ucwuptgg 104 27 the the DT cord-317465-ucwuptgg 104 28 lunar lunar JJ cord-317465-ucwuptgg 104 29 calendar calendar NN cord-317465-ucwuptgg 104 30 ; ; : cord-317465-ucwuptgg 104 31 and and CC cord-317465-ucwuptgg 104 32 the the DT cord-317465-ucwuptgg 104 33 bottom bottom NN cord-317465-ucwuptgg 104 34 shows show VBZ cord-317465-ucwuptgg 104 35 the the DT cord-317465-ucwuptgg 104 36 corresponding correspond VBG cord-317465-ucwuptgg 104 37 figures figure NNS cord-317465-ucwuptgg 104 38 for for IN cord-317465-ucwuptgg 104 39 the the DT cord-317465-ucwuptgg 104 40 national national JJ cord-317465-ucwuptgg 104 41 city city NN cord-317465-ucwuptgg 104 42 averages average NNS cord-317465-ucwuptgg 104 43 . . . cord-317465-ucwuptgg 105 1 The the DT cord-317465-ucwuptgg 105 2 first first JJ cord-317465-ucwuptgg 105 3 vertical vertical JJ cord-317465-ucwuptgg 105 4 line line NN cord-317465-ucwuptgg 105 5 indicates indicate VBZ cord-317465-ucwuptgg 105 6 the the DT cord-317465-ucwuptgg 105 7 date date NN cord-317465-ucwuptgg 105 8 of of IN cord-317465-ucwuptgg 105 9 January January NNP cord-317465-ucwuptgg 105 10 20 20 CD cord-317465-ucwuptgg 105 11 , , , cord-317465-ucwuptgg 105 12 2020 2020 CD cord-317465-ucwuptgg 105 13 when when WRB cord-317465-ucwuptgg 105 14 experts expert NNS cord-317465-ucwuptgg 105 15 confirmed confirm VBD cord-317465-ucwuptgg 105 16 that that IN cord-317465-ucwuptgg 105 17 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 105 18 could could MD cord-317465-ucwuptgg 105 19 transmit transmit VB cord-317465-ucwuptgg 105 20 from from IN cord-317465-ucwuptgg 105 21 human human JJ cord-317465-ucwuptgg 105 22 to to IN cord-317465-ucwuptgg 105 23 human human NN cord-317465-ucwuptgg 105 24 ; ; : cord-317465-ucwuptgg 105 25 and and CC cord-317465-ucwuptgg 105 26 the the DT cord-317465-ucwuptgg 105 27 second second JJ cord-317465-ucwuptgg 105 28 vertical vertical JJ cord-317465-ucwuptgg 105 29 line line NN cord-317465-ucwuptgg 105 30 indicates indicate VBZ cord-317465-ucwuptgg 105 31 the the DT cord-317465-ucwuptgg 105 32 date date NN cord-317465-ucwuptgg 105 33 of of IN cord-317465-ucwuptgg 105 34 January January NNP cord-317465-ucwuptgg 105 35 23 23 CD cord-317465-ucwuptgg 105 36 , , , cord-317465-ucwuptgg 105 37 2020 2020 CD cord-317465-ucwuptgg 105 38 when when WRB cord-317465-ucwuptgg 105 39 Wuhan Wuhan NNP cord-317465-ucwuptgg 105 40 was be VBD cord-317465-ucwuptgg 105 41 locked lock VBN cord-317465-ucwuptgg 105 42 down down RP cord-317465-ucwuptgg 105 43 . . . cord-317465-ucwuptgg 106 1 It -PRON- PRP cord-317465-ucwuptgg 106 2 is be VBZ cord-317465-ucwuptgg 106 3 clear clear JJ cord-317465-ucwuptgg 106 4 that that IN cord-317465-ucwuptgg 106 5 while while IN cord-317465-ucwuptgg 106 6 the the DT cord-317465-ucwuptgg 106 7 flows flow NNS cord-317465-ucwuptgg 106 8 in in IN cord-317465-ucwuptgg 106 9 2020 2020 CD cord-317465-ucwuptgg 106 10 tracked track VBD cord-317465-ucwuptgg 106 11 that that DT cord-317465-ucwuptgg 106 12 of of IN cord-317465-ucwuptgg 106 13 2019 2019 CD cord-317465-ucwuptgg 106 14 well well RB cord-317465-ucwuptgg 106 15 until until IN cord-317465-ucwuptgg 106 16 January January NNP cord-317465-ucwuptgg 106 17 20 20 CD cord-317465-ucwuptgg 106 18 , , , cord-317465-ucwuptgg 106 19 the the DT cord-317465-ucwuptgg 106 20 2020 2020 CD cord-317465-ucwuptgg 106 21 level level NN cord-317465-ucwuptgg 106 22 dropped drop VBD cord-317465-ucwuptgg 106 23 to to IN cord-317465-ucwuptgg 106 24 a a DT cord-317465-ucwuptgg 106 25 fraction fraction NN cord-317465-ucwuptgg 106 26 of of IN cord-317465-ucwuptgg 106 27 their -PRON- PRP$ cord-317465-ucwuptgg 106 28 corresponding correspond VBG cord-317465-ucwuptgg 106 29 2019 2019 CD cord-317465-ucwuptgg 106 30 levels level NNS cord-317465-ucwuptgg 106 31 , , , cord-317465-ucwuptgg 106 32 particularly particularly RB cord-317465-ucwuptgg 106 33 after after IN cord-317465-ucwuptgg 106 34 the the DT cord-317465-ucwuptgg 106 35 lockdown lockdown NN cord-317465-ucwuptgg 106 36 of of IN cord-317465-ucwuptgg 106 37 Wuhan Wuhan NNP cord-317465-ucwuptgg 106 38 . . . cord-317465-ucwuptgg 107 1 [ [ -LRB- cord-317465-ucwuptgg 107 2 Table table NN cord-317465-ucwuptgg 107 3 1 1 CD cord-317465-ucwuptgg 107 4 About about IN cord-317465-ucwuptgg 107 5 Here here RB cord-317465-ucwuptgg 107 6 ] ] -RRB- cord-317465-ucwuptgg 108 1 [ [ -LRB- cord-317465-ucwuptgg 108 2 Figure figure NN cord-317465-ucwuptgg 108 3 2 2 CD cord-317465-ucwuptgg 108 4 About about IN cord-317465-ucwuptgg 108 5 Here here RB cord-317465-ucwuptgg 108 6 ] ] -RRB- cord-317465-ucwuptgg 108 7 6 6 CD cord-317465-ucwuptgg 109 1 It -PRON- PRP cord-317465-ucwuptgg 109 2 is be VBZ cord-317465-ucwuptgg 109 3 important important JJ cord-317465-ucwuptgg 109 4 to to TO cord-317465-ucwuptgg 109 5 emphasize emphasize VB cord-317465-ucwuptgg 109 6 here here RB cord-317465-ucwuptgg 109 7 that that IN cord-317465-ucwuptgg 109 8 the the DT cord-317465-ucwuptgg 109 9 mobility mobility NN cord-317465-ucwuptgg 109 10 data datum NNS cord-317465-ucwuptgg 109 11 is be VBZ cord-317465-ucwuptgg 109 12 about about IN cord-317465-ucwuptgg 109 13 the the DT cord-317465-ucwuptgg 109 14 movement movement NN cord-317465-ucwuptgg 109 15 of of IN cord-317465-ucwuptgg 109 16 people people NNS cord-317465-ucwuptgg 109 17 from from IN cord-317465-ucwuptgg 109 18 one one CD cord-317465-ucwuptgg 109 19 city city NN cord-317465-ucwuptgg 109 20 to to IN cord-317465-ucwuptgg 109 21 another another DT cord-317465-ucwuptgg 109 22 based base VBN cord-317465-ucwuptgg 109 23 on on IN cord-317465-ucwuptgg 109 24 geo geo NN cord-317465-ucwuptgg 109 25 - - HYPH cord-317465-ucwuptgg 109 26 location location NN cord-317465-ucwuptgg 109 27 services service NNS cord-317465-ucwuptgg 109 28 of of IN cord-317465-ucwuptgg 109 29 the the DT cord-317465-ucwuptgg 109 30 smartphones smartphone NNS cord-317465-ucwuptgg 109 31 ; ; : cord-317465-ucwuptgg 109 32 as as IN cord-317465-ucwuptgg 109 33 such such PDT cord-317465-ucwuptgg 109 34 a a DT cord-317465-ucwuptgg 109 35 person person NN cord-317465-ucwuptgg 109 36 flowing flow VBG cord-317465-ucwuptgg 109 37 out out IN cord-317465-ucwuptgg 109 38 of of IN cord-317465-ucwuptgg 109 39 city city NN cord-317465-ucwuptgg 109 40 A a NN cord-317465-ucwuptgg 109 41 to to IN cord-317465-ucwuptgg 109 42 city city NN cord-317465-ucwuptgg 109 43 B b NN cord-317465-ucwuptgg 109 44 is be VBZ cord-317465-ucwuptgg 109 45 not not RB cord-317465-ucwuptgg 109 46 necessarily necessarily RB cord-317465-ucwuptgg 109 47 a a DT cord-317465-ucwuptgg 109 48 resident resident NN cord-317465-ucwuptgg 109 49 of of IN cord-317465-ucwuptgg 109 50 city city NN cord-317465-ucwuptgg 109 51 A A NNP cord-317465-ucwuptgg 109 52 , , , cord-317465-ucwuptgg 109 53 but but CC cord-317465-ucwuptgg 109 54 he/ he/ XX cord-317465-ucwuptgg 110 1 she -PRON- PRP cord-317465-ucwuptgg 110 2 must must MD cord-317465-ucwuptgg 110 3 have have VB cord-317465-ucwuptgg 110 4 been be VBN cord-317465-ucwuptgg 110 5 to to IN cord-317465-ucwuptgg 110 6 city city NN cord-317465-ucwuptgg 110 7 A a DT cord-317465-ucwuptgg 110 8 before before IN cord-317465-ucwuptgg 110 9 moving move VBG cord-317465-ucwuptgg 110 10 to to IN cord-317465-ucwuptgg 110 11 city city NN cord-317465-ucwuptgg 110 12 B. B. NNP cord-317465-ucwuptgg 110 13 . . . cord-317465-ucwuptgg 111 1 CC CC NNP cord-317465-ucwuptgg 111 2 - - HYPH cord-317465-ucwuptgg 111 3 BY BY NNP cord-317465-ucwuptgg 111 4 - - HYPH cord-317465-ucwuptgg 111 5 NC NC NNP cord-317465-ucwuptgg 111 6 - - HYPH cord-317465-ucwuptgg 111 7 ND ND NNP cord-317465-ucwuptgg 111 8 4.0 4.0 CD cord-317465-ucwuptgg 111 9 International international JJ cord-317465-ucwuptgg 111 10 license license NN cord-317465-ucwuptgg 112 1 It -PRON- PRP cord-317465-ucwuptgg 112 2 is be VBZ cord-317465-ucwuptgg 112 3 made make VBN cord-317465-ucwuptgg 112 4 available available JJ cord-317465-ucwuptgg 112 5 under under IN cord-317465-ucwuptgg 112 6 a a DT cord-317465-ucwuptgg 112 7 author author NN cord-317465-ucwuptgg 112 8 / / SYM cord-317465-ucwuptgg 112 9 funder funder NN cord-317465-ucwuptgg 112 10 , , , cord-317465-ucwuptgg 112 11 who who WP cord-317465-ucwuptgg 112 12 has have VBZ cord-317465-ucwuptgg 112 13 granted grant VBN cord-317465-ucwuptgg 112 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 112 15 a a DT cord-317465-ucwuptgg 112 16 license license NN cord-317465-ucwuptgg 112 17 to to TO cord-317465-ucwuptgg 112 18 display display VB cord-317465-ucwuptgg 112 19 the the DT cord-317465-ucwuptgg 112 20 preprint preprint NN cord-317465-ucwuptgg 112 21 in in IN cord-317465-ucwuptgg 112 22 perpetuity perpetuity NN cord-317465-ucwuptgg 112 23 . . . cord-317465-ucwuptgg 113 1 is be VBZ cord-317465-ucwuptgg 113 2 the the DT cord-317465-ucwuptgg 113 3 ( ( -LRB- cord-317465-ucwuptgg 113 4 which which WDT cord-317465-ucwuptgg 113 5 was be VBD cord-317465-ucwuptgg 113 6 not not RB cord-317465-ucwuptgg 113 7 peer peer NN cord-317465-ucwuptgg 113 8 - - HYPH cord-317465-ucwuptgg 113 9 reviewed review VBN cord-317465-ucwuptgg 113 10 ) ) -RRB- cord-317465-ucwuptgg 114 1 The the DT cord-317465-ucwuptgg 114 2 copyright copyright NN cord-317465-ucwuptgg 114 3 holder holder NN cord-317465-ucwuptgg 114 4 for for IN cord-317465-ucwuptgg 114 5 this this DT cord-317465-ucwuptgg 114 6 preprint preprint NN cord-317465-ucwuptgg 114 7 . . . cord-317465-ucwuptgg 115 1 Outbreak Outbreak NNP cord-317465-ucwuptgg 115 2 Data Data NNP cord-317465-ucwuptgg 115 3 . . . cord-317465-ucwuptgg 116 1 COVID-19 covid-19 VB cord-317465-ucwuptgg 116 2 daily daily JJ cord-317465-ucwuptgg 116 3 case case NN cord-317465-ucwuptgg 116 4 counts count NNS cord-317465-ucwuptgg 116 5 are be VBP cord-317465-ucwuptgg 116 6 collected collect VBN cord-317465-ucwuptgg 116 7 from from IN cord-317465-ucwuptgg 116 8 China China NNP cord-317465-ucwuptgg 116 9 CDC CDC NNP cord-317465-ucwuptgg 116 10 , , , cord-317465-ucwuptgg 116 11 which which WDT cord-317465-ucwuptgg 116 12 provides provide VBZ cord-317465-ucwuptgg 116 13 daily daily JJ cord-317465-ucwuptgg 116 14 updates update NNS cord-317465-ucwuptgg 116 15 on on IN cord-317465-ucwuptgg 116 16 confirmed confirm VBN cord-317465-ucwuptgg 116 17 , , , cord-317465-ucwuptgg 116 18 dead dead JJ cord-317465-ucwuptgg 116 19 , , , cord-317465-ucwuptgg 116 20 and and CC cord-317465-ucwuptgg 116 21 recovered recover VBD cord-317465-ucwuptgg 116 22 COVID-19 covid-19 JJ cord-317465-ucwuptgg 116 23 cases case NNS cord-317465-ucwuptgg 116 24 in in IN cord-317465-ucwuptgg 116 25 each each DT cord-317465-ucwuptgg 116 26 city city NN cord-317465-ucwuptgg 116 27 . . . cord-317465-ucwuptgg 117 1 7 7 CD cord-317465-ucwuptgg 118 1 From from IN cord-317465-ucwuptgg 118 2 January January NNP cord-317465-ucwuptgg 118 3 11 11 CD cord-317465-ucwuptgg 118 4 to to IN cord-317465-ucwuptgg 118 5 February February NNP cord-317465-ucwuptgg 118 6 29 29 CD cord-317465-ucwuptgg 118 7 , , , cord-317465-ucwuptgg 118 8 2020 2020 CD cord-317465-ucwuptgg 118 9 , , , cord-317465-ucwuptgg 118 10 the the DT cord-317465-ucwuptgg 118 11 data data NN cord-317465-ucwuptgg 118 12 covers cover VBZ cord-317465-ucwuptgg 118 13 77,105 77,105 CD cord-317465-ucwuptgg 118 14 laboratory laboratory NN cord-317465-ucwuptgg 118 15 - - HYPH cord-317465-ucwuptgg 118 16 confirmed confirm VBN cord-317465-ucwuptgg 118 17 COVID-19 covid-19 JJ cord-317465-ucwuptgg 118 18 cases case NNS cord-317465-ucwuptgg 118 19 , , , cord-317465-ucwuptgg 118 20 2,778 2,778 CD cord-317465-ucwuptgg 118 21 death death NN cord-317465-ucwuptgg 118 22 cases case NNS cord-317465-ucwuptgg 118 23 , , , cord-317465-ucwuptgg 118 24 and and CC cord-317465-ucwuptgg 118 25 39,392 39,392 CD cord-317465-ucwuptgg 118 26 recovered recover VBN cord-317465-ucwuptgg 118 27 cases case NNS cord-317465-ucwuptgg 118 28 in in IN cord-317465-ucwuptgg 118 29 296 296 CD cord-317465-ucwuptgg 118 30 cities city NNS cord-317465-ucwuptgg 118 31 in in IN cord-317465-ucwuptgg 118 32 China China NNP cord-317465-ucwuptgg 118 33 . . . cord-317465-ucwuptgg 119 1 Panel panel NN cord-317465-ucwuptgg 119 2 B B NNP cord-317465-ucwuptgg 119 3 of of IN cord-317465-ucwuptgg 119 4 Table Table NNP cord-317465-ucwuptgg 119 5 _SP cord-317465-ucwuptgg 119 6 1 1 CD cord-317465-ucwuptgg 119 7 presents present VBZ cord-317465-ucwuptgg 119 8 the the DT cord-317465-ucwuptgg 119 9 summary summary NN cord-317465-ucwuptgg 119 10 statistics statistic NNS cord-317465-ucwuptgg 119 11 of of IN cord-317465-ucwuptgg 119 12 COVID-19 COVID-19 NNP cord-317465-ucwuptgg 119 13 data datum NNS cord-317465-ucwuptgg 119 14 , , , cord-317465-ucwuptgg 119 15 and and CC cord-317465-ucwuptgg 119 16 Figure figure NN cord-317465-ucwuptgg 119 17 3 3 CD cord-317465-ucwuptgg 119 18 plots plot NNS cord-317465-ucwuptgg 119 19 the the DT cord-317465-ucwuptgg 119 20 trends trend NNS cord-317465-ucwuptgg 119 21 of of IN cord-317465-ucwuptgg 119 22 daily daily JJ cord-317465-ucwuptgg 119 23 statistics statistic NNS cord-317465-ucwuptgg 119 24 of of IN cord-317465-ucwuptgg 119 25 COVID-19separately covid-19separately NN cord-317465-ucwuptgg 119 26 for for IN cord-317465-ucwuptgg 119 27 the the DT cord-317465-ucwuptgg 119 28 epicenter epicenter JJ cord-317465-ucwuptgg 119 29 city city NN cord-317465-ucwuptgg 119 30 of of IN cord-317465-ucwuptgg 119 31 Wuhan Wuhan NNP cord-317465-ucwuptgg 119 32 , , , cord-317465-ucwuptgg 119 33 for for IN cord-317465-ucwuptgg 119 34 other other JJ cord-317465-ucwuptgg 119 35 cities city NNS cord-317465-ucwuptgg 119 36 in in IN cord-317465-ucwuptgg 119 37 Hubei Hubei NNP cord-317465-ucwuptgg 119 38 Province Province NNP cord-317465-ucwuptgg 119 39 , , , cord-317465-ucwuptgg 119 40 and and CC cord-317465-ucwuptgg 119 41 for for IN cord-317465-ucwuptgg 119 42 cities city NNS cord-317465-ucwuptgg 119 43 outside outside RB cord-317465-ucwuptgg 119 44 of of IN cord-317465-ucwuptgg 119 45 Hubei Hubei NNP cord-317465-ucwuptgg 119 46 . . . cord-317465-ucwuptgg 120 1 8 8 CD cord-317465-ucwuptgg 121 1 There there EX cord-317465-ucwuptgg 121 2 are be VBP cord-317465-ucwuptgg 121 3 many many JJ cord-317465-ucwuptgg 121 4 possible possible JJ cord-317465-ucwuptgg 121 5 reasons reason NNS cord-317465-ucwuptgg 121 6 for for IN cord-317465-ucwuptgg 121 7 us -PRON- PRP cord-317465-ucwuptgg 121 8 to to TO cord-317465-ucwuptgg 121 9 treat treat VB cord-317465-ucwuptgg 121 10 the the DT cord-317465-ucwuptgg 121 11 officially officially RB cord-317465-ucwuptgg 121 12 reported report VBN cord-317465-ucwuptgg 121 13 numbers number NNS cord-317465-ucwuptgg 121 14 of of IN cord-317465-ucwuptgg 121 15 confirmed confirm VBN cord-317465-ucwuptgg 121 16 cases case NNS cord-317465-ucwuptgg 121 17 in in IN cord-317465-ucwuptgg 121 18 Wuhan Wuhan NNP cord-317465-ucwuptgg 121 19 and and CC cord-317465-ucwuptgg 121 20 other other JJ cord-317465-ucwuptgg 121 21 cities city NNS cord-317465-ucwuptgg 121 22 of of IN cord-317465-ucwuptgg 121 23 Hubei Hubei NNP cord-317465-ucwuptgg 121 24 with with IN cord-317465-ucwuptgg 121 25 more more JJR cord-317465-ucwuptgg 121 26 caution caution NN cord-317465-ucwuptgg 121 27 , , , cord-317465-ucwuptgg 121 28 and and CC cord-317465-ucwuptgg 121 29 to to TO cord-317465-ucwuptgg 121 30 treat treat VB cord-317465-ucwuptgg 121 31 them -PRON- PRP cord-317465-ucwuptgg 121 32 differently differently RB cord-317465-ucwuptgg 121 33 from from IN cord-317465-ucwuptgg 121 34 the the DT cord-317465-ucwuptgg 121 35 data datum NNS cord-317465-ucwuptgg 121 36 of of IN cord-317465-ucwuptgg 121 37 cities city NNS cord-317465-ucwuptgg 121 38 outside outside RB cord-317465-ucwuptgg 121 39 of of IN cord-317465-ucwuptgg 121 40 Hubei Hubei NNP cord-317465-ucwuptgg 121 41 . . . cord-317465-ucwuptgg 122 1 As as IN cord-317465-ucwuptgg 122 2 the the DT cord-317465-ucwuptgg 122 3 epicenter epicenter NN cord-317465-ucwuptgg 122 4 of of IN cord-317465-ucwuptgg 122 5 COVID-19 COVID-19 NNP cord-317465-ucwuptgg 122 6 , , , cord-317465-ucwuptgg 122 7 the the DT cord-317465-ucwuptgg 122 8 health health NN cord-317465-ucwuptgg 122 9 care care NN cord-317465-ucwuptgg 122 10 systems system NNS cord-317465-ucwuptgg 122 11 in in IN cord-317465-ucwuptgg 122 12 Wuhan Wuhan NNP cord-317465-ucwuptgg 122 13 and and CC cord-317465-ucwuptgg 122 14 other other JJ cord-317465-ucwuptgg 122 15 cities city NNS cord-317465-ucwuptgg 122 16 in in IN cord-317465-ucwuptgg 122 17 Hubei Hubei NNP cord-317465-ucwuptgg 122 18 were be VBD cord-317465-ucwuptgg 122 19 overwhelmed overwhelm VBN cord-317465-ucwuptgg 122 20 by by IN cord-317465-ucwuptgg 122 21 the the DT cord-317465-ucwuptgg 122 22 sheer sheer JJ cord-317465-ucwuptgg 122 23 number number NN cord-317465-ucwuptgg 122 24 of of IN cord-317465-ucwuptgg 122 25 patients patient NNS cord-317465-ucwuptgg 122 26 who who WP cord-317465-ucwuptgg 122 27 needed need VBD cord-317465-ucwuptgg 122 28 laboratory laboratory NN cord-317465-ucwuptgg 122 29 testing testing NN cord-317465-ucwuptgg 122 30 , , , cord-317465-ucwuptgg 122 31 especially especially RB cord-317465-ucwuptgg 122 32 in in IN cord-317465-ucwuptgg 122 33 the the DT cord-317465-ucwuptgg 122 34 early early JJ cord-317465-ucwuptgg 122 35 phases phase NNS cord-317465-ucwuptgg 122 36 of of IN cord-317465-ucwuptgg 122 37 the the DT cord-317465-ucwuptgg 122 38 virus virus NN cord-317465-ucwuptgg 122 39 outbreak outbreak NN cord-317465-ucwuptgg 122 40 . . . cord-317465-ucwuptgg 123 1 As as IN cord-317465-ucwuptgg 123 2 such such JJ cord-317465-ucwuptgg 123 3 , , , cord-317465-ucwuptgg 123 4 the the DT cord-317465-ucwuptgg 123 5 over over RB cord-317465-ucwuptgg 123 6 - - HYPH cord-317465-ucwuptgg 123 7 extended extend VBN cord-317465-ucwuptgg 123 8 medical medical JJ cord-317465-ucwuptgg 123 9 system system NN cord-317465-ucwuptgg 123 10 in in IN cord-317465-ucwuptgg 123 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 123 12 and and CC cord-317465-ucwuptgg 123 13 other other JJ cord-317465-ucwuptgg 123 14 cities city NNS cord-317465-ucwuptgg 123 15 in in IN cord-317465-ucwuptgg 123 16 Hubei Hubei NNP cord-317465-ucwuptgg 123 17 might may MD cord-317465-ucwuptgg 123 18 have have VB cord-317465-ucwuptgg 123 19 caused cause VBN cord-317465-ucwuptgg 123 20 delays delay NNS cord-317465-ucwuptgg 123 21 in in IN cord-317465-ucwuptgg 123 22 the the DT cord-317465-ucwuptgg 123 23 testing testing NN cord-317465-ucwuptgg 123 24 of of IN cord-317465-ucwuptgg 123 25 the the DT cord-317465-ucwuptgg 123 26 patients patient NNS cord-317465-ucwuptgg 123 27 who who WP cord-317465-ucwuptgg 123 28 contracted contract VBD cord-317465-ucwuptgg 123 29 COVID-19 covid-19 CD cord-317465-ucwuptgg 123 30 ; ; : cord-317465-ucwuptgg 123 31 and and CC cord-317465-ucwuptgg 123 32 because because IN cord-317465-ucwuptgg 123 33 of of IN cord-317465-ucwuptgg 123 34 the the DT cord-317465-ucwuptgg 123 35 delay delay NN cord-317465-ucwuptgg 123 36 , , , cord-317465-ucwuptgg 123 37 some some DT cord-317465-ucwuptgg 123 38 patients patient NNS cord-317465-ucwuptgg 123 39 who who WP cord-317465-ucwuptgg 123 40 contracted contract VBD cord-317465-ucwuptgg 123 41 COVID-19 COVID-19 NNP cord-317465-ucwuptgg 123 42 might may MD cord-317465-ucwuptgg 123 43 have have VB cord-317465-ucwuptgg 123 44 self self NN cord-317465-ucwuptgg 123 45 - - HYPH cord-317465-ucwuptgg 123 46 recovered recover VBN cord-317465-ucwuptgg 123 47 , , , cord-317465-ucwuptgg 123 48 or or CC cord-317465-ucwuptgg 123 49 might may MD cord-317465-ucwuptgg 123 50 have have VB cord-317465-ucwuptgg 123 51 died die VBN cord-317465-ucwuptgg 123 52 , , , cord-317465-ucwuptgg 123 53 before before IN cord-317465-ucwuptgg 123 54 being be VBG cord-317465-ucwuptgg 123 55 officially officially RB cord-317465-ucwuptgg 123 56 tested test VBN cord-317465-ucwuptgg 123 57 ; ; : cord-317465-ucwuptgg 123 58 and and CC cord-317465-ucwuptgg 123 59 some some DT cord-317465-ucwuptgg 123 60 who who WP cord-317465-ucwuptgg 123 61 were be VBD cord-317465-ucwuptgg 123 62 infected infect VBN cord-317465-ucwuptgg 123 63 with with IN cord-317465-ucwuptgg 123 64 the the DT cord-317465-ucwuptgg 123 65 virus virus NN cord-317465-ucwuptgg 123 66 might may MD cord-317465-ucwuptgg 123 67 be be VB cord-317465-ucwuptgg 123 68 asymptomatic asymptomatic JJ cord-317465-ucwuptgg 123 69 . . . cord-317465-ucwuptgg 124 1 There there EX cord-317465-ucwuptgg 124 2 is be VBZ cord-317465-ucwuptgg 124 3 also also RB cord-317465-ucwuptgg 124 4 a a DT cord-317465-ucwuptgg 124 5 possibility possibility NN cord-317465-ucwuptgg 124 6 that that IN cord-317465-ucwuptgg 124 7 government government NN cord-317465-ucwuptgg 124 8 officials official NNS cord-317465-ucwuptgg 124 9 in in IN cord-317465-ucwuptgg 124 10 the the DT cord-317465-ucwuptgg 124 11 epicenter epicenter NN cord-317465-ucwuptgg 124 12 cities city NNS cord-317465-ucwuptgg 124 13 had have VBD cord-317465-ucwuptgg 124 14 incentives incentive NNS cord-317465-ucwuptgg 124 15 to to TO cord-317465-ucwuptgg 124 16 downplay downplay VB cord-317465-ucwuptgg 124 17 the the DT cord-317465-ucwuptgg 124 18 severity severity NN cord-317465-ucwuptgg 124 19 of of IN cord-317465-ucwuptgg 124 20 the the DT cord-317465-ucwuptgg 124 21 outbreak outbreak NN cord-317465-ucwuptgg 124 22 , , , cord-317465-ucwuptgg 124 23 at at IN cord-317465-ucwuptgg 124 24 least least JJS cord-317465-ucwuptgg 124 25 initially initially RB cord-317465-ucwuptgg 124 26 . . . cord-317465-ucwuptgg 125 1 These these DT cord-317465-ucwuptgg 125 2 considerations consideration NNS cord-317465-ucwuptgg 125 3 impact impact VBP cord-317465-ucwuptgg 125 4 how how WRB cord-317465-ucwuptgg 125 5 we -PRON- PRP cord-317465-ucwuptgg 125 6 use use VBP cord-317465-ucwuptgg 125 7 the the DT cord-317465-ucwuptgg 125 8 outbreak outbreak NN cord-317465-ucwuptgg 125 9 data datum NNS cord-317465-ucwuptgg 125 10 in in IN cord-317465-ucwuptgg 125 11 Section section NN cord-317465-ucwuptgg 125 12 4 4 CD cord-317465-ucwuptgg 125 13 . . . cord-317465-ucwuptgg 126 1 The the DT cord-317465-ucwuptgg 126 2 incubation incubation NN cord-317465-ucwuptgg 126 3 period period NN cord-317465-ucwuptgg 126 4 of of IN cord-317465-ucwuptgg 126 5 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 126 6 is be VBZ cord-317465-ucwuptgg 126 7 long long JJ cord-317465-ucwuptgg 126 8 in in IN cord-317465-ucwuptgg 126 9 comparison comparison NN cord-317465-ucwuptgg 126 10 with with IN cord-317465-ucwuptgg 126 11 SARS SARS NNP cord-317465-ucwuptgg 126 12 ; ; : cord-317465-ucwuptgg 126 13 moreover moreover RB cord-317465-ucwuptgg 126 14 , , , cord-317465-ucwuptgg 126 15 the the DT cord-317465-ucwuptgg 126 16 virus virus NN cord-317465-ucwuptgg 126 17 can can MD cord-317465-ucwuptgg 126 18 transmit transmit VB cord-317465-ucwuptgg 126 19 while while IN cord-317465-ucwuptgg 126 20 the the DT cord-317465-ucwuptgg 126 21 person person NN cord-317465-ucwuptgg 126 22 is be VBZ cord-317465-ucwuptgg 126 23 still still RB cord-317465-ucwuptgg 126 24 asymptomatic asymptomatic JJ cord-317465-ucwuptgg 126 25 , , , cord-317465-ucwuptgg 126 26 which which WDT cord-317465-ucwuptgg 126 27 increases increase VBZ cord-317465-ucwuptgg 126 28 the the DT cord-317465-ucwuptgg 126 29 probability probability NN cord-317465-ucwuptgg 126 30 a a DT cord-317465-ucwuptgg 126 31 person person NN cord-317465-ucwuptgg 126 32 with with IN cord-317465-ucwuptgg 126 33 the the DT cord-317465-ucwuptgg 126 34 Novel Novel NNP cord-317465-ucwuptgg 126 35 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 126 36 will will MD cord-317465-ucwuptgg 126 37 travel travel VB cord-317465-ucwuptgg 126 38 and and CC cord-317465-ucwuptgg 126 39 unknowingly unknowingly RB cord-317465-ucwuptgg 126 40 spread spread VBD cord-317465-ucwuptgg 126 41 the the DT cord-317465-ucwuptgg 126 42 virus virus NN cord-317465-ucwuptgg 126 43 to to IN cord-317465-ucwuptgg 126 44 others other NNS cord-317465-ucwuptgg 126 45 . . . cord-317465-ucwuptgg 127 1 9 9 CD cord-317465-ucwuptgg 128 1 To to TO cord-317465-ucwuptgg 128 2 suppress suppress VB cord-317465-ucwuptgg 128 3 the the DT cord-317465-ucwuptgg 128 4 spread spread NN cord-317465-ucwuptgg 128 5 of of IN cord-317465-ucwuptgg 128 6 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 128 7 , , , cord-317465-ucwuptgg 128 8 the the DT cord-317465-ucwuptgg 128 9 central central JJ cord-317465-ucwuptgg 128 10 government government NN cord-317465-ucwuptgg 128 11 of of IN cord-317465-ucwuptgg 128 12 China China NNP cord-317465-ucwuptgg 128 13 imposed impose VBD cord-317465-ucwuptgg 128 14 an an DT cord-317465-ucwuptgg 128 15 unprecedented unprecedented JJ cord-317465-ucwuptgg 128 16 lockdown lockdown NN cord-317465-ucwuptgg 128 17 in in IN cord-317465-ucwuptgg 128 18 Wuhan Wuhan NNP cord-317465-ucwuptgg 128 19 starting start VBG cord-317465-ucwuptgg 128 20 from from IN cord-317465-ucwuptgg 128 21 10 10 CD cord-317465-ucwuptgg 128 22 am am NN cord-317465-ucwuptgg 128 23 of of IN cord-317465-ucwuptgg 128 24 January January NNP cord-317465-ucwuptgg 128 25 23 23 CD cord-317465-ucwuptgg 128 26 , , , cord-317465-ucwuptgg 128 27 2020 2020 CD cord-317465-ucwuptgg 128 28 , , , cord-317465-ucwuptgg 128 29 and and CC cord-317465-ucwuptgg 128 30 in in IN cord-317465-ucwuptgg 128 31 other other JJ cord-317465-ucwuptgg 128 32 Hubei Hubei NNP cord-317465-ucwuptgg 128 33 cities city NNS cord-317465-ucwuptgg 128 34 several several JJ cord-317465-ucwuptgg 128 35 days day NNS cord-317465-ucwuptgg 128 36 later later RB cord-317465-ucwuptgg 128 37 . . . cord-317465-ucwuptgg 129 1 As as IN cord-317465-ucwuptgg 129 2 of of IN cord-317465-ucwuptgg 129 3 February February NNP cord-317465-ucwuptgg 129 4 29 29 CD cord-317465-ucwuptgg 129 5 , , , cord-317465-ucwuptgg 129 6 2020 2020 CD cord-317465-ucwuptgg 129 7 , , , cord-317465-ucwuptgg 129 8 80 80 CD cord-317465-ucwuptgg 129 9 cities city NNS cord-317465-ucwuptgg 129 10 in in IN cord-317465-ucwuptgg 129 11 22 22 CD cord-317465-ucwuptgg 129 12 provinces province NNS cord-317465-ucwuptgg 129 13 issued issue VBD cord-317465-ucwuptgg 129 14 different different JJ cord-317465-ucwuptgg 129 15 7 7 CD cord-317465-ucwuptgg 129 16 Source source NN cord-317465-ucwuptgg 129 17 : : : cord-317465-ucwuptgg 129 18 http://2019nCoV.chinacdc.cn/2019-nCoV/ http://2019nCoV.chinacdc.cn/2019-nCoV/ NNP cord-317465-ucwuptgg 129 19 8 8 CD cord-317465-ucwuptgg 130 1 The the DT cord-317465-ucwuptgg 130 2 spike spike NN cord-317465-ucwuptgg 130 3 of of IN cord-317465-ucwuptgg 130 4 confirmed confirm VBN cord-317465-ucwuptgg 130 5 cases case NNS cord-317465-ucwuptgg 130 6 observed observe VBN cord-317465-ucwuptgg 130 7 on on IN cord-317465-ucwuptgg 130 8 February February NNP cord-317465-ucwuptgg 130 9 12 12 CD cord-317465-ucwuptgg 130 10 in in IN cord-317465-ucwuptgg 130 11 Hubei Hubei NNP cord-317465-ucwuptgg 130 12 Province Province NNP cord-317465-ucwuptgg 130 13 is be VBZ cord-317465-ucwuptgg 130 14 . . . cord-317465-ucwuptgg 131 1 for for IN cord-317465-ucwuptgg 131 2 the the DT cord-317465-ucwuptgg 131 3 most most JJS cord-317465-ucwuptgg 131 4 part part NN cord-317465-ucwuptgg 131 5 , , , cord-317465-ucwuptgg 131 6 the the DT cord-317465-ucwuptgg 131 7 result result NN cord-317465-ucwuptgg 131 8 of of IN cord-317465-ucwuptgg 131 9 a a DT cord-317465-ucwuptgg 131 10 change change NN cord-317465-ucwuptgg 131 11 in in IN cord-317465-ucwuptgg 131 12 diagnosis diagnosis NN cord-317465-ucwuptgg 131 13 classification classification NN cord-317465-ucwuptgg 131 14 for for IN cord-317465-ucwuptgg 131 15 which which WDT cord-317465-ucwuptgg 131 16 13,332 13,332 CD cord-317465-ucwuptgg 131 17 clinically clinically RB cord-317465-ucwuptgg 131 18 ( ( -LRB- cord-317465-ucwuptgg 131 19 rather rather RB cord-317465-ucwuptgg 131 20 than than IN cord-317465-ucwuptgg 131 21 laboratory laboratory NN cord-317465-ucwuptgg 131 22 ) ) -RRB- cord-317465-ucwuptgg 131 23 confirmed confirm VBD cord-317465-ucwuptgg 131 24 cases case NNS cord-317465-ucwuptgg 131 25 were be VBD cord-317465-ucwuptgg 131 26 all all DT cord-317465-ucwuptgg 131 27 reported report VBN cord-317465-ucwuptgg 131 28 as as IN cord-317465-ucwuptgg 131 29 new new JJ cord-317465-ucwuptgg 131 30 cases case NNS cord-317465-ucwuptgg 131 31 on on IN cord-317465-ucwuptgg 131 32 February February NNP cord-317465-ucwuptgg 131 33 12 12 CD cord-317465-ucwuptgg 131 34 , , , cord-317465-ucwuptgg 131 35 2020 2020 CD cord-317465-ucwuptgg 131 36 , , , cord-317465-ucwuptgg 131 37 even even RB cord-317465-ucwuptgg 131 38 though though IN cord-317465-ucwuptgg 131 39 they -PRON- PRP cord-317465-ucwuptgg 131 40 might may MD cord-317465-ucwuptgg 131 41 have have VB cord-317465-ucwuptgg 131 42 been be VBN cord-317465-ucwuptgg 131 43 clinically clinically RB cord-317465-ucwuptgg 131 44 diagnosed diagnose VBN cord-317465-ucwuptgg 131 45 in in IN cord-317465-ucwuptgg 131 46 the the DT cord-317465-ucwuptgg 131 47 preceding precede VBG cord-317465-ucwuptgg 131 48 weeks week NNS cord-317465-ucwuptgg 131 49 . . . cord-317465-ucwuptgg 132 1 Also also RB cord-317465-ucwuptgg 132 2 on on IN cord-317465-ucwuptgg 132 3 February February NNP cord-317465-ucwuptgg 132 4 12 12 CD cord-317465-ucwuptgg 132 5 , , , cord-317465-ucwuptgg 132 6 2020 2020 CD cord-317465-ucwuptgg 132 7 , , , cord-317465-ucwuptgg 132 8 a a DT cord-317465-ucwuptgg 132 9 new new JJ cord-317465-ucwuptgg 132 10 Communist Communist NNP cord-317465-ucwuptgg 132 11 Party Party NNP cord-317465-ucwuptgg 132 12 Secretary Secretary NNP cord-317465-ucwuptgg 132 13 of of IN cord-317465-ucwuptgg 132 14 Hubei Hubei NNP cord-317465-ucwuptgg 132 15 province province NN cord-317465-ucwuptgg 132 16 was be VBD cord-317465-ucwuptgg 132 17 appointed appoint VBN cord-317465-ucwuptgg 132 18 who who WP cord-317465-ucwuptgg 132 19 started start VBD cord-317465-ucwuptgg 132 20 his -PRON- PRP$ cord-317465-ucwuptgg 132 21 position position NN cord-317465-ucwuptgg 132 22 on on IN cord-317465-ucwuptgg 132 23 the the DT cord-317465-ucwuptgg 132 24 next next JJ cord-317465-ucwuptgg 132 25 day day NN cord-317465-ucwuptgg 132 26 . . . cord-317465-ucwuptgg 133 1 9 9 CD cord-317465-ucwuptgg 134 1 The the DT cord-317465-ucwuptgg 134 2 range range NN cord-317465-ucwuptgg 134 3 of of IN cord-317465-ucwuptgg 134 4 the the DT cord-317465-ucwuptgg 134 5 incubation incubation NN cord-317465-ucwuptgg 134 6 period period NN cord-317465-ucwuptgg 134 7 for for IN cord-317465-ucwuptgg 134 8 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 134 9 is be VBZ cord-317465-ucwuptgg 134 10 estimated estimate VBN cord-317465-ucwuptgg 134 11 to to TO cord-317465-ucwuptgg 134 12 be be VB cord-317465-ucwuptgg 134 13 2 2 CD cord-317465-ucwuptgg 134 14 - - SYM cord-317465-ucwuptgg 134 15 14 14 CD cord-317465-ucwuptgg 134 16 days day NNS cord-317465-ucwuptgg 134 17 , , , cord-317465-ucwuptgg 134 18 or or CC cord-317465-ucwuptgg 134 19 even even RB cord-317465-ucwuptgg 134 20 as as RB cord-317465-ucwuptgg 134 21 long long JJ cord-317465-ucwuptgg 134 22 as as IN cord-317465-ucwuptgg 134 23 24 24 CD cord-317465-ucwuptgg 134 24 days day NNS cord-317465-ucwuptgg 134 25 . . . cord-317465-ucwuptgg 135 1 The the DT cord-317465-ucwuptgg 135 2 median median JJ cord-317465-ucwuptgg 135 3 incubation incubation NN cord-317465-ucwuptgg 135 4 period period NN cord-317465-ucwuptgg 135 5 is be VBZ cord-317465-ucwuptgg 135 6 about about RB cord-317465-ucwuptgg 135 7 5 5 CD cord-317465-ucwuptgg 135 8 days day NNS cord-317465-ucwuptgg 135 9 , , , cord-317465-ucwuptgg 135 10 see see VB cord-317465-ucwuptgg 135 11 Lauer Lauer NNP cord-317465-ucwuptgg 135 12 et et NNP cord-317465-ucwuptgg 135 13 al al NNP cord-317465-ucwuptgg 135 14 . . . cord-317465-ucwuptgg 136 1 ( ( -LRB- cord-317465-ucwuptgg 136 2 2020 2020 CD cord-317465-ucwuptgg 136 3 ) ) -RRB- cord-317465-ucwuptgg 136 4 . . . cord-317465-ucwuptgg 137 1 In in IN cord-317465-ucwuptgg 137 2 contrast contrast NN cord-317465-ucwuptgg 137 3 , , , cord-317465-ucwuptgg 137 4 the the DT cord-317465-ucwuptgg 137 5 incubation incubation NN cord-317465-ucwuptgg 137 6 period period NN cord-317465-ucwuptgg 137 7 for for IN cord-317465-ucwuptgg 137 8 SARS SARS NNP cord-317465-ucwuptgg 137 9 is be VBZ cord-317465-ucwuptgg 137 10 2 2 CD cord-317465-ucwuptgg 137 11 - - SYM cord-317465-ucwuptgg 137 12 7 7 CD cord-317465-ucwuptgg 137 13 days day NNS cord-317465-ucwuptgg 137 14 . . . cord-317465-ucwuptgg 138 1 In in IN cord-317465-ucwuptgg 138 2 addition addition NN cord-317465-ucwuptgg 138 3 , , , cord-317465-ucwuptgg 138 4 SARS SARS NNP cord-317465-ucwuptgg 138 5 transmits transmit VBZ cord-317465-ucwuptgg 138 6 only only RB cord-317465-ucwuptgg 138 7 after after IN cord-317465-ucwuptgg 138 8 showing show VBG cord-317465-ucwuptgg 138 9 symptoms symptom NNS cord-317465-ucwuptgg 138 10 . . . cord-317465-ucwuptgg 138 11 . . . cord-317465-ucwuptgg 139 1 CC CC NNP cord-317465-ucwuptgg 139 2 - - HYPH cord-317465-ucwuptgg 139 3 BY BY NNP cord-317465-ucwuptgg 139 4 - - HYPH cord-317465-ucwuptgg 139 5 NC NC NNP cord-317465-ucwuptgg 139 6 - - HYPH cord-317465-ucwuptgg 139 7 ND ND NNP cord-317465-ucwuptgg 139 8 4.0 4.0 CD cord-317465-ucwuptgg 139 9 International international JJ cord-317465-ucwuptgg 139 10 license license NN cord-317465-ucwuptgg 140 1 It -PRON- PRP cord-317465-ucwuptgg 140 2 is be VBZ cord-317465-ucwuptgg 140 3 made make VBN cord-317465-ucwuptgg 140 4 available available JJ cord-317465-ucwuptgg 140 5 under under IN cord-317465-ucwuptgg 140 6 a a DT cord-317465-ucwuptgg 140 7 author author NN cord-317465-ucwuptgg 140 8 / / SYM cord-317465-ucwuptgg 140 9 funder funder NN cord-317465-ucwuptgg 140 10 , , , cord-317465-ucwuptgg 140 11 who who WP cord-317465-ucwuptgg 140 12 has have VBZ cord-317465-ucwuptgg 140 13 granted grant VBN cord-317465-ucwuptgg 140 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 140 15 a a DT cord-317465-ucwuptgg 140 16 license license NN cord-317465-ucwuptgg 140 17 to to TO cord-317465-ucwuptgg 140 18 display display VB cord-317465-ucwuptgg 140 19 the the DT cord-317465-ucwuptgg 140 20 preprint preprint NN cord-317465-ucwuptgg 140 21 in in IN cord-317465-ucwuptgg 140 22 perpetuity perpetuity NN cord-317465-ucwuptgg 140 23 . . . cord-317465-ucwuptgg 141 1 is be VBZ cord-317465-ucwuptgg 141 2 the the DT cord-317465-ucwuptgg 141 3 ( ( -LRB- cord-317465-ucwuptgg 141 4 which which WDT cord-317465-ucwuptgg 141 5 was be VBD cord-317465-ucwuptgg 141 6 not not RB cord-317465-ucwuptgg 141 7 peer peer NN cord-317465-ucwuptgg 141 8 - - HYPH cord-317465-ucwuptgg 141 9 reviewed review VBN cord-317465-ucwuptgg 141 10 ) ) -RRB- cord-317465-ucwuptgg 142 1 The the DT cord-317465-ucwuptgg 142 2 copyright copyright NN cord-317465-ucwuptgg 142 3 holder holder NN cord-317465-ucwuptgg 142 4 for for IN cord-317465-ucwuptgg 142 5 this this DT cord-317465-ucwuptgg 142 6 preprint preprint NN cord-317465-ucwuptgg 142 7 . . . cord-317465-ucwuptgg 143 1 levels level NNS cord-317465-ucwuptgg 143 2 of of IN cord-317465-ucwuptgg 143 3 lockdown lockdown NN cord-317465-ucwuptgg 143 4 policies policy NNS cord-317465-ucwuptgg 143 5 . . . cord-317465-ucwuptgg 144 1 10 10 CD cord-317465-ucwuptgg 144 2 Table Table NNP cord-317465-ucwuptgg 144 3 A1 A1 NNP cord-317465-ucwuptgg 144 4 in in IN cord-317465-ucwuptgg 144 5 the the DT cord-317465-ucwuptgg 144 6 Appendix Appendix NNP cord-317465-ucwuptgg 144 7 provides provide VBZ cord-317465-ucwuptgg 144 8 the the DT cord-317465-ucwuptgg 144 9 detailed detailed JJ cord-317465-ucwuptgg 144 10 information information NN cord-317465-ucwuptgg 144 11 about about IN cord-317465-ucwuptgg 144 12 the the DT cord-317465-ucwuptgg 144 13 various various JJ cord-317465-ucwuptgg 144 14 forms form NNS cord-317465-ucwuptgg 144 15 of of IN cord-317465-ucwuptgg 144 16 population population NN cord-317465-ucwuptgg 144 17 mobility mobility NN cord-317465-ucwuptgg 144 18 control control NN cord-317465-ucwuptgg 144 19 in in IN cord-317465-ucwuptgg 144 20 different different JJ cord-317465-ucwuptgg 144 21 cities city NNS cord-317465-ucwuptgg 144 22 . . . cord-317465-ucwuptgg 145 1 We -PRON- PRP cord-317465-ucwuptgg 145 2 also also RB cord-317465-ucwuptgg 145 3 plot plot VBP cord-317465-ucwuptgg 145 4 the the DT cord-317465-ucwuptgg 145 5 geographic geographic JJ cord-317465-ucwuptgg 145 6 distributions distribution NNS cord-317465-ucwuptgg 145 7 of of IN cord-317465-ucwuptgg 145 8 sample sample NN cord-317465-ucwuptgg 145 9 cities city NNS cord-317465-ucwuptgg 145 10 and and CC cord-317465-ucwuptgg 145 11 cases case NNS cord-317465-ucwuptgg 145 12 in in IN cord-317465-ucwuptgg 145 13 Figure figure NN cord-317465-ucwuptgg 145 14 1 1 CD cord-317465-ucwuptgg 145 15 . . . cord-317465-ucwuptgg 146 1 [ [ -LRB- cord-317465-ucwuptgg 146 2 Figure figure NN cord-317465-ucwuptgg 146 3 1 1 CD cord-317465-ucwuptgg 146 4 About about IN cord-317465-ucwuptgg 146 5 Here here RB cord-317465-ucwuptgg 146 6 ] ] -RRB- cord-317465-ucwuptgg 147 1 There there EX cord-317465-ucwuptgg 147 2 are be VBP cord-317465-ucwuptgg 147 3 several several JJ cord-317465-ucwuptgg 147 4 confounding confounding JJ cord-317465-ucwuptgg 147 5 factors factor NNS cord-317465-ucwuptgg 147 6 in in IN cord-317465-ucwuptgg 147 7 our -PRON- PRP$ cord-317465-ucwuptgg 147 8 attempt attempt NN cord-317465-ucwuptgg 147 9 to to TO cord-317465-ucwuptgg 147 10 causally causally RB cord-317465-ucwuptgg 147 11 quantify quantify VB cord-317465-ucwuptgg 147 12 the the DT cord-317465-ucwuptgg 147 13 impact impact NN cord-317465-ucwuptgg 147 14 of of IN cord-317465-ucwuptgg 147 15 lockdown lockdown NN cord-317465-ucwuptgg 147 16 on on IN cord-317465-ucwuptgg 147 17 human human JJ cord-317465-ucwuptgg 147 18 mobility mobility NN cord-317465-ucwuptgg 147 19 , , , cord-317465-ucwuptgg 147 20 and and CC cord-317465-ucwuptgg 147 21 on on IN cord-317465-ucwuptgg 147 22 the the DT cord-317465-ucwuptgg 147 23 spread spread NN cord-317465-ucwuptgg 147 24 of of IN cord-317465-ucwuptgg 147 25 infectious infectious JJ cord-317465-ucwuptgg 147 26 viruses virus NNS cord-317465-ucwuptgg 147 27 . . . cord-317465-ucwuptgg 148 1 First first RB cord-317465-ucwuptgg 148 2 , , , cord-317465-ucwuptgg 148 3 the the DT cord-317465-ucwuptgg 148 4 virus virus NN cord-317465-ucwuptgg 148 5 outbreak outbreak NN cord-317465-ucwuptgg 148 6 happens happen VBZ cord-317465-ucwuptgg 148 7 right right RB cord-317465-ucwuptgg 148 8 before before IN cord-317465-ucwuptgg 148 9 the the DT cord-317465-ucwuptgg 148 10 Spring Spring NNP cord-317465-ucwuptgg 148 11 Festival Festival NNP cord-317465-ucwuptgg 148 12 of of IN cord-317465-ucwuptgg 148 13 the the DT cord-317465-ucwuptgg 148 14 Chinese Chinese NNP cord-317465-ucwuptgg 148 15 Lunar Lunar NNP cord-317465-ucwuptgg 148 16 New New NNP cord-317465-ucwuptgg 148 17 Year Year NNP cord-317465-ucwuptgg 148 18 , , , cord-317465-ucwuptgg 148 19 which which WDT cord-317465-ucwuptgg 148 20 causes cause VBZ cord-317465-ucwuptgg 148 21 the the DT cord-317465-ucwuptgg 148 22 largest large JJS cord-317465-ucwuptgg 148 23 annual annual JJ cord-317465-ucwuptgg 148 24 human human JJ cord-317465-ucwuptgg 148 25 migration migration NN cord-317465-ucwuptgg 148 26 every every DT cord-317465-ucwuptgg 148 27 year year NN cord-317465-ucwuptgg 148 28 . . . cord-317465-ucwuptgg 149 1 11 11 CD cord-317465-ucwuptgg 149 2 Second second JJ cord-317465-ucwuptgg 149 3 , , , cord-317465-ucwuptgg 149 4 the the DT cord-317465-ucwuptgg 149 5 virus virus NN cord-317465-ucwuptgg 149 6 itself -PRON- PRP cord-317465-ucwuptgg 149 7 , , , cord-317465-ucwuptgg 149 8 even even RB cord-317465-ucwuptgg 149 9 in in IN cord-317465-ucwuptgg 149 10 the the DT cord-317465-ucwuptgg 149 11 absence absence NN cord-317465-ucwuptgg 149 12 of of IN cord-317465-ucwuptgg 149 13 a a DT cord-317465-ucwuptgg 149 14 mandatory mandatory JJ cord-317465-ucwuptgg 149 15 lockdown lockdown NN cord-317465-ucwuptgg 149 16 , , , cord-317465-ucwuptgg 149 17 may may MD cord-317465-ucwuptgg 149 18 lead lead VB cord-317465-ucwuptgg 149 19 to to IN cord-317465-ucwuptgg 149 20 curtailed curtail VBN cord-317465-ucwuptgg 149 21 human human JJ cord-317465-ucwuptgg 149 22 movement movement NN cord-317465-ucwuptgg 149 23 as as IN cord-317465-ucwuptgg 149 24 people people NNS cord-317465-ucwuptgg 149 25 attempt attempt VBP cord-317465-ucwuptgg 149 26 to to TO cord-317465-ucwuptgg 149 27 avoid avoid VB cord-317465-ucwuptgg 149 28 exposure exposure NN cord-317465-ucwuptgg 149 29 to to IN cord-317465-ucwuptgg 149 30 the the DT cord-317465-ucwuptgg 149 31 virus virus NN cord-317465-ucwuptgg 149 32 in in IN cord-317465-ucwuptgg 149 33 the the DT cord-317465-ucwuptgg 149 34 journeys journey NNS cord-317465-ucwuptgg 149 35 and and CC cord-317465-ucwuptgg 149 36 public public JJ cord-317465-ucwuptgg 149 37 spaces space NNS cord-317465-ucwuptgg 149 38 . . . cord-317465-ucwuptgg 150 1 We -PRON- PRP cord-317465-ucwuptgg 150 2 refer refer VBP cord-317465-ucwuptgg 150 3 to to IN cord-317465-ucwuptgg 150 4 this this DT cord-317465-ucwuptgg 150 5 deterrence deterrence NN cord-317465-ucwuptgg 150 6 effect effect NN cord-317465-ucwuptgg 150 7 as as IN cord-317465-ucwuptgg 150 8 the the DT cord-317465-ucwuptgg 150 9 virus virus NN cord-317465-ucwuptgg 150 10 effect effect NN cord-317465-ucwuptgg 150 11 . . . cord-317465-ucwuptgg 151 1 Third third RB cord-317465-ucwuptgg 151 2 , , , cord-317465-ucwuptgg 151 3 for for IN cord-317465-ucwuptgg 151 4 the the DT cord-317465-ucwuptgg 151 5 city city NN cord-317465-ucwuptgg 151 6 of of IN cord-317465-ucwuptgg 151 7 Wuhan Wuhan NNP cord-317465-ucwuptgg 151 8 and and CC cord-317465-ucwuptgg 151 9 other other JJ cord-317465-ucwuptgg 151 10 cities city NNS cord-317465-ucwuptgg 151 11 in in IN cord-317465-ucwuptgg 151 12 Hubei Hubei NNP cord-317465-ucwuptgg 151 13 that that WDT cord-317465-ucwuptgg 151 14 are be VBP cord-317465-ucwuptgg 151 15 close close JJ cord-317465-ucwuptgg 151 16 to to IN cord-317465-ucwuptgg 151 17 Wuhan Wuhan NNP cord-317465-ucwuptgg 151 18 , , , cord-317465-ucwuptgg 151 19 there there EX cord-317465-ucwuptgg 151 20 is be VBZ cord-317465-ucwuptgg 151 21 also also RB cord-317465-ucwuptgg 151 22 the the DT cord-317465-ucwuptgg 151 23 possibility possibility NN cord-317465-ucwuptgg 151 24 of of IN cord-317465-ucwuptgg 151 25 a a DT cord-317465-ucwuptgg 151 26 panic panic NN cord-317465-ucwuptgg 151 27 effect effect NN cord-317465-ucwuptgg 151 28 , , , cord-317465-ucwuptgg 151 29 in in IN cord-317465-ucwuptgg 151 30 reaction reaction NN cord-317465-ucwuptgg 151 31 to to IN cord-317465-ucwuptgg 151 32 the the DT cord-317465-ucwuptgg 151 33 virus virus NN cord-317465-ucwuptgg 151 34 . . . cord-317465-ucwuptgg 152 1 The the DT cord-317465-ucwuptgg 152 2 panic panic NN cord-317465-ucwuptgg 152 3 effect effect NN cord-317465-ucwuptgg 152 4 can can MD cord-317465-ucwuptgg 152 5 lead lead VB cord-317465-ucwuptgg 152 6 to to IN cord-317465-ucwuptgg 152 7 an an DT cord-317465-ucwuptgg 152 8 increase increase NN cord-317465-ucwuptgg 152 9 in in IN cord-317465-ucwuptgg 152 10 the the DT cord-317465-ucwuptgg 152 11 population population NN cord-317465-ucwuptgg 152 12 outflow outflow NN cord-317465-ucwuptgg 152 13 from from IN cord-317465-ucwuptgg 152 14 the the DT cord-317465-ucwuptgg 152 15 epicenter epicenter NN cord-317465-ucwuptgg 152 16 of of IN cord-317465-ucwuptgg 152 17 the the DT cord-317465-ucwuptgg 152 18 virus virus NN cord-317465-ucwuptgg 152 19 outbreak outbreak NN cord-317465-ucwuptgg 152 20 , , , cord-317465-ucwuptgg 152 21 and and CC cord-317465-ucwuptgg 152 22 a a DT cord-317465-ucwuptgg 152 23 decrease decrease NN cord-317465-ucwuptgg 152 24 of of IN cord-317465-ucwuptgg 152 25 the the DT cord-317465-ucwuptgg 152 26 population population NN cord-317465-ucwuptgg 152 27 inflow inflow JJ cord-317465-ucwuptgg 152 28 to to IN cord-317465-ucwuptgg 152 29 the the DT cord-317465-ucwuptgg 152 30 epicenter epicenter NN cord-317465-ucwuptgg 152 31 , , , cord-317465-ucwuptgg 152 32 particularly particularly RB cord-317465-ucwuptgg 152 33 the the DT cord-317465-ucwuptgg 152 34 city city NN cord-317465-ucwuptgg 152 35 of of IN cord-317465-ucwuptgg 152 36 Wuhan Wuhan NNP cord-317465-ucwuptgg 152 37 . . . cord-317465-ucwuptgg 153 1 The the DT cord-317465-ucwuptgg 153 2 panic panic NN cord-317465-ucwuptgg 153 3 effect effect NN cord-317465-ucwuptgg 153 4 is be VBZ cord-317465-ucwuptgg 153 5 likely likely JJ cord-317465-ucwuptgg 153 6 to to TO cord-317465-ucwuptgg 153 7 peak peak VB cord-317465-ucwuptgg 153 8 when when WRB cord-317465-ucwuptgg 153 9 the the DT cord-317465-ucwuptgg 153 10 government government NN cord-317465-ucwuptgg 153 11 officially officially RB cord-317465-ucwuptgg 153 12 confirmed confirm VBD cord-317465-ucwuptgg 153 13 on on IN cord-317465-ucwuptgg 153 14 January January NNP cord-317465-ucwuptgg 153 15 20 20 CD cord-317465-ucwuptgg 153 16 , , , cord-317465-ucwuptgg 153 17 2020 2020 CD cord-317465-ucwuptgg 153 18 that that IN cord-317465-ucwuptgg 153 19 the the DT cord-317465-ucwuptgg 153 20 Novel Novel NNP cord-317465-ucwuptgg 153 21 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 153 22 can can MD cord-317465-ucwuptgg 153 23 transmit transmit VB cord-317465-ucwuptgg 153 24 from from IN cord-317465-ucwuptgg 153 25 person person NN cord-317465-ucwuptgg 153 26 - - HYPH cord-317465-ucwuptgg 153 27 to to IN cord-317465-ucwuptgg 153 28 - - HYPH cord-317465-ucwuptgg 153 29 person person NN cord-317465-ucwuptgg 153 30 . . . cord-317465-ucwuptgg 154 1 In in IN cord-317465-ucwuptgg 154 2 our -PRON- PRP$ cord-317465-ucwuptgg 154 3 analysis analysis NN cord-317465-ucwuptgg 154 4 below below RB cord-317465-ucwuptgg 154 5 , , , cord-317465-ucwuptgg 154 6 we -PRON- PRP cord-317465-ucwuptgg 154 7 create create VBP cord-317465-ucwuptgg 154 8 a a DT cord-317465-ucwuptgg 154 9 specific specific JJ cord-317465-ucwuptgg 154 10 pre pre JJ cord-317465-ucwuptgg 154 11 - - JJ cord-317465-ucwuptgg 154 12 lockdown lockdown JJ cord-317465-ucwuptgg 154 13 period period NN cord-317465-ucwuptgg 154 14 Before before IN cord-317465-ucwuptgg 154 15 2,t 2,t CD cord-317465-ucwuptgg 154 16 , , , cord-317465-ucwuptgg 154 17 which which WDT cord-317465-ucwuptgg 154 18 includes include VBZ cord-317465-ucwuptgg 154 19 the the DT cord-317465-ucwuptgg 154 20 threeday threeday JJ cord-317465-ucwuptgg 154 21 period period NN cord-317465-ucwuptgg 154 22 between between IN cord-317465-ucwuptgg 154 23 January January NNP cord-317465-ucwuptgg 154 24 20 20 CD cord-317465-ucwuptgg 154 25 and and CC cord-317465-ucwuptgg 154 26 January January NNP cord-317465-ucwuptgg 154 27 22 22 CD cord-317465-ucwuptgg 154 28 , , , cord-317465-ucwuptgg 154 29 202 202 CD cord-317465-ucwuptgg 154 30 , , , cord-317465-ucwuptgg 154 31 to to TO cord-317465-ucwuptgg 154 32 capture capture VB cord-317465-ucwuptgg 154 33 the the DT cord-317465-ucwuptgg 154 34 panic panic NN cord-317465-ucwuptgg 154 35 effects effect NNS cord-317465-ucwuptgg 154 36 . . . cord-317465-ucwuptgg 155 1 12 12 CD cord-317465-ucwuptgg 155 2 Note note VB cord-317465-ucwuptgg 155 3 that that IN cord-317465-ucwuptgg 155 4 while while IN cord-317465-ucwuptgg 155 5 the the DT cord-317465-ucwuptgg 155 6 virus virus NN cord-317465-ucwuptgg 155 7 effect effect NN cord-317465-ucwuptgg 155 8 applies apply VBZ cord-317465-ucwuptgg 155 9 to to IN cord-317465-ucwuptgg 155 10 movement movement NN cord-317465-ucwuptgg 155 11 into into IN cord-317465-ucwuptgg 155 12 and and CC cord-317465-ucwuptgg 155 13 out out IN cord-317465-ucwuptgg 155 14 of of IN cord-317465-ucwuptgg 155 15 all all DT cord-317465-ucwuptgg 155 16 cities city NNS cord-317465-ucwuptgg 155 17 , , , cord-317465-ucwuptgg 155 18 the the DT cord-317465-ucwuptgg 155 19 panic panic NN cord-317465-ucwuptgg 155 20 effect effect NN cord-317465-ucwuptgg 155 21 is be VBZ cord-317465-ucwuptgg 155 22 more more RBR cord-317465-ucwuptgg 155 23 specific specific JJ cord-317465-ucwuptgg 155 24 to to IN cord-317465-ucwuptgg 155 25 the the DT cord-317465-ucwuptgg 155 26 cities city NNS cord-317465-ucwuptgg 155 27 in in IN cord-317465-ucwuptgg 155 28 the the DT cord-317465-ucwuptgg 155 29 epicenter epicenter NN cord-317465-ucwuptgg 155 30 , , , cord-317465-ucwuptgg 155 31 especially especially RB cord-317465-ucwuptgg 155 32 Wuhan Wuhan NNP cord-317465-ucwuptgg 155 33 , , , cord-317465-ucwuptgg 155 34 and and CC cord-317465-ucwuptgg 155 35 can can MD cord-317465-ucwuptgg 155 36 have have VB cord-317465-ucwuptgg 155 37 a a DT cord-317465-ucwuptgg 155 38 positive positive JJ cord-317465-ucwuptgg 155 39 effect effect NN cord-317465-ucwuptgg 155 40 on on IN cord-317465-ucwuptgg 155 41 outflows outflow NNS cord-317465-ucwuptgg 155 42 , , , cord-317465-ucwuptgg 155 43 and and CC cord-317465-ucwuptgg 155 44 a a DT cord-317465-ucwuptgg 155 45 negative negative JJ cord-317465-ucwuptgg 155 46 effect effect NN cord-317465-ucwuptgg 155 47 on on IN cord-317465-ucwuptgg 155 48 inflows inflow NNS cord-317465-ucwuptgg 155 49 . . . cord-317465-ucwuptgg 156 1 10 10 CD cord-317465-ucwuptgg 157 1 Within within IN cord-317465-ucwuptgg 157 2 hours hour NNS cord-317465-ucwuptgg 157 3 of of IN cord-317465-ucwuptgg 157 4 the the DT cord-317465-ucwuptgg 157 5 Wuhan Wuhan NNP cord-317465-ucwuptgg 157 6 lockdown lockdown NN cord-317465-ucwuptgg 157 7 , , , cord-317465-ucwuptgg 157 8 travel travel NN cord-317465-ucwuptgg 157 9 restrictions restriction NNS cord-317465-ucwuptgg 157 10 were be VBD cord-317465-ucwuptgg 157 11 imposed impose VBN cord-317465-ucwuptgg 157 12 on on IN cord-317465-ucwuptgg 157 13 the the DT cord-317465-ucwuptgg 157 14 nearby nearby JJ cord-317465-ucwuptgg 157 15 cities city NNS cord-317465-ucwuptgg 157 16 of of IN cord-317465-ucwuptgg 157 17 Huanggang Huanggang NNP cord-317465-ucwuptgg 157 18 and and CC cord-317465-ucwuptgg 157 19 Ezhou Ezhou NNP cord-317465-ucwuptgg 157 20 , , , cord-317465-ucwuptgg 157 21 and and CC cord-317465-ucwuptgg 157 22 were be VBD cord-317465-ucwuptgg 157 23 eventually eventually RB cord-317465-ucwuptgg 157 24 imposed impose VBN cord-317465-ucwuptgg 157 25 on on IN cord-317465-ucwuptgg 157 26 all all DT cord-317465-ucwuptgg 157 27 14 14 CD cord-317465-ucwuptgg 157 28 other other JJ cord-317465-ucwuptgg 157 29 cities city NNS cord-317465-ucwuptgg 157 30 in in IN cord-317465-ucwuptgg 157 31 Hubei Hubei NNP cord-317465-ucwuptgg 157 32 , , , cord-317465-ucwuptgg 157 33 affecting affect VBG cord-317465-ucwuptgg 157 34 a a DT cord-317465-ucwuptgg 157 35 total total NN cord-317465-ucwuptgg 157 36 of of IN cord-317465-ucwuptgg 157 37 about about IN cord-317465-ucwuptgg 157 38 57 57 CD cord-317465-ucwuptgg 157 39 million million CD cord-317465-ucwuptgg 157 40 people people NNS cord-317465-ucwuptgg 157 41 . . . cord-317465-ucwuptgg 158 1 On on IN cord-317465-ucwuptgg 158 2 February February NNP cord-317465-ucwuptgg 158 3 2 2 CD cord-317465-ucwuptgg 158 4 , , , cord-317465-ucwuptgg 158 5 the the DT cord-317465-ucwuptgg 158 6 city city NN cord-317465-ucwuptgg 158 7 of of IN cord-317465-ucwuptgg 158 8 Wenzhou Wenzhou NNP cord-317465-ucwuptgg 158 9 implemented implement VBD cord-317465-ucwuptgg 158 10 a a DT cord-317465-ucwuptgg 158 11 partial partial JJ cord-317465-ucwuptgg 158 12 lockdown lockdown NN cord-317465-ucwuptgg 158 13 in in IN cord-317465-ucwuptgg 158 14 which which WDT cord-317465-ucwuptgg 158 15 only only RB cord-317465-ucwuptgg 158 16 one one CD cord-317465-ucwuptgg 158 17 person person NN cord-317465-ucwuptgg 158 18 per per IN cord-317465-ucwuptgg 158 19 household household NN cord-317465-ucwuptgg 158 20 was be VBD cord-317465-ucwuptgg 158 21 allowed allow VBN cord-317465-ucwuptgg 158 22 to to TO cord-317465-ucwuptgg 158 23 exit exit VB cord-317465-ucwuptgg 158 24 once once RB cord-317465-ucwuptgg 158 25 every every DT cord-317465-ucwuptgg 158 26 two two CD cord-317465-ucwuptgg 158 27 days day NNS cord-317465-ucwuptgg 158 28 , , , cord-317465-ucwuptgg 158 29 and and CC cord-317465-ucwuptgg 158 30 most most JJS cord-317465-ucwuptgg 158 31 of of IN cord-317465-ucwuptgg 158 32 the the DT cord-317465-ucwuptgg 158 33 highway highway NN cord-317465-ucwuptgg 158 34 exits exit NNS cord-317465-ucwuptgg 158 35 were be VBD cord-317465-ucwuptgg 158 36 closed closed JJ cord-317465-ucwuptgg 158 37 . . . cord-317465-ucwuptgg 159 1 Following follow VBG cord-317465-ucwuptgg 159 2 Wenzhou Wenzhou NNP cord-317465-ucwuptgg 159 3 , , , cord-317465-ucwuptgg 159 4 another another DT cord-317465-ucwuptgg 159 5 six six CD cord-317465-ucwuptgg 159 6 cities city NNS cord-317465-ucwuptgg 159 7 , , , cord-317465-ucwuptgg 159 8 Hangzhou Hangzhou NNP cord-317465-ucwuptgg 159 9 , , , cord-317465-ucwuptgg 159 10 Zhumadian Zhumadian NNP cord-317465-ucwuptgg 159 11 , , , cord-317465-ucwuptgg 159 12 Ningbo Ningbo NNP cord-317465-ucwuptgg 159 13 , , , cord-317465-ucwuptgg 159 14 Haerbin Haerbin NNP cord-317465-ucwuptgg 159 15 , , , cord-317465-ucwuptgg 159 16 Fuzhou Fuzhou NNP cord-317465-ucwuptgg 159 17 , , , cord-317465-ucwuptgg 159 18 and and CC cord-317465-ucwuptgg 159 19 Zhengzhou Zhengzhou NNP cord-317465-ucwuptgg 159 20 also also RB cord-317465-ucwuptgg 159 21 launched launch VBD cord-317465-ucwuptgg 159 22 similar similar JJ cord-317465-ucwuptgg 159 23 partial partial JJ cord-317465-ucwuptgg 159 24 lockdowns lockdown NNS cord-317465-ucwuptgg 159 25 on on IN cord-317465-ucwuptgg 159 26 February February NNP cord-317465-ucwuptgg 159 27 4 4 CD cord-317465-ucwuptgg 159 28 . . . cord-317465-ucwuptgg 160 1 In in IN cord-317465-ucwuptgg 160 2 another another DT cord-317465-ucwuptgg 160 3 56 56 CD cord-317465-ucwuptgg 160 4 cities city NNS cord-317465-ucwuptgg 160 5 , , , cord-317465-ucwuptgg 160 6 surveillance surveillance NN cord-317465-ucwuptgg 160 7 and and CC cord-317465-ucwuptgg 160 8 tighter tight JJR cord-317465-ucwuptgg 160 9 controls control NNS cord-317465-ucwuptgg 160 10 applied apply VBD cord-317465-ucwuptgg 160 11 to to IN cord-317465-ucwuptgg 160 12 each each DT cord-317465-ucwuptgg 160 13 neighborhood neighborhood NN cord-317465-ucwuptgg 160 14 . . . cord-317465-ucwuptgg 161 1 In in IN cord-317465-ucwuptgg 161 2 the the DT cord-317465-ucwuptgg 161 3 provinces province NNS cord-317465-ucwuptgg 161 4 of of IN cord-317465-ucwuptgg 161 5 Liaoning Liaoning NNP cord-317465-ucwuptgg 161 6 and and CC cord-317465-ucwuptgg 161 7 Jiangxi Jiangxi NNP cord-317465-ucwuptgg 161 8 , , , cord-317465-ucwuptgg 161 9 as as RB cord-317465-ucwuptgg 161 10 well well RB cord-317465-ucwuptgg 161 11 as as IN cord-317465-ucwuptgg 161 12 major major JJ cord-317465-ucwuptgg 161 13 cities city NNS cord-317465-ucwuptgg 161 14 such such JJ cord-317465-ucwuptgg 161 15 as as IN cord-317465-ucwuptgg 161 16 Shenzhen Shenzhen NNP cord-317465-ucwuptgg 161 17 , , , cord-317465-ucwuptgg 161 18 Guangzhou Guangzhou NNP cord-317465-ucwuptgg 161 19 , , , cord-317465-ucwuptgg 161 20 Nanjing Nanjing NNP cord-317465-ucwuptgg 161 21 , , , cord-317465-ucwuptgg 161 22 Ningbo Ningbo NNP cord-317465-ucwuptgg 161 23 , , , cord-317465-ucwuptgg 161 24 Chengdu Chengdu NNP cord-317465-ucwuptgg 161 25 and and CC cord-317465-ucwuptgg 161 26 Suzhou Suzhou NNP cord-317465-ucwuptgg 161 27 , , , cord-317465-ucwuptgg 161 28 checkpoints checkpoint NNS cord-317465-ucwuptgg 161 29 have have VBP cord-317465-ucwuptgg 161 30 been be VBN cord-317465-ucwuptgg 161 31 set set VBN cord-317465-ucwuptgg 161 32 up up RP cord-317465-ucwuptgg 161 33 to to TO cord-317465-ucwuptgg 161 34 control control VB cord-317465-ucwuptgg 161 35 the the DT cord-317465-ucwuptgg 161 36 inflow inflow JJ cord-317465-ucwuptgg 161 37 population population NN cord-317465-ucwuptgg 161 38 . . . cord-317465-ucwuptgg 162 1 11 11 CD cord-317465-ucwuptgg 163 1 The the DT cord-317465-ucwuptgg 163 2 migration migration NN cord-317465-ucwuptgg 163 3 across across IN cord-317465-ucwuptgg 163 4 China China NNP cord-317465-ucwuptgg 163 5 , , , cord-317465-ucwuptgg 163 6 which which WDT cord-317465-ucwuptgg 163 7 officially officially RB cord-317465-ucwuptgg 163 8 begins begin VBZ cord-317465-ucwuptgg 163 9 from from IN cord-317465-ucwuptgg 163 10 about about RB cord-317465-ucwuptgg 163 11 two two CD cord-317465-ucwuptgg 163 12 weeks week NNS cord-317465-ucwuptgg 163 13 before before RB cord-317465-ucwuptgg 163 14 , , , cord-317465-ucwuptgg 163 15 and and CC cord-317465-ucwuptgg 163 16 ends end VBZ cord-317465-ucwuptgg 163 17 about about RB cord-317465-ucwuptgg 163 18 three three CD cord-317465-ucwuptgg 163 19 weeks week NNS cord-317465-ucwuptgg 163 20 after after IN cord-317465-ucwuptgg 163 21 , , , cord-317465-ucwuptgg 163 22 the the DT cord-317465-ucwuptgg 163 23 Lunar Lunar NNP cord-317465-ucwuptgg 163 24 New New NNP cord-317465-ucwuptgg 163 25 Year Year NNP cord-317465-ucwuptgg 163 26 is be VBZ cord-317465-ucwuptgg 163 27 often often RB cord-317465-ucwuptgg 163 28 referred refer VBN cord-317465-ucwuptgg 163 29 to to IN cord-317465-ucwuptgg 163 30 as as IN cord-317465-ucwuptgg 163 31 Chunyun Chunyun NNP cord-317465-ucwuptgg 163 32 ( ( -LRB- cord-317465-ucwuptgg 163 33 meaning mean VBG cord-317465-ucwuptgg 163 34 Spring Spring NNP cord-317465-ucwuptgg 163 35 movement movement NN cord-317465-ucwuptgg 163 36 ) ) -RRB- cord-317465-ucwuptgg 163 37 . . . cord-317465-ucwuptgg 164 1 In in IN cord-317465-ucwuptgg 164 2 2019 2019 CD cord-317465-ucwuptgg 164 3 , , , cord-317465-ucwuptgg 164 4 approximately approximately RB cord-317465-ucwuptgg 164 5 3 3 CD cord-317465-ucwuptgg 164 6 billions billion NNS cord-317465-ucwuptgg 164 7 trips trip NNS cord-317465-ucwuptgg 164 8 were be VBD cord-317465-ucwuptgg 164 9 made make VBN cord-317465-ucwuptgg 164 10 during during IN cord-317465-ucwuptgg 164 11 Chunyun Chunyun NNP cord-317465-ucwuptgg 164 12 , , , cord-317465-ucwuptgg 164 13 see see VB cord-317465-ucwuptgg 165 1 https://www.cnn.com/travel/article/ https://www.cnn.com/travel/article/ NNP cord-317465-ucwuptgg 165 2 lunar lunar JJ cord-317465-ucwuptgg 165 3 - - HYPH cord-317465-ucwuptgg 165 4 new new JJ cord-317465-ucwuptgg 165 5 - - HYPH cord-317465-ucwuptgg 165 6 year year NN cord-317465-ucwuptgg 165 7 - - HYPH cord-317465-ucwuptgg 165 8 travel travel NN cord-317465-ucwuptgg 165 9 - - HYPH cord-317465-ucwuptgg 165 10 rush-2019 rush-2019 NN cord-317465-ucwuptgg 165 11 / / SYM cord-317465-ucwuptgg 165 12 index.html index.html NN cord-317465-ucwuptgg 165 13 . . . cord-317465-ucwuptgg 166 1 12 12 CD cord-317465-ucwuptgg 167 1 The the DT cord-317465-ucwuptgg 167 2 large large JJ cord-317465-ucwuptgg 167 3 outflow outflow NN cord-317465-ucwuptgg 167 4 from from IN cord-317465-ucwuptgg 167 5 Wuhan Wuhan NNP cord-317465-ucwuptgg 167 6 is be VBZ cord-317465-ucwuptgg 167 7 possible possible JJ cord-317465-ucwuptgg 167 8 because because IN cord-317465-ucwuptgg 167 9 many many JJ cord-317465-ucwuptgg 167 10 people people NNS cord-317465-ucwuptgg 167 11 in in IN cord-317465-ucwuptgg 167 12 Wuhan Wuhan NNP cord-317465-ucwuptgg 167 13 are be VBP cord-317465-ucwuptgg 167 14 migrant migrant JJ cord-317465-ucwuptgg 167 15 workers worker NNS cord-317465-ucwuptgg 167 16 and and CC cord-317465-ucwuptgg 167 17 college college NN cord-317465-ucwuptgg 167 18 students student NNS cord-317465-ucwuptgg 167 19 with with IN cord-317465-ucwuptgg 167 20 hometowns hometown NNS cord-317465-ucwuptgg 167 21 elsewhere elsewhere RB cord-317465-ucwuptgg 167 22 . . . cord-317465-ucwuptgg 167 23 . . . cord-317465-ucwuptgg 168 1 CC CC NNP cord-317465-ucwuptgg 168 2 - - HYPH cord-317465-ucwuptgg 168 3 BY BY NNP cord-317465-ucwuptgg 168 4 - - HYPH cord-317465-ucwuptgg 168 5 NC NC NNP cord-317465-ucwuptgg 168 6 - - HYPH cord-317465-ucwuptgg 168 7 ND ND NNP cord-317465-ucwuptgg 168 8 4.0 4.0 CD cord-317465-ucwuptgg 168 9 International international JJ cord-317465-ucwuptgg 168 10 license license NN cord-317465-ucwuptgg 169 1 It -PRON- PRP cord-317465-ucwuptgg 169 2 is be VBZ cord-317465-ucwuptgg 169 3 made make VBN cord-317465-ucwuptgg 169 4 available available JJ cord-317465-ucwuptgg 169 5 under under IN cord-317465-ucwuptgg 169 6 a a DT cord-317465-ucwuptgg 169 7 author author NN cord-317465-ucwuptgg 169 8 / / SYM cord-317465-ucwuptgg 169 9 funder funder NN cord-317465-ucwuptgg 169 10 , , , cord-317465-ucwuptgg 169 11 who who WP cord-317465-ucwuptgg 169 12 has have VBZ cord-317465-ucwuptgg 169 13 granted grant VBN cord-317465-ucwuptgg 169 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 169 15 a a DT cord-317465-ucwuptgg 169 16 license license NN cord-317465-ucwuptgg 169 17 to to TO cord-317465-ucwuptgg 169 18 display display VB cord-317465-ucwuptgg 169 19 the the DT cord-317465-ucwuptgg 169 20 preprint preprint NN cord-317465-ucwuptgg 169 21 in in IN cord-317465-ucwuptgg 169 22 perpetuity perpetuity NN cord-317465-ucwuptgg 169 23 . . . cord-317465-ucwuptgg 170 1 is be VBZ cord-317465-ucwuptgg 170 2 the the DT cord-317465-ucwuptgg 170 3 ( ( -LRB- cord-317465-ucwuptgg 170 4 which which WDT cord-317465-ucwuptgg 170 5 was be VBD cord-317465-ucwuptgg 170 6 not not RB cord-317465-ucwuptgg 170 7 peer peer NN cord-317465-ucwuptgg 170 8 - - HYPH cord-317465-ucwuptgg 170 9 reviewed review VBN cord-317465-ucwuptgg 170 10 ) ) -RRB- cord-317465-ucwuptgg 171 1 The the DT cord-317465-ucwuptgg 171 2 copyright copyright NN cord-317465-ucwuptgg 171 3 holder holder NN cord-317465-ucwuptgg 171 4 for for IN cord-317465-ucwuptgg 171 5 this this DT cord-317465-ucwuptgg 171 6 preprint preprint NN cord-317465-ucwuptgg 171 7 . . . cord-317465-ucwuptgg 172 1 We -PRON- PRP cord-317465-ucwuptgg 172 2 first first RB cord-317465-ucwuptgg 172 3 examine examine VBP cord-317465-ucwuptgg 172 4 the the DT cord-317465-ucwuptgg 172 5 impact impact NN cord-317465-ucwuptgg 172 6 of of IN cord-317465-ucwuptgg 172 7 city city NN cord-317465-ucwuptgg 172 8 lockdown lockdown NN cord-317465-ucwuptgg 172 9 on on IN cord-317465-ucwuptgg 172 10 inter inter JJ cord-317465-ucwuptgg 172 11 - - JJ cord-317465-ucwuptgg 172 12 city city JJ cord-317465-ucwuptgg 172 13 population population NN cord-317465-ucwuptgg 172 14 mobility mobility NN cord-317465-ucwuptgg 172 15 , , , cord-317465-ucwuptgg 172 16 including include VBG cord-317465-ucwuptgg 172 17 inflow inflow NN cord-317465-ucwuptgg 172 18 and and CC cord-317465-ucwuptgg 172 19 outflow outflow NN cord-317465-ucwuptgg 172 20 , , , cord-317465-ucwuptgg 172 21 between between IN cord-317465-ucwuptgg 172 22 a a DT cord-317465-ucwuptgg 172 23 city city NN cord-317465-ucwuptgg 172 24 pair pair NN cord-317465-ucwuptgg 172 25 ( ( -LRB- cord-317465-ucwuptgg 172 26 i i NN cord-317465-ucwuptgg 172 27 , , , cord-317465-ucwuptgg 172 28 j j NNP cord-317465-ucwuptgg 172 29 ) ) -RRB- cord-317465-ucwuptgg 172 30 . . . cord-317465-ucwuptgg 173 1 To to TO cord-317465-ucwuptgg 173 2 disentangle disentangle VB cord-317465-ucwuptgg 173 3 the the DT cord-317465-ucwuptgg 173 4 contributions contribution NNS cord-317465-ucwuptgg 173 5 of of IN cord-317465-ucwuptgg 173 6 these these DT cord-317465-ucwuptgg 173 7 confounding confounding JJ cord-317465-ucwuptgg 173 8 factors factor NNS cord-317465-ucwuptgg 173 9 on on IN cord-317465-ucwuptgg 173 10 human human JJ cord-317465-ucwuptgg 173 11 mobility mobility NN cord-317465-ucwuptgg 173 12 , , , cord-317465-ucwuptgg 173 13 we -PRON- PRP cord-317465-ucwuptgg 173 14 exploit exploit VBP cord-317465-ucwuptgg 173 15 many many JJ cord-317465-ucwuptgg 173 16 unique unique JJ cord-317465-ucwuptgg 173 17 sources source NNS cord-317465-ucwuptgg 173 18 of of IN cord-317465-ucwuptgg 173 19 variations variation NNS cord-317465-ucwuptgg 173 20 in in IN cord-317465-ucwuptgg 173 21 the the DT cord-317465-ucwuptgg 173 22 data datum NNS cord-317465-ucwuptgg 173 23 , , , cord-317465-ucwuptgg 173 24 and and CC cord-317465-ucwuptgg 173 25 employ employ VB cord-317465-ucwuptgg 173 26 several several JJ cord-317465-ucwuptgg 173 27 DID do VBD cord-317465-ucwuptgg 173 28 estimation estimation NN cord-317465-ucwuptgg 173 29 strategies strategy NNS cord-317465-ucwuptgg 173 30 by by IN cord-317465-ucwuptgg 173 31 comparing compare VBG cord-317465-ucwuptgg 173 32 different different JJ cord-317465-ucwuptgg 173 33 treatment treatment NN cord-317465-ucwuptgg 173 34 and and CC cord-317465-ucwuptgg 173 35 control control NN cord-317465-ucwuptgg 173 36 groups group NNS cord-317465-ucwuptgg 173 37 . . . cord-317465-ucwuptgg 174 1 The the DT cord-317465-ucwuptgg 174 2 DID do VBD cord-317465-ucwuptgg 174 3 specification specification NN cord-317465-ucwuptgg 174 4 can can MD cord-317465-ucwuptgg 174 5 be be VB cord-317465-ucwuptgg 174 6 described describe VBN cord-317465-ucwuptgg 174 7 as as IN cord-317465-ucwuptgg 174 8 follows follow VBZ cord-317465-ucwuptgg 174 9 : : : cord-317465-ucwuptgg 174 10 where where WRB cord-317465-ucwuptgg 174 11 i i PRP cord-317465-ucwuptgg 174 12 , , , cord-317465-ucwuptgg 174 13 j j NNP cord-317465-ucwuptgg 174 14 , , , cord-317465-ucwuptgg 174 15 and and CC cord-317465-ucwuptgg 174 16 t t NN cord-317465-ucwuptgg 174 17 respectively respectively RB cord-317465-ucwuptgg 174 18 index index VB cord-317465-ucwuptgg 174 19 the the DT cord-317465-ucwuptgg 174 20 destination destination NN cord-317465-ucwuptgg 174 21 city city NN cord-317465-ucwuptgg 174 22 , , , cord-317465-ucwuptgg 174 23 origination origination NN cord-317465-ucwuptgg 174 24 city city NN cord-317465-ucwuptgg 174 25 , , , cord-317465-ucwuptgg 174 26 and and CC cord-317465-ucwuptgg 174 27 date date NN cord-317465-ucwuptgg 174 28 ; ; : cord-317465-ucwuptgg 174 29 the the DT cord-317465-ucwuptgg 174 30 dependent dependent JJ cord-317465-ucwuptgg 174 31 variable variable NN cord-317465-ucwuptgg 174 32 , , , cord-317465-ucwuptgg 175 1 Ln(Flow ln(flow XX cord-317465-ucwuptgg 176 1 i i PRP cord-317465-ucwuptgg 176 2 , , , cord-317465-ucwuptgg 176 3 j j NNP cord-317465-ucwuptgg 176 4 , , , cord-317465-ucwuptgg 176 5 t t NNP cord-317465-ucwuptgg 176 6 ) ) -RRB- cord-317465-ucwuptgg 176 7 , , , cord-317465-ucwuptgg 176 8 is be VBZ cord-317465-ucwuptgg 176 9 the the DT cord-317465-ucwuptgg 176 10 logarithmic logarithmic JJ cord-317465-ucwuptgg 176 11 population population NN cord-317465-ucwuptgg 176 12 flows flow NNS cord-317465-ucwuptgg 176 13 received receive VBN cord-317465-ucwuptgg 176 14 by by IN cord-317465-ucwuptgg 176 15 city city NN cord-317465-ucwuptgg 176 16 i i PRP cord-317465-ucwuptgg 176 17 from from IN cord-317465-ucwuptgg 176 18 city city NN cord-317465-ucwuptgg 176 19 j j NNP cord-317465-ucwuptgg 176 20 at at IN cord-317465-ucwuptgg 176 21 date date NN cord-317465-ucwuptgg 177 1 t. t. NNP cord-317465-ucwuptgg 178 1 The the DT cord-317465-ucwuptgg 178 2 definition definition NN cord-317465-ucwuptgg 178 3 of of IN cord-317465-ucwuptgg 178 4 Treat Treat NNP cord-317465-ucwuptgg 178 5 varies vary VBZ cord-317465-ucwuptgg 178 6 by by IN cord-317465-ucwuptgg 178 7 specific specific JJ cord-317465-ucwuptgg 178 8 DID do VBD cord-317465-ucwuptgg 178 9 designs design NNS cord-317465-ucwuptgg 178 10 , , , cord-317465-ucwuptgg 178 11 and and CC cord-317465-ucwuptgg 178 12 we -PRON- PRP cord-317465-ucwuptgg 178 13 will will MD cord-317465-ucwuptgg 178 14 be be VB cord-317465-ucwuptgg 178 15 explicit explicit JJ cord-317465-ucwuptgg 178 16 about about IN cord-317465-ucwuptgg 178 17 its -PRON- PRP$ cord-317465-ucwuptgg 178 18 definition definition NN cord-317465-ucwuptgg 178 19 below below RB cord-317465-ucwuptgg 178 20 . . . cord-317465-ucwuptgg 179 1 The the DT cord-317465-ucwuptgg 179 2 city city NN cord-317465-ucwuptgg 179 3 - - HYPH cord-317465-ucwuptgg 179 4 pair pair NN cord-317465-ucwuptgg 179 5 fixed fix VBN cord-317465-ucwuptgg 179 6 effect effect NN cord-317465-ucwuptgg 179 7 µ µ NN cord-317465-ucwuptgg 179 8 i i NNP cord-317465-ucwuptgg 179 9 , , , cord-317465-ucwuptgg 179 10 j j NNP cord-317465-ucwuptgg 179 11 is be VBZ cord-317465-ucwuptgg 179 12 included include VBN cord-317465-ucwuptgg 179 13 to to TO cord-317465-ucwuptgg 179 14 absorb absorb VB cord-317465-ucwuptgg 179 15 the the DT cord-317465-ucwuptgg 179 16 city city NN cord-317465-ucwuptgg 179 17 - - HYPH cord-317465-ucwuptgg 179 18 specific specific JJ cord-317465-ucwuptgg 179 19 and and CC cord-317465-ucwuptgg 179 20 the the DT cord-317465-ucwuptgg 179 21 city city NN cord-317465-ucwuptgg 179 22 - - HYPH cord-317465-ucwuptgg 179 23 pair pair VBP cord-317465-ucwuptgg 179 24 specific specific JJ cord-317465-ucwuptgg 179 25 heterogeneities heterogeneity NNS cord-317465-ucwuptgg 179 26 that that WDT cord-317465-ucwuptgg 179 27 may may MD cord-317465-ucwuptgg 179 28 contaminate contaminate VB cord-317465-ucwuptgg 179 29 the the DT cord-317465-ucwuptgg 179 30 estimation estimation NN cord-317465-ucwuptgg 179 31 of of IN cord-317465-ucwuptgg 179 32 our -PRON- PRP$ cord-317465-ucwuptgg 179 33 interested interested JJ cord-317465-ucwuptgg 179 34 coefficient coefficient NN cord-317465-ucwuptgg 179 35 β β NN cord-317465-ucwuptgg 179 36 3 3 CD cord-317465-ucwuptgg 179 37 . . . cord-317465-ucwuptgg 180 1 We -PRON- PRP cord-317465-ucwuptgg 180 2 also also RB cord-317465-ucwuptgg 180 3 control control VBP cord-317465-ucwuptgg 180 4 for for IN cord-317465-ucwuptgg 180 5 the the DT cord-317465-ucwuptgg 180 6 date date NN cord-317465-ucwuptgg 180 7 - - HYPH cord-317465-ucwuptgg 180 8 fixed fix VBN cord-317465-ucwuptgg 180 9 effect effect NN cord-317465-ucwuptgg 180 10 θ θ NN cord-317465-ucwuptgg 180 11 t t NN cord-317465-ucwuptgg 180 12 to to TO cord-317465-ucwuptgg 180 13 eliminate eliminate VB cord-317465-ucwuptgg 180 14 the the DT cord-317465-ucwuptgg 180 15 time time NN cord-317465-ucwuptgg 180 16 - - HYPH cord-317465-ucwuptgg 180 17 specific specific JJ cord-317465-ucwuptgg 180 18 impact impact NN cord-317465-ucwuptgg 180 19 , , , cord-317465-ucwuptgg 180 20 including include VBG cord-317465-ucwuptgg 180 21 the the DT cord-317465-ucwuptgg 180 22 Spring Spring NNP cord-317465-ucwuptgg 180 23 Festival Festival NNP cord-317465-ucwuptgg 180 24 travel travel NN cord-317465-ucwuptgg 180 25 effect effect NN cord-317465-ucwuptgg 180 26 . . . cord-317465-ucwuptgg 181 1 The the DT cord-317465-ucwuptgg 181 2 standard standard JJ cord-317465-ucwuptgg 181 3 errors error NNS cord-317465-ucwuptgg 181 4 are be VBP cord-317465-ucwuptgg 181 5 clustered cluster VBN cord-317465-ucwuptgg 181 6 at at IN cord-317465-ucwuptgg 181 7 the the DT cord-317465-ucwuptgg 181 8 daily daily JJ cord-317465-ucwuptgg 181 9 level level NN cord-317465-ucwuptgg 181 10 . . . cord-317465-ucwuptgg 182 1 In in IN cord-317465-ucwuptgg 182 2 Equation equation NN cord-317465-ucwuptgg 182 3 ( ( -LRB- cord-317465-ucwuptgg 182 4 1 1 CD cord-317465-ucwuptgg 182 5 ) ) -RRB- cord-317465-ucwuptgg 182 6 , , , cord-317465-ucwuptgg 182 7 we -PRON- PRP cord-317465-ucwuptgg 182 8 include include VBP cord-317465-ucwuptgg 182 9 two two CD cord-317465-ucwuptgg 182 10 pre pre JJ cord-317465-ucwuptgg 182 11 - - JJ cord-317465-ucwuptgg 182 12 lockdown lockdown JJ cord-317465-ucwuptgg 182 13 period period NN cord-317465-ucwuptgg 182 14 indicators indicator NNS cord-317465-ucwuptgg 182 15 : : : cord-317465-ucwuptgg 182 16 Before before IN cord-317465-ucwuptgg 182 17 1,t 1,t CD cord-317465-ucwuptgg 182 18 is be VBZ cord-317465-ucwuptgg 182 19 a a DT cord-317465-ucwuptgg 182 20 dummy dummy NN cord-317465-ucwuptgg 182 21 that that WDT cord-317465-ucwuptgg 182 22 takes take VBZ cord-317465-ucwuptgg 182 23 value value NN cord-317465-ucwuptgg 182 24 1 1 CD cord-317465-ucwuptgg 182 25 for for IN cord-317465-ucwuptgg 182 26 the the DT cord-317465-ucwuptgg 182 27 period period NN cord-317465-ucwuptgg 182 28 from from IN cord-317465-ucwuptgg 182 29 January January NNP cord-317465-ucwuptgg 182 30 11 11 CD cord-317465-ucwuptgg 182 31 to to IN cord-317465-ucwuptgg 182 32 January January NNP cord-317465-ucwuptgg 182 33 19 19 CD cord-317465-ucwuptgg 182 34 , , , cord-317465-ucwuptgg 182 35 2020 2020 CD cord-317465-ucwuptgg 182 36 ( ( -LRB- cord-317465-ucwuptgg 182 37 4 4 CD cord-317465-ucwuptgg 182 38 to to TO cord-317465-ucwuptgg 182 39 11 11 CD cord-317465-ucwuptgg 182 40 days day NNS cord-317465-ucwuptgg 182 41 before before IN cord-317465-ucwuptgg 182 42 the the DT cord-317465-ucwuptgg 182 43 Wuhan Wuhan NNP cord-317465-ucwuptgg 182 44 lockdown lockdown NN cord-317465-ucwuptgg 182 45 ) ) -RRB- cord-317465-ucwuptgg 182 46 , , , cord-317465-ucwuptgg 182 47 which which WDT cord-317465-ucwuptgg 182 48 can can MD cord-317465-ucwuptgg 182 49 be be VB cord-317465-ucwuptgg 182 50 used use VBN cord-317465-ucwuptgg 182 51 to to TO cord-317465-ucwuptgg 182 52 examine examine VB cord-317465-ucwuptgg 182 53 the the DT cord-317465-ucwuptgg 182 54 parallel parallel JJ cord-317465-ucwuptgg 182 55 trend trend NN cord-317465-ucwuptgg 182 56 assumption assumption NN cord-317465-ucwuptgg 182 57 in in IN cord-317465-ucwuptgg 182 58 the the DT cord-317465-ucwuptgg 182 59 DID do VBD cord-317465-ucwuptgg 182 60 analysis analysis NN cord-317465-ucwuptgg 182 61 ; ; : cord-317465-ucwuptgg 182 62 Before before IN cord-317465-ucwuptgg 182 63 2,t 2,t CD cord-317465-ucwuptgg 182 64 is be VBZ cord-317465-ucwuptgg 182 65 a a DT cord-317465-ucwuptgg 182 66 dummy dummy NN cord-317465-ucwuptgg 182 67 that that WDT cord-317465-ucwuptgg 182 68 takes take VBZ cord-317465-ucwuptgg 182 69 value value NN cord-317465-ucwuptgg 182 70 1 1 CD cord-317465-ucwuptgg 182 71 for for IN cord-317465-ucwuptgg 182 72 the the DT cord-317465-ucwuptgg 182 73 period period NN cord-317465-ucwuptgg 182 74 from from IN cord-317465-ucwuptgg 182 75 January January NNP cord-317465-ucwuptgg 182 76 20 20 CD cord-317465-ucwuptgg 182 77 to to IN cord-317465-ucwuptgg 182 78 January January NNP cord-317465-ucwuptgg 182 79 22 22 CD cord-317465-ucwuptgg 182 80 , , , cord-317465-ucwuptgg 182 81 2020 2020 CD cord-317465-ucwuptgg 182 82 , , , cord-317465-ucwuptgg 182 83 three three CD cord-317465-ucwuptgg 182 84 days day NNS cord-317465-ucwuptgg 182 85 before before IN cord-317465-ucwuptgg 182 86 the the DT cord-317465-ucwuptgg 182 87 unprecedented unprecedented JJ cord-317465-ucwuptgg 182 88 Wuhan Wuhan NNP cord-317465-ucwuptgg 182 89 lockdown lockdown NN cord-317465-ucwuptgg 182 90 , , , cord-317465-ucwuptgg 182 91 but but CC cord-317465-ucwuptgg 182 92 after after IN cord-317465-ucwuptgg 182 93 the the DT cord-317465-ucwuptgg 182 94 official official JJ cord-317465-ucwuptgg 182 95 announcement announcement NN cord-317465-ucwuptgg 182 96 that that IN cord-317465-ucwuptgg 182 97 the the DT cord-317465-ucwuptgg 182 98 Novel Novel NNP cord-317465-ucwuptgg 182 99 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 182 100 can can MD cord-317465-ucwuptgg 182 101 spread spread VB cord-317465-ucwuptgg 182 102 from from IN cord-317465-ucwuptgg 182 103 person person NN cord-317465-ucwuptgg 182 104 to to IN cord-317465-ucwuptgg 182 105 person person NN cord-317465-ucwuptgg 182 106 . . . cord-317465-ucwuptgg 183 1 13 13 CD cord-317465-ucwuptgg 184 1 Before before IN cord-317465-ucwuptgg 184 2 2,t 2,t CD cord-317465-ucwuptgg 184 3 allows allow VBZ cord-317465-ucwuptgg 184 4 us -PRON- PRP cord-317465-ucwuptgg 184 5 to to TO cord-317465-ucwuptgg 184 6 capture capture VB cord-317465-ucwuptgg 184 7 the the DT cord-317465-ucwuptgg 184 8 panic panic NN cord-317465-ucwuptgg 184 9 effect effect NN cord-317465-ucwuptgg 184 10 . . . cord-317465-ucwuptgg 185 1 Finally finally RB cord-317465-ucwuptgg 185 2 , , , cord-317465-ucwuptgg 185 3 After after IN cord-317465-ucwuptgg 185 4 t t NN cord-317465-ucwuptgg 185 5 is be VBZ cord-317465-ucwuptgg 185 6 a a DT cord-317465-ucwuptgg 185 7 dummy dummy NN cord-317465-ucwuptgg 185 8 that that WDT cord-317465-ucwuptgg 185 9 takes take VBZ cord-317465-ucwuptgg 185 10 value value NN cord-317465-ucwuptgg 185 11 1 1 CD cord-317465-ucwuptgg 185 12 for for IN cord-317465-ucwuptgg 185 13 the the DT cord-317465-ucwuptgg 185 14 sample sample NN cord-317465-ucwuptgg 185 15 period period NN cord-317465-ucwuptgg 185 16 after after IN cord-317465-ucwuptgg 185 17 the the DT cord-317465-ucwuptgg 185 18 Wuhan Wuhan NNP cord-317465-ucwuptgg 185 19 lockdown lockdown NN cord-317465-ucwuptgg 185 20 , , , cord-317465-ucwuptgg 185 21 between between IN cord-317465-ucwuptgg 185 22 January January NNP cord-317465-ucwuptgg 185 23 23 23 CD cord-317465-ucwuptgg 185 24 and and CC cord-317465-ucwuptgg 185 25 February February NNP cord-317465-ucwuptgg 185 26 29 29 CD cord-317465-ucwuptgg 185 27 , , , cord-317465-ucwuptgg 185 28 2020 2020 CD cord-317465-ucwuptgg 185 29 . . . cord-317465-ucwuptgg 186 1 The the DT cord-317465-ucwuptgg 186 2 omitted omitted JJ cord-317465-ucwuptgg 186 3 benchmark benchmark JJ cord-317465-ucwuptgg 186 4 period period NN cord-317465-ucwuptgg 186 5 is be VBZ cord-317465-ucwuptgg 186 6 from from IN cord-317465-ucwuptgg 186 7 January January NNP cord-317465-ucwuptgg 186 8 1 1 CD cord-317465-ucwuptgg 186 9 to to IN cord-317465-ucwuptgg 186 10 January January NNP cord-317465-ucwuptgg 186 11 10 10 CD cord-317465-ucwuptgg 186 12 , , , cord-317465-ucwuptgg 186 13 2020 2020 CD cord-317465-ucwuptgg 186 14 . . . cord-317465-ucwuptgg 187 1 13 13 CD cord-317465-ucwuptgg 188 1 On on IN cord-317465-ucwuptgg 188 2 January January NNP cord-317465-ucwuptgg 188 3 20 20 CD cord-317465-ucwuptgg 188 4 , , , cord-317465-ucwuptgg 188 5 2020 2020 CD cord-317465-ucwuptgg 188 6 , , , cord-317465-ucwuptgg 188 7 an an DT cord-317465-ucwuptgg 188 8 expert expert NN cord-317465-ucwuptgg 188 9 at at IN cord-317465-ucwuptgg 188 10 China China NNP cord-317465-ucwuptgg 188 11 CDC CDC NNP cord-317465-ucwuptgg 188 12 confirmed confirm VBD cord-317465-ucwuptgg 188 13 that that IN cord-317465-ucwuptgg 188 14 the the DT cord-317465-ucwuptgg 188 15 Novel Novel NNP cord-317465-ucwuptgg 188 16 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 188 17 can can MD cord-317465-ucwuptgg 188 18 spread spread VB cord-317465-ucwuptgg 188 19 from from IN cord-317465-ucwuptgg 188 20 human human JJ cord-317465-ucwuptgg 188 21 to to IN cord-317465-ucwuptgg 188 22 human human NN cord-317465-ucwuptgg 188 23 . . . cord-317465-ucwuptgg 189 1 The the DT cord-317465-ucwuptgg 189 2 confirmation confirmation NN cord-317465-ucwuptgg 189 3 highlighted highlight VBD cord-317465-ucwuptgg 189 4 the the DT cord-317465-ucwuptgg 189 5 increasing increase VBG cord-317465-ucwuptgg 189 6 risk risk NN cord-317465-ucwuptgg 189 7 of of IN cord-317465-ucwuptgg 189 8 an an DT cord-317465-ucwuptgg 189 9 epidemic epidemic NN cord-317465-ucwuptgg 189 10 . . . cord-317465-ucwuptgg 190 1 Prior prior RB cord-317465-ucwuptgg 190 2 to to IN cord-317465-ucwuptgg 190 3 the the DT cord-317465-ucwuptgg 190 4 January January NNP cord-317465-ucwuptgg 190 5 20 20 CD cord-317465-ucwuptgg 190 6 announcement announcement NN cord-317465-ucwuptgg 190 7 , , , cord-317465-ucwuptgg 190 8 the the DT cord-317465-ucwuptgg 190 9 experts expert NNS cord-317465-ucwuptgg 190 10 ' ' POS cord-317465-ucwuptgg 190 11 assessment assessment NN cord-317465-ucwuptgg 190 12 of of IN cord-317465-ucwuptgg 190 13 the the DT cord-317465-ucwuptgg 190 14 virus virus NN cord-317465-ucwuptgg 190 15 was be VBD cord-317465-ucwuptgg 190 16 that that IN cord-317465-ucwuptgg 190 17 it -PRON- PRP cord-317465-ucwuptgg 190 18 was be VBD cord-317465-ucwuptgg 190 19 " " `` cord-317465-ucwuptgg 190 20 preventable preventable JJ cord-317465-ucwuptgg 190 21 and and CC cord-317465-ucwuptgg 190 22 controllable controllable JJ cord-317465-ucwuptgg 190 23 , , , cord-317465-ucwuptgg 190 24 " " '' cord-317465-ucwuptgg 190 25 and and CC cord-317465-ucwuptgg 190 26 " " `` cord-317465-ucwuptgg 190 27 at at IN cord-317465-ucwuptgg 190 28 this this DT cord-317465-ucwuptgg 190 29 time time NN cord-317465-ucwuptgg 190 30 , , , cord-317465-ucwuptgg 190 31 there there EX cord-317465-ucwuptgg 190 32 is be VBZ cord-317465-ucwuptgg 190 33 no no DT cord-317465-ucwuptgg 190 34 evidence evidence NN cord-317465-ucwuptgg 190 35 of of IN cord-317465-ucwuptgg 190 36 person person NN cord-317465-ucwuptgg 190 37 to to IN cord-317465-ucwuptgg 190 38 person person NN cord-317465-ucwuptgg 190 39 transmission transmission NN cord-317465-ucwuptgg 190 40 . . . cord-317465-ucwuptgg 190 41 " " '' cord-317465-ucwuptgg 191 1 8 8 CD cord-317465-ucwuptgg 191 2 . . . cord-317465-ucwuptgg 192 1 CC CC NNP cord-317465-ucwuptgg 192 2 - - HYPH cord-317465-ucwuptgg 192 3 BY BY NNP cord-317465-ucwuptgg 192 4 - - HYPH cord-317465-ucwuptgg 192 5 NC NC NNP cord-317465-ucwuptgg 192 6 - - HYPH cord-317465-ucwuptgg 192 7 ND ND NNP cord-317465-ucwuptgg 192 8 4.0 4.0 CD cord-317465-ucwuptgg 192 9 International international JJ cord-317465-ucwuptgg 192 10 license license NN cord-317465-ucwuptgg 192 11 It -PRON- PRP cord-317465-ucwuptgg 192 12 is be VBZ cord-317465-ucwuptgg 192 13 made make VBN cord-317465-ucwuptgg 192 14 available available JJ cord-317465-ucwuptgg 192 15 under under IN cord-317465-ucwuptgg 192 16 a a DT cord-317465-ucwuptgg 192 17 author author NN cord-317465-ucwuptgg 192 18 / / SYM cord-317465-ucwuptgg 192 19 funder funder NN cord-317465-ucwuptgg 192 20 , , , cord-317465-ucwuptgg 192 21 who who WP cord-317465-ucwuptgg 192 22 has have VBZ cord-317465-ucwuptgg 192 23 granted grant VBN cord-317465-ucwuptgg 192 24 medRxiv medRxiv NNS cord-317465-ucwuptgg 192 25 a a DT cord-317465-ucwuptgg 192 26 license license NN cord-317465-ucwuptgg 192 27 to to TO cord-317465-ucwuptgg 192 28 display display VB cord-317465-ucwuptgg 192 29 the the DT cord-317465-ucwuptgg 192 30 preprint preprint NN cord-317465-ucwuptgg 192 31 in in IN cord-317465-ucwuptgg 192 32 perpetuity perpetuity NN cord-317465-ucwuptgg 192 33 . . . cord-317465-ucwuptgg 193 1 is be VBZ cord-317465-ucwuptgg 193 2 the the DT cord-317465-ucwuptgg 193 3 ( ( -LRB- cord-317465-ucwuptgg 193 4 which which WDT cord-317465-ucwuptgg 193 5 was be VBD cord-317465-ucwuptgg 193 6 not not RB cord-317465-ucwuptgg 193 7 peer peer NN cord-317465-ucwuptgg 193 8 - - HYPH cord-317465-ucwuptgg 193 9 reviewed review VBN cord-317465-ucwuptgg 193 10 ) ) -RRB- cord-317465-ucwuptgg 194 1 The the DT cord-317465-ucwuptgg 194 2 copyright copyright NN cord-317465-ucwuptgg 194 3 holder holder NN cord-317465-ucwuptgg 194 4 for for IN cord-317465-ucwuptgg 194 5 this this DT cord-317465-ucwuptgg 194 6 preprint preprint NN cord-317465-ucwuptgg 194 7 . . . cord-317465-ucwuptgg 195 1 We -PRON- PRP cord-317465-ucwuptgg 195 2 also also RB cord-317465-ucwuptgg 195 3 estimate estimate VBP cord-317465-ucwuptgg 195 4 the the DT cord-317465-ucwuptgg 195 5 effect effect NN cord-317465-ucwuptgg 195 6 of of IN cord-317465-ucwuptgg 195 7 lockdown lockdown NN cord-317465-ucwuptgg 195 8 on on IN cord-317465-ucwuptgg 195 9 the the DT cord-317465-ucwuptgg 195 10 within within IN cord-317465-ucwuptgg 195 11 - - HYPH cord-317465-ucwuptgg 195 12 city city NN cord-317465-ucwuptgg 195 13 population population NN cord-317465-ucwuptgg 195 14 movement movement NN cord-317465-ucwuptgg 195 15 utilizing utilize VBG cord-317465-ucwuptgg 195 16 the the DT cord-317465-ucwuptgg 195 17 city city NN cord-317465-ucwuptgg 195 18 - - HYPH cord-317465-ucwuptgg 195 19 level level NN cord-317465-ucwuptgg 195 20 data datum NNS cord-317465-ucwuptgg 195 21 and and CC cord-317465-ucwuptgg 195 22 a a DT cord-317465-ucwuptgg 195 23 variety variety NN cord-317465-ucwuptgg 195 24 of of IN cord-317465-ucwuptgg 195 25 DID DID NNP cord-317465-ucwuptgg 195 26 specifications specification NNS cord-317465-ucwuptgg 195 27 : : : cord-317465-ucwuptgg 195 28 where where WRB cord-317465-ucwuptgg 195 29 i i PRP cord-317465-ucwuptgg 195 30 and and CC cord-317465-ucwuptgg 195 31 t t NNP cord-317465-ucwuptgg 195 32 index index NN cord-317465-ucwuptgg 195 33 the the DT cord-317465-ucwuptgg 195 34 city city NN cord-317465-ucwuptgg 195 35 and and CC cord-317465-ucwuptgg 195 36 date date NN cord-317465-ucwuptgg 195 37 . . . cord-317465-ucwuptgg 196 1 Ln(WithinCityFlow Ln(WithinCityFlow NNP cord-317465-ucwuptgg 197 1 i i PRP cord-317465-ucwuptgg 197 2 , , , cord-317465-ucwuptgg 197 3 t t NNP cord-317465-ucwuptgg 197 4 ) ) -RRB- cord-317465-ucwuptgg 197 5 is be VBZ cord-317465-ucwuptgg 197 6 the the DT cord-317465-ucwuptgg 197 7 logarithmic logarithmic NN cord-317465-ucwuptgg 197 8 within within IN cord-317465-ucwuptgg 197 9 - - HYPH cord-317465-ucwuptgg 197 10 city city NN cord-317465-ucwuptgg 197 11 population population NN cord-317465-ucwuptgg 197 12 mobility mobility NN cord-317465-ucwuptgg 197 13 measure measure NN cord-317465-ucwuptgg 197 14 for for IN cord-317465-ucwuptgg 197 15 city city NN cord-317465-ucwuptgg 197 16 i i PRP cord-317465-ucwuptgg 197 17 at at IN cord-317465-ucwuptgg 197 18 date date NN cord-317465-ucwuptgg 198 1 t. t. NNP cord-317465-ucwuptgg 198 2 Similar Similar NNP cord-317465-ucwuptgg 198 3 to to IN cord-317465-ucwuptgg 198 4 Equation equation NN cord-317465-ucwuptgg 198 5 ( ( -LRB- cord-317465-ucwuptgg 198 6 1 1 CD cord-317465-ucwuptgg 198 7 ) ) -RRB- cord-317465-ucwuptgg 199 1 , , , cord-317465-ucwuptgg 199 2 Treat Treat NNP cord-317465-ucwuptgg 199 3 will will MD cord-317465-ucwuptgg 199 4 be be VB cord-317465-ucwuptgg 199 5 defined define VBN cord-317465-ucwuptgg 199 6 according accord VBG cord-317465-ucwuptgg 199 7 to to IN cord-317465-ucwuptgg 199 8 the the DT cord-317465-ucwuptgg 199 9 DID DID NNP cord-317465-ucwuptgg 199 10 design design NN cord-317465-ucwuptgg 199 11 . . . cord-317465-ucwuptgg 200 1 Before before IN cord-317465-ucwuptgg 200 2 1,t 1,t CD cord-317465-ucwuptgg 200 3 , , , cord-317465-ucwuptgg 200 4 Before before IN cord-317465-ucwuptgg 200 5 2,t 2,t CD cord-317465-ucwuptgg 200 6 and and CC cord-317465-ucwuptgg 200 7 After after IN cord-317465-ucwuptgg 200 8 t t NNP cord-317465-ucwuptgg 200 9 are be VBP cord-317465-ucwuptgg 200 10 defined define VBN cord-317465-ucwuptgg 200 11 in in IN cord-317465-ucwuptgg 200 12 the the DT cord-317465-ucwuptgg 200 13 same same JJ cord-317465-ucwuptgg 200 14 way way NN cord-317465-ucwuptgg 200 15 as as IN cord-317465-ucwuptgg 200 16 in in IN cord-317465-ucwuptgg 200 17 Equation equation NN cord-317465-ucwuptgg 200 18 ( ( -LRB- cord-317465-ucwuptgg 200 19 1 1 CD cord-317465-ucwuptgg 200 20 ) ) -RRB- cord-317465-ucwuptgg 200 21 . . . cord-317465-ucwuptgg 201 1 We -PRON- PRP cord-317465-ucwuptgg 201 2 include include VBP cord-317465-ucwuptgg 201 3 the the DT cord-317465-ucwuptgg 201 4 city city NN cord-317465-ucwuptgg 201 5 fixed fix VBN cord-317465-ucwuptgg 201 6 effects effect NNS cord-317465-ucwuptgg 201 7 µ µ NN cord-317465-ucwuptgg 201 8 i i NN cord-317465-ucwuptgg 201 9 and and CC cord-317465-ucwuptgg 201 10 date date NN cord-317465-ucwuptgg 201 11 fixed fix VBN cord-317465-ucwuptgg 201 12 effects effect NNS cord-317465-ucwuptgg 201 13 θ θ NN cord-317465-ucwuptgg 201 14 t t NN cord-317465-ucwuptgg 201 15 . . . cord-317465-ucwuptgg 202 1 The the DT cord-317465-ucwuptgg 202 2 standard standard JJ cord-317465-ucwuptgg 202 3 errors error NNS cord-317465-ucwuptgg 202 4 are be VBP cord-317465-ucwuptgg 202 5 clustered cluster VBN cord-317465-ucwuptgg 202 6 at at IN cord-317465-ucwuptgg 202 7 the the DT cord-317465-ucwuptgg 202 8 daily daily JJ cord-317465-ucwuptgg 202 9 level level NN cord-317465-ucwuptgg 202 10 . . . cord-317465-ucwuptgg 203 1 [ [ -LRB- cord-317465-ucwuptgg 203 2 Table table NN cord-317465-ucwuptgg 203 3 2 2 CD cord-317465-ucwuptgg 203 4 About about IN cord-317465-ucwuptgg 203 5 Here here RB cord-317465-ucwuptgg 203 6 ] ] -RRB- cord-317465-ucwuptgg 204 1 In in IN cord-317465-ucwuptgg 204 2 Table Table NNP cord-317465-ucwuptgg 204 3 2 2 CD cord-317465-ucwuptgg 204 4 , , , cord-317465-ucwuptgg 204 5 we -PRON- PRP cord-317465-ucwuptgg 204 6 report report VBP cord-317465-ucwuptgg 204 7 the the DT cord-317465-ucwuptgg 204 8 results result NNS cord-317465-ucwuptgg 204 9 from from IN cord-317465-ucwuptgg 204 10 three three CD cord-317465-ucwuptgg 204 11 sets set NNS cord-317465-ucwuptgg 204 12 of of IN cord-317465-ucwuptgg 204 13 regressions regression NNS cord-317465-ucwuptgg 204 14 specified specify VBN cord-317465-ucwuptgg 204 15 according accord VBG cord-317465-ucwuptgg 204 16 to to IN cord-317465-ucwuptgg 204 17 Equation equation NN cord-317465-ucwuptgg 204 18 ( ( -LRB- cord-317465-ucwuptgg 204 19 1 1 CD cord-317465-ucwuptgg 204 20 ) ) -RRB- cord-317465-ucwuptgg 204 21 for for IN cord-317465-ucwuptgg 204 22 inter inter JJ cord-317465-ucwuptgg 204 23 - - JJ cord-317465-ucwuptgg 204 24 city city JJ cord-317465-ucwuptgg 204 25 inflows inflow NNS cord-317465-ucwuptgg 204 26 ( ( -LRB- cord-317465-ucwuptgg 204 27 Panel Panel NNP cord-317465-ucwuptgg 204 28 A A NNP cord-317465-ucwuptgg 204 29 ) ) -RRB- cord-317465-ucwuptgg 204 30 and and CC cord-317465-ucwuptgg 204 31 outflows outflow NNS cord-317465-ucwuptgg 204 32 ( ( -LRB- cord-317465-ucwuptgg 204 33 Panel Panel NNP cord-317465-ucwuptgg 204 34 B B NNP cord-317465-ucwuptgg 204 35 ) ) -RRB- cord-317465-ucwuptgg 204 36 , , , cord-317465-ucwuptgg 204 37 and and CC cord-317465-ucwuptgg 204 38 according accord VBG cord-317465-ucwuptgg 204 39 to to IN cord-317465-ucwuptgg 204 40 Equation equation NN cord-317465-ucwuptgg 204 41 ( ( -LRB- cord-317465-ucwuptgg 204 42 2 2 CD cord-317465-ucwuptgg 204 43 ) ) -RRB- cord-317465-ucwuptgg 204 44 for for IN cord-317465-ucwuptgg 204 45 within within IN cord-317465-ucwuptgg 204 46 - - HYPH cord-317465-ucwuptgg 204 47 city city NN cord-317465-ucwuptgg 204 48 movement movement NN cord-317465-ucwuptgg 204 49 ( ( -LRB- cord-317465-ucwuptgg 204 50 Panel Panel NNP cord-317465-ucwuptgg 204 51 C C NNP cord-317465-ucwuptgg 204 52 ) ) -RRB- cord-317465-ucwuptgg 204 53 . . . cord-317465-ucwuptgg 205 1 We -PRON- PRP cord-317465-ucwuptgg 205 2 implement implement VBP cord-317465-ucwuptgg 205 3 three three CD cord-317465-ucwuptgg 205 4 models model NNS cord-317465-ucwuptgg 205 5 that that WDT cord-317465-ucwuptgg 205 6 differ differ VBP cord-317465-ucwuptgg 205 7 in in IN cord-317465-ucwuptgg 205 8 the the DT cord-317465-ucwuptgg 205 9 estimation estimation NN cord-317465-ucwuptgg 205 10 sample sample NN cord-317465-ucwuptgg 205 11 , , , cord-317465-ucwuptgg 205 12 and and CC cord-317465-ucwuptgg 205 13 the the DT cord-317465-ucwuptgg 205 14 definition definition NN cord-317465-ucwuptgg 205 15 of of IN cord-317465-ucwuptgg 205 16 the the DT cord-317465-ucwuptgg 205 17 variable variable JJ cord-317465-ucwuptgg 205 18 Treat treat NN cord-317465-ucwuptgg 205 19 . . . cord-317465-ucwuptgg 206 1 Model model NN cord-317465-ucwuptgg 206 2 1 1 CD cord-317465-ucwuptgg 206 3 : : : cord-317465-ucwuptgg 206 4 Wuhan Wuhan NNP cord-317465-ucwuptgg 206 5 2020 2020 CD cord-317465-ucwuptgg 206 6 vs. vs. IN cord-317465-ucwuptgg 206 7 284 284 CD cord-317465-ucwuptgg 206 8 Unlocked Unlocked NNP cord-317465-ucwuptgg 206 9 Cities Cities NNPS cord-317465-ucwuptgg 206 10 in in IN cord-317465-ucwuptgg 206 11 2020 2020 CD cord-317465-ucwuptgg 206 12 . . . cord-317465-ucwuptgg 207 1 The the DT cord-317465-ucwuptgg 207 2 estimation estimation NN cord-317465-ucwuptgg 207 3 sample sample NN cord-317465-ucwuptgg 207 4 used use VBN cord-317465-ucwuptgg 207 5 in in IN cord-317465-ucwuptgg 207 6 the the DT cord-317465-ucwuptgg 207 7 regressions regression NNS cord-317465-ucwuptgg 207 8 reported report VBN cord-317465-ucwuptgg 207 9 in in IN cord-317465-ucwuptgg 207 10 Column Column NNP cord-317465-ucwuptgg 207 11 ( ( -LRB- cord-317465-ucwuptgg 207 12 1 1 CD cord-317465-ucwuptgg 207 13 ) ) -RRB- cord-317465-ucwuptgg 207 14 is be VBZ cord-317465-ucwuptgg 207 15 the the DT cord-317465-ucwuptgg 207 16 2020 2020 CD cord-317465-ucwuptgg 207 17 data datum NNS cord-317465-ucwuptgg 207 18 for for IN cord-317465-ucwuptgg 207 19 Wuhan Wuhan NNP cord-317465-ucwuptgg 207 20 and and CC cord-317465-ucwuptgg 207 21 284 284 CD cord-317465-ucwuptgg 207 22 cities city NNS cord-317465-ucwuptgg 207 23 that that WDT cord-317465-ucwuptgg 207 24 were be VBD cord-317465-ucwuptgg 207 25 never never RB cord-317465-ucwuptgg 207 26 locked lock VBN cord-317465-ucwuptgg 207 27 down down RP cord-317465-ucwuptgg 207 28 during during IN cord-317465-ucwuptgg 207 29 the the DT cord-317465-ucwuptgg 207 30 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 207 31 outbreak outbreak NN cord-317465-ucwuptgg 207 32 . . . cord-317465-ucwuptgg 208 1 14 14 CD cord-317465-ucwuptgg 209 1 In in IN cord-317465-ucwuptgg 209 2 Panel Panel NNP cord-317465-ucwuptgg 209 3 A A NNP cord-317465-ucwuptgg 209 4 when when WRB cord-317465-ucwuptgg 209 5 we -PRON- PRP cord-317465-ucwuptgg 209 6 examine examine VBP cord-317465-ucwuptgg 209 7 the the DT cord-317465-ucwuptgg 209 8 inflow inflow JJ cord-317465-ucwuptgg 209 9 population population NN cord-317465-ucwuptgg 209 10 , , , cord-317465-ucwuptgg 209 11 Treat Treat NNP cord-317465-ucwuptgg 209 12 takes take VBZ cord-317465-ucwuptgg 209 13 value value NN cord-317465-ucwuptgg 209 14 1 1 CD cord-317465-ucwuptgg 209 15 if if IN cord-317465-ucwuptgg 209 16 the the DT cord-317465-ucwuptgg 209 17 destination destination NN cord-317465-ucwuptgg 209 18 city city NN cord-317465-ucwuptgg 209 19 i i PRP cord-317465-ucwuptgg 209 20 is be VBZ cord-317465-ucwuptgg 209 21 Wuhan Wuhan NNP cord-317465-ucwuptgg 209 22 ; ; : cord-317465-ucwuptgg 209 23 in in IN cord-317465-ucwuptgg 209 24 Panel Panel NNP cord-317465-ucwuptgg 209 25 B B NNP cord-317465-ucwuptgg 209 26 when when WRB cord-317465-ucwuptgg 209 27 we -PRON- PRP cord-317465-ucwuptgg 209 28 examine examine VBP cord-317465-ucwuptgg 209 29 the the DT cord-317465-ucwuptgg 209 30 outflow outflow NN cord-317465-ucwuptgg 209 31 population population NN cord-317465-ucwuptgg 209 32 , , , cord-317465-ucwuptgg 209 33 Treat Treat NNP cord-317465-ucwuptgg 209 34 takes take VBZ cord-317465-ucwuptgg 209 35 value value NN cord-317465-ucwuptgg 209 36 1 1 CD cord-317465-ucwuptgg 209 37 if if IN cord-317465-ucwuptgg 209 38 the the DT cord-317465-ucwuptgg 209 39 origination origination NN cord-317465-ucwuptgg 209 40 city city NN cord-317465-ucwuptgg 209 41 j j NNP cord-317465-ucwuptgg 209 42 is be VBZ cord-317465-ucwuptgg 209 43 Wuhan Wuhan NNP cord-317465-ucwuptgg 209 44 . . . cord-317465-ucwuptgg 210 1 The the DT cord-317465-ucwuptgg 210 2 control control NN cord-317465-ucwuptgg 210 3 group group NN cord-317465-ucwuptgg 210 4 consists consist VBZ cord-317465-ucwuptgg 210 5 of of IN cord-317465-ucwuptgg 210 6 284 284 CD cord-317465-ucwuptgg 210 7 cities city NNS cord-317465-ucwuptgg 210 8 that that WDT cord-317465-ucwuptgg 210 9 are be VBP cord-317465-ucwuptgg 210 10 not not RB cord-317465-ucwuptgg 210 11 subject subject JJ cord-317465-ucwuptgg 210 12 to to IN cord-317465-ucwuptgg 210 13 any any DT cord-317465-ucwuptgg 210 14 mobility mobility NN cord-317465-ucwuptgg 210 15 restrictions restriction NNS cord-317465-ucwuptgg 210 16 . . . cord-317465-ucwuptgg 211 1 In in IN cord-317465-ucwuptgg 211 2 Panel Panel NNP cord-317465-ucwuptgg 211 3 C C NNP cord-317465-ucwuptgg 211 4 when when WRB cord-317465-ucwuptgg 211 5 we -PRON- PRP cord-317465-ucwuptgg 211 6 examine examine VBP cord-317465-ucwuptgg 211 7 the the DT cord-317465-ucwuptgg 211 8 within within IN cord-317465-ucwuptgg 211 9 - - HYPH cord-317465-ucwuptgg 211 10 city city NN cord-317465-ucwuptgg 211 11 mobility mobility NN cord-317465-ucwuptgg 211 12 , , , cord-317465-ucwuptgg 211 13 Treat Treat NNP cord-317465-ucwuptgg 211 14 takes take VBZ cord-317465-ucwuptgg 211 15 value value NN cord-317465-ucwuptgg 211 16 1 1 CD cord-317465-ucwuptgg 211 17 if if IN cord-317465-ucwuptgg 211 18 city city NN cord-317465-ucwuptgg 211 19 i i PRP cord-317465-ucwuptgg 211 20 is be VBZ cord-317465-ucwuptgg 211 21 Wuhan Wuhan NNP cord-317465-ucwuptgg 211 22 . . . cord-317465-ucwuptgg 212 1 We -PRON- PRP cord-317465-ucwuptgg 212 2 interpret interpret VBP cord-317465-ucwuptgg 212 3 the the DT cord-317465-ucwuptgg 212 4 coefficient coefficient NN cord-317465-ucwuptgg 212 5 estimate estimate NN cord-317465-ucwuptgg 212 6 of of IN cord-317465-ucwuptgg 212 7 Treat Treat NNP cord-317465-ucwuptgg 212 8 * * NFP cord-317465-ucwuptgg 212 9 Before before IN cord-317465-ucwuptgg 212 10 2,t 2,t CD cord-317465-ucwuptgg 212 11 as as IN cord-317465-ucwuptgg 212 12 measuring measure VBG cord-317465-ucwuptgg 212 13 the the DT cord-317465-ucwuptgg 212 14 panic panic NN cord-317465-ucwuptgg 212 15 effect effect NN cord-317465-ucwuptgg 212 16 of of IN cord-317465-ucwuptgg 212 17 Wuhan Wuhan NNP cord-317465-ucwuptgg 212 18 relative relative JJ cord-317465-ucwuptgg 212 19 to to IN cord-317465-ucwuptgg 212 20 the the DT cord-317465-ucwuptgg 212 21 unlocked unlocked JJ cord-317465-ucwuptgg 212 22 cities city NNS cord-317465-ucwuptgg 212 23 ; ; : cord-317465-ucwuptgg 212 24 and and CC cord-317465-ucwuptgg 212 25 the the DT cord-317465-ucwuptgg 212 26 coefficient coefficient NN cord-317465-ucwuptgg 212 27 estimate estimate NN cord-317465-ucwuptgg 212 28 of of IN cord-317465-ucwuptgg 212 29 Treat Treat NNP cord-317465-ucwuptgg 212 30 * * NFP cord-317465-ucwuptgg 212 31 After after IN cord-317465-ucwuptgg 212 32 t t NNP cord-317465-ucwuptgg 212 33 as as IN cord-317465-ucwuptgg 212 34 measuring measure VBG cord-317465-ucwuptgg 212 35 the the DT cord-317465-ucwuptgg 212 36 lockdown lockdown NN cord-317465-ucwuptgg 212 37 effect effect NN cord-317465-ucwuptgg 212 38 . . . cord-317465-ucwuptgg 212 39 15 15 CD cord-317465-ucwuptgg 212 40 The the DT cord-317465-ucwuptgg 212 41 coefficient coefficient NN cord-317465-ucwuptgg 212 42 estimate estimate NN cord-317465-ucwuptgg 212 43 of of IN cord-317465-ucwuptgg 212 44 Treat Treat NNP cord-317465-ucwuptgg 212 45 * * NFP cord-317465-ucwuptgg 212 46 Before before IN cord-317465-ucwuptgg 212 47 1,t 1,t CD cord-317465-ucwuptgg 212 48 allows allow VBZ cord-317465-ucwuptgg 212 49 us -PRON- PRP cord-317465-ucwuptgg 212 50 to to TO cord-317465-ucwuptgg 212 51 examine examine VB cord-317465-ucwuptgg 212 52 whether whether IN cord-317465-ucwuptgg 212 53 the the DT cord-317465-ucwuptgg 212 54 parallel parallel JJ cord-317465-ucwuptgg 212 55 trend trend NN cord-317465-ucwuptgg 212 56 assumption assumption NN cord-317465-ucwuptgg 212 57 for for IN cord-317465-ucwuptgg 212 58 DID DID NNP cord-317465-ucwuptgg 212 59 is be VBZ cord-317465-ucwuptgg 212 60 14 14 CD cord-317465-ucwuptgg 212 61 Recall recall VB cord-317465-ucwuptgg 212 62 that that IN cord-317465-ucwuptgg 212 63 Baidu Baidu NNP cord-317465-ucwuptgg 212 64 Migration Migration NNP cord-317465-ucwuptgg 212 65 data datum NNS cord-317465-ucwuptgg 212 66 covers cover VBZ cord-317465-ucwuptgg 212 67 364 364 CD cord-317465-ucwuptgg 212 68 Chinese chinese JJ cord-317465-ucwuptgg 212 69 cities city NNS cord-317465-ucwuptgg 212 70 , , , cord-317465-ucwuptgg 212 71 80 80 CD cord-317465-ucwuptgg 212 72 cities city NNS cord-317465-ucwuptgg 212 73 implemented implement VBD cord-317465-ucwuptgg 212 74 some some DT cord-317465-ucwuptgg 212 75 level level NN cord-317465-ucwuptgg 212 76 of of IN cord-317465-ucwuptgg 212 77 mobility mobility NN cord-317465-ucwuptgg 212 78 restrictions restriction NNS cord-317465-ucwuptgg 212 79 ( ( -LRB- cord-317465-ucwuptgg 212 80 see see VB cord-317465-ucwuptgg 212 81 Table Table NNP cord-317465-ucwuptgg 212 82 A1 A1 NNP cord-317465-ucwuptgg 212 83 ) ) -RRB- cord-317465-ucwuptgg 212 84 . . . cord-317465-ucwuptgg 213 1 15 15 CD cord-317465-ucwuptgg 214 1 If if IN cord-317465-ucwuptgg 214 2 the the DT cord-317465-ucwuptgg 214 3 virus virus NN cord-317465-ucwuptgg 214 4 effect effect NN cord-317465-ucwuptgg 214 5 is be VBZ cord-317465-ucwuptgg 214 6 stronger strong JJR cord-317465-ucwuptgg 214 7 in in IN cord-317465-ucwuptgg 214 8 Wuhan Wuhan NNP cord-317465-ucwuptgg 214 9 than than IN cord-317465-ucwuptgg 214 10 in in IN cord-317465-ucwuptgg 214 11 the the DT cord-317465-ucwuptgg 214 12 unlocked unlocked JJ cord-317465-ucwuptgg 214 13 control control NN cord-317465-ucwuptgg 214 14 cities city NNS cord-317465-ucwuptgg 214 15 , , , cord-317465-ucwuptgg 214 16 then then RB cord-317465-ucwuptgg 214 17 the the DT cord-317465-ucwuptgg 214 18 coefficient coefficient NN cord-317465-ucwuptgg 214 19 estimate estimate NN cord-317465-ucwuptgg 214 20 of of IN cord-317465-ucwuptgg 214 21 Treat Treat NNP cord-317465-ucwuptgg 214 22 * * NFP cord-317465-ucwuptgg 214 23 After after IN cord-317465-ucwuptgg 214 24 t t NNP cord-317465-ucwuptgg 214 25 also also RB cord-317465-ucwuptgg 214 26 includes include VBZ cord-317465-ucwuptgg 214 27 the the DT cord-317465-ucwuptgg 214 28 excess excess JJ cord-317465-ucwuptgg 214 29 virus virus NN cord-317465-ucwuptgg 214 30 effect effect NN cord-317465-ucwuptgg 214 31 on on IN cord-317465-ucwuptgg 214 32 the the DT cord-317465-ucwuptgg 214 33 population population NN cord-317465-ucwuptgg 214 34 in in IN cord-317465-ucwuptgg 214 35 Wuhan Wuhan NNP cord-317465-ucwuptgg 214 36 over over IN cord-317465-ucwuptgg 214 37 the the DT cord-317465-ucwuptgg 214 38 average average JJ cord-317465-ucwuptgg 214 39 virus virus NN cord-317465-ucwuptgg 214 40 effect effect NN cord-317465-ucwuptgg 214 41 experienced experience VBN cord-317465-ucwuptgg 214 42 by by IN cord-317465-ucwuptgg 214 43 the the DT cord-317465-ucwuptgg 214 44 population population NN cord-317465-ucwuptgg 214 45 in in IN cord-317465-ucwuptgg 214 46 the the DT cord-317465-ucwuptgg 214 47 control control NN cord-317465-ucwuptgg 214 48 cities city NNS cord-317465-ucwuptgg 214 49 . . . cord-317465-ucwuptgg 214 50 . . . cord-317465-ucwuptgg 215 1 CC CC NNP cord-317465-ucwuptgg 215 2 - - HYPH cord-317465-ucwuptgg 215 3 BY BY NNP cord-317465-ucwuptgg 215 4 - - HYPH cord-317465-ucwuptgg 215 5 NC NC NNP cord-317465-ucwuptgg 215 6 - - HYPH cord-317465-ucwuptgg 215 7 ND ND NNP cord-317465-ucwuptgg 215 8 4.0 4.0 CD cord-317465-ucwuptgg 215 9 International international JJ cord-317465-ucwuptgg 215 10 license license NN cord-317465-ucwuptgg 216 1 It -PRON- PRP cord-317465-ucwuptgg 216 2 is be VBZ cord-317465-ucwuptgg 216 3 made make VBN cord-317465-ucwuptgg 216 4 available available JJ cord-317465-ucwuptgg 216 5 under under IN cord-317465-ucwuptgg 216 6 a a DT cord-317465-ucwuptgg 216 7 author author NN cord-317465-ucwuptgg 216 8 / / SYM cord-317465-ucwuptgg 216 9 funder funder NN cord-317465-ucwuptgg 216 10 , , , cord-317465-ucwuptgg 216 11 who who WP cord-317465-ucwuptgg 216 12 has have VBZ cord-317465-ucwuptgg 216 13 granted grant VBN cord-317465-ucwuptgg 216 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 216 15 a a DT cord-317465-ucwuptgg 216 16 license license NN cord-317465-ucwuptgg 216 17 to to TO cord-317465-ucwuptgg 216 18 display display VB cord-317465-ucwuptgg 216 19 the the DT cord-317465-ucwuptgg 216 20 preprint preprint NN cord-317465-ucwuptgg 216 21 in in IN cord-317465-ucwuptgg 216 22 perpetuity perpetuity NN cord-317465-ucwuptgg 216 23 . . . cord-317465-ucwuptgg 217 1 is be VBZ cord-317465-ucwuptgg 217 2 the the DT cord-317465-ucwuptgg 217 3 ( ( -LRB- cord-317465-ucwuptgg 217 4 which which WDT cord-317465-ucwuptgg 217 5 was be VBD cord-317465-ucwuptgg 217 6 not not RB cord-317465-ucwuptgg 217 7 peer peer NN cord-317465-ucwuptgg 217 8 - - HYPH cord-317465-ucwuptgg 217 9 reviewed review VBN cord-317465-ucwuptgg 217 10 ) ) -RRB- cord-317465-ucwuptgg 218 1 The the DT cord-317465-ucwuptgg 218 2 copyright copyright NN cord-317465-ucwuptgg 218 3 holder holder NN cord-317465-ucwuptgg 218 4 for for IN cord-317465-ucwuptgg 218 5 this this DT cord-317465-ucwuptgg 218 6 preprint preprint NN cord-317465-ucwuptgg 218 7 . . . cord-317465-ucwuptgg 219 1 satisfied satisfied JJ cord-317465-ucwuptgg 219 2 . . . cord-317465-ucwuptgg 220 1 It -PRON- PRP cord-317465-ucwuptgg 220 2 is be VBZ cord-317465-ucwuptgg 220 3 important important JJ cord-317465-ucwuptgg 220 4 to to TO cord-317465-ucwuptgg 220 5 note note VB cord-317465-ucwuptgg 220 6 that that IN cord-317465-ucwuptgg 220 7 the the DT cord-317465-ucwuptgg 220 8 possibly possibly JJ cord-317465-ucwuptgg 220 9 time time NN cord-317465-ucwuptgg 220 10 - - HYPH cord-317465-ucwuptgg 220 11 varying vary VBG cord-317465-ucwuptgg 220 12 Spring Spring NNP cord-317465-ucwuptgg 220 13 Festival Festival NNP cord-317465-ucwuptgg 220 14 effects effect NNS cord-317465-ucwuptgg 220 15 and and CC cord-317465-ucwuptgg 220 16 the the DT cord-317465-ucwuptgg 220 17 virus virus NN cord-317465-ucwuptgg 220 18 effects effect NNS cord-317465-ucwuptgg 220 19 are be VBP cord-317465-ucwuptgg 220 20 both both DT cord-317465-ucwuptgg 220 21 absorbed absorb VBN cord-317465-ucwuptgg 220 22 in in IN cord-317465-ucwuptgg 220 23 the the DT cord-317465-ucwuptgg 220 24 day day NN cord-317465-ucwuptgg 220 25 fixed fix VBN cord-317465-ucwuptgg 220 26 effects effect NNS cord-317465-ucwuptgg 220 27 . . . cord-317465-ucwuptgg 221 1 Based base VBN cord-317465-ucwuptgg 221 2 on on IN cord-317465-ucwuptgg 221 3 the the DT cord-317465-ucwuptgg 221 4 coefficient coefficient NN cord-317465-ucwuptgg 221 5 estimate estimate NN cord-317465-ucwuptgg 221 6 of of IN cord-317465-ucwuptgg 221 7 the the DT cord-317465-ucwuptgg 221 8 term term NN cord-317465-ucwuptgg 221 9 Treat Treat NNP cord-317465-ucwuptgg 222 1 * * NFP cord-317465-ucwuptgg 222 2 After after IN cord-317465-ucwuptgg 222 3 t t NNP cord-317465-ucwuptgg 222 4 , , , cord-317465-ucwuptgg 222 5 we -PRON- PRP cord-317465-ucwuptgg 222 6 find find VBP cord-317465-ucwuptgg 222 7 that that IN cord-317465-ucwuptgg 222 8 Wuhan Wuhan NNP cord-317465-ucwuptgg 222 9 's 's POS cord-317465-ucwuptgg 222 10 lockdown lockdown NN cord-317465-ucwuptgg 222 11 reduces reduce VBZ cord-317465-ucwuptgg 222 12 the the DT cord-317465-ucwuptgg 222 13 inflow inflow JJ cord-317465-ucwuptgg 222 14 population population NN cord-317465-ucwuptgg 222 15 to to IN cord-317465-ucwuptgg 222 16 Wuhan Wuhan NNP cord-317465-ucwuptgg 222 17 by by IN cord-317465-ucwuptgg 222 18 88.06 88.06 CD cord-317465-ucwuptgg 222 19 % % NN cord-317465-ucwuptgg 222 20 (= (= NNP cord-317465-ucwuptgg 222 21 1 1 CD cord-317465-ucwuptgg 222 22 − − NN cord-317465-ucwuptgg 222 23 exp(−2.215 exp(−2.215 NNP cord-317465-ucwuptgg 222 24 ) ) -RRB- cord-317465-ucwuptgg 222 25 ) ) -RRB- cord-317465-ucwuptgg 222 26 , , , cord-317465-ucwuptgg 222 27 the the DT cord-317465-ucwuptgg 222 28 outflow outflow JJ cord-317465-ucwuptgg 222 29 population population NN cord-317465-ucwuptgg 222 30 from from IN cord-317465-ucwuptgg 222 31 Wuhan Wuhan NNP cord-317465-ucwuptgg 222 32 by by IN cord-317465-ucwuptgg 222 33 74.44 74.44 CD cord-317465-ucwuptgg 222 34 % % NN cord-317465-ucwuptgg 222 35 (= (= NNP cord-317465-ucwuptgg 222 36 1 1 CD cord-317465-ucwuptgg 222 37 − − NNP cord-317465-ucwuptgg 222 38 exp(−1.364 exp(−1.364 NNP cord-317465-ucwuptgg 222 39 ) ) -RRB- cord-317465-ucwuptgg 222 40 ) ) -RRB- cord-317465-ucwuptgg 222 41 , , , cord-317465-ucwuptgg 222 42 and and CC cord-317465-ucwuptgg 222 43 within within IN cord-317465-ucwuptgg 222 44 - - HYPH cord-317465-ucwuptgg 222 45 city city NN cord-317465-ucwuptgg 222 46 population population NN cord-317465-ucwuptgg 222 47 movements movement NNS cord-317465-ucwuptgg 222 48 in in IN cord-317465-ucwuptgg 222 49 Wuhan Wuhan NNP cord-317465-ucwuptgg 222 50 by by IN cord-317465-ucwuptgg 222 51 73.79%(= 73.79%(= CD cord-317465-ucwuptgg 222 52 1 1 CD cord-317465-ucwuptgg 222 53 − − NN cord-317465-ucwuptgg 222 54 exp(−1.339 exp(−1.339 NNP cord-317465-ucwuptgg 222 55 ) ) -RRB- cord-317465-ucwuptgg 222 56 ) ) -RRB- cord-317465-ucwuptgg 222 57 , , , cord-317465-ucwuptgg 222 58 relative relative JJ cord-317465-ucwuptgg 222 59 to to IN cord-317465-ucwuptgg 222 60 all all DT cord-317465-ucwuptgg 222 61 other other JJ cord-317465-ucwuptgg 222 62 unlocked unlocked JJ cord-317465-ucwuptgg 222 63 cities city NNS cord-317465-ucwuptgg 222 64 in in IN cord-317465-ucwuptgg 222 65 the the DT cord-317465-ucwuptgg 222 66 post post JJ cord-317465-ucwuptgg 222 67 - - JJ cord-317465-ucwuptgg 222 68 lockdown lockdown JJ cord-317465-ucwuptgg 222 69 period period NN cord-317465-ucwuptgg 222 70 in in IN cord-317465-ucwuptgg 222 71 2020 2020 CD cord-317465-ucwuptgg 222 72 . . . cord-317465-ucwuptgg 223 1 In in IN cord-317465-ucwuptgg 223 2 Panel Panel NNP cord-317465-ucwuptgg 223 3 C C NNP cord-317465-ucwuptgg 223 4 , , , cord-317465-ucwuptgg 223 5 we -PRON- PRP cord-317465-ucwuptgg 223 6 also also RB cord-317465-ucwuptgg 223 7 find find VBP cord-317465-ucwuptgg 223 8 that that IN cord-317465-ucwuptgg 223 9 the the DT cord-317465-ucwuptgg 223 10 coefficient coefficient NN cord-317465-ucwuptgg 223 11 of of IN cord-317465-ucwuptgg 223 12 Treat Treat NNP cord-317465-ucwuptgg 223 13 * * NFP cord-317465-ucwuptgg 223 14 Before before IN cord-317465-ucwuptgg 223 15 2,t 2,t CD cord-317465-ucwuptgg 223 16 is be VBZ cord-317465-ucwuptgg 223 17 significantly significantly RB cord-317465-ucwuptgg 223 18 negative negative JJ cord-317465-ucwuptgg 223 19 at at IN cord-317465-ucwuptgg 223 20 -0.323 -0.323 NNP cord-317465-ucwuptgg 223 21 , , , cord-317465-ucwuptgg 223 22 suggesting suggest VBG cord-317465-ucwuptgg 223 23 that that IN cord-317465-ucwuptgg 223 24 the the DT cord-317465-ucwuptgg 223 25 official official JJ cord-317465-ucwuptgg 223 26 confirmation confirmation NN cord-317465-ucwuptgg 223 27 of of IN cord-317465-ucwuptgg 223 28 the the DT cord-317465-ucwuptgg 223 29 person person NN cord-317465-ucwuptgg 223 30 - - HYPH cord-317465-ucwuptgg 223 31 toperson toperson NN cord-317465-ucwuptgg 223 32 transmission transmission NN cord-317465-ucwuptgg 223 33 reduces reduce VBZ cord-317465-ucwuptgg 223 34 the the DT cord-317465-ucwuptgg 223 35 within within IN cord-317465-ucwuptgg 223 36 - - HYPH cord-317465-ucwuptgg 223 37 city city NN cord-317465-ucwuptgg 223 38 movement movement NN cord-317465-ucwuptgg 223 39 in in IN cord-317465-ucwuptgg 223 40 Wuhan Wuhan NNP cord-317465-ucwuptgg 223 41 by by IN cord-317465-ucwuptgg 223 42 27.6 27.6 CD cord-317465-ucwuptgg 223 43 % % NN cord-317465-ucwuptgg 223 44 from from IN cord-317465-ucwuptgg 223 45 Jan Jan NNP cord-317465-ucwuptgg 223 46 20 20 CD cord-317465-ucwuptgg 223 47 to to IN cord-317465-ucwuptgg 223 48 Jan Jan NNP cord-317465-ucwuptgg 223 49 22 22 CD cord-317465-ucwuptgg 223 50 in in IN cord-317465-ucwuptgg 223 51 2020 2020 CD cord-317465-ucwuptgg 223 52 . . . cord-317465-ucwuptgg 224 1 This this DT cord-317465-ucwuptgg 224 2 points point VBZ cord-317465-ucwuptgg 224 3 to to IN cord-317465-ucwuptgg 224 4 a a DT cord-317465-ucwuptgg 224 5 panic panic NN cord-317465-ucwuptgg 224 6 effect effect NN cord-317465-ucwuptgg 224 7 for for IN cord-317465-ucwuptgg 224 8 the the DT cord-317465-ucwuptgg 224 9 within within IN cord-317465-ucwuptgg 224 10 - - HYPH cord-317465-ucwuptgg 224 11 city city NN cord-317465-ucwuptgg 224 12 population population NN cord-317465-ucwuptgg 224 13 flow flow VBP cord-317465-ucwuptgg 224 14 in in IN cord-317465-ucwuptgg 224 15 Wuhan Wuhan NNP cord-317465-ucwuptgg 224 16 , , , cord-317465-ucwuptgg 224 17 but but CC cord-317465-ucwuptgg 224 18 we -PRON- PRP cord-317465-ucwuptgg 224 19 do do VBP cord-317465-ucwuptgg 224 20 not not RB cord-317465-ucwuptgg 224 21 observe observe VB cord-317465-ucwuptgg 224 22 a a DT cord-317465-ucwuptgg 224 23 significant significant JJ cord-317465-ucwuptgg 224 24 panic panic NN cord-317465-ucwuptgg 224 25 effect effect NN cord-317465-ucwuptgg 224 26 for for IN cord-317465-ucwuptgg 224 27 inter inter JJ cord-317465-ucwuptgg 224 28 - - JJ cord-317465-ucwuptgg 224 29 city city JJ cord-317465-ucwuptgg 224 30 flows flow NNS cord-317465-ucwuptgg 224 31 in in IN cord-317465-ucwuptgg 224 32 and and CC cord-317465-ucwuptgg 224 33 out out IN cord-317465-ucwuptgg 224 34 of of IN cord-317465-ucwuptgg 224 35 Wuhan Wuhan NNP cord-317465-ucwuptgg 224 36 in in IN cord-317465-ucwuptgg 224 37 Model Model NNP cord-317465-ucwuptgg 224 38 1 1 CD cord-317465-ucwuptgg 224 39 . . . cord-317465-ucwuptgg 225 1 Model model NN cord-317465-ucwuptgg 225 2 2 2 CD cord-317465-ucwuptgg 225 3 : : : cord-317465-ucwuptgg 225 4 Wuhan Wuhan NNP cord-317465-ucwuptgg 225 5 2020 2020 CD cord-317465-ucwuptgg 225 6 vs. vs. IN cord-317465-ucwuptgg 225 7 Wuhan Wuhan NNP cord-317465-ucwuptgg 225 8 2019 2019 CD cord-317465-ucwuptgg 225 9 . . . cord-317465-ucwuptgg 226 1 Model model NN cord-317465-ucwuptgg 226 2 1 1 CD cord-317465-ucwuptgg 226 3 could could MD cord-317465-ucwuptgg 226 4 be be VB cord-317465-ucwuptgg 226 5 criticized criticize VBN cord-317465-ucwuptgg 226 6 on on IN cord-317465-ucwuptgg 226 7 the the DT cord-317465-ucwuptgg 226 8 ground ground NN cord-317465-ucwuptgg 226 9 that that IN cord-317465-ucwuptgg 226 10 Wuhan Wuhan NNP cord-317465-ucwuptgg 226 11 may may MD cord-317465-ucwuptgg 226 12 not not RB cord-317465-ucwuptgg 226 13 be be VB cord-317465-ucwuptgg 226 14 comparable comparable JJ cord-317465-ucwuptgg 226 15 to to IN cord-317465-ucwuptgg 226 16 the the DT cord-317465-ucwuptgg 226 17 284 284 CD cord-317465-ucwuptgg 226 18 unlocked unlock VBN cord-317465-ucwuptgg 226 19 cities city NNS cord-317465-ucwuptgg 226 20 -after -after . cord-317465-ucwuptgg 227 1 all all DT cord-317465-ucwuptgg 227 2 , , , cord-317465-ucwuptgg 227 3 these these DT cord-317465-ucwuptgg 227 4 284 284 CD cord-317465-ucwuptgg 227 5 cities city NNS cord-317465-ucwuptgg 227 6 that that WDT cord-317465-ucwuptgg 227 7 never never RB cord-317465-ucwuptgg 227 8 imposed impose VBD cord-317465-ucwuptgg 227 9 any any DT cord-317465-ucwuptgg 227 10 mobility mobility NN cord-317465-ucwuptgg 227 11 restrictions restriction NNS cord-317465-ucwuptgg 227 12 in in IN cord-317465-ucwuptgg 227 13 the the DT cord-317465-ucwuptgg 227 14 COVID-19 covid-19 JJ cord-317465-ucwuptgg 227 15 outbreak outbreak NN cord-317465-ucwuptgg 227 16 could could MD cord-317465-ucwuptgg 227 17 be be VB cord-317465-ucwuptgg 227 18 very very RB cord-317465-ucwuptgg 227 19 different different JJ cord-317465-ucwuptgg 227 20 from from IN cord-317465-ucwuptgg 227 21 Wuhan Wuhan NNP cord-317465-ucwuptgg 227 22 . . . cord-317465-ucwuptgg 228 1 In in IN cord-317465-ucwuptgg 228 2 Model Model NNP cord-317465-ucwuptgg 228 3 2 2 CD cord-317465-ucwuptgg 228 4 , , , cord-317465-ucwuptgg 228 5 we -PRON- PRP cord-317465-ucwuptgg 228 6 compare compare VBP cord-317465-ucwuptgg 228 7 the the DT cord-317465-ucwuptgg 228 8 population population NN cord-317465-ucwuptgg 228 9 movements movement NNS cord-317465-ucwuptgg 228 10 of of IN cord-317465-ucwuptgg 228 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 228 12 in in IN cord-317465-ucwuptgg 228 13 2020 2020 CD cord-317465-ucwuptgg 228 14 to to IN cord-317465-ucwuptgg 228 15 itself -PRON- PRP cord-317465-ucwuptgg 228 16 in in IN cord-317465-ucwuptgg 228 17 the the DT cord-317465-ucwuptgg 228 18 same same JJ cord-317465-ucwuptgg 228 19 matched match VBN cord-317465-ucwuptgg 228 20 lunar lunar JJ cord-317465-ucwuptgg 228 21 calendar calendar NN cord-317465-ucwuptgg 228 22 period period NN cord-317465-ucwuptgg 228 23 in in IN cord-317465-ucwuptgg 228 24 2019 2019 CD cord-317465-ucwuptgg 228 25 , , , cord-317465-ucwuptgg 228 26 during during IN cord-317465-ucwuptgg 228 27 which which WDT cord-317465-ucwuptgg 228 28 Wuhan Wuhan NNP cord-317465-ucwuptgg 228 29 is be VBZ cord-317465-ucwuptgg 228 30 free free JJ cord-317465-ucwuptgg 228 31 of of IN cord-317465-ucwuptgg 228 32 lockdown lockdown NN cord-317465-ucwuptgg 228 33 and and CC cord-317465-ucwuptgg 228 34 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 228 35 outbreak outbreak NN cord-317465-ucwuptgg 228 36 . . . cord-317465-ucwuptgg 229 1 Thus thus RB cord-317465-ucwuptgg 229 2 , , , cord-317465-ucwuptgg 229 3 the the DT cord-317465-ucwuptgg 229 4 estimation estimation NN cord-317465-ucwuptgg 229 5 sample sample NN cord-317465-ucwuptgg 229 6 in in IN cord-317465-ucwuptgg 229 7 Model Model NNP cord-317465-ucwuptgg 229 8 2 2 CD cord-317465-ucwuptgg 229 9 is be VBZ cord-317465-ucwuptgg 229 10 the the DT cord-317465-ucwuptgg 229 11 daily daily JJ cord-317465-ucwuptgg 229 12 inflows inflow NNS cord-317465-ucwuptgg 229 13 into into IN cord-317465-ucwuptgg 229 14 and and CC cord-317465-ucwuptgg 229 15 outflows outflow NNS cord-317465-ucwuptgg 229 16 out out IN cord-317465-ucwuptgg 229 17 of of IN cord-317465-ucwuptgg 229 18 Wuhan Wuhan NNP cord-317465-ucwuptgg 229 19 , , , cord-317465-ucwuptgg 229 20 as as RB cord-317465-ucwuptgg 229 21 well well RB cord-317465-ucwuptgg 229 22 as as IN cord-317465-ucwuptgg 229 23 the the DT cord-317465-ucwuptgg 229 24 daily daily JJ cord-317465-ucwuptgg 229 25 within within IN cord-317465-ucwuptgg 229 26 - - HYPH cord-317465-ucwuptgg 229 27 city city NN cord-317465-ucwuptgg 229 28 movements movement NNS cord-317465-ucwuptgg 229 29 in in IN cord-317465-ucwuptgg 229 30 Wuhan Wuhan NNP cord-317465-ucwuptgg 229 31 for for IN cord-317465-ucwuptgg 229 32 years year NNS cord-317465-ucwuptgg 229 33 2019 2019 CD cord-317465-ucwuptgg 229 34 and and CC cord-317465-ucwuptgg 229 35 2020 2020 CD cord-317465-ucwuptgg 229 36 . . . cord-317465-ucwuptgg 230 1 Under under IN cord-317465-ucwuptgg 230 2 Model Model NNP cord-317465-ucwuptgg 230 3 2 2 CD cord-317465-ucwuptgg 230 4 , , , cord-317465-ucwuptgg 230 5 in in IN cord-317465-ucwuptgg 230 6 Panel Panel NNP cord-317465-ucwuptgg 230 7 A A NNP cord-317465-ucwuptgg 230 8 when when WRB cord-317465-ucwuptgg 230 9 we -PRON- PRP cord-317465-ucwuptgg 230 10 examine examine VBP cord-317465-ucwuptgg 230 11 the the DT cord-317465-ucwuptgg 230 12 inflow inflow JJ cord-317465-ucwuptgg 230 13 population population NN cord-317465-ucwuptgg 230 14 , , , cord-317465-ucwuptgg 230 15 Treat Treat NNP cord-317465-ucwuptgg 230 16 takes take VBZ cord-317465-ucwuptgg 230 17 value value NN cord-317465-ucwuptgg 230 18 1 1 CD cord-317465-ucwuptgg 230 19 if if IN cord-317465-ucwuptgg 230 20 the the DT cord-317465-ucwuptgg 230 21 destination destination NN cord-317465-ucwuptgg 230 22 city city NN cord-317465-ucwuptgg 230 23 i i PRP cord-317465-ucwuptgg 230 24 is be VBZ cord-317465-ucwuptgg 230 25 Wuhan Wuhan NNP cord-317465-ucwuptgg 230 26 and and CC cord-317465-ucwuptgg 230 27 year year NN cord-317465-ucwuptgg 230 28 is be VBZ cord-317465-ucwuptgg 230 29 2020 2020 CD cord-317465-ucwuptgg 230 30 ; ; : cord-317465-ucwuptgg 230 31 in in IN cord-317465-ucwuptgg 230 32 Panel Panel NNP cord-317465-ucwuptgg 230 33 B B NNP cord-317465-ucwuptgg 230 34 when when WRB cord-317465-ucwuptgg 230 35 we -PRON- PRP cord-317465-ucwuptgg 230 36 examine examine VBP cord-317465-ucwuptgg 230 37 the the DT cord-317465-ucwuptgg 230 38 outflow outflow NN cord-317465-ucwuptgg 230 39 population population NN cord-317465-ucwuptgg 230 40 , , , cord-317465-ucwuptgg 230 41 Treat Treat NNP cord-317465-ucwuptgg 230 42 takes take VBZ cord-317465-ucwuptgg 230 43 value value NN cord-317465-ucwuptgg 230 44 1 1 CD cord-317465-ucwuptgg 230 45 if if IN cord-317465-ucwuptgg 230 46 the the DT cord-317465-ucwuptgg 230 47 origination origination NN cord-317465-ucwuptgg 230 48 city city NN cord-317465-ucwuptgg 230 49 j j NNP cord-317465-ucwuptgg 230 50 is be VBZ cord-317465-ucwuptgg 230 51 Wuhan Wuhan NNP cord-317465-ucwuptgg 230 52 and and CC cord-317465-ucwuptgg 230 53 the the DT cord-317465-ucwuptgg 230 54 year year NN cord-317465-ucwuptgg 230 55 is be VBZ cord-317465-ucwuptgg 230 56 2020 2020 CD cord-317465-ucwuptgg 230 57 . . . cord-317465-ucwuptgg 231 1 The the DT cord-317465-ucwuptgg 231 2 control control NN cord-317465-ucwuptgg 231 3 group group NN cord-317465-ucwuptgg 231 4 is be VBZ cord-317465-ucwuptgg 231 5 Wuhan Wuhan NNP cord-317465-ucwuptgg 231 6 2019 2019 CD cord-317465-ucwuptgg 231 7 . . . cord-317465-ucwuptgg 232 1 In in IN cord-317465-ucwuptgg 232 2 Panel Panel NNP cord-317465-ucwuptgg 232 3 C C NNP cord-317465-ucwuptgg 232 4 when when WRB cord-317465-ucwuptgg 232 5 we -PRON- PRP cord-317465-ucwuptgg 232 6 examine examine VBP cord-317465-ucwuptgg 232 7 the the DT cord-317465-ucwuptgg 232 8 within within IN cord-317465-ucwuptgg 232 9 - - HYPH cord-317465-ucwuptgg 232 10 city city NN cord-317465-ucwuptgg 232 11 mobility mobility NN cord-317465-ucwuptgg 232 12 , , , cord-317465-ucwuptgg 232 13 Treat Treat NNP cord-317465-ucwuptgg 232 14 takes take VBZ cord-317465-ucwuptgg 232 15 value value NN cord-317465-ucwuptgg 232 16 1 1 CD cord-317465-ucwuptgg 232 17 if if IN cord-317465-ucwuptgg 232 18 the the DT cord-317465-ucwuptgg 232 19 year year NN cord-317465-ucwuptgg 232 20 is be VBZ cord-317465-ucwuptgg 232 21 2020 2020 CD cord-317465-ucwuptgg 232 22 . . . cord-317465-ucwuptgg 233 1 Under under IN cord-317465-ucwuptgg 233 2 Model Model NNP cord-317465-ucwuptgg 233 3 2 2 CD cord-317465-ucwuptgg 233 4 , , , cord-317465-ucwuptgg 233 5 the the DT cord-317465-ucwuptgg 233 6 coefficient coefficient NN cord-317465-ucwuptgg 233 7 estimate estimate NN cord-317465-ucwuptgg 233 8 of of IN cord-317465-ucwuptgg 233 9 Treat Treat NNP cord-317465-ucwuptgg 233 10 * * NFP cord-317465-ucwuptgg 233 11 Before before IN cord-317465-ucwuptgg 233 12 2,t 2,t CD cord-317465-ucwuptgg 233 13 measures measure NNS cord-317465-ucwuptgg 233 14 the the DT cord-317465-ucwuptgg 233 15 panic panic NN cord-317465-ucwuptgg 233 16 effect effect NN cord-317465-ucwuptgg 233 17 related relate VBN cord-317465-ucwuptgg 233 18 to to IN cord-317465-ucwuptgg 233 19 the the DT cord-317465-ucwuptgg 233 20 virus virus NN cord-317465-ucwuptgg 233 21 outbreak outbreak NN cord-317465-ucwuptgg 233 22 in in IN cord-317465-ucwuptgg 233 23 Wuhan Wuhan NNP cord-317465-ucwuptgg 233 24 ; ; : cord-317465-ucwuptgg 233 25 and and CC cord-317465-ucwuptgg 233 26 the the DT cord-317465-ucwuptgg 233 27 estimate estimate NN cord-317465-ucwuptgg 233 28 of of IN cord-317465-ucwuptgg 233 29 Treat Treat NNP cord-317465-ucwuptgg 233 30 * * NFP cord-317465-ucwuptgg 233 31 After after IN cord-317465-ucwuptgg 233 32 t t NN cord-317465-ucwuptgg 233 33 measures measure VBZ cord-317465-ucwuptgg 233 34 the the DT cord-317465-ucwuptgg 233 35 sum sum NN cord-317465-ucwuptgg 233 36 of of IN cord-317465-ucwuptgg 233 37 the the DT cord-317465-ucwuptgg 233 38 lockdown lockdown NN cord-317465-ucwuptgg 233 39 effect effect NN cord-317465-ucwuptgg 233 40 and and CC cord-317465-ucwuptgg 233 41 the the DT cord-317465-ucwuptgg 233 42 virus virus NN cord-317465-ucwuptgg 233 43 effect effect NN cord-317465-ucwuptgg 233 44 . . . cord-317465-ucwuptgg 234 1 The the DT cord-317465-ucwuptgg 234 2 coefficient coefficient NN cord-317465-ucwuptgg 234 3 estimate estimate NN cord-317465-ucwuptgg 234 4 of of IN cord-317465-ucwuptgg 234 5 Treat Treat NNP cord-317465-ucwuptgg 234 6 * * NFP cord-317465-ucwuptgg 234 7 Before before IN cord-317465-ucwuptgg 234 8 1,t 1,t CD cord-317465-ucwuptgg 234 9 still still RB cord-317465-ucwuptgg 234 10 allows allow VBZ cord-317465-ucwuptgg 234 11 us -PRON- PRP cord-317465-ucwuptgg 234 12 to to TO cord-317465-ucwuptgg 234 13 examine examine VB cord-317465-ucwuptgg 234 14 whether whether IN cord-317465-ucwuptgg 234 15 the the DT cord-317465-ucwuptgg 234 16 parallel parallel JJ cord-317465-ucwuptgg 234 17 trend trend NN cord-317465-ucwuptgg 234 18 assumption assumption NN cord-317465-ucwuptgg 234 19 for for IN cord-317465-ucwuptgg 234 20 DID DID NNP cord-317465-ucwuptgg 234 21 is be VBZ cord-317465-ucwuptgg 234 22 satisfied satisfied JJ cord-317465-ucwuptgg 234 23 . . . cord-317465-ucwuptgg 235 1 The the DT cord-317465-ucwuptgg 235 2 day day NN cord-317465-ucwuptgg 235 3 fixed fix VBN cord-317465-ucwuptgg 235 4 effects effect NNS cord-317465-ucwuptgg 235 5 absorb absorb VBP cord-317465-ucwuptgg 235 6 the the DT cord-317465-ucwuptgg 235 7 possibly possibly JJ cord-317465-ucwuptgg 235 8 time time NN cord-317465-ucwuptgg 235 9 - - HYPH cord-317465-ucwuptgg 235 10 varying vary VBG cord-317465-ucwuptgg 235 11 Spring Spring NNP cord-317465-ucwuptgg 235 12 Festival Festival NNP cord-317465-ucwuptgg 235 13 effects effect NNS cord-317465-ucwuptgg 235 14 . . . cord-317465-ucwuptgg 236 1 Notice notice VB cord-317465-ucwuptgg 236 2 that that IN cord-317465-ucwuptgg 236 3 the the DT cord-317465-ucwuptgg 236 4 interpretation interpretation NN cord-317465-ucwuptgg 236 5 of of IN cord-317465-ucwuptgg 236 6 the the DT cord-317465-ucwuptgg 236 7 coefficient coefficient NN cord-317465-ucwuptgg 236 8 estimate estimate NN cord-317465-ucwuptgg 236 9 of of IN cord-317465-ucwuptgg 236 10 the the DT cord-317465-ucwuptgg 236 11 term term NN cord-317465-ucwuptgg 236 12 Treat Treat NNP cord-317465-ucwuptgg 236 13 * * NFP cord-317465-ucwuptgg 236 14 After after IN cord-317465-ucwuptgg 236 15 t t NNP cord-317465-ucwuptgg 236 16 differs differ VBZ cord-317465-ucwuptgg 236 17 from from IN cord-317465-ucwuptgg 236 18 that that DT cord-317465-ucwuptgg 236 19 in in IN cord-317465-ucwuptgg 236 20 Model Model NNP cord-317465-ucwuptgg 236 21 1 1 CD cord-317465-ucwuptgg 236 22 because because IN cord-317465-ucwuptgg 236 23 of of IN cord-317465-ucwuptgg 236 24 the the DT cord-317465-ucwuptgg 236 25 differences difference NNS cord-317465-ucwuptgg 236 26 in in IN cord-317465-ucwuptgg 236 27 the the DT cord-317465-ucwuptgg 236 28 treatment treatment NN cord-317465-ucwuptgg 236 29 and and CC cord-317465-ucwuptgg 236 30 control control NN cord-317465-ucwuptgg 236 31 groups group NNS cord-317465-ucwuptgg 236 32 . . . cord-317465-ucwuptgg 237 1 Under under IN cord-317465-ucwuptgg 237 2 Model Model NNP cord-317465-ucwuptgg 237 3 2 2 CD cord-317465-ucwuptgg 237 4 , , , cord-317465-ucwuptgg 237 5 the the DT cord-317465-ucwuptgg 237 6 estimated estimate VBN cord-317465-ucwuptgg 237 7 coefficients coefficient NNS cord-317465-ucwuptgg 237 8 on on IN cord-317465-ucwuptgg 237 9 Treat Treat NNP cord-317465-ucwuptgg 237 10 * * NFP cord-317465-ucwuptgg 237 11 After after IN cord-317465-ucwuptgg 237 12 t t NNP cord-317465-ucwuptgg 237 13 , , , cord-317465-ucwuptgg 237 14 which which WDT cord-317465-ucwuptgg 237 15 , , , cord-317465-ucwuptgg 237 16 as as IN cord-317465-ucwuptgg 237 17 we -PRON- PRP cord-317465-ucwuptgg 237 18 explained explain VBD cord-317465-ucwuptgg 237 19 above above RB cord-317465-ucwuptgg 237 20 , , , cord-317465-ucwuptgg 237 21 capture capture VB cord-317465-ucwuptgg 237 22 both both CC cord-317465-ucwuptgg 237 23 the the DT cord-317465-ucwuptgg 237 24 lockdown lockdown NN cord-317465-ucwuptgg 237 25 and and CC cord-317465-ucwuptgg 237 26 the the DT cord-317465-ucwuptgg 237 27 virus virus NN cord-317465-ucwuptgg 237 28 effects effect NNS cord-317465-ucwuptgg 237 29 , , , cord-317465-ucwuptgg 237 30 remain remain VBP cord-317465-ucwuptgg 237 31 negative negative JJ cord-317465-ucwuptgg 237 32 , , , cord-317465-ucwuptgg 237 33 and and CC cord-317465-ucwuptgg 237 34 economically economically RB cord-317465-ucwuptgg 237 35 and and CC cord-317465-ucwuptgg 237 36 statistically statistically RB cord-317465-ucwuptgg 237 37 significant significant JJ cord-317465-ucwuptgg 237 38 in in IN cord-317465-ucwuptgg 237 39 all all DT cord-317465-ucwuptgg 237 40 panels panel NNS cord-317465-ucwuptgg 237 41 . . . cord-317465-ucwuptgg 238 1 The the DT cord-317465-ucwuptgg 238 2 estimates estimate NNS cord-317465-ucwuptgg 238 3 suggest suggest VBP cord-317465-ucwuptgg 238 4 that that IN cord-317465-ucwuptgg 238 5 the the DT cord-317465-ucwuptgg 238 6 lockdown lockdown NN cord-317465-ucwuptgg 238 7 of of IN cord-317465-ucwuptgg 238 8 Wuhan Wuhan NNP cord-317465-ucwuptgg 238 9 , , , cord-317465-ucwuptgg 238 10 together together RB cord-317465-ucwuptgg 238 11 with with IN cord-317465-ucwuptgg 238 12 the the DT cord-317465-ucwuptgg 238 13 deterrence deterrence NN cord-317465-ucwuptgg 238 14 effect effect NN cord-317465-ucwuptgg 238 15 of of IN cord-317465-ucwuptgg 238 16 the the DT cord-317465-ucwuptgg 238 17 virus virus NN cord-317465-ucwuptgg 238 18 ( ( -LRB- cord-317465-ucwuptgg 238 19 the the DT cord-317465-ucwuptgg 238 20 virus virus NN cord-317465-ucwuptgg 238 21 effect effect NN cord-317465-ucwuptgg 238 22 ) ) -RRB- cord-317465-ucwuptgg 238 23 , , , cord-317465-ucwuptgg 238 24 on on IN cord-317465-ucwuptgg 238 25 average average JJ cord-317465-ucwuptgg 238 26 reduces reduce VBZ cord-317465-ucwuptgg 238 27 the the DT cord-317465-ucwuptgg 238 28 10 10 CD cord-317465-ucwuptgg 238 29 . . . cord-317465-ucwuptgg 239 1 CC CC NNP cord-317465-ucwuptgg 239 2 - - HYPH cord-317465-ucwuptgg 239 3 BY BY NNP cord-317465-ucwuptgg 239 4 - - HYPH cord-317465-ucwuptgg 239 5 NC NC NNP cord-317465-ucwuptgg 239 6 - - HYPH cord-317465-ucwuptgg 239 7 ND ND NNP cord-317465-ucwuptgg 239 8 4.0 4.0 CD cord-317465-ucwuptgg 239 9 International international JJ cord-317465-ucwuptgg 239 10 license license NN cord-317465-ucwuptgg 239 11 It -PRON- PRP cord-317465-ucwuptgg 239 12 is be VBZ cord-317465-ucwuptgg 239 13 made make VBN cord-317465-ucwuptgg 239 14 available available JJ cord-317465-ucwuptgg 239 15 under under IN cord-317465-ucwuptgg 239 16 a a DT cord-317465-ucwuptgg 239 17 author author NN cord-317465-ucwuptgg 239 18 / / SYM cord-317465-ucwuptgg 239 19 funder funder NN cord-317465-ucwuptgg 239 20 , , , cord-317465-ucwuptgg 239 21 who who WP cord-317465-ucwuptgg 239 22 has have VBZ cord-317465-ucwuptgg 239 23 granted grant VBN cord-317465-ucwuptgg 239 24 medRxiv medRxiv NNS cord-317465-ucwuptgg 239 25 a a DT cord-317465-ucwuptgg 239 26 license license NN cord-317465-ucwuptgg 239 27 to to TO cord-317465-ucwuptgg 239 28 display display VB cord-317465-ucwuptgg 239 29 the the DT cord-317465-ucwuptgg 239 30 preprint preprint NN cord-317465-ucwuptgg 239 31 in in IN cord-317465-ucwuptgg 239 32 perpetuity perpetuity NN cord-317465-ucwuptgg 239 33 . . . cord-317465-ucwuptgg 240 1 is be VBZ cord-317465-ucwuptgg 240 2 the the DT cord-317465-ucwuptgg 240 3 ( ( -LRB- cord-317465-ucwuptgg 240 4 which which WDT cord-317465-ucwuptgg 240 5 was be VBD cord-317465-ucwuptgg 240 6 not not RB cord-317465-ucwuptgg 240 7 peer peer NN cord-317465-ucwuptgg 240 8 - - HYPH cord-317465-ucwuptgg 240 9 reviewed review VBN cord-317465-ucwuptgg 240 10 ) ) -RRB- cord-317465-ucwuptgg 241 1 The the DT cord-317465-ucwuptgg 241 2 copyright copyright NN cord-317465-ucwuptgg 241 3 holder holder NN cord-317465-ucwuptgg 241 4 for for IN cord-317465-ucwuptgg 241 5 this this DT cord-317465-ucwuptgg 241 6 preprint preprint NN cord-317465-ucwuptgg 241 7 . . . cord-317465-ucwuptgg 242 1 inflow inflow JJ cord-317465-ucwuptgg 242 2 population population NN cord-317465-ucwuptgg 242 3 into into IN cord-317465-ucwuptgg 242 4 , , , cord-317465-ucwuptgg 242 5 outflow outflow JJ cord-317465-ucwuptgg 242 6 population population NN cord-317465-ucwuptgg 242 7 from from IN cord-317465-ucwuptgg 242 8 , , , cord-317465-ucwuptgg 242 9 and and CC cord-317465-ucwuptgg 242 10 within within IN cord-317465-ucwuptgg 242 11 - - HYPH cord-317465-ucwuptgg 242 12 city city NN cord-317465-ucwuptgg 242 13 movements movement NNS cord-317465-ucwuptgg 242 14 in in IN cord-317465-ucwuptgg 242 15 Wuhan Wuhan NNP cord-317465-ucwuptgg 242 16 by by IN cord-317465-ucwuptgg 242 17 91.97 91.97 CD cord-317465-ucwuptgg 242 18 % % NN cord-317465-ucwuptgg 242 19 (= (= NNP cord-317465-ucwuptgg 242 20 1 1 CD cord-317465-ucwuptgg 242 21 − − NNP cord-317465-ucwuptgg 242 22 exp(−2.522 exp(−2.522 NN cord-317465-ucwuptgg 242 23 ) ) -RRB- cord-317465-ucwuptgg 242 24 ) ) -RRB- cord-317465-ucwuptgg 242 25 , , , cord-317465-ucwuptgg 242 26 72.39 72.39 CD cord-317465-ucwuptgg 242 27 % % NN cord-317465-ucwuptgg 242 28 (= (= NNP cord-317465-ucwuptgg 242 29 1 1 CD cord-317465-ucwuptgg 242 30 − − NNP cord-317465-ucwuptgg 242 31 exp(−1.287 exp(−1.287 NNP cord-317465-ucwuptgg 242 32 ) ) -RRB- cord-317465-ucwuptgg 242 33 ) ) -RRB- cord-317465-ucwuptgg 242 34 , , , cord-317465-ucwuptgg 242 35 and and CC cord-317465-ucwuptgg 242 36 69.49 69.49 CD cord-317465-ucwuptgg 242 37 % % NN cord-317465-ucwuptgg 242 38 (= (= NNP cord-317465-ucwuptgg 242 39 1 1 CD cord-317465-ucwuptgg 242 40 − − NNP cord-317465-ucwuptgg 242 41 exp(−1.871 exp(−1.871 NNP cord-317465-ucwuptgg 242 42 ) ) -RRB- cord-317465-ucwuptgg 242 43 ) ) -RRB- cord-317465-ucwuptgg 242 44 , , , cord-317465-ucwuptgg 242 45 respectively respectively RB cord-317465-ucwuptgg 242 46 , , , cord-317465-ucwuptgg 242 47 relative relative JJ cord-317465-ucwuptgg 242 48 to to IN cord-317465-ucwuptgg 242 49 the the DT cord-317465-ucwuptgg 242 50 same same JJ cord-317465-ucwuptgg 242 51 lunar lunar JJ cord-317465-ucwuptgg 242 52 calendar calendar NN cord-317465-ucwuptgg 242 53 days day NNS cord-317465-ucwuptgg 242 54 in in IN cord-317465-ucwuptgg 242 55 2019 2019 CD cord-317465-ucwuptgg 242 56 . . . cord-317465-ucwuptgg 243 1 We -PRON- PRP cord-317465-ucwuptgg 243 2 also also RB cord-317465-ucwuptgg 243 3 find find VBP cord-317465-ucwuptgg 243 4 that that IN cord-317465-ucwuptgg 243 5 the the DT cord-317465-ucwuptgg 243 6 coefficient coefficient NN cord-317465-ucwuptgg 243 7 on on IN cord-317465-ucwuptgg 243 8 Treat Treat NNP cord-317465-ucwuptgg 243 9 * * NFP cord-317465-ucwuptgg 243 10 Before before IN cord-317465-ucwuptgg 243 11 2,t 2,t CD cord-317465-ucwuptgg 243 12 is be VBZ cord-317465-ucwuptgg 243 13 significantly significantly RB cord-317465-ucwuptgg 243 14 positive positive JJ cord-317465-ucwuptgg 243 15 in in IN cord-317465-ucwuptgg 243 16 Panel Panel NNP cord-317465-ucwuptgg 243 17 B B NNP cord-317465-ucwuptgg 243 18 and and CC cord-317465-ucwuptgg 243 19 significantly significantly RB cord-317465-ucwuptgg 243 20 negative negative JJ cord-317465-ucwuptgg 243 21 in in IN cord-317465-ucwuptgg 243 22 Panel Panel NNP cord-317465-ucwuptgg 243 23 C C NNP cord-317465-ucwuptgg 243 24 , , , cord-317465-ucwuptgg 243 25 suggesting suggest VBG cord-317465-ucwuptgg 243 26 that that IN cord-317465-ucwuptgg 243 27 the the DT cord-317465-ucwuptgg 243 28 official official JJ cord-317465-ucwuptgg 243 29 confirmation confirmation NN cord-317465-ucwuptgg 243 30 of of IN cord-317465-ucwuptgg 243 31 person person NN cord-317465-ucwuptgg 243 32 - - HYPH cord-317465-ucwuptgg 243 33 to to IN cord-317465-ucwuptgg 243 34 - - HYPH cord-317465-ucwuptgg 243 35 person person NN cord-317465-ucwuptgg 243 36 spread spread NN cord-317465-ucwuptgg 243 37 of of IN cord-317465-ucwuptgg 243 38 COVID-19 COVID-19 NNP cord-317465-ucwuptgg 243 39 creates create VBZ cord-317465-ucwuptgg 243 40 a a DT cord-317465-ucwuptgg 243 41 panic panic NN cord-317465-ucwuptgg 243 42 effect effect NN cord-317465-ucwuptgg 243 43 , , , cord-317465-ucwuptgg 243 44 causing cause VBG cord-317465-ucwuptgg 243 45 an an DT cord-317465-ucwuptgg 243 46 increase increase NN cord-317465-ucwuptgg 243 47 of of IN cord-317465-ucwuptgg 243 48 outflow outflow NN cord-317465-ucwuptgg 243 49 from from IN cord-317465-ucwuptgg 243 50 Wuhan Wuhan NNP cord-317465-ucwuptgg 243 51 of of IN cord-317465-ucwuptgg 243 52 107.09 107.09 CD cord-317465-ucwuptgg 243 53 % % NN cord-317465-ucwuptgg 243 54 (= (= NNP cord-317465-ucwuptgg 243 55 exp(0.728 exp(0.728 NNP cord-317465-ucwuptgg 243 56 ) ) -RRB- cord-317465-ucwuptgg 243 57 − − NNP cord-317465-ucwuptgg 243 58 1 1 CD cord-317465-ucwuptgg 243 59 ) ) -RRB- cord-317465-ucwuptgg 243 60 , , , cord-317465-ucwuptgg 243 61 and and CC cord-317465-ucwuptgg 243 62 a a DT cord-317465-ucwuptgg 243 63 decrease decrease NN cord-317465-ucwuptgg 243 64 of of IN cord-317465-ucwuptgg 243 65 within within IN cord-317465-ucwuptgg 243 66 - - HYPH cord-317465-ucwuptgg 243 67 city city NN cord-317465-ucwuptgg 243 68 movements movement NNS cord-317465-ucwuptgg 243 69 in in IN cord-317465-ucwuptgg 243 70 Wuhan Wuhan NNP cord-317465-ucwuptgg 243 71 of of IN cord-317465-ucwuptgg 243 72 24.19 24.19 CD cord-317465-ucwuptgg 243 73 % % NN cord-317465-ucwuptgg 243 74 (= (= NNP cord-317465-ucwuptgg 243 75 1 1 CD cord-317465-ucwuptgg 243 76 − − CD cord-317465-ucwuptgg 243 77 exp(−0.277 exp(−0.277 NNP cord-317465-ucwuptgg 243 78 ) ) -RRB- cord-317465-ucwuptgg 243 79 ) ) -RRB- cord-317465-ucwuptgg 243 80 , , , cord-317465-ucwuptgg 243 81 during during IN cord-317465-ucwuptgg 243 82 the the DT cord-317465-ucwuptgg 243 83 three three CD cord-317465-ucwuptgg 243 84 days day NNS cord-317465-ucwuptgg 243 85 after after IN cord-317465-ucwuptgg 243 86 the the DT cord-317465-ucwuptgg 243 87 announcement announcement NN cord-317465-ucwuptgg 243 88 but but CC cord-317465-ucwuptgg 243 89 before before IN cord-317465-ucwuptgg 243 90 the the DT cord-317465-ucwuptgg 243 91 city city NN cord-317465-ucwuptgg 243 92 lockdown lockdown NN cord-317465-ucwuptgg 243 93 . . . cord-317465-ucwuptgg 244 1 However however RB cord-317465-ucwuptgg 244 2 , , , cord-317465-ucwuptgg 244 3 we -PRON- PRP cord-317465-ucwuptgg 244 4 do do VBP cord-317465-ucwuptgg 244 5 not not RB cord-317465-ucwuptgg 244 6 observe observe VB cord-317465-ucwuptgg 244 7 a a DT cord-317465-ucwuptgg 244 8 statistically statistically RB cord-317465-ucwuptgg 244 9 significant significant JJ cord-317465-ucwuptgg 244 10 panic panic NN cord-317465-ucwuptgg 244 11 effect effect NN cord-317465-ucwuptgg 244 12 for for IN cord-317465-ucwuptgg 244 13 the the DT cord-317465-ucwuptgg 244 14 population population NN cord-317465-ucwuptgg 244 15 inflow inflow NN cord-317465-ucwuptgg 244 16 into into IN cord-317465-ucwuptgg 244 17 Wuhan Wuhan NNP cord-317465-ucwuptgg 244 18 , , , cord-317465-ucwuptgg 244 19 suggesting suggest VBG cord-317465-ucwuptgg 244 20 that that IN cord-317465-ucwuptgg 244 21 people people NNS cord-317465-ucwuptgg 244 22 in in IN cord-317465-ucwuptgg 244 23 other other JJ cord-317465-ucwuptgg 244 24 cities city NNS cord-317465-ucwuptgg 244 25 were be VBD cord-317465-ucwuptgg 244 26 not not RB cord-317465-ucwuptgg 244 27 yet yet RB cord-317465-ucwuptgg 244 28 sufficiently sufficiently RB cord-317465-ucwuptgg 244 29 concerned concerned JJ cord-317465-ucwuptgg 244 30 about about IN cord-317465-ucwuptgg 244 31 the the DT cord-317465-ucwuptgg 244 32 virus virus NN cord-317465-ucwuptgg 244 33 outbreak outbreak NN cord-317465-ucwuptgg 244 34 in in IN cord-317465-ucwuptgg 244 35 Wuhan Wuhan NNP cord-317465-ucwuptgg 244 36 and and CC cord-317465-ucwuptgg 244 37 did do VBD cord-317465-ucwuptgg 244 38 not not RB cord-317465-ucwuptgg 244 39 avoid avoid VB cord-317465-ucwuptgg 244 40 traveling travel VBG cord-317465-ucwuptgg 244 41 to to IN cord-317465-ucwuptgg 244 42 Wuhan Wuhan NNP cord-317465-ucwuptgg 244 43 , , , cord-317465-ucwuptgg 244 44 even even RB cord-317465-ucwuptgg 244 45 after after IN cord-317465-ucwuptgg 244 46 the the DT cord-317465-ucwuptgg 244 47 official official JJ cord-317465-ucwuptgg 244 48 confirmation confirmation NN cord-317465-ucwuptgg 244 49 of of IN cord-317465-ucwuptgg 244 50 the the DT cord-317465-ucwuptgg 244 51 personto personto NN cord-317465-ucwuptgg 244 52 - - HYPH cord-317465-ucwuptgg 244 53 person person NN cord-317465-ucwuptgg 244 54 transmission transmission NN cord-317465-ucwuptgg 244 55 . . . cord-317465-ucwuptgg 245 1 Finally finally RB cord-317465-ucwuptgg 245 2 , , , cord-317465-ucwuptgg 245 3 we -PRON- PRP cord-317465-ucwuptgg 245 4 should should MD cord-317465-ucwuptgg 245 5 also also RB cord-317465-ucwuptgg 245 6 point point VB cord-317465-ucwuptgg 245 7 out out RP cord-317465-ucwuptgg 245 8 that that IN cord-317465-ucwuptgg 245 9 the the DT cord-317465-ucwuptgg 245 10 coefficient coefficient NN cord-317465-ucwuptgg 245 11 estimates estimate VBZ cord-317465-ucwuptgg 245 12 for for IN cord-317465-ucwuptgg 245 13 Treat Treat NNP cord-317465-ucwuptgg 245 14 * * NFP cord-317465-ucwuptgg 245 15 Before before IN cord-317465-ucwuptgg 245 16 1,t 1,t CD cord-317465-ucwuptgg 245 17 are be VBP cord-317465-ucwuptgg 245 18 all all DT cord-317465-ucwuptgg 245 19 statistically statistically RB cord-317465-ucwuptgg 245 20 insignificant insignificant JJ cord-317465-ucwuptgg 245 21 , , , cord-317465-ucwuptgg 245 22 which which WDT cord-317465-ucwuptgg 245 23 suggests suggest VBZ cord-317465-ucwuptgg 245 24 that that IN cord-317465-ucwuptgg 245 25 the the DT cord-317465-ucwuptgg 245 26 parallel parallel JJ cord-317465-ucwuptgg 245 27 trend trend NN cord-317465-ucwuptgg 245 28 assumption assumption NN cord-317465-ucwuptgg 245 29 for for IN cord-317465-ucwuptgg 245 30 the the DT cord-317465-ucwuptgg 245 31 DIDs did NNS cord-317465-ucwuptgg 245 32 are be VBP cord-317465-ucwuptgg 245 33 plausible plausible JJ cord-317465-ucwuptgg 245 34 . . . cord-317465-ucwuptgg 246 1 Model model NN cord-317465-ucwuptgg 246 2 3 3 CD cord-317465-ucwuptgg 246 3 : : : cord-317465-ucwuptgg 246 4 Wuhan Wuhan NNP cord-317465-ucwuptgg 246 5 2020 2020 CD cord-317465-ucwuptgg 246 6 vs. vs. IN cord-317465-ucwuptgg 246 7 Seven seven CD cord-317465-ucwuptgg 246 8 Other other JJ cord-317465-ucwuptgg 246 9 Lockdown Lockdown NNP cord-317465-ucwuptgg 246 10 Cities city NNS cord-317465-ucwuptgg 246 11 2020 2020 CD cord-317465-ucwuptgg 246 12 . . . cord-317465-ucwuptgg 247 1 In in IN cord-317465-ucwuptgg 247 2 Model Model NNP cord-317465-ucwuptgg 247 3 2 2 CD cord-317465-ucwuptgg 247 4 , , , cord-317465-ucwuptgg 247 5 the the DT cord-317465-ucwuptgg 247 6 coefficient coefficient NN cord-317465-ucwuptgg 247 7 estimates estimate NNS cord-317465-ucwuptgg 247 8 of of IN cord-317465-ucwuptgg 247 9 Treat Treat NNP cord-317465-ucwuptgg 247 10 * * NFP cord-317465-ucwuptgg 247 11 After after IN cord-317465-ucwuptgg 247 12 t t NNP cord-317465-ucwuptgg 247 13 provide provide VB cord-317465-ucwuptgg 247 14 us -PRON- PRP cord-317465-ucwuptgg 247 15 with with IN cord-317465-ucwuptgg 247 16 an an DT cord-317465-ucwuptgg 247 17 estimate estimate NN cord-317465-ucwuptgg 247 18 of of IN cord-317465-ucwuptgg 247 19 the the DT cord-317465-ucwuptgg 247 20 sum sum NN cord-317465-ucwuptgg 247 21 of of IN cord-317465-ucwuptgg 247 22 the the DT cord-317465-ucwuptgg 247 23 lockdown lockdown NN cord-317465-ucwuptgg 247 24 and and CC cord-317465-ucwuptgg 247 25 the the DT cord-317465-ucwuptgg 247 26 virus virus NN cord-317465-ucwuptgg 247 27 effects effect NNS cord-317465-ucwuptgg 247 28 . . . cord-317465-ucwuptgg 248 1 In in IN cord-317465-ucwuptgg 248 2 order order NN cord-317465-ucwuptgg 248 3 to to TO cord-317465-ucwuptgg 248 4 isolate isolate VB cord-317465-ucwuptgg 248 5 the the DT cord-317465-ucwuptgg 248 6 lockdown lockdown NN cord-317465-ucwuptgg 248 7 effect effect NN cord-317465-ucwuptgg 248 8 from from IN cord-317465-ucwuptgg 248 9 the the DT cord-317465-ucwuptgg 248 10 virus virus NN cord-317465-ucwuptgg 248 11 effect effect NN cord-317465-ucwuptgg 248 12 , , , cord-317465-ucwuptgg 248 13 we -PRON- PRP cord-317465-ucwuptgg 248 14 consider consider VBP cord-317465-ucwuptgg 248 15 Model Model NNP cord-317465-ucwuptgg 248 16 3 3 CD cord-317465-ucwuptgg 248 17 , , , cord-317465-ucwuptgg 248 18 where where WRB cord-317465-ucwuptgg 248 19 the the DT cord-317465-ucwuptgg 248 20 estimation estimation NN cord-317465-ucwuptgg 248 21 sample sample NN cord-317465-ucwuptgg 248 22 consists consist VBZ cord-317465-ucwuptgg 248 23 of of IN cord-317465-ucwuptgg 248 24 data datum NNS cord-317465-ucwuptgg 248 25 of of IN cord-317465-ucwuptgg 248 26 the the DT cord-317465-ucwuptgg 248 27 city city NN cord-317465-ucwuptgg 248 28 of of IN cord-317465-ucwuptgg 248 29 Wuhan Wuhan NNP cord-317465-ucwuptgg 248 30 and and CC cord-317465-ucwuptgg 248 31 seven seven CD cord-317465-ucwuptgg 248 32 other other JJ cord-317465-ucwuptgg 248 33 cities city NNS cord-317465-ucwuptgg 248 34 that that WDT cord-317465-ucwuptgg 248 35 went go VBD cord-317465-ucwuptgg 248 36 into into IN cord-317465-ucwuptgg 248 37 partial partial JJ cord-317465-ucwuptgg 248 38 lockdown lockdown NN cord-317465-ucwuptgg 248 39 on on IN cord-317465-ucwuptgg 248 40 February February NNP cord-317465-ucwuptgg 248 41 2 2 CD cord-317465-ucwuptgg 248 42 and and CC cord-317465-ucwuptgg 248 43 February February NNP cord-317465-ucwuptgg 248 44 4 4 CD cord-317465-ucwuptgg 248 45 , , , cord-317465-ucwuptgg 248 46 2020 2020 CD cord-317465-ucwuptgg 248 47 , , , cord-317465-ucwuptgg 248 48 12 12 CD cord-317465-ucwuptgg 248 49 to to TO cord-317465-ucwuptgg 248 50 14 14 CD cord-317465-ucwuptgg 248 51 days day NNS cord-317465-ucwuptgg 248 52 after after IN cord-317465-ucwuptgg 248 53 the the DT cord-317465-ucwuptgg 248 54 lockdown lockdown NN cord-317465-ucwuptgg 248 55 of of IN cord-317465-ucwuptgg 248 56 Wuhan Wuhan NNP cord-317465-ucwuptgg 248 57 , , , cord-317465-ucwuptgg 248 58 in in IN cord-317465-ucwuptgg 248 59 an an DT cord-317465-ucwuptgg 248 60 effort effort NN cord-317465-ucwuptgg 248 61 to to TO cord-317465-ucwuptgg 248 62 curtail curtail VB cord-317465-ucwuptgg 248 63 the the DT cord-317465-ucwuptgg 248 64 spread spread NN cord-317465-ucwuptgg 248 65 of of IN cord-317465-ucwuptgg 248 66 the the DT cord-317465-ucwuptgg 248 67 virus virus NN cord-317465-ucwuptgg 248 68 . . . cord-317465-ucwuptgg 249 1 16 16 CD cord-317465-ucwuptgg 250 1 As as IN cord-317465-ucwuptgg 250 2 we -PRON- PRP cord-317465-ucwuptgg 250 3 show show VBP cord-317465-ucwuptgg 250 4 in in IN cord-317465-ucwuptgg 250 5 Table Table NNP cord-317465-ucwuptgg 250 6 A2 A2 NNP cord-317465-ucwuptgg 250 7 in in IN cord-317465-ucwuptgg 250 8 the the DT cord-317465-ucwuptgg 250 9 Appendix Appendix NNP cord-317465-ucwuptgg 250 10 , , , cord-317465-ucwuptgg 250 11 these these DT cord-317465-ucwuptgg 250 12 seven seven CD cord-317465-ucwuptgg 250 13 cities city NNS cord-317465-ucwuptgg 250 14 are be VBP cord-317465-ucwuptgg 250 15 more more RBR cord-317465-ucwuptgg 250 16 comparable comparable JJ cord-317465-ucwuptgg 250 17 to to IN cord-317465-ucwuptgg 250 18 Wuhan Wuhan NNP cord-317465-ucwuptgg 250 19 than than IN cord-317465-ucwuptgg 250 20 other other JJ cord-317465-ucwuptgg 250 21 unlocked unlocked JJ cord-317465-ucwuptgg 250 22 cities city NNS cord-317465-ucwuptgg 250 23 in in IN cord-317465-ucwuptgg 250 24 terms term NNS cord-317465-ucwuptgg 250 25 of of IN cord-317465-ucwuptgg 250 26 the the DT cord-317465-ucwuptgg 250 27 epidemic epidemic NN cord-317465-ucwuptgg 250 28 situation situation NN cord-317465-ucwuptgg 250 29 and and CC cord-317465-ucwuptgg 250 30 other other JJ cord-317465-ucwuptgg 250 31 economic economic JJ cord-317465-ucwuptgg 250 32 indicators indicator NNS cord-317465-ucwuptgg 250 33 , , , cord-317465-ucwuptgg 250 34 and and CC cord-317465-ucwuptgg 250 35 thus thus RB cord-317465-ucwuptgg 250 36 provide provide VB cord-317465-ucwuptgg 250 37 a a DT cord-317465-ucwuptgg 250 38 reasonable reasonable JJ cord-317465-ucwuptgg 250 39 control control NN cord-317465-ucwuptgg 250 40 group group NN cord-317465-ucwuptgg 250 41 to to TO cord-317465-ucwuptgg 250 42 partial partial VB cord-317465-ucwuptgg 250 43 out out RP cord-317465-ucwuptgg 250 44 the the DT cord-317465-ucwuptgg 250 45 virus virus NN cord-317465-ucwuptgg 250 46 effect effect NN cord-317465-ucwuptgg 250 47 . . . cord-317465-ucwuptgg 251 1 In in IN cord-317465-ucwuptgg 251 2 particular particular JJ cord-317465-ucwuptgg 251 3 , , , cord-317465-ucwuptgg 251 4 it -PRON- PRP cord-317465-ucwuptgg 251 5 is be VBZ cord-317465-ucwuptgg 251 6 much much RB cord-317465-ucwuptgg 251 7 more more RBR cord-317465-ucwuptgg 251 8 plausible plausible JJ cord-317465-ucwuptgg 251 9 than than IN cord-317465-ucwuptgg 251 10 in in IN cord-317465-ucwuptgg 251 11 Model Model NNP cord-317465-ucwuptgg 251 12 1 1 CD cord-317465-ucwuptgg 251 13 ( ( -LRB- cord-317465-ucwuptgg 251 14 where where WRB cord-317465-ucwuptgg 251 15 the the DT cord-317465-ucwuptgg 251 16 control control NN cord-317465-ucwuptgg 251 17 cities city NNS cord-317465-ucwuptgg 251 18 are be VBP cord-317465-ucwuptgg 251 19 cities city NNS cord-317465-ucwuptgg 251 20 that that WDT cord-317465-ucwuptgg 251 21 were be VBD cord-317465-ucwuptgg 251 22 never never RB cord-317465-ucwuptgg 251 23 locked lock VBN cord-317465-ucwuptgg 251 24 down down RP cord-317465-ucwuptgg 251 25 ) ) -RRB- cord-317465-ucwuptgg 251 26 to to TO cord-317465-ucwuptgg 251 27 assume assume VB cord-317465-ucwuptgg 251 28 that that IN cord-317465-ucwuptgg 251 29 the the DT cord-317465-ucwuptgg 251 30 deterrence deterrence NN cord-317465-ucwuptgg 251 31 effect effect NN cord-317465-ucwuptgg 251 32 of of IN cord-317465-ucwuptgg 251 33 the the DT cord-317465-ucwuptgg 251 34 virus virus NN cord-317465-ucwuptgg 251 35 on on IN cord-317465-ucwuptgg 251 36 human human JJ cord-317465-ucwuptgg 251 37 mobility mobility NN cord-317465-ucwuptgg 251 38 in in IN cord-317465-ucwuptgg 251 39 the the DT cord-317465-ucwuptgg 251 40 seven seven CD cord-317465-ucwuptgg 251 41 cities city NNS cord-317465-ucwuptgg 251 42 is be VBZ cord-317465-ucwuptgg 251 43 similar similar JJ cord-317465-ucwuptgg 251 44 to to IN cord-317465-ucwuptgg 251 45 that that DT cord-317465-ucwuptgg 251 46 in in IN cord-317465-ucwuptgg 251 47 Wuhan Wuhan NNP cord-317465-ucwuptgg 251 48 . . . cord-317465-ucwuptgg 252 1 The the DT cord-317465-ucwuptgg 252 2 estimation estimation NN cord-317465-ucwuptgg 252 3 sample sample NN cord-317465-ucwuptgg 252 4 for for IN cord-317465-ucwuptgg 252 5 Model Model NNP cord-317465-ucwuptgg 252 6 3 3 CD cord-317465-ucwuptgg 252 7 consists consist VBZ cord-317465-ucwuptgg 252 8 of of IN cord-317465-ucwuptgg 252 9 data datum NNS cord-317465-ucwuptgg 252 10 from from IN cord-317465-ucwuptgg 252 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 252 12 and and CC cord-317465-ucwuptgg 252 13 the the DT cord-317465-ucwuptgg 252 14 seven seven CD cord-317465-ucwuptgg 252 15 cities city NNS cord-317465-ucwuptgg 252 16 for for IN cord-317465-ucwuptgg 252 17 the the DT cord-317465-ucwuptgg 252 18 period period NN cord-317465-ucwuptgg 252 19 between between IN cord-317465-ucwuptgg 252 20 January January NNP cord-317465-ucwuptgg 252 21 1 1 CD cord-317465-ucwuptgg 252 22 and and CC cord-317465-ucwuptgg 252 23 February February NNP cord-317465-ucwuptgg 252 24 2 2 CD cord-317465-ucwuptgg 252 25 , , , cord-317465-ucwuptgg 252 26 2020 2020 CD cord-317465-ucwuptgg 252 27 . . . cord-317465-ucwuptgg 253 1 Note note VB cord-317465-ucwuptgg 253 2 that that IN cord-317465-ucwuptgg 253 3 during during IN cord-317465-ucwuptgg 253 4 this this DT cord-317465-ucwuptgg 253 5 period period NN cord-317465-ucwuptgg 253 6 , , , cord-317465-ucwuptgg 253 7 none none NN cord-317465-ucwuptgg 253 8 of of IN cord-317465-ucwuptgg 253 9 the the DT cord-317465-ucwuptgg 253 10 seven seven CD cord-317465-ucwuptgg 253 11 control control NN cord-317465-ucwuptgg 253 12 cities city NNS cord-317465-ucwuptgg 253 13 were be VBD cord-317465-ucwuptgg 253 14 locked lock VBN cord-317465-ucwuptgg 253 15 down down RP cord-317465-ucwuptgg 253 16 yet yet RB cord-317465-ucwuptgg 253 17 , , , cord-317465-ucwuptgg 253 18 even even RB cord-317465-ucwuptgg 253 19 though though IN cord-317465-ucwuptgg 253 20 they -PRON- PRP cord-317465-ucwuptgg 253 21 were be VBD cord-317465-ucwuptgg 253 22 soon soon RB cord-317465-ucwuptgg 253 23 eventually eventually RB cord-317465-ucwuptgg 253 24 locked lock VBN cord-317465-ucwuptgg 253 25 down down RP cord-317465-ucwuptgg 253 26 . . . cord-317465-ucwuptgg 254 1 The the DT cord-317465-ucwuptgg 254 2 definition definition NN cord-317465-ucwuptgg 254 3 for for IN cord-317465-ucwuptgg 254 4 Treat treat JJ cord-317465-ucwuptgg 254 5 variables variable NNS cord-317465-ucwuptgg 254 6 are be VBP cord-317465-ucwuptgg 254 7 as as IN cord-317465-ucwuptgg 254 8 follows follow NNS cord-317465-ucwuptgg 254 9 . . . cord-317465-ucwuptgg 255 1 In in IN cord-317465-ucwuptgg 255 2 Panel Panel NNP cord-317465-ucwuptgg 255 3 A A NNP cord-317465-ucwuptgg 255 4 , , , cord-317465-ucwuptgg 255 5 Treat Treat NNP cord-317465-ucwuptgg 255 6 takes take VBZ cord-317465-ucwuptgg 255 7 value value NN cord-317465-ucwuptgg 255 8 1 1 CD cord-317465-ucwuptgg 255 9 if if IN cord-317465-ucwuptgg 255 10 the the DT cord-317465-ucwuptgg 255 11 destination destination NN cord-317465-ucwuptgg 255 12 city city NN cord-317465-ucwuptgg 255 13 i i PRP cord-317465-ucwuptgg 255 14 is be VBZ cord-317465-ucwuptgg 255 15 Wuhan Wuhan NNP cord-317465-ucwuptgg 255 16 ; ; : cord-317465-ucwuptgg 255 17 in in IN cord-317465-ucwuptgg 255 18 Panel Panel NNP cord-317465-ucwuptgg 255 19 B B NNP cord-317465-ucwuptgg 255 20 , , , cord-317465-ucwuptgg 255 21 Treat Treat NNP cord-317465-ucwuptgg 255 22 takes take VBZ cord-317465-ucwuptgg 255 23 value value NN cord-317465-ucwuptgg 255 24 1 1 CD cord-317465-ucwuptgg 255 25 if if IN cord-317465-ucwuptgg 255 26 the the DT cord-317465-ucwuptgg 255 27 origination origination NN cord-317465-ucwuptgg 255 28 city city NN cord-317465-ucwuptgg 255 29 j j NNP cord-317465-ucwuptgg 255 30 is be VBZ cord-317465-ucwuptgg 255 31 Wuhan Wuhan NNP cord-317465-ucwuptgg 255 32 ; ; : cord-317465-ucwuptgg 255 33 in in IN cord-317465-ucwuptgg 255 34 Panel Panel NNP cord-317465-ucwuptgg 255 35 C C NNP cord-317465-ucwuptgg 255 36 , , , cord-317465-ucwuptgg 255 37 Treat Treat NNP cord-317465-ucwuptgg 255 38 takes take VBZ cord-317465-ucwuptgg 255 39 value value NN cord-317465-ucwuptgg 255 40 1 1 CD cord-317465-ucwuptgg 255 41 if if IN cord-317465-ucwuptgg 255 42 city city NN cord-317465-ucwuptgg 255 43 i i PRP cord-317465-ucwuptgg 255 44 is be VBZ cord-317465-ucwuptgg 255 45 Wuhan Wuhan NNP cord-317465-ucwuptgg 255 46 . . . cord-317465-ucwuptgg 256 1 The the DT cord-317465-ucwuptgg 256 2 control control NN cord-317465-ucwuptgg 256 3 group group NN cord-317465-ucwuptgg 256 4 consists consist VBZ cord-317465-ucwuptgg 256 5 of of IN cord-317465-ucwuptgg 256 6 the the DT cord-317465-ucwuptgg 256 7 16 16 CD cord-317465-ucwuptgg 256 8 These these DT cord-317465-ucwuptgg 256 9 seven seven CD cord-317465-ucwuptgg 256 10 cities city NNS cord-317465-ucwuptgg 256 11 are be VBP cord-317465-ucwuptgg 256 12 : : : cord-317465-ucwuptgg 256 13 Wenzhou Wenzhou NNP cord-317465-ucwuptgg 256 14 , , , cord-317465-ucwuptgg 256 15 which which WDT cord-317465-ucwuptgg 256 16 was be VBD cord-317465-ucwuptgg 256 17 partially partially RB cord-317465-ucwuptgg 256 18 lockdown lockdown NN cord-317465-ucwuptgg 256 19 from from IN cord-317465-ucwuptgg 256 20 February February NNP cord-317465-ucwuptgg 256 21 2 2 CD cord-317465-ucwuptgg 256 22 , , , cord-317465-ucwuptgg 256 23 2020 2020 CD cord-317465-ucwuptgg 256 24 ; ; : cord-317465-ucwuptgg 256 25 and and CC cord-317465-ucwuptgg 256 26 Ningbo Ningbo NNP cord-317465-ucwuptgg 256 27 , , , cord-317465-ucwuptgg 256 28 Zhumadian Zhumadian NNP cord-317465-ucwuptgg 256 29 , , , cord-317465-ucwuptgg 256 30 Hangzhou Hangzhou NNP cord-317465-ucwuptgg 256 31 , , , cord-317465-ucwuptgg 256 32 Zhengzhou Zhengzhou NNP cord-317465-ucwuptgg 256 33 , , , cord-317465-ucwuptgg 256 34 Haerbin Haerbin NNP cord-317465-ucwuptgg 256 35 , , , cord-317465-ucwuptgg 256 36 and and CC cord-317465-ucwuptgg 256 37 Fuzhou Fuzhou NNP cord-317465-ucwuptgg 256 38 , , , cord-317465-ucwuptgg 256 39 which which WDT cord-317465-ucwuptgg 256 40 were be VBD cord-317465-ucwuptgg 256 41 partially partially RB cord-317465-ucwuptgg 256 42 locked lock VBN cord-317465-ucwuptgg 256 43 down down RP cord-317465-ucwuptgg 256 44 on on IN cord-317465-ucwuptgg 256 45 February February NNP cord-317465-ucwuptgg 256 46 4 4 CD cord-317465-ucwuptgg 256 47 , , , cord-317465-ucwuptgg 256 48 2020 2020 CD cord-317465-ucwuptgg 256 49 . . . cord-317465-ucwuptgg 257 1 As as IN cord-317465-ucwuptgg 257 2 summarized summarize VBN cord-317465-ucwuptgg 257 3 in in IN cord-317465-ucwuptgg 257 4 Table Table NNP cord-317465-ucwuptgg 257 5 A1 A1 NNP cord-317465-ucwuptgg 257 6 in in IN cord-317465-ucwuptgg 257 7 the the DT cord-317465-ucwuptgg 257 8 Appendix Appendix NNP cord-317465-ucwuptgg 257 9 , , , cord-317465-ucwuptgg 257 10 partial partial JJ cord-317465-ucwuptgg 257 11 lockdown lockdown NN cord-317465-ucwuptgg 257 12 includes include VBZ cord-317465-ucwuptgg 257 13 " " `` cord-317465-ucwuptgg 257 14 closed close VBN cord-317465-ucwuptgg 257 15 - - HYPH cord-317465-ucwuptgg 257 16 off off RP cord-317465-ucwuptgg 257 17 management management NN cord-317465-ucwuptgg 257 18 " " '' cord-317465-ucwuptgg 257 19 on on IN cord-317465-ucwuptgg 257 20 highways highway NNS cord-317465-ucwuptgg 257 21 , , , cord-317465-ucwuptgg 257 22 railways railway NNS cord-317465-ucwuptgg 257 23 and and CC cord-317465-ucwuptgg 257 24 public public JJ cord-317465-ucwuptgg 257 25 transport transport NN cord-317465-ucwuptgg 257 26 systems system NNS cord-317465-ucwuptgg 257 27 ; ; : cord-317465-ucwuptgg 257 28 and and CC cord-317465-ucwuptgg 257 29 sets set VBZ cord-317465-ucwuptgg 257 30 up up RP cord-317465-ucwuptgg 257 31 checkpoints checkpoint NNS cord-317465-ucwuptgg 257 32 to to TO cord-317465-ucwuptgg 257 33 control control VB cord-317465-ucwuptgg 257 34 the the DT cord-317465-ucwuptgg 257 35 inflow inflow JJ cord-317465-ucwuptgg 257 36 population population NN cord-317465-ucwuptgg 257 37 , , , cord-317465-ucwuptgg 257 38 and and CC cord-317465-ucwuptgg 257 39 implements implement VBZ cord-317465-ucwuptgg 257 40 surveillance surveillance NN cord-317465-ucwuptgg 257 41 and and CC cord-317465-ucwuptgg 257 42 tighter tight JJR cord-317465-ucwuptgg 257 43 controls control NNS cord-317465-ucwuptgg 257 44 in in IN cord-317465-ucwuptgg 257 45 each each DT cord-317465-ucwuptgg 257 46 neighborhood neighborhood NN cord-317465-ucwuptgg 257 47 . . . cord-317465-ucwuptgg 257 48 . . . cord-317465-ucwuptgg 258 1 CC CC NNP cord-317465-ucwuptgg 258 2 - - HYPH cord-317465-ucwuptgg 258 3 BY BY NNP cord-317465-ucwuptgg 258 4 - - HYPH cord-317465-ucwuptgg 258 5 NC NC NNP cord-317465-ucwuptgg 258 6 - - HYPH cord-317465-ucwuptgg 258 7 ND ND NNP cord-317465-ucwuptgg 258 8 4.0 4.0 CD cord-317465-ucwuptgg 258 9 International international JJ cord-317465-ucwuptgg 258 10 license license NN cord-317465-ucwuptgg 259 1 It -PRON- PRP cord-317465-ucwuptgg 259 2 is be VBZ cord-317465-ucwuptgg 259 3 made make VBN cord-317465-ucwuptgg 259 4 available available JJ cord-317465-ucwuptgg 259 5 under under IN cord-317465-ucwuptgg 259 6 a a DT cord-317465-ucwuptgg 259 7 author author NN cord-317465-ucwuptgg 259 8 / / SYM cord-317465-ucwuptgg 259 9 funder funder NN cord-317465-ucwuptgg 259 10 , , , cord-317465-ucwuptgg 259 11 who who WP cord-317465-ucwuptgg 259 12 has have VBZ cord-317465-ucwuptgg 259 13 granted grant VBN cord-317465-ucwuptgg 259 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 259 15 a a DT cord-317465-ucwuptgg 259 16 license license NN cord-317465-ucwuptgg 259 17 to to TO cord-317465-ucwuptgg 259 18 display display VB cord-317465-ucwuptgg 259 19 the the DT cord-317465-ucwuptgg 259 20 preprint preprint NN cord-317465-ucwuptgg 259 21 in in IN cord-317465-ucwuptgg 259 22 perpetuity perpetuity NN cord-317465-ucwuptgg 259 23 . . . cord-317465-ucwuptgg 260 1 is be VBZ cord-317465-ucwuptgg 260 2 the the DT cord-317465-ucwuptgg 260 3 ( ( -LRB- cord-317465-ucwuptgg 260 4 which which WDT cord-317465-ucwuptgg 260 5 was be VBD cord-317465-ucwuptgg 260 6 not not RB cord-317465-ucwuptgg 260 7 peer peer NN cord-317465-ucwuptgg 260 8 - - HYPH cord-317465-ucwuptgg 260 9 reviewed review VBN cord-317465-ucwuptgg 260 10 ) ) -RRB- cord-317465-ucwuptgg 261 1 The the DT cord-317465-ucwuptgg 261 2 copyright copyright NN cord-317465-ucwuptgg 261 3 holder holder NN cord-317465-ucwuptgg 261 4 for for IN cord-317465-ucwuptgg 261 5 this this DT cord-317465-ucwuptgg 261 6 preprint preprint NN cord-317465-ucwuptgg 261 7 . . . cord-317465-ucwuptgg 262 1 seven seven CD cord-317465-ucwuptgg 262 2 cities city NNS cord-317465-ucwuptgg 262 3 . . . cord-317465-ucwuptgg 263 1 Under under IN cord-317465-ucwuptgg 263 2 Model Model NNP cord-317465-ucwuptgg 263 3 3 3 CD cord-317465-ucwuptgg 263 4 , , , cord-317465-ucwuptgg 263 5 the the DT cord-317465-ucwuptgg 263 6 coefficient coefficient NN cord-317465-ucwuptgg 263 7 estimate estimate NN cord-317465-ucwuptgg 263 8 of of IN cord-317465-ucwuptgg 263 9 Treat Treat NNP cord-317465-ucwuptgg 263 10 * * NFP cord-317465-ucwuptgg 263 11 Before before IN cord-317465-ucwuptgg 263 12 2,t 2,t CD cord-317465-ucwuptgg 263 13 measures measure NNS cord-317465-ucwuptgg 263 14 the the DT cord-317465-ucwuptgg 263 15 panic panic NN cord-317465-ucwuptgg 263 16 effect effect NN cord-317465-ucwuptgg 263 17 related relate VBN cord-317465-ucwuptgg 263 18 to to IN cord-317465-ucwuptgg 263 19 the the DT cord-317465-ucwuptgg 263 20 virus virus NN cord-317465-ucwuptgg 263 21 outbreak outbreak NN cord-317465-ucwuptgg 263 22 in in IN cord-317465-ucwuptgg 263 23 Wuhan Wuhan NNP cord-317465-ucwuptgg 263 24 relative relative JJ cord-317465-ucwuptgg 263 25 to to IN cord-317465-ucwuptgg 263 26 the the DT cord-317465-ucwuptgg 263 27 seven seven CD cord-317465-ucwuptgg 263 28 control control NN cord-317465-ucwuptgg 263 29 cities city NNS cord-317465-ucwuptgg 263 30 ; ; , cord-317465-ucwuptgg 263 31 and and CC cord-317465-ucwuptgg 263 32 the the DT cord-317465-ucwuptgg 263 33 estimate estimate NN cord-317465-ucwuptgg 263 34 of of IN cord-317465-ucwuptgg 263 35 Treat Treat NNP cord-317465-ucwuptgg 263 36 * * NFP cord-317465-ucwuptgg 263 37 After after IN cord-317465-ucwuptgg 263 38 t t NN cord-317465-ucwuptgg 263 39 measures measure VBZ cord-317465-ucwuptgg 263 40 the the DT cord-317465-ucwuptgg 263 41 lockdown lockdown NN cord-317465-ucwuptgg 263 42 effect effect NN cord-317465-ucwuptgg 263 43 only only RB cord-317465-ucwuptgg 263 44 . . . cord-317465-ucwuptgg 264 1 The the DT cord-317465-ucwuptgg 264 2 coefficient coefficient NN cord-317465-ucwuptgg 264 3 estimate estimate NN cord-317465-ucwuptgg 264 4 of of IN cord-317465-ucwuptgg 264 5 Treat Treat NNP cord-317465-ucwuptgg 264 6 * * NFP cord-317465-ucwuptgg 264 7 Before before IN cord-317465-ucwuptgg 264 8 1,t 1,t CD cord-317465-ucwuptgg 264 9 still still RB cord-317465-ucwuptgg 264 10 allows allow VBZ cord-317465-ucwuptgg 264 11 us -PRON- PRP cord-317465-ucwuptgg 264 12 to to TO cord-317465-ucwuptgg 264 13 examine examine VB cord-317465-ucwuptgg 264 14 whether whether IN cord-317465-ucwuptgg 264 15 the the DT cord-317465-ucwuptgg 264 16 parallel parallel JJ cord-317465-ucwuptgg 264 17 trend trend NN cord-317465-ucwuptgg 264 18 assumption assumption NN cord-317465-ucwuptgg 264 19 for for IN cord-317465-ucwuptgg 264 20 DID DID NNP cord-317465-ucwuptgg 264 21 is be VBZ cord-317465-ucwuptgg 264 22 satisfied satisfied JJ cord-317465-ucwuptgg 264 23 . . . cord-317465-ucwuptgg 265 1 The the DT cord-317465-ucwuptgg 265 2 possibly possibly JJ cord-317465-ucwuptgg 265 3 time time NN cord-317465-ucwuptgg 265 4 - - HYPH cord-317465-ucwuptgg 265 5 varying vary VBG cord-317465-ucwuptgg 265 6 Spring Spring NNP cord-317465-ucwuptgg 265 7 Festival Festival NNP cord-317465-ucwuptgg 265 8 effects effect NNS cord-317465-ucwuptgg 265 9 and and CC cord-317465-ucwuptgg 265 10 the the DT cord-317465-ucwuptgg 265 11 virus virus NN cord-317465-ucwuptgg 265 12 effects effect NNS cord-317465-ucwuptgg 265 13 are be VBP cord-317465-ucwuptgg 265 14 both both DT cord-317465-ucwuptgg 265 15 absorbed absorb VBN cord-317465-ucwuptgg 265 16 in in IN cord-317465-ucwuptgg 265 17 the the DT cord-317465-ucwuptgg 265 18 day day NN cord-317465-ucwuptgg 265 19 fixed fix VBN cord-317465-ucwuptgg 265 20 effects effect NNS cord-317465-ucwuptgg 265 21 . . . cord-317465-ucwuptgg 266 1 We -PRON- PRP cord-317465-ucwuptgg 266 2 find find VBP cord-317465-ucwuptgg 266 3 that that IN cord-317465-ucwuptgg 266 4 the the DT cord-317465-ucwuptgg 266 5 Wuhan Wuhan NNP cord-317465-ucwuptgg 266 6 lockdown lockdown NN cord-317465-ucwuptgg 266 7 significantly significantly RB cord-317465-ucwuptgg 266 8 reduces reduce VBZ cord-317465-ucwuptgg 266 9 the the DT cord-317465-ucwuptgg 266 10 inflow inflow NN cord-317465-ucwuptgg 266 11 into into IN cord-317465-ucwuptgg 266 12 , , , cord-317465-ucwuptgg 266 13 outflow outflow NN cord-317465-ucwuptgg 266 14 from from IN cord-317465-ucwuptgg 266 15 , , , cord-317465-ucwuptgg 266 16 and and CC cord-317465-ucwuptgg 266 17 within within IN cord-317465-ucwuptgg 266 18 - - HYPH cord-317465-ucwuptgg 266 19 city city NN cord-317465-ucwuptgg 266 20 movements movement NNS cord-317465-ucwuptgg 266 21 in in IN cord-317465-ucwuptgg 266 22 Wuhan Wuhan NNP cord-317465-ucwuptgg 266 23 by by IN cord-317465-ucwuptgg 266 24 76.64 76.64 CD cord-317465-ucwuptgg 266 25 % % NN cord-317465-ucwuptgg 266 26 (= (= NNP cord-317465-ucwuptgg 266 27 1 1 CD cord-317465-ucwuptgg 266 28 − − NNP cord-317465-ucwuptgg 266 29 exp(−1.454 exp(−1.454 NNP cord-317465-ucwuptgg 266 30 ) ) -RRB- cord-317465-ucwuptgg 266 31 ) ) -RRB- cord-317465-ucwuptgg 266 32 , , , cord-317465-ucwuptgg 266 33 56.35 56.35 CD cord-317465-ucwuptgg 266 34 % % NN cord-317465-ucwuptgg 266 35 (= (= NNP cord-317465-ucwuptgg 266 36 1 1 CD cord-317465-ucwuptgg 266 37 − − NNP cord-317465-ucwuptgg 266 38 exp(−0.829 exp(−0.829 NNP cord-317465-ucwuptgg 266 39 ) ) -RRB- cord-317465-ucwuptgg 266 40 ) ) -RRB- cord-317465-ucwuptgg 266 41 , , , cord-317465-ucwuptgg 266 42 and and CC cord-317465-ucwuptgg 266 43 54.16 54.16 CD cord-317465-ucwuptgg 266 44 % % NN cord-317465-ucwuptgg 266 45 (= (= NNP cord-317465-ucwuptgg 266 46 1 1 CD cord-317465-ucwuptgg 266 47 − − NNP cord-317465-ucwuptgg 266 48 exp(−0.780 exp(−0.780 NNP cord-317465-ucwuptgg 266 49 ) ) -RRB- cord-317465-ucwuptgg 266 50 ) ) -RRB- cord-317465-ucwuptgg 266 51 , , , cord-317465-ucwuptgg 266 52 respectively respectively RB cord-317465-ucwuptgg 266 53 . . . cord-317465-ucwuptgg 267 1 We -PRON- PRP cord-317465-ucwuptgg 267 2 interpret interpret VBP cord-317465-ucwuptgg 267 3 these these DT cord-317465-ucwuptgg 267 4 as as IN cord-317465-ucwuptgg 267 5 the the DT cord-317465-ucwuptgg 267 6 pure pure JJ cord-317465-ucwuptgg 267 7 lockdown lockdown NN cord-317465-ucwuptgg 267 8 effect effect NN cord-317465-ucwuptgg 267 9 on on IN cord-317465-ucwuptgg 267 10 population population NN cord-317465-ucwuptgg 267 11 mobility mobility NN cord-317465-ucwuptgg 267 12 related relate VBN cord-317465-ucwuptgg 267 13 to to IN cord-317465-ucwuptgg 267 14 Wuhan Wuhan NNP cord-317465-ucwuptgg 267 15 . . . cord-317465-ucwuptgg 268 1 Summary summary NN cord-317465-ucwuptgg 268 2 . . . cord-317465-ucwuptgg 269 1 Based base VBN cord-317465-ucwuptgg 269 2 on on IN cord-317465-ucwuptgg 269 3 our -PRON- PRP$ cord-317465-ucwuptgg 269 4 preferred preferred JJ cord-317465-ucwuptgg 269 5 estimation estimation NN cord-317465-ucwuptgg 269 6 models model NNS cord-317465-ucwuptgg 269 7 , , , cord-317465-ucwuptgg 269 8 which which WDT cord-317465-ucwuptgg 269 9 are be VBP cord-317465-ucwuptgg 269 10 models model NNS cord-317465-ucwuptgg 269 11 2 2 CD cord-317465-ucwuptgg 269 12 and and CC cord-317465-ucwuptgg 269 13 3 3 CD cord-317465-ucwuptgg 269 14 , , , cord-317465-ucwuptgg 269 15 Table Table NNP cord-317465-ucwuptgg 269 16 _SP cord-317465-ucwuptgg 269 17 3 3 CD cord-317465-ucwuptgg 269 18 summarizes summarize VBZ cord-317465-ucwuptgg 269 19 our -PRON- PRP$ cord-317465-ucwuptgg 269 20 estimates estimate NNS cord-317465-ucwuptgg 269 21 of of IN cord-317465-ucwuptgg 269 22 the the DT cord-317465-ucwuptgg 269 23 panic panic NN cord-317465-ucwuptgg 269 24 effect effect NN cord-317465-ucwuptgg 269 25 , , , cord-317465-ucwuptgg 269 26 the the DT cord-317465-ucwuptgg 269 27 virus virus NN cord-317465-ucwuptgg 269 28 effect effect NN cord-317465-ucwuptgg 269 29 , , , cord-317465-ucwuptgg 269 30 and and CC cord-317465-ucwuptgg 269 31 the the DT cord-317465-ucwuptgg 269 32 lockdown lockdown NN cord-317465-ucwuptgg 269 33 effect effect NN cord-317465-ucwuptgg 269 34 on on IN cord-317465-ucwuptgg 269 35 inflows inflow NNS cord-317465-ucwuptgg 269 36 into into IN cord-317465-ucwuptgg 269 37 , , , cord-317465-ucwuptgg 269 38 outflows outflow NNS cord-317465-ucwuptgg 269 39 from from IN cord-317465-ucwuptgg 269 40 Wuhan Wuhan NNP cord-317465-ucwuptgg 269 41 , , , cord-317465-ucwuptgg 269 42 and and CC cord-317465-ucwuptgg 269 43 within within IN cord-317465-ucwuptgg 269 44 - - HYPH cord-317465-ucwuptgg 269 45 city city NN cord-317465-ucwuptgg 269 46 population population NN cord-317465-ucwuptgg 269 47 movements movement NNS cord-317465-ucwuptgg 269 48 in in IN cord-317465-ucwuptgg 269 49 Wuhan Wuhan NNP cord-317465-ucwuptgg 269 50 . . . cord-317465-ucwuptgg 270 1 [ [ -LRB- cord-317465-ucwuptgg 270 2 Table table NN cord-317465-ucwuptgg 270 3 3 3 CD cord-317465-ucwuptgg 270 4 About about IN cord-317465-ucwuptgg 270 5 Here here RB cord-317465-ucwuptgg 270 6 ] ] -RRB- cord-317465-ucwuptgg 271 1 In in IN cord-317465-ucwuptgg 271 2 Table Table NNP cord-317465-ucwuptgg 271 3 3 3 CD cord-317465-ucwuptgg 271 4 , , , cord-317465-ucwuptgg 271 5 the the DT cord-317465-ucwuptgg 271 6 lockdown lockdown NN cord-317465-ucwuptgg 271 7 effects effect NNS cord-317465-ucwuptgg 271 8 are be VBP cord-317465-ucwuptgg 271 9 directly directly RB cord-317465-ucwuptgg 271 10 calculated calculate VBN cord-317465-ucwuptgg 271 11 from from IN cord-317465-ucwuptgg 271 12 the the DT cord-317465-ucwuptgg 271 13 corresponding corresponding JJ cord-317465-ucwuptgg 271 14 coefficient coefficient NN cord-317465-ucwuptgg 271 15 estimates estimate NNS cord-317465-ucwuptgg 271 16 of of IN cord-317465-ucwuptgg 271 17 Treat Treat NNP cord-317465-ucwuptgg 271 18 * * NFP cord-317465-ucwuptgg 272 1 After after IN cord-317465-ucwuptgg 272 2 from from IN cord-317465-ucwuptgg 272 3 Model Model NNP cord-317465-ucwuptgg 272 4 3 3 CD cord-317465-ucwuptgg 272 5 discussed discuss VBD cord-317465-ucwuptgg 272 6 above above RB cord-317465-ucwuptgg 272 7 ; ; : cord-317465-ucwuptgg 272 8 the the DT cord-317465-ucwuptgg 272 9 panic panic NN cord-317465-ucwuptgg 272 10 effects effect NNS cord-317465-ucwuptgg 272 11 are be VBP cord-317465-ucwuptgg 272 12 from from IN cord-317465-ucwuptgg 272 13 the the DT cord-317465-ucwuptgg 272 14 coefficient coefficient NN cord-317465-ucwuptgg 272 15 estimates estimate NNS cord-317465-ucwuptgg 272 16 of of IN cord-317465-ucwuptgg 272 17 Treat Treat NNP cord-317465-ucwuptgg 272 18 * * NFP cord-317465-ucwuptgg 272 19 Before before IN cord-317465-ucwuptgg 272 20 2 2 CD cord-317465-ucwuptgg 272 21 in in IN cord-317465-ucwuptgg 272 22 Model Model NNP cord-317465-ucwuptgg 272 23 2 2 CD cord-317465-ucwuptgg 272 24 . . . cord-317465-ucwuptgg 273 1 For for IN cord-317465-ucwuptgg 273 2 the the DT cord-317465-ucwuptgg 273 3 virus virus NN cord-317465-ucwuptgg 273 4 effect effect NN cord-317465-ucwuptgg 273 5 , , , cord-317465-ucwuptgg 273 6 we -PRON- PRP cord-317465-ucwuptgg 273 7 recognize recognize VBP cord-317465-ucwuptgg 273 8 that that IN cord-317465-ucwuptgg 273 9 the the DT cord-317465-ucwuptgg 273 10 coefficient coefficient NN cord-317465-ucwuptgg 273 11 estimates estimate NNS cord-317465-ucwuptgg 273 12 of of IN cord-317465-ucwuptgg 273 13 Treat Treat NNP cord-317465-ucwuptgg 273 14 * * NFP cord-317465-ucwuptgg 273 15 After after IN cord-317465-ucwuptgg 273 16 in in IN cord-317465-ucwuptgg 273 17 Model Model NNP cord-317465-ucwuptgg 273 18 2 2 CD cord-317465-ucwuptgg 273 19 incorporate incorporate VBP cord-317465-ucwuptgg 273 20 both both CC cord-317465-ucwuptgg 273 21 the the DT cord-317465-ucwuptgg 273 22 lockdown lockdown NN cord-317465-ucwuptgg 273 23 and and CC cord-317465-ucwuptgg 273 24 the the DT cord-317465-ucwuptgg 273 25 virus virus NN cord-317465-ucwuptgg 273 26 effects effect NNS cord-317465-ucwuptgg 273 27 . . . cord-317465-ucwuptgg 274 1 Thus thus RB cord-317465-ucwuptgg 274 2 we -PRON- PRP cord-317465-ucwuptgg 274 3 calculate calculate VBP cord-317465-ucwuptgg 274 4 the the DT cord-317465-ucwuptgg 274 5 virus virus NN cord-317465-ucwuptgg 274 6 effect effect NN cord-317465-ucwuptgg 274 7 on on IN cord-317465-ucwuptgg 274 8 inflows inflow NNS cord-317465-ucwuptgg 274 9 into into IN cord-317465-ucwuptgg 274 10 Wuhan Wuhan NNP cord-317465-ucwuptgg 274 11 to to TO cord-317465-ucwuptgg 274 12 be be VB cord-317465-ucwuptgg 274 13 exp(−2.522 exp(−2.522 NNP cord-317465-ucwuptgg 274 14 − − NNP cord-317465-ucwuptgg 274 15 ( ( -LRB- cord-317465-ucwuptgg 274 16 −1.454 −1.454 NNS cord-317465-ucwuptgg 274 17 ) ) -RRB- cord-317465-ucwuptgg 274 18 ) ) -RRB- cord-317465-ucwuptgg 275 1 − − NN cord-317465-ucwuptgg 275 2 1 1 CD cord-317465-ucwuptgg 276 1 = = NFP cord-317465-ucwuptgg 276 2 −65.63 −65.63 CD cord-317465-ucwuptgg 276 3 % % NN cord-317465-ucwuptgg 276 4 , , , cord-317465-ucwuptgg 276 5 on on IN cord-317465-ucwuptgg 276 6 the the DT cord-317465-ucwuptgg 276 7 outflows outflow NNS cord-317465-ucwuptgg 276 8 from from IN cord-317465-ucwuptgg 276 9 Wuhan Wuhan NNP cord-317465-ucwuptgg 276 10 to to TO cord-317465-ucwuptgg 276 11 be be VB cord-317465-ucwuptgg 276 12 exp(−1.287 exp(−1.287 NNP cord-317465-ucwuptgg 276 13 − − NNP cord-317465-ucwuptgg 276 14 ( ( -LRB- cord-317465-ucwuptgg 276 15 −0.829 −0.829 NNP cord-317465-ucwuptgg 276 16 ) ) -RRB- cord-317465-ucwuptgg 276 17 ) ) -RRB- cord-317465-ucwuptgg 277 1 − − NN cord-317465-ucwuptgg 277 2 1 1 CD cord-317465-ucwuptgg 278 1 = = LS cord-317465-ucwuptgg 278 2 −36.75 −36.75 : cord-317465-ucwuptgg 278 3 % % NN cord-317465-ucwuptgg 278 4 , , , cord-317465-ucwuptgg 278 5 and and CC cord-317465-ucwuptgg 278 6 on on IN cord-317465-ucwuptgg 278 7 the the DT cord-317465-ucwuptgg 278 8 within within JJ cord-317465-ucwuptgg 278 9 - - HYPH cord-317465-ucwuptgg 278 10 city city NN cord-317465-ucwuptgg 278 11 flow flow NN cord-317465-ucwuptgg 278 12 in in IN cord-317465-ucwuptgg 278 13 Wuhan Wuhan NNP cord-317465-ucwuptgg 278 14 to to TO cord-317465-ucwuptgg 278 15 be be VB cord-317465-ucwuptgg 279 1 exp(−1.871−(−0.780))−1 exp(−1.871−(−0.780))−1 NNP cord-317465-ucwuptgg 279 2 = = SYM cord-317465-ucwuptgg 279 3 −54.15 −54.15 NFP cord-317465-ucwuptgg 279 4 % % NN cord-317465-ucwuptgg 279 5 . . . cord-317465-ucwuptgg 280 1 Because because IN cord-317465-ucwuptgg 280 2 our -PRON- PRP$ cord-317465-ucwuptgg 280 3 models model NNS cord-317465-ucwuptgg 280 4 assume assume VBP cord-317465-ucwuptgg 280 5 that that IN cord-317465-ucwuptgg 280 6 the the DT cord-317465-ucwuptgg 280 7 different different JJ cord-317465-ucwuptgg 280 8 effects effect NNS cord-317465-ucwuptgg 280 9 enter enter VBP cord-317465-ucwuptgg 280 10 exponentially exponentially RB cord-317465-ucwuptgg 280 11 in in IN cord-317465-ucwuptgg 280 12 explaining explain VBG cord-317465-ucwuptgg 280 13 the the DT cord-317465-ucwuptgg 280 14 flows flow NNS cord-317465-ucwuptgg 280 15 -recall -recall . cord-317465-ucwuptgg 281 1 the the DT cord-317465-ucwuptgg 281 2 natural natural JJ cord-317465-ucwuptgg 281 3 log log NN cord-317465-ucwuptgg 281 4 specifications specification NNS cord-317465-ucwuptgg 281 5 in in IN cord-317465-ucwuptgg 281 6 Equations equation NNS cord-317465-ucwuptgg 281 7 ( ( -LRB- cord-317465-ucwuptgg 281 8 1 1 CD cord-317465-ucwuptgg 281 9 ) ) -RRB- cord-317465-ucwuptgg 281 10 and and CC cord-317465-ucwuptgg 282 1 ( ( -LRB- cord-317465-ucwuptgg 282 2 2-when 2-when CD cord-317465-ucwuptgg 282 3 we -PRON- PRP cord-317465-ucwuptgg 282 4 would would MD cord-317465-ucwuptgg 282 5 like like VB cord-317465-ucwuptgg 282 6 to to TO cord-317465-ucwuptgg 282 7 calculate calculate VB cord-317465-ucwuptgg 282 8 the the DT cord-317465-ucwuptgg 282 9 impact impact NN cord-317465-ucwuptgg 282 10 of of IN cord-317465-ucwuptgg 282 11 two two CD cord-317465-ucwuptgg 282 12 or or CC cord-317465-ucwuptgg 282 13 more more JJR cord-317465-ucwuptgg 282 14 effects effect NNS cord-317465-ucwuptgg 282 15 on on IN cord-317465-ucwuptgg 282 16 the the DT cord-317465-ucwuptgg 282 17 population population NN cord-317465-ucwuptgg 282 18 flows flow VBZ cord-317465-ucwuptgg 282 19 , , , cord-317465-ucwuptgg 282 20 we -PRON- PRP cord-317465-ucwuptgg 282 21 should should MD cord-317465-ucwuptgg 282 22 not not RB cord-317465-ucwuptgg 282 23 simply simply RB cord-317465-ucwuptgg 282 24 add add VB cord-317465-ucwuptgg 282 25 the the DT cord-317465-ucwuptgg 282 26 individual individual JJ cord-317465-ucwuptgg 282 27 effects effect NNS cord-317465-ucwuptgg 282 28 . . . cord-317465-ucwuptgg 283 1 For for IN cord-317465-ucwuptgg 283 2 example example NN cord-317465-ucwuptgg 283 3 , , , cord-317465-ucwuptgg 283 4 the the DT cord-317465-ucwuptgg 283 5 joint joint JJ cord-317465-ucwuptgg 283 6 impact impact NN cord-317465-ucwuptgg 283 7 of of IN cord-317465-ucwuptgg 283 8 the the DT cord-317465-ucwuptgg 283 9 panic panic NN cord-317465-ucwuptgg 283 10 and and CC cord-317465-ucwuptgg 283 11 virus virus NN cord-317465-ucwuptgg 283 12 effects effect NNS cord-317465-ucwuptgg 283 13 on on IN cord-317465-ucwuptgg 283 14 outflows outflow NNS cord-317465-ucwuptgg 283 15 out out IN cord-317465-ucwuptgg 283 16 of of IN cord-317465-ucwuptgg 283 17 Wuhan Wuhan NNP cord-317465-ucwuptgg 283 18 is be VBZ cord-317465-ucwuptgg 283 19 ( ( -LRB- cord-317465-ucwuptgg 283 20 1 1 CD cord-317465-ucwuptgg 283 21 + + SYM cord-317465-ucwuptgg 283 22 107.09 107.09 CD cord-317465-ucwuptgg 283 23 % % NN cord-317465-ucwuptgg 283 24 ) ) -RRB- cord-317465-ucwuptgg 283 25 * * NFP cord-317465-ucwuptgg 284 1 ( ( -LRB- cord-317465-ucwuptgg 284 2 1 1 CD cord-317465-ucwuptgg 284 3 − − CD cord-317465-ucwuptgg 284 4 36.75 36.75 CD cord-317465-ucwuptgg 284 5 % % NN cord-317465-ucwuptgg 284 6 ) ) -RRB- cord-317465-ucwuptgg 284 7 − − NN cord-317465-ucwuptgg 284 8 1 1 CD cord-317465-ucwuptgg 284 9 = = SYM cord-317465-ucwuptgg 284 10 30.98 30.98 CD cord-317465-ucwuptgg 284 11 % % NN cord-317465-ucwuptgg 284 12 , , , cord-317465-ucwuptgg 284 13 instead instead RB cord-317465-ucwuptgg 284 14 of of IN cord-317465-ucwuptgg 284 15 the the DT cord-317465-ucwuptgg 284 16 simple simple JJ cord-317465-ucwuptgg 284 17 sum sum NN cord-317465-ucwuptgg 284 18 of of IN cord-317465-ucwuptgg 284 19 107.09 107.09 CD cord-317465-ucwuptgg 284 20 % % NN cord-317465-ucwuptgg 284 21 − − CD cord-317465-ucwuptgg 284 22 36.75 36.75 CD cord-317465-ucwuptgg 284 23 % % NN cord-317465-ucwuptgg 284 24 = = SYM cord-317465-ucwuptgg 284 25 70.34 70.34 CD cord-317465-ucwuptgg 284 26 % % NN cord-317465-ucwuptgg 284 27 . . . cord-317465-ucwuptgg 284 28 . . . cord-317465-ucwuptgg 285 1 CC CC NNP cord-317465-ucwuptgg 285 2 - - HYPH cord-317465-ucwuptgg 285 3 BY BY NNP cord-317465-ucwuptgg 285 4 - - HYPH cord-317465-ucwuptgg 285 5 NC NC NNP cord-317465-ucwuptgg 285 6 - - HYPH cord-317465-ucwuptgg 285 7 ND ND NNP cord-317465-ucwuptgg 285 8 4.0 4.0 CD cord-317465-ucwuptgg 285 9 International international JJ cord-317465-ucwuptgg 285 10 license license NN cord-317465-ucwuptgg 286 1 It -PRON- PRP cord-317465-ucwuptgg 286 2 is be VBZ cord-317465-ucwuptgg 286 3 made make VBN cord-317465-ucwuptgg 286 4 available available JJ cord-317465-ucwuptgg 286 5 under under IN cord-317465-ucwuptgg 286 6 a a DT cord-317465-ucwuptgg 286 7 author author NN cord-317465-ucwuptgg 286 8 / / SYM cord-317465-ucwuptgg 286 9 funder funder NN cord-317465-ucwuptgg 286 10 , , , cord-317465-ucwuptgg 286 11 who who WP cord-317465-ucwuptgg 286 12 has have VBZ cord-317465-ucwuptgg 286 13 granted grant VBN cord-317465-ucwuptgg 286 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 286 15 a a DT cord-317465-ucwuptgg 286 16 license license NN cord-317465-ucwuptgg 286 17 to to TO cord-317465-ucwuptgg 286 18 display display VB cord-317465-ucwuptgg 286 19 the the DT cord-317465-ucwuptgg 286 20 preprint preprint NN cord-317465-ucwuptgg 286 21 in in IN cord-317465-ucwuptgg 286 22 perpetuity perpetuity NN cord-317465-ucwuptgg 286 23 . . . cord-317465-ucwuptgg 287 1 is be VBZ cord-317465-ucwuptgg 287 2 the the DT cord-317465-ucwuptgg 287 3 ( ( -LRB- cord-317465-ucwuptgg 287 4 which which WDT cord-317465-ucwuptgg 287 5 was be VBD cord-317465-ucwuptgg 287 6 not not RB cord-317465-ucwuptgg 287 7 peer peer NN cord-317465-ucwuptgg 287 8 - - HYPH cord-317465-ucwuptgg 287 9 reviewed review VBN cord-317465-ucwuptgg 287 10 ) ) -RRB- cord-317465-ucwuptgg 288 1 The the DT cord-317465-ucwuptgg 288 2 copyright copyright NN cord-317465-ucwuptgg 288 3 holder holder NN cord-317465-ucwuptgg 288 4 for for IN cord-317465-ucwuptgg 288 5 this this DT cord-317465-ucwuptgg 288 6 preprint preprint NN cord-317465-ucwuptgg 288 7 . . . cord-317465-ucwuptgg 289 1 We -PRON- PRP cord-317465-ucwuptgg 289 2 now now RB cord-317465-ucwuptgg 289 3 examine examine VBP cord-317465-ucwuptgg 289 4 the the DT cord-317465-ucwuptgg 289 5 impact impact NN cord-317465-ucwuptgg 289 6 of of IN cord-317465-ucwuptgg 289 7 human human JJ cord-317465-ucwuptgg 289 8 mobility mobility NN cord-317465-ucwuptgg 289 9 on on IN cord-317465-ucwuptgg 289 10 the the DT cord-317465-ucwuptgg 289 11 transmission transmission NN cord-317465-ucwuptgg 289 12 of of IN cord-317465-ucwuptgg 289 13 2019-nCoV. 2019-ncov. CD cord-317465-ucwuptgg 290 1 Considering consider VBG cord-317465-ucwuptgg 290 2 that that IN cord-317465-ucwuptgg 290 3 almost almost RB cord-317465-ucwuptgg 290 4 all all PDT cord-317465-ucwuptgg 290 5 the the DT cord-317465-ucwuptgg 290 6 new new JJ cord-317465-ucwuptgg 290 7 COVID-19 COVID-19 NNP cord-317465-ucwuptgg 290 8 cases case NNS cord-317465-ucwuptgg 290 9 outside outside IN cord-317465-ucwuptgg 290 10 the the DT cord-317465-ucwuptgg 290 11 city city NN cord-317465-ucwuptgg 290 12 of of IN cord-317465-ucwuptgg 290 13 Wuhan Wuhan NNP cord-317465-ucwuptgg 290 14 were be VBD cord-317465-ucwuptgg 290 15 confirmed confirm VBN cord-317465-ucwuptgg 290 16 after after IN cord-317465-ucwuptgg 290 17 the the DT cord-317465-ucwuptgg 290 18 Wuhan Wuhan NNP cord-317465-ucwuptgg 290 19 lockdown lockdown NN cord-317465-ucwuptgg 290 20 while while IN cord-317465-ucwuptgg 290 21 almost almost RB cord-317465-ucwuptgg 290 22 all all DT cord-317465-ucwuptgg 290 23 inter inter JJ cord-317465-ucwuptgg 290 24 - - JJ cord-317465-ucwuptgg 290 25 city city JJ cord-317465-ucwuptgg 290 26 population population NN cord-317465-ucwuptgg 290 27 flows flow NNS cord-317465-ucwuptgg 290 28 occurred occur VBD cord-317465-ucwuptgg 290 29 prior prior RB cord-317465-ucwuptgg 290 30 to to IN cord-317465-ucwuptgg 290 31 the the DT cord-317465-ucwuptgg 290 32 Wuhan Wuhan NNP cord-317465-ucwuptgg 290 33 lockdown lockdown NN cord-317465-ucwuptgg 290 34 ( ( -LRB- cord-317465-ucwuptgg 290 35 see see VB cord-317465-ucwuptgg 290 36 Figures figure NNS cord-317465-ucwuptgg 290 37 2 2 CD cord-317465-ucwuptgg 290 38 and and CC cord-317465-ucwuptgg 290 39 3 3 CD cord-317465-ucwuptgg 290 40 ) ) -RRB- cord-317465-ucwuptgg 290 41 , , , cord-317465-ucwuptgg 290 42 we -PRON- PRP cord-317465-ucwuptgg 290 43 investigate investigate VBP cord-317465-ucwuptgg 290 44 the the DT cord-317465-ucwuptgg 290 45 imported import VBN cord-317465-ucwuptgg 290 46 infections infection NNS cord-317465-ucwuptgg 290 47 by by IN cord-317465-ucwuptgg 290 48 specifically specifically RB cord-317465-ucwuptgg 290 49 looking look VBG cord-317465-ucwuptgg 290 50 at at IN cord-317465-ucwuptgg 290 51 the the DT cord-317465-ucwuptgg 290 52 impact impact NN cord-317465-ucwuptgg 290 53 of of IN cord-317465-ucwuptgg 290 54 population population NN cord-317465-ucwuptgg 290 55 inflows inflow NNS cord-317465-ucwuptgg 290 56 from from IN cord-317465-ucwuptgg 290 57 cities city NNS cord-317465-ucwuptgg 290 58 in in IN cord-317465-ucwuptgg 290 59 the the DT cord-317465-ucwuptgg 290 60 epicenter epicenter NN cord-317465-ucwuptgg 290 61 of of IN cord-317465-ucwuptgg 290 62 the the DT cord-317465-ucwuptgg 290 63 Novel Novel NNP cord-317465-ucwuptgg 290 64 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 290 65 outbreak outbreak NN cord-317465-ucwuptgg 290 66 , , , cord-317465-ucwuptgg 290 67 namely namely RB cord-317465-ucwuptgg 290 68 , , , cord-317465-ucwuptgg 290 69 Wuhan Wuhan NNP cord-317465-ucwuptgg 290 70 and and CC cord-317465-ucwuptgg 290 71 other other JJ cord-317465-ucwuptgg 290 72 cities city NNS cord-317465-ucwuptgg 290 73 in in IN cord-317465-ucwuptgg 290 74 Hubei Hubei NNP cord-317465-ucwuptgg 290 75 province province NN cord-317465-ucwuptgg 290 76 , , , cord-317465-ucwuptgg 290 77 on on IN cord-317465-ucwuptgg 290 78 the the DT cord-317465-ucwuptgg 290 79 new new JJ cord-317465-ucwuptgg 290 80 cases case NNS cord-317465-ucwuptgg 290 81 in in IN cord-317465-ucwuptgg 290 82 the the DT cord-317465-ucwuptgg 290 83 destination destination NN cord-317465-ucwuptgg 290 84 cities city NNS cord-317465-ucwuptgg 290 85 . . . cord-317465-ucwuptgg 291 1 Recognizing recognize VBG cord-317465-ucwuptgg 291 2 that that IN cord-317465-ucwuptgg 291 3 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 291 4 has have VBZ cord-317465-ucwuptgg 291 5 a a DT cord-317465-ucwuptgg 291 6 long long JJ cord-317465-ucwuptgg 291 7 incubation incubation NN cord-317465-ucwuptgg 291 8 period period NN cord-317465-ucwuptgg 291 9 , , , cord-317465-ucwuptgg 291 10 we -PRON- PRP cord-317465-ucwuptgg 291 11 estimate estimate VBP cord-317465-ucwuptgg 291 12 a a DT cord-317465-ucwuptgg 291 13 dynamic dynamic JJ cord-317465-ucwuptgg 291 14 distributed distribute VBN cord-317465-ucwuptgg 291 15 lag lag NN cord-317465-ucwuptgg 291 16 regression regression NN cord-317465-ucwuptgg 291 17 model model NN cord-317465-ucwuptgg 291 18 taking take VBG cord-317465-ucwuptgg 291 19 into into IN cord-317465-ucwuptgg 291 20 account account NN cord-317465-ucwuptgg 291 21 that that WDT cord-317465-ucwuptgg 291 22 inflows inflow NNS cord-317465-ucwuptgg 291 23 from from IN cord-317465-ucwuptgg 291 24 Wuhan Wuhan NNP cord-317465-ucwuptgg 291 25 with with IN cord-317465-ucwuptgg 291 26 different different JJ cord-317465-ucwuptgg 291 27 lags lag NNS cord-317465-ucwuptgg 291 28 may may MD cord-317465-ucwuptgg 291 29 have have VB cord-317465-ucwuptgg 291 30 differential differential JJ cord-317465-ucwuptgg 291 31 impacts impact NNS cord-317465-ucwuptgg 291 32 on on IN cord-317465-ucwuptgg 291 33 the the DT cord-317465-ucwuptgg 291 34 current current JJ cord-317465-ucwuptgg 291 35 new new JJ cord-317465-ucwuptgg 291 36 cases case NNS cord-317465-ucwuptgg 291 37 in in IN cord-317465-ucwuptgg 291 38 the the DT cord-317465-ucwuptgg 291 39 destination destination NN cord-317465-ucwuptgg 291 40 cities city NNS cord-317465-ucwuptgg 291 41 . . . cord-317465-ucwuptgg 292 1 Most Most JJS cord-317465-ucwuptgg 292 2 of of IN cord-317465-ucwuptgg 292 3 the the DT cord-317465-ucwuptgg 292 4 medical medical JJ cord-317465-ucwuptgg 292 5 literature literature NN cord-317465-ucwuptgg 292 6 states state VBZ cord-317465-ucwuptgg 292 7 that that IN cord-317465-ucwuptgg 292 8 the the DT cord-317465-ucwuptgg 292 9 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 292 10 virus virus NN cord-317465-ucwuptgg 292 11 has have VBZ cord-317465-ucwuptgg 292 12 a a DT cord-317465-ucwuptgg 292 13 median median JJ cord-317465-ucwuptgg 292 14 incubation incubation NN cord-317465-ucwuptgg 292 15 period period NN cord-317465-ucwuptgg 292 16 of of IN cord-317465-ucwuptgg 292 17 five five CD cord-317465-ucwuptgg 292 18 days day NNS cord-317465-ucwuptgg 292 19 , , , cord-317465-ucwuptgg 292 20 and and CC cord-317465-ucwuptgg 292 21 some some DT cord-317465-ucwuptgg 292 22 can can MD cord-317465-ucwuptgg 292 23 have have VB cord-317465-ucwuptgg 292 24 an an DT cord-317465-ucwuptgg 292 25 incubation incubation NN cord-317465-ucwuptgg 292 26 period period NN cord-317465-ucwuptgg 292 27 of of IN cord-317465-ucwuptgg 292 28 14 14 CD cord-317465-ucwuptgg 292 29 days day NNS cord-317465-ucwuptgg 292 30 or or CC cord-317465-ucwuptgg 292 31 more more JJR cord-317465-ucwuptgg 292 32 ( ( -LRB- cord-317465-ucwuptgg 292 33 see see VB cord-317465-ucwuptgg 292 34 Lauer Lauer NNP cord-317465-ucwuptgg 292 35 et et NNP cord-317465-ucwuptgg 292 36 al al NNP cord-317465-ucwuptgg 292 37 . . . cord-317465-ucwuptgg 293 1 ( ( -LRB- cord-317465-ucwuptgg 293 2 2020 2020 CD cord-317465-ucwuptgg 293 3 ) ) -RRB- cord-317465-ucwuptgg 293 4 , , , cord-317465-ucwuptgg 293 5 e.g. e.g. RB cord-317465-ucwuptgg 293 6 ) ) -RRB- cord-317465-ucwuptgg 293 7 . . . cord-317465-ucwuptgg 294 1 Luckily luckily RB cord-317465-ucwuptgg 294 2 , , , cord-317465-ucwuptgg 294 3 our -PRON- PRP$ cord-317465-ucwuptgg 294 4 data data NN cord-317465-ucwuptgg 294 5 allows allow VBZ cord-317465-ucwuptgg 294 6 us -PRON- PRP cord-317465-ucwuptgg 294 7 to to TO cord-317465-ucwuptgg 294 8 incorporate incorporate VB cord-317465-ucwuptgg 294 9 the the DT cord-317465-ucwuptgg 294 10 possibility possibility NN cord-317465-ucwuptgg 294 11 that that IN cord-317465-ucwuptgg 294 12 contact contact NN cord-317465-ucwuptgg 294 13 with with IN cord-317465-ucwuptgg 294 14 an an DT cord-317465-ucwuptgg 294 15 infected infected JJ cord-317465-ucwuptgg 294 16 person person NN cord-317465-ucwuptgg 294 17 from from IN cord-317465-ucwuptgg 294 18 Wuhan Wuhan NNP cord-317465-ucwuptgg 294 19 or or CC cord-317465-ucwuptgg 294 20 other other JJ cord-317465-ucwuptgg 294 21 cities city NNS cord-317465-ucwuptgg 294 22 in in IN cord-317465-ucwuptgg 294 23 Hubei Hubei NNP cord-317465-ucwuptgg 294 24 can can MD cord-317465-ucwuptgg 294 25 result result VB cord-317465-ucwuptgg 294 26 in in IN cord-317465-ucwuptgg 294 27 confirmed confirm VBN cord-317465-ucwuptgg 294 28 infections infection NNS cord-317465-ucwuptgg 294 29 in in IN cord-317465-ucwuptgg 294 30 the the DT cord-317465-ucwuptgg 294 31 destination destination NN cord-317465-ucwuptgg 294 32 city city NN cord-317465-ucwuptgg 294 33 for for IN cord-317465-ucwuptgg 294 34 up up IN cord-317465-ucwuptgg 294 35 to to TO cord-317465-ucwuptgg 294 36 22 22 CD cord-317465-ucwuptgg 294 37 days day NNS cord-317465-ucwuptgg 294 38 . . . cord-317465-ucwuptgg 295 1 The the DT cord-317465-ucwuptgg 295 2 analysis analysis NN cord-317465-ucwuptgg 295 3 focuses focus VBZ cord-317465-ucwuptgg 295 4 on on IN cord-317465-ucwuptgg 295 5 the the DT cord-317465-ucwuptgg 295 6 daily daily JJ cord-317465-ucwuptgg 295 7 new new NN cord-317465-ucwuptgg 295 8 confirmed confirm VBD cord-317465-ucwuptgg 295 9 COVID-19 covid-19 CD cord-317465-ucwuptgg 295 10 cases case NNS cord-317465-ucwuptgg 295 11 in in IN cord-317465-ucwuptgg 295 12 the the DT cord-317465-ucwuptgg 295 13 post post JJ cord-317465-ucwuptgg 295 14 - - JJ cord-317465-ucwuptgg 295 15 Wuhan Wuhan NNP cord-317465-ucwuptgg 295 16 lockdown lockdown NN cord-317465-ucwuptgg 295 17 period period NN cord-317465-ucwuptgg 295 18 from from IN cord-317465-ucwuptgg 295 19 January January NNP cord-317465-ucwuptgg 295 20 23 23 CD cord-317465-ucwuptgg 295 21 to to IN cord-317465-ucwuptgg 295 22 February February NNP cord-317465-ucwuptgg 295 23 29 29 CD cord-317465-ucwuptgg 295 24 , , , cord-317465-ucwuptgg 295 25 2020 2020 CD cord-317465-ucwuptgg 295 26 , , , cord-317465-ucwuptgg 295 27 for for IN cord-317465-ucwuptgg 295 28 cities city NNS cord-317465-ucwuptgg 295 29 i i PRP cord-317465-ucwuptgg 295 30 that that WDT cord-317465-ucwuptgg 295 31 are be VBP cord-317465-ucwuptgg 295 32 outside outside RB cord-317465-ucwuptgg 295 33 of of IN cord-317465-ucwuptgg 295 34 Hubei Hubei NNP cord-317465-ucwuptgg 295 35 province province NN cord-317465-ucwuptgg 295 36 . . . cord-317465-ucwuptgg 296 1 Specifically specifically RB cord-317465-ucwuptgg 296 2 , , , cord-317465-ucwuptgg 296 3 we -PRON- PRP cord-317465-ucwuptgg 296 4 run run VBP cord-317465-ucwuptgg 296 5 the the DT cord-317465-ucwuptgg 296 6 following following JJ cord-317465-ucwuptgg 296 7 regression regression NN cord-317465-ucwuptgg 296 8 : : : cord-317465-ucwuptgg 296 9 17 17 CD cord-317465-ucwuptgg 296 10 where where WRB cord-317465-ucwuptgg 296 11 i i PRP cord-317465-ucwuptgg 296 12 indexes index VBZ cord-317465-ucwuptgg 296 13 the the DT cord-317465-ucwuptgg 296 14 cities city NNS cord-317465-ucwuptgg 296 15 outside outside RB cord-317465-ucwuptgg 296 16 of of IN cord-317465-ucwuptgg 296 17 Hubei Hubei NNP cord-317465-ucwuptgg 296 18 , , , cord-317465-ucwuptgg 296 19 and and CC cord-317465-ucwuptgg 296 20 t t NN cord-317465-ucwuptgg 296 21 ∈ ∈ NNP cord-317465-ucwuptgg 296 22 { { -LRB- cord-317465-ucwuptgg 296 23 23 23 CD cord-317465-ucwuptgg 296 24 , , , cord-317465-ucwuptgg 296 25 ... ... NFP cord-317465-ucwuptgg 296 26 , , , cord-317465-ucwuptgg 296 27 60 60 CD cord-317465-ucwuptgg 296 28 } } -RRB- cord-317465-ucwuptgg 296 29 indicate indicate VBP cord-317465-ucwuptgg 296 30 the the DT cord-317465-ucwuptgg 296 31 date date NN cord-317465-ucwuptgg 296 32 . . . cord-317465-ucwuptgg 297 1 18 18 CD cord-317465-ucwuptgg 297 2 κ κ NN cord-317465-ucwuptgg 297 3 ∈ ∈ NN cord-317465-ucwuptgg 297 4 { { -LRB- cord-317465-ucwuptgg 297 5 1 1 CD cord-317465-ucwuptgg 297 6 , , , cord-317465-ucwuptgg 297 7 ... ... NFP cord-317465-ucwuptgg 297 8 , , , cord-317465-ucwuptgg 298 1 22 22 LS cord-317465-ucwuptgg 298 2 } } -RRB- cord-317465-ucwuptgg 298 3 indicates indicate VBZ cord-317465-ucwuptgg 298 4 the the DT cord-317465-ucwuptgg 298 5 time time NN cord-317465-ucwuptgg 298 6 lapsed lapse VBN cord-317465-ucwuptgg 298 7 from from IN cord-317465-ucwuptgg 298 8 the the DT cord-317465-ucwuptgg 298 9 inflows inflow NNS cord-317465-ucwuptgg 298 10 from from IN cord-317465-ucwuptgg 298 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 298 12 or or CC cord-317465-ucwuptgg 298 13 other other JJ cord-317465-ucwuptgg 298 14 Hubei Hubei NNP cord-317465-ucwuptgg 298 15 cities city NNS cord-317465-ucwuptgg 298 16 till till IN cord-317465-ucwuptgg 298 17 the the DT cord-317465-ucwuptgg 298 18 current current JJ cord-317465-ucwuptgg 298 19 date date NN cord-317465-ucwuptgg 298 20 t. t. NNP cord-317465-ucwuptgg 298 21 Ln(1+NewCase Ln(1+NewCase NNP cord-317465-ucwuptgg 299 1 i i PRP cord-317465-ucwuptgg 299 2 , , , cord-317465-ucwuptgg 299 3 t t NNP cord-317465-ucwuptgg 299 4 ) ) -RRB- cord-317465-ucwuptgg 299 5 is be VBZ cord-317465-ucwuptgg 299 6 the the DT cord-317465-ucwuptgg 299 7 logarithm logarithm NN cord-317465-ucwuptgg 299 8 of of IN cord-317465-ucwuptgg 299 9 the the DT cord-317465-ucwuptgg 299 10 number number NN cord-317465-ucwuptgg 299 11 of of IN cord-317465-ucwuptgg 299 12 new new JJ cord-317465-ucwuptgg 299 13 confirmed confirm VBN cord-317465-ucwuptgg 299 14 cases case NNS cord-317465-ucwuptgg 299 15 in in IN cord-317465-ucwuptgg 299 16 city city NN cord-317465-ucwuptgg 299 17 i i PRP cord-317465-ucwuptgg 299 18 at at IN cord-317465-ucwuptgg 299 19 date date NN cord-317465-ucwuptgg 299 20 t. t. NNP cord-317465-ucwuptgg 299 21 Inflow Inflow NNP cord-317465-ucwuptgg 300 1 i i PRP cord-317465-ucwuptgg 300 2 , , , cord-317465-ucwuptgg 300 3 WH WH NNP cord-317465-ucwuptgg 300 4 , , , cord-317465-ucwuptgg 300 5 t−κ t−κ NNP cord-317465-ucwuptgg 300 6 and and CC cord-317465-ucwuptgg 300 7 j j NNP cord-317465-ucwuptgg 300 8 = = SYM cord-317465-ucwuptgg 300 9 i i NNP cord-317465-ucwuptgg 300 10 , , , cord-317465-ucwuptgg 300 11 j j NNP cord-317465-ucwuptgg 300 12 = = SYM cord-317465-ucwuptgg 300 13 WH WH NNP cord-317465-ucwuptgg 300 14 , , , cord-317465-ucwuptgg 300 15 j∈HB j∈HB NNP cord-317465-ucwuptgg 300 16 Inflow inflow NN cord-317465-ucwuptgg 301 1 i i PRP cord-317465-ucwuptgg 301 2 , , , cord-317465-ucwuptgg 301 3 j j NNP cord-317465-ucwuptgg 301 4 , , , cord-317465-ucwuptgg 301 5 t−κ t−κ NNP cord-317465-ucwuptgg 301 6 are be VBP cord-317465-ucwuptgg 301 7 the the DT cord-317465-ucwuptgg 301 8 inflows inflow NNS cord-317465-ucwuptgg 301 9 from from IN cord-317465-ucwuptgg 301 10 Wuhan Wuhan NNP cord-317465-ucwuptgg 301 11 , , , cord-317465-ucwuptgg 301 12 and and CC cord-317465-ucwuptgg 301 13 the the DT cord-317465-ucwuptgg 301 14 inflows inflow NNS cord-317465-ucwuptgg 301 15 from from IN cord-317465-ucwuptgg 301 16 the the DT cord-317465-ucwuptgg 301 17 16 16 CD cord-317465-ucwuptgg 301 18 other other JJ cord-317465-ucwuptgg 301 19 cities city NNS cord-317465-ucwuptgg 301 20 in in IN cord-317465-ucwuptgg 301 21 Hubei Hubei NNP cord-317465-ucwuptgg 301 22 to to IN cord-317465-ucwuptgg 301 23 city city NN cord-317465-ucwuptgg 301 24 i i PRP cord-317465-ucwuptgg 301 25 , , , cord-317465-ucwuptgg 301 26 respectively respectively RB cord-317465-ucwuptgg 301 27 , , , cord-317465-ucwuptgg 301 28 κ κ NN cord-317465-ucwuptgg 301 29 days day NNS cord-317465-ucwuptgg 301 30 prior prior RB cord-317465-ucwuptgg 301 31 17 17 CD cord-317465-ucwuptgg 301 32 Our -PRON- PRP$ cord-317465-ucwuptgg 301 33 log log NN cord-317465-ucwuptgg 301 34 - - HYPH cord-317465-ucwuptgg 301 35 log log NN cord-317465-ucwuptgg 301 36 specification specification NN cord-317465-ucwuptgg 301 37 is be VBZ cord-317465-ucwuptgg 301 38 based base VBN cord-317465-ucwuptgg 301 39 on on IN cord-317465-ucwuptgg 301 40 the the DT cord-317465-ucwuptgg 301 41 classical classical JJ cord-317465-ucwuptgg 301 42 susceptible susceptible JJ cord-317465-ucwuptgg 301 43 - - HYPH cord-317465-ucwuptgg 301 44 infectious infectious RB cord-317465-ucwuptgg 301 45 - - HYPH cord-317465-ucwuptgg 301 46 removed remove VBN cord-317465-ucwuptgg 301 47 ( ( -LRB- cord-317465-ucwuptgg 301 48 SIR SIR NNP cord-317465-ucwuptgg 301 49 ) ) -RRB- cord-317465-ucwuptgg 301 50 model model NN cord-317465-ucwuptgg 301 51 in in IN cord-317465-ucwuptgg 301 52 epidemiology epidemiology NN cord-317465-ucwuptgg 301 53 . . . cord-317465-ucwuptgg 302 1 18 18 CD cord-317465-ucwuptgg 302 2 Date date NN cord-317465-ucwuptgg 302 3 t t NN cord-317465-ucwuptgg 302 4 = = SYM cord-317465-ucwuptgg 302 5 23 23 CD cord-317465-ucwuptgg 302 6 indicates indicate VBZ cord-317465-ucwuptgg 302 7 the the DT cord-317465-ucwuptgg 302 8 date date NN cord-317465-ucwuptgg 302 9 of of IN cord-317465-ucwuptgg 302 10 January January NNP cord-317465-ucwuptgg 302 11 23 23 CD cord-317465-ucwuptgg 302 12 , , , cord-317465-ucwuptgg 302 13 2020 2020 CD cord-317465-ucwuptgg 302 14 , , , cord-317465-ucwuptgg 302 15 and and CC cord-317465-ucwuptgg 302 16 t t NN cord-317465-ucwuptgg 302 17 = = SYM cord-317465-ucwuptgg 302 18 60 60 CD cord-317465-ucwuptgg 302 19 the the DT cord-317465-ucwuptgg 302 20 date date NN cord-317465-ucwuptgg 302 21 of of IN cord-317465-ucwuptgg 302 22 February February NNP cord-317465-ucwuptgg 302 23 29 29 CD cord-317465-ucwuptgg 302 24 , , , cord-317465-ucwuptgg 302 25 2020 2020 CD cord-317465-ucwuptgg 302 26 . . . cord-317465-ucwuptgg 302 27 . . . cord-317465-ucwuptgg 303 1 CC CC NNP cord-317465-ucwuptgg 303 2 - - HYPH cord-317465-ucwuptgg 303 3 BY BY NNP cord-317465-ucwuptgg 303 4 - - HYPH cord-317465-ucwuptgg 303 5 NC NC NNP cord-317465-ucwuptgg 303 6 - - HYPH cord-317465-ucwuptgg 303 7 ND ND NNP cord-317465-ucwuptgg 303 8 4.0 4.0 CD cord-317465-ucwuptgg 303 9 International international JJ cord-317465-ucwuptgg 303 10 license license NN cord-317465-ucwuptgg 304 1 It -PRON- PRP cord-317465-ucwuptgg 304 2 is be VBZ cord-317465-ucwuptgg 304 3 made make VBN cord-317465-ucwuptgg 304 4 available available JJ cord-317465-ucwuptgg 304 5 under under IN cord-317465-ucwuptgg 304 6 a a DT cord-317465-ucwuptgg 304 7 author author NN cord-317465-ucwuptgg 304 8 / / SYM cord-317465-ucwuptgg 304 9 funder funder NN cord-317465-ucwuptgg 304 10 , , , cord-317465-ucwuptgg 304 11 who who WP cord-317465-ucwuptgg 304 12 has have VBZ cord-317465-ucwuptgg 304 13 granted grant VBN cord-317465-ucwuptgg 304 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 304 15 a a DT cord-317465-ucwuptgg 304 16 license license NN cord-317465-ucwuptgg 304 17 to to TO cord-317465-ucwuptgg 304 18 display display VB cord-317465-ucwuptgg 304 19 the the DT cord-317465-ucwuptgg 304 20 preprint preprint NN cord-317465-ucwuptgg 304 21 in in IN cord-317465-ucwuptgg 304 22 perpetuity perpetuity NN cord-317465-ucwuptgg 304 23 . . . cord-317465-ucwuptgg 305 1 is be VBZ cord-317465-ucwuptgg 305 2 the the DT cord-317465-ucwuptgg 305 3 ( ( -LRB- cord-317465-ucwuptgg 305 4 which which WDT cord-317465-ucwuptgg 305 5 was be VBD cord-317465-ucwuptgg 305 6 not not RB cord-317465-ucwuptgg 305 7 peer peer NN cord-317465-ucwuptgg 305 8 - - HYPH cord-317465-ucwuptgg 305 9 reviewed review VBN cord-317465-ucwuptgg 305 10 ) ) -RRB- cord-317465-ucwuptgg 306 1 The the DT cord-317465-ucwuptgg 306 2 copyright copyright NN cord-317465-ucwuptgg 306 3 holder holder NN cord-317465-ucwuptgg 306 4 for for IN cord-317465-ucwuptgg 306 5 this this DT cord-317465-ucwuptgg 306 6 preprint preprint NN cord-317465-ucwuptgg 306 7 . . . cord-317465-ucwuptgg 307 1 to to IN cord-317465-ucwuptgg 307 2 the the DT cord-317465-ucwuptgg 307 3 focal focal JJ cord-317465-ucwuptgg 307 4 date date NN cord-317465-ucwuptgg 307 5 t. t. NN cord-317465-ucwuptgg 308 1 We -PRON- PRP cord-317465-ucwuptgg 308 2 control control VBP cord-317465-ucwuptgg 308 3 for for IN cord-317465-ucwuptgg 308 4 destination destination NN cord-317465-ucwuptgg 308 5 city city NN cord-317465-ucwuptgg 309 1 fixed fix VBN cord-317465-ucwuptgg 309 2 effects effect NNS cord-317465-ucwuptgg 309 3 µ µ NN cord-317465-ucwuptgg 309 4 i i NN cord-317465-ucwuptgg 309 5 and and CC cord-317465-ucwuptgg 309 6 date date NN cord-317465-ucwuptgg 309 7 fixed fix VBN cord-317465-ucwuptgg 309 8 effects effect NNS cord-317465-ucwuptgg 310 1 θ θ NNP cord-317465-ucwuptgg 310 2 t t NNP cord-317465-ucwuptgg 310 3 . . . cord-317465-ucwuptgg 311 1 Note note VB cord-317465-ucwuptgg 311 2 that that IN cord-317465-ucwuptgg 311 3 , , , cord-317465-ucwuptgg 311 4 in in IN cord-317465-ucwuptgg 311 5 this this DT cord-317465-ucwuptgg 311 6 regression regression NN cord-317465-ucwuptgg 311 7 we -PRON- PRP cord-317465-ucwuptgg 311 8 include include VBP cord-317465-ucwuptgg 311 9 only only RB cord-317465-ucwuptgg 311 10 cities city NNS cord-317465-ucwuptgg 311 11 outside outside RB cord-317465-ucwuptgg 311 12 of of IN cord-317465-ucwuptgg 311 13 Hubei Hubei NNP cord-317465-ucwuptgg 311 14 Province Province NNP cord-317465-ucwuptgg 311 15 for for IN cord-317465-ucwuptgg 311 16 two two CD cord-317465-ucwuptgg 311 17 reasons reason NNS cord-317465-ucwuptgg 311 18 . . . cord-317465-ucwuptgg 312 1 First first RB cord-317465-ucwuptgg 312 2 , , , cord-317465-ucwuptgg 312 3 Wuhan Wuhan NNP cord-317465-ucwuptgg 312 4 and and CC cord-317465-ucwuptgg 312 5 other other JJ cord-317465-ucwuptgg 312 6 cities city NNS cord-317465-ucwuptgg 312 7 in in IN cord-317465-ucwuptgg 312 8 Hubei Hubei NNP cord-317465-ucwuptgg 312 9 province province NN cord-317465-ucwuptgg 312 10 are be VBP cord-317465-ucwuptgg 312 11 the the DT cord-317465-ucwuptgg 312 12 epicenter epicenter NN cord-317465-ucwuptgg 312 13 of of IN cord-317465-ucwuptgg 312 14 the the DT cord-317465-ucwuptgg 312 15 Novel Novel NNP cord-317465-ucwuptgg 312 16 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 312 17 outbreak outbreak NN cord-317465-ucwuptgg 312 18 , , , cord-317465-ucwuptgg 312 19 and and CC cord-317465-ucwuptgg 312 20 we -PRON- PRP cord-317465-ucwuptgg 312 21 are be VBP cord-317465-ucwuptgg 312 22 interested interested JJ cord-317465-ucwuptgg 312 23 in in IN cord-317465-ucwuptgg 312 24 how how WRB cord-317465-ucwuptgg 312 25 population population NN cord-317465-ucwuptgg 312 26 outflows outflow NNS cord-317465-ucwuptgg 312 27 from from IN cord-317465-ucwuptgg 312 28 these these DT cord-317465-ucwuptgg 312 29 cities city NNS cord-317465-ucwuptgg 312 30 to to IN cord-317465-ucwuptgg 312 31 other other JJ cord-317465-ucwuptgg 312 32 cities city NNS cord-317465-ucwuptgg 312 33 outside outside IN cord-317465-ucwuptgg 312 34 Hubei Hubei NNP cord-317465-ucwuptgg 312 35 affect affect VBP cord-317465-ucwuptgg 312 36 the the DT cord-317465-ucwuptgg 312 37 destination destination NN cord-317465-ucwuptgg 312 38 cities city NNS cord-317465-ucwuptgg 312 39 ' ' POS cord-317465-ucwuptgg 312 40 COVID-19 covid-19 CD cord-317465-ucwuptgg 312 41 cases case NNS cord-317465-ucwuptgg 312 42 . . . cord-317465-ucwuptgg 313 1 Second second RB cord-317465-ucwuptgg 313 2 , , , cord-317465-ucwuptgg 313 3 the the DT cord-317465-ucwuptgg 313 4 confirmed confirm VBN cord-317465-ucwuptgg 313 5 COVID-19 covid-19 CD cord-317465-ucwuptgg 313 6 cases case NNS cord-317465-ucwuptgg 313 7 in in IN cord-317465-ucwuptgg 313 8 Wuhan Wuhan NNP cord-317465-ucwuptgg 313 9 and and CC cord-317465-ucwuptgg 313 10 other other JJ cord-317465-ucwuptgg 313 11 cities city NNS cord-317465-ucwuptgg 313 12 in in IN cord-317465-ucwuptgg 313 13 Hubei Hubei NNP cord-317465-ucwuptgg 313 14 province province NN cord-317465-ucwuptgg 313 15 are be VBP cord-317465-ucwuptgg 313 16 likely likely JJ cord-317465-ucwuptgg 313 17 to to TO cord-317465-ucwuptgg 313 18 be be VB cord-317465-ucwuptgg 313 19 inaccurate inaccurate JJ cord-317465-ucwuptgg 313 20 for for IN cord-317465-ucwuptgg 313 21 the the DT cord-317465-ucwuptgg 313 22 following follow VBG cord-317465-ucwuptgg 313 23 reasons reason NNS cord-317465-ucwuptgg 313 24 . . . cord-317465-ucwuptgg 314 1 First first RB cord-317465-ucwuptgg 314 2 , , , cord-317465-ucwuptgg 314 3 as as RB cord-317465-ucwuptgg 314 4 widely widely RB cord-317465-ucwuptgg 314 5 reported report VBN cord-317465-ucwuptgg 314 6 , , , cord-317465-ucwuptgg 314 7 the the DT cord-317465-ucwuptgg 314 8 health health NN cord-317465-ucwuptgg 314 9 care care NN cord-317465-ucwuptgg 314 10 systems system NNS cord-317465-ucwuptgg 314 11 in in IN cord-317465-ucwuptgg 314 12 Wuhan Wuhan NNP cord-317465-ucwuptgg 314 13 and and CC cord-317465-ucwuptgg 314 14 other other JJ cord-317465-ucwuptgg 314 15 cities city NNS cord-317465-ucwuptgg 314 16 in in IN cord-317465-ucwuptgg 314 17 Hubei Hubei NNP cord-317465-ucwuptgg 314 18 were be VBD cord-317465-ucwuptgg 314 19 totally totally RB cord-317465-ucwuptgg 314 20 overwhelmed overwhelmed JJ cord-317465-ucwuptgg 314 21 by by IN cord-317465-ucwuptgg 314 22 the the DT cord-317465-ucwuptgg 314 23 sheer sheer JJ cord-317465-ucwuptgg 314 24 number number NN cord-317465-ucwuptgg 314 25 of of IN cord-317465-ucwuptgg 314 26 COVID-19 covid-19 JJ cord-317465-ucwuptgg 314 27 patients patient NNS cord-317465-ucwuptgg 314 28 . . . cord-317465-ucwuptgg 315 1 This this DT cord-317465-ucwuptgg 315 2 made make VBD cord-317465-ucwuptgg 315 3 it -PRON- PRP cord-317465-ucwuptgg 315 4 impossible impossible JJ cord-317465-ucwuptgg 315 5 to to TO cord-317465-ucwuptgg 315 6 conduct conduct VB cord-317465-ucwuptgg 315 7 laboratory laboratory NN cord-317465-ucwuptgg 315 8 tests test NNS cord-317465-ucwuptgg 315 9 on on IN cord-317465-ucwuptgg 315 10 all all DT cord-317465-ucwuptgg 315 11 patients patient NNS cord-317465-ucwuptgg 315 12 , , , cord-317465-ucwuptgg 315 13 which which WDT cord-317465-ucwuptgg 315 14 can can MD cord-317465-ucwuptgg 315 15 lead lead VB cord-317465-ucwuptgg 315 16 to to IN cord-317465-ucwuptgg 315 17 delayed delay VBN cord-317465-ucwuptgg 315 18 confirmation confirmation NN cord-317465-ucwuptgg 315 19 of of IN cord-317465-ucwuptgg 315 20 infected infected JJ cord-317465-ucwuptgg 315 21 patients patient NNS cord-317465-ucwuptgg 315 22 . . . cord-317465-ucwuptgg 316 1 Second second RB cord-317465-ucwuptgg 316 2 , , , cord-317465-ucwuptgg 316 3 during during IN cord-317465-ucwuptgg 316 4 the the DT cord-317465-ucwuptgg 316 5 delay delay NN cord-317465-ucwuptgg 316 6 some some DT cord-317465-ucwuptgg 316 7 of of IN cord-317465-ucwuptgg 316 8 the the DT cord-317465-ucwuptgg 316 9 infected infected JJ cord-317465-ucwuptgg 316 10 may may MD cord-317465-ucwuptgg 316 11 have have VB cord-317465-ucwuptgg 316 12 healed heal VBN cord-317465-ucwuptgg 316 13 on on IN cord-317465-ucwuptgg 316 14 their -PRON- PRP$ cord-317465-ucwuptgg 316 15 own own JJ cord-317465-ucwuptgg 316 16 , , , cord-317465-ucwuptgg 316 17 or or CC cord-317465-ucwuptgg 316 18 have have VBP cord-317465-ucwuptgg 316 19 died die VBN cord-317465-ucwuptgg 316 20 before before IN cord-317465-ucwuptgg 316 21 being be VBG cord-317465-ucwuptgg 316 22 confirmed confirm VBN cord-317465-ucwuptgg 316 23 . . . cord-317465-ucwuptgg 317 1 Third third JJ cord-317465-ucwuptgg 317 2 , , , cord-317465-ucwuptgg 317 3 local local JJ cord-317465-ucwuptgg 317 4 government government NN cord-317465-ucwuptgg 317 5 officials official NNS cord-317465-ucwuptgg 317 6 may may MD cord-317465-ucwuptgg 317 7 face face VB cord-317465-ucwuptgg 317 8 strong strong JJ cord-317465-ucwuptgg 317 9 incentives incentive NNS cord-317465-ucwuptgg 317 10 to to IN cord-317465-ucwuptgg 317 11 under under IN cord-317465-ucwuptgg 317 12 - - HYPH cord-317465-ucwuptgg 317 13 report report VB cord-317465-ucwuptgg 317 14 the the DT cord-317465-ucwuptgg 317 15 number number NN cord-317465-ucwuptgg 317 16 of of IN cord-317465-ucwuptgg 317 17 infected infected JJ cord-317465-ucwuptgg 317 18 cases case NNS cord-317465-ucwuptgg 317 19 . . . cord-317465-ucwuptgg 318 1 In in IN cord-317465-ucwuptgg 318 2 Section section NN cord-317465-ucwuptgg 318 3 4.2 4.2 CD cord-317465-ucwuptgg 318 4 , , , cord-317465-ucwuptgg 318 5 we -PRON- PRP cord-317465-ucwuptgg 318 6 will will MD cord-317465-ucwuptgg 318 7 evaluate evaluate VB cord-317465-ucwuptgg 318 8 the the DT cord-317465-ucwuptgg 318 9 possible possible JJ cord-317465-ucwuptgg 318 10 downward downward JJ cord-317465-ucwuptgg 318 11 biases bias NNS cord-317465-ucwuptgg 318 12 of of IN cord-317465-ucwuptgg 318 13 the the DT cord-317465-ucwuptgg 318 14 officially officially RB cord-317465-ucwuptgg 318 15 reported report VBN cord-317465-ucwuptgg 318 16 cases case NNS cord-317465-ucwuptgg 318 17 in in IN cord-317465-ucwuptgg 318 18 Wuhan Wuhan NNP cord-317465-ucwuptgg 318 19 and and CC cord-317465-ucwuptgg 318 20 other other JJ cord-317465-ucwuptgg 318 21 cities city NNS cord-317465-ucwuptgg 318 22 in in IN cord-317465-ucwuptgg 318 23 Hubei Hubei NNP cord-317465-ucwuptgg 318 24 based base VBN cord-317465-ucwuptgg 318 25 on on IN cord-317465-ucwuptgg 318 26 our -PRON- PRP$ cord-317465-ucwuptgg 318 27 estimates estimate NNS cord-317465-ucwuptgg 318 28 . . . cord-317465-ucwuptgg 319 1 In in IN cord-317465-ucwuptgg 319 2 contrast contrast NN cord-317465-ucwuptgg 319 3 , , , cord-317465-ucwuptgg 319 4 the the DT cord-317465-ucwuptgg 319 5 confirmed confirm VBN cord-317465-ucwuptgg 319 6 cases case NNS cord-317465-ucwuptgg 319 7 in in IN cord-317465-ucwuptgg 319 8 other other JJ cord-317465-ucwuptgg 319 9 cities city NNS cord-317465-ucwuptgg 319 10 are be VBP cord-317465-ucwuptgg 319 11 likely likely JJ cord-317465-ucwuptgg 319 12 to to TO cord-317465-ucwuptgg 319 13 be be VB cord-317465-ucwuptgg 319 14 accurate accurate JJ cord-317465-ucwuptgg 319 15 , , , cord-317465-ucwuptgg 319 16 as as IN cord-317465-ucwuptgg 319 17 their -PRON- PRP$ cord-317465-ucwuptgg 319 18 numbers number NNS cord-317465-ucwuptgg 319 19 are be VBP cord-317465-ucwuptgg 319 20 not not RB cord-317465-ucwuptgg 319 21 large large JJ cord-317465-ucwuptgg 319 22 enough enough RB cord-317465-ucwuptgg 319 23 to to TO cord-317465-ucwuptgg 319 24 overwhelm overwhelm VB cord-317465-ucwuptgg 319 25 their -PRON- PRP$ cord-317465-ucwuptgg 319 26 local local JJ cord-317465-ucwuptgg 319 27 health health NN cord-317465-ucwuptgg 319 28 care care NN cord-317465-ucwuptgg 319 29 system system NN cord-317465-ucwuptgg 319 30 ; ; : cord-317465-ucwuptgg 319 31 and and CC cord-317465-ucwuptgg 319 32 the the DT cord-317465-ucwuptgg 319 33 incentives incentive NNS cord-317465-ucwuptgg 319 34 to to IN cord-317465-ucwuptgg 319 35 under under IN cord-317465-ucwuptgg 319 36 - - HYPH cord-317465-ucwuptgg 319 37 report report NN cord-317465-ucwuptgg 319 38 are be VBP cord-317465-ucwuptgg 319 39 much much RB cord-317465-ucwuptgg 319 40 weaker weak JJR cord-317465-ucwuptgg 319 41 in in IN cord-317465-ucwuptgg 319 42 cities city NNS cord-317465-ucwuptgg 319 43 outside outside RB cord-317465-ucwuptgg 319 44 of of IN cord-317465-ucwuptgg 319 45 Hubei Hubei NNP cord-317465-ucwuptgg 319 46 . . . cord-317465-ucwuptgg 320 1 The the DT cord-317465-ucwuptgg 320 2 estimated estimate VBN cord-317465-ucwuptgg 320 3 coefficients coefficient NNS cord-317465-ucwuptgg 320 4 β β XX cord-317465-ucwuptgg 320 5 1κ 1κ CD cord-317465-ucwuptgg 320 6 and and CC cord-317465-ucwuptgg 320 7 β β NN cord-317465-ucwuptgg 320 8 2κ 2κ CD cord-317465-ucwuptgg 320 9 in in IN cord-317465-ucwuptgg 320 10 Equation Equation NNP cord-317465-ucwuptgg 320 11 ( ( -LRB- cord-317465-ucwuptgg 320 12 3 3 CD cord-317465-ucwuptgg 320 13 ) ) -RRB- cord-317465-ucwuptgg 320 14 respectively respectively RB cord-317465-ucwuptgg 320 15 represent represent VBP cord-317465-ucwuptgg 320 16 the the DT cord-317465-ucwuptgg 320 17 impact impact NN cord-317465-ucwuptgg 320 18 of of IN cord-317465-ucwuptgg 320 19 the the DT cord-317465-ucwuptgg 320 20 inflows inflow NNS cord-317465-ucwuptgg 320 21 from from IN cord-317465-ucwuptgg 320 22 Wuhan Wuhan NNP cord-317465-ucwuptgg 320 23 and and CC cord-317465-ucwuptgg 320 24 other other JJ cord-317465-ucwuptgg 320 25 cities city NNS cord-317465-ucwuptgg 320 26 in in IN cord-317465-ucwuptgg 320 27 Hubei Hubei NNP cord-317465-ucwuptgg 320 28 κ κ NN cord-317465-ucwuptgg 320 29 ∈ ∈ NN cord-317465-ucwuptgg 320 30 { { -LRB- cord-317465-ucwuptgg 320 31 1 1 CD cord-317465-ucwuptgg 320 32 , , , cord-317465-ucwuptgg 320 33 ... ... : cord-317465-ucwuptgg 320 34 , , , cord-317465-ucwuptgg 320 35 22 22 CD cord-317465-ucwuptgg 320 36 } } -RRB- cord-317465-ucwuptgg 320 37 days day NNS cord-317465-ucwuptgg 320 38 ago ago RB cord-317465-ucwuptgg 320 39 on on IN cord-317465-ucwuptgg 320 40 the the DT cord-317465-ucwuptgg 320 41 destination destination NN cord-317465-ucwuptgg 320 42 cities city NNS cord-317465-ucwuptgg 320 43 ' ' POS cord-317465-ucwuptgg 320 44 new new JJ cord-317465-ucwuptgg 320 45 cases case NNS cord-317465-ucwuptgg 320 46 today today NN cord-317465-ucwuptgg 320 47 . . . cord-317465-ucwuptgg 321 1 They -PRON- PRP cord-317465-ucwuptgg 321 2 are be VBP cord-317465-ucwuptgg 321 3 respectively respectively RB cord-317465-ucwuptgg 321 4 plotted plot VBN cord-317465-ucwuptgg 321 5 in in IN cord-317465-ucwuptgg 321 6 the the DT cord-317465-ucwuptgg 321 7 top top JJ cord-317465-ucwuptgg 321 8 and and CC cord-317465-ucwuptgg 321 9 bottom bottom JJ cord-317465-ucwuptgg 321 10 panels panel NNS cord-317465-ucwuptgg 321 11 of of IN cord-317465-ucwuptgg 321 12 Figure Figure NNP cord-317465-ucwuptgg 321 13 _SP cord-317465-ucwuptgg 321 14 4 4 CD cord-317465-ucwuptgg 321 15 . . . cord-317465-ucwuptgg 322 1 We -PRON- PRP cord-317465-ucwuptgg 322 2 also also RB cord-317465-ucwuptgg 322 3 fit fit VBP cord-317465-ucwuptgg 322 4 a a DT cord-317465-ucwuptgg 322 5 spline spline NN cord-317465-ucwuptgg 322 6 smoothed smooth VBN cord-317465-ucwuptgg 322 7 curve curve NN cord-317465-ucwuptgg 322 8 of of IN cord-317465-ucwuptgg 322 9 the the DT cord-317465-ucwuptgg 322 10 estimated estimate VBN cord-317465-ucwuptgg 322 11 effects effect NNS cord-317465-ucwuptgg 322 12 of of IN cord-317465-ucwuptgg 322 13 the the DT cord-317465-ucwuptgg 322 14 different different JJ cord-317465-ucwuptgg 322 15 lags lag NNS cord-317465-ucwuptgg 322 16 of of IN cord-317465-ucwuptgg 322 17 inflows inflow NNS cord-317465-ucwuptgg 322 18 from from IN cord-317465-ucwuptgg 322 19 Wuhan Wuhan NNP cord-317465-ucwuptgg 322 20 and and CC cord-317465-ucwuptgg 322 21 Hubei Hubei NNP cord-317465-ucwuptgg 322 22 , , , cord-317465-ucwuptgg 322 23 which which WDT cord-317465-ucwuptgg 322 24 both both DT cord-317465-ucwuptgg 322 25 show show VBP cord-317465-ucwuptgg 322 26 a a DT cord-317465-ucwuptgg 322 27 clear clear JJ cord-317465-ucwuptgg 322 28 inverted invert VBN cord-317465-ucwuptgg 322 29 U u NN cord-317465-ucwuptgg 322 30 -shape -shape : cord-317465-ucwuptgg 322 31 with with IN cord-317465-ucwuptgg 322 32 respect respect NN cord-317465-ucwuptgg 322 33 to to IN cord-317465-ucwuptgg 322 34 the the DT cord-317465-ucwuptgg 322 35 lags lag NNS cord-317465-ucwuptgg 322 36 . . . cord-317465-ucwuptgg 323 1 Interestingly interestingly RB cord-317465-ucwuptgg 323 2 , , , cord-317465-ucwuptgg 323 3 both both DT cord-317465-ucwuptgg 323 4 graphs graph NNS cord-317465-ucwuptgg 323 5 show show VBP cord-317465-ucwuptgg 323 6 that that IN cord-317465-ucwuptgg 323 7 the the DT cord-317465-ucwuptgg 323 8 largest large JJS cord-317465-ucwuptgg 323 9 impact impact NN cord-317465-ucwuptgg 323 10 on on IN cord-317465-ucwuptgg 323 11 the the DT cord-317465-ucwuptgg 323 12 newly newly RB cord-317465-ucwuptgg 323 13 confirm confirm JJ cord-317465-ucwuptgg 323 14 cases case NNS cord-317465-ucwuptgg 323 15 today today NN cord-317465-ucwuptgg 323 16 in in IN cord-317465-ucwuptgg 323 17 Chinese chinese JJ cord-317465-ucwuptgg 323 18 cities city NNS cord-317465-ucwuptgg 323 19 outside outside IN cord-317465-ucwuptgg 323 20 Hubei Hubei NNP cord-317465-ucwuptgg 323 21 comes come VBZ cord-317465-ucwuptgg 323 22 from from IN cord-317465-ucwuptgg 323 23 the the DT cord-317465-ucwuptgg 323 24 inflow inflow JJ cord-317465-ucwuptgg 323 25 population population NN cord-317465-ucwuptgg 323 26 from from IN cord-317465-ucwuptgg 323 27 Wuhan Wuhan NNP cord-317465-ucwuptgg 323 28 or or CC cord-317465-ucwuptgg 323 29 other other JJ cord-317465-ucwuptgg 323 30 cities city NNS cord-317465-ucwuptgg 323 31 in in IN cord-317465-ucwuptgg 323 32 Hubei Hubei NNP cord-317465-ucwuptgg 323 33 about about RB cord-317465-ucwuptgg 323 34 12 12 CD cord-317465-ucwuptgg 323 35 to to TO cord-317465-ucwuptgg 323 36 14 14 CD cord-317465-ucwuptgg 323 37 days day NNS cord-317465-ucwuptgg 323 38 ago ago RB cord-317465-ucwuptgg 323 39 . . . cord-317465-ucwuptgg 324 1 The the DT cord-317465-ucwuptgg 324 2 pattern pattern NN cord-317465-ucwuptgg 324 3 exhibited exhibit VBN cord-317465-ucwuptgg 324 4 in in IN cord-317465-ucwuptgg 324 5 Figure Figure NNP cord-317465-ucwuptgg 324 6 4 4 CD cord-317465-ucwuptgg 324 7 is be VBZ cord-317465-ucwuptgg 324 8 consistent consistent JJ cord-317465-ucwuptgg 324 9 with with IN cord-317465-ucwuptgg 324 10 the the DT cord-317465-ucwuptgg 324 11 hypothesis hypothesis NN cord-317465-ucwuptgg 324 12 that that IN cord-317465-ucwuptgg 324 13 the the DT cord-317465-ucwuptgg 324 14 incubation incubation NN cord-317465-ucwuptgg 324 15 period period NN cord-317465-ucwuptgg 324 16 of of IN cord-317465-ucwuptgg 324 17 the the DT cord-317465-ucwuptgg 324 18 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 324 19 is be VBZ cord-317465-ucwuptgg 324 20 up up IN cord-317465-ucwuptgg 324 21 to to TO cord-317465-ucwuptgg 324 22 12 12 CD cord-317465-ucwuptgg 324 23 to to TO cord-317465-ucwuptgg 324 24 14 14 CD cord-317465-ucwuptgg 324 25 days day NNS cord-317465-ucwuptgg 324 26 , , , cord-317465-ucwuptgg 324 27 but but CC cord-317465-ucwuptgg 324 28 also also RB cord-317465-ucwuptgg 324 29 consistent consistent JJ cord-317465-ucwuptgg 324 30 with with IN cord-317465-ucwuptgg 324 31 a a DT cord-317465-ucwuptgg 324 32 shorter short JJR cord-317465-ucwuptgg 324 33 incubation incubation NN cord-317465-ucwuptgg 324 34 period period NN cord-317465-ucwuptgg 324 35 coupled couple VBN cord-317465-ucwuptgg 324 36 with with IN cord-317465-ucwuptgg 324 37 secondary secondary JJ cord-317465-ucwuptgg 324 38 infections infection NNS cord-317465-ucwuptgg 324 39 . . . cord-317465-ucwuptgg 325 1 [ [ -LRB- cord-317465-ucwuptgg 325 2 Figure figure NN cord-317465-ucwuptgg 325 3 4 4 CD cord-317465-ucwuptgg 325 4 About about RB cord-317465-ucwuptgg 325 5 Here here RB cord-317465-ucwuptgg 325 6 ] ] -RRB- cord-317465-ucwuptgg 326 1 Anecdotal anecdotal JJ cord-317465-ucwuptgg 326 2 evidence evidence NN cord-317465-ucwuptgg 326 3 suggests suggest VBZ cord-317465-ucwuptgg 326 4 the the DT cord-317465-ucwuptgg 326 5 official official JJ cord-317465-ucwuptgg 326 6 statistics statistic NNS cord-317465-ucwuptgg 326 7 of of IN cord-317465-ucwuptgg 326 8 COVID-19 covid-19 JJ cord-317465-ucwuptgg 326 9 cases case NNS cord-317465-ucwuptgg 326 10 in in IN cord-317465-ucwuptgg 326 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 326 12 may may MD cord-317465-ucwuptgg 326 13 have have VB cord-317465-ucwuptgg 326 14 been be VBN cord-317465-ucwuptgg 326 15 under under RB cord-317465-ucwuptgg 326 16 - - HYPH cord-317465-ucwuptgg 326 17 reported report VBN cord-317465-ucwuptgg 326 18 due due IN cord-317465-ucwuptgg 326 19 to to IN cord-317465-ucwuptgg 326 20 the the DT cord-317465-ucwuptgg 326 21 shortages shortage NNS cord-317465-ucwuptgg 326 22 of of IN cord-317465-ucwuptgg 326 23 testing test VBG cord-317465-ucwuptgg 326 24 equipment equipment NN cord-317465-ucwuptgg 326 25 and and CC cord-317465-ucwuptgg 326 26 other other JJ cord-317465-ucwuptgg 326 27 medical medical JJ cord-317465-ucwuptgg 326 28 resources resource NNS cord-317465-ucwuptgg 326 29 . . . cord-317465-ucwuptgg 327 1 With with IN cord-317465-ucwuptgg 327 2 the the DT cord-317465-ucwuptgg 327 3 estimated estimate VBN cord-317465-ucwuptgg 327 4 dynamic dynamic JJ cord-317465-ucwuptgg 327 5 effects effect NNS cord-317465-ucwuptgg 327 6 as as IN cord-317465-ucwuptgg 327 7 shown show VBN cord-317465-ucwuptgg 327 8 in in IN cord-317465-ucwuptgg 327 9 Figure Figure NNP cord-317465-ucwuptgg 327 10 4 4 CD cord-317465-ucwuptgg 327 11 , , , cord-317465-ucwuptgg 327 12 which which WDT cord-317465-ucwuptgg 327 13 is be VBZ cord-317465-ucwuptgg 327 14 estimated estimate VBN cord-317465-ucwuptgg 327 15 under under IN cord-317465-ucwuptgg 327 16 the the DT cord-317465-ucwuptgg 327 17 plausible plausible JJ cord-317465-ucwuptgg 327 18 assumption assumption NN cord-317465-ucwuptgg 327 19 that that IN cord-317465-ucwuptgg 327 20 the the DT cord-317465-ucwuptgg 327 21 reported report VBN cord-317465-ucwuptgg 327 22 cases case NNS cord-317465-ucwuptgg 327 23 outside outside IN cord-317465-ucwuptgg 327 24 Hubei Hubei NNP cord-317465-ucwuptgg 327 25 Province Province NNP cord-317465-ucwuptgg 327 26 are be VBP cord-317465-ucwuptgg 327 27 reliable reliable JJ cord-317465-ucwuptgg 327 28 , , , cord-317465-ucwuptgg 327 29 we -PRON- PRP cord-317465-ucwuptgg 327 30 can can MD cord-317465-ucwuptgg 327 31 estimate estimate VB cord-317465-ucwuptgg 327 32 the the DT cord-317465-ucwuptgg 327 33 " " `` cord-317465-ucwuptgg 327 34 actual actual JJ cord-317465-ucwuptgg 327 35 " " '' cord-317465-ucwuptgg 327 36 ' ' '' cord-317465-ucwuptgg 327 37 number number NN cord-317465-ucwuptgg 327 38 of of IN cord-317465-ucwuptgg 327 39 infection infection NN cord-317465-ucwuptgg 327 40 cases case NNS cord-317465-ucwuptgg 327 41 in in IN cord-317465-ucwuptgg 327 42 Wuhan Wuhan NNP cord-317465-ucwuptgg 327 43 and and CC cord-317465-ucwuptgg 327 44 other other JJ cord-317465-ucwuptgg 327 45 cities city NNS cord-317465-ucwuptgg 327 46 in in IN cord-317465-ucwuptgg 327 47 Hubei Hubei NNP cord-317465-ucwuptgg 327 48 . . . cord-317465-ucwuptgg 328 1 14 14 CD cord-317465-ucwuptgg 328 2 . . . cord-317465-ucwuptgg 329 1 CC CC NNP cord-317465-ucwuptgg 329 2 - - HYPH cord-317465-ucwuptgg 329 3 BY BY NNP cord-317465-ucwuptgg 329 4 - - HYPH cord-317465-ucwuptgg 329 5 NC NC NNP cord-317465-ucwuptgg 329 6 - - HYPH cord-317465-ucwuptgg 329 7 ND ND NNP cord-317465-ucwuptgg 329 8 4.0 4.0 CD cord-317465-ucwuptgg 329 9 International international JJ cord-317465-ucwuptgg 329 10 license license NN cord-317465-ucwuptgg 329 11 It -PRON- PRP cord-317465-ucwuptgg 329 12 is be VBZ cord-317465-ucwuptgg 329 13 made make VBN cord-317465-ucwuptgg 329 14 available available JJ cord-317465-ucwuptgg 329 15 under under IN cord-317465-ucwuptgg 329 16 a a DT cord-317465-ucwuptgg 329 17 author author NN cord-317465-ucwuptgg 329 18 / / SYM cord-317465-ucwuptgg 329 19 funder funder NN cord-317465-ucwuptgg 329 20 , , , cord-317465-ucwuptgg 329 21 who who WP cord-317465-ucwuptgg 329 22 has have VBZ cord-317465-ucwuptgg 329 23 granted grant VBN cord-317465-ucwuptgg 329 24 medRxiv medRxiv NNS cord-317465-ucwuptgg 329 25 a a DT cord-317465-ucwuptgg 329 26 license license NN cord-317465-ucwuptgg 329 27 to to TO cord-317465-ucwuptgg 329 28 display display VB cord-317465-ucwuptgg 329 29 the the DT cord-317465-ucwuptgg 329 30 preprint preprint NN cord-317465-ucwuptgg 329 31 in in IN cord-317465-ucwuptgg 329 32 perpetuity perpetuity NN cord-317465-ucwuptgg 329 33 . . . cord-317465-ucwuptgg 330 1 is be VBZ cord-317465-ucwuptgg 330 2 the the DT cord-317465-ucwuptgg 330 3 ( ( -LRB- cord-317465-ucwuptgg 330 4 which which WDT cord-317465-ucwuptgg 330 5 was be VBD cord-317465-ucwuptgg 330 6 not not RB cord-317465-ucwuptgg 330 7 peer peer NN cord-317465-ucwuptgg 330 8 - - HYPH cord-317465-ucwuptgg 330 9 reviewed review VBN cord-317465-ucwuptgg 330 10 ) ) -RRB- cord-317465-ucwuptgg 331 1 The the DT cord-317465-ucwuptgg 331 2 copyright copyright NN cord-317465-ucwuptgg 331 3 holder holder NN cord-317465-ucwuptgg 331 4 for for IN cord-317465-ucwuptgg 331 5 this this DT cord-317465-ucwuptgg 331 6 preprint preprint NN cord-317465-ucwuptgg 331 7 . . . cord-317465-ucwuptgg 332 1 To to TO cord-317465-ucwuptgg 332 2 estimate estimate VB cord-317465-ucwuptgg 332 3 the the DT cord-317465-ucwuptgg 332 4 " " `` cord-317465-ucwuptgg 332 5 actual actual JJ cord-317465-ucwuptgg 332 6 " " '' cord-317465-ucwuptgg 332 7 number number NN cord-317465-ucwuptgg 332 8 of of IN cord-317465-ucwuptgg 332 9 infection infection NN cord-317465-ucwuptgg 332 10 cases case NNS cord-317465-ucwuptgg 332 11 in in IN cord-317465-ucwuptgg 332 12 Wuhan Wuhan NNP cord-317465-ucwuptgg 332 13 using use VBG cord-317465-ucwuptgg 332 14 the the DT cord-317465-ucwuptgg 332 15 estimated estimate VBN cord-317465-ucwuptgg 332 16 Equation equation NN cord-317465-ucwuptgg 332 17 ( ( -LRB- cord-317465-ucwuptgg 332 18 3 3 CD cord-317465-ucwuptgg 332 19 ) ) -RRB- cord-317465-ucwuptgg 332 20 , , , cord-317465-ucwuptgg 332 21 we -PRON- PRP cord-317465-ucwuptgg 332 22 technically technically RB cord-317465-ucwuptgg 332 23 need need VBP cord-317465-ucwuptgg 332 24 to to TO cord-317465-ucwuptgg 332 25 impute impute VB cord-317465-ucwuptgg 332 26 a a DT cord-317465-ucwuptgg 332 27 value value NN cord-317465-ucwuptgg 332 28 for for IN cord-317465-ucwuptgg 332 29 Inflow Inflow NNP cord-317465-ucwuptgg 332 30 WH WH NNP cord-317465-ucwuptgg 332 31 , , , cord-317465-ucwuptgg 332 32 WH WH NNP cord-317465-ucwuptgg 332 33 , , , cord-317465-ucwuptgg 332 34 t−κ t−κ NNP cord-317465-ucwuptgg 332 35 , , , cord-317465-ucwuptgg 332 36 that that DT cord-317465-ucwuptgg 332 37 is is RB cord-317465-ucwuptgg 332 38 " " `` cord-317465-ucwuptgg 332 39 inflows inflow NNS cord-317465-ucwuptgg 332 40 from from IN cord-317465-ucwuptgg 332 41 Wuhan Wuhan NNP cord-317465-ucwuptgg 332 42 to to IN cord-317465-ucwuptgg 332 43 Wuhan Wuhan NNP cord-317465-ucwuptgg 332 44 . . . cord-317465-ucwuptgg 333 1 " " `` cord-317465-ucwuptgg 333 2 We -PRON- PRP cord-317465-ucwuptgg 333 3 proxy proxy VBP cord-317465-ucwuptgg 333 4 these these DT cord-317465-ucwuptgg 333 5 inflows inflow NNS cord-317465-ucwuptgg 333 6 by by IN cord-317465-ucwuptgg 333 7 the the DT cord-317465-ucwuptgg 333 8 daily daily JJ cord-317465-ucwuptgg 333 9 within within IN cord-317465-ucwuptgg 333 10 - - HYPH cord-317465-ucwuptgg 333 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 333 12 population population NN cord-317465-ucwuptgg 333 13 movement movement NN cord-317465-ucwuptgg 333 14 from from IN cord-317465-ucwuptgg 333 15 January January NNP cord-317465-ucwuptgg 333 16 1 1 CD cord-317465-ucwuptgg 333 17 to to IN cord-317465-ucwuptgg 333 18 February February NNP cord-317465-ucwuptgg 333 19 29 29 CD cord-317465-ucwuptgg 333 20 , , , cord-317465-ucwuptgg 333 21 i.e. i.e. FW cord-317465-ucwuptgg 333 22 , , , cord-317465-ucwuptgg 333 23 by by IN cord-317465-ucwuptgg 333 24 WithinCityFlow withincityflow CD cord-317465-ucwuptgg 333 25 WH WH NNP cord-317465-ucwuptgg 333 26 , , , cord-317465-ucwuptgg 333 27 t−κ t−κ NNP cord-317465-ucwuptgg 333 28 . . . cord-317465-ucwuptgg 334 1 Similarly similarly RB cord-317465-ucwuptgg 334 2 , , , cord-317465-ucwuptgg 334 3 to to TO cord-317465-ucwuptgg 334 4 estimate estimate VB cord-317465-ucwuptgg 334 5 the the DT cord-317465-ucwuptgg 334 6 " " `` cord-317465-ucwuptgg 334 7 actual actual JJ cord-317465-ucwuptgg 334 8 " " '' cord-317465-ucwuptgg 334 9 number number NN cord-317465-ucwuptgg 334 10 of of IN cord-317465-ucwuptgg 334 11 infection infection NN cord-317465-ucwuptgg 334 12 cases case NNS cord-317465-ucwuptgg 334 13 in in IN cord-317465-ucwuptgg 334 14 other other JJ cord-317465-ucwuptgg 334 15 cities city NNS cord-317465-ucwuptgg 334 16 in in IN cord-317465-ucwuptgg 334 17 Hubei Hubei NNP cord-317465-ucwuptgg 334 18 , , , cord-317465-ucwuptgg 334 19 we -PRON- PRP cord-317465-ucwuptgg 334 20 need need VBP cord-317465-ucwuptgg 334 21 to to TO cord-317465-ucwuptgg 334 22 replace replace VB cord-317465-ucwuptgg 334 23 the the DT cord-317465-ucwuptgg 334 24 inflow inflow NN cord-317465-ucwuptgg 334 25 from from IN cord-317465-ucwuptgg 334 26 city city NN cord-317465-ucwuptgg 334 27 j j NNP cord-317465-ucwuptgg 334 28 to to IN cord-317465-ucwuptgg 334 29 itself -PRON- PRP cord-317465-ucwuptgg 334 30 by by IN cord-317465-ucwuptgg 334 31 the the DT cord-317465-ucwuptgg 334 32 corresponding corresponding JJ cord-317465-ucwuptgg 334 33 daily daily RB cord-317465-ucwuptgg 334 34 within within IN cord-317465-ucwuptgg 334 35 - - HYPH cord-317465-ucwuptgg 334 36 city city NN cord-317465-ucwuptgg 334 37 - - HYPH cord-317465-ucwuptgg 334 38 j j NNP cord-317465-ucwuptgg 334 39 population population NN cord-317465-ucwuptgg 334 40 movements movement NNS cord-317465-ucwuptgg 334 41 . . . cord-317465-ucwuptgg 335 1 We -PRON- PRP cord-317465-ucwuptgg 335 2 need need VBP cord-317465-ucwuptgg 335 3 to to TO cord-317465-ucwuptgg 335 4 make make VB cord-317465-ucwuptgg 335 5 an an DT cord-317465-ucwuptgg 335 6 additional additional JJ cord-317465-ucwuptgg 335 7 assumption assumption NN cord-317465-ucwuptgg 335 8 about about IN cord-317465-ucwuptgg 335 9 the the DT cord-317465-ucwuptgg 335 10 city city NN cord-317465-ucwuptgg 335 11 fixed fix VBN cord-317465-ucwuptgg 335 12 effects effect NNS cord-317465-ucwuptgg 335 13 . . . cord-317465-ucwuptgg 336 1 Recall recall VB cord-317465-ucwuptgg 336 2 that that IN cord-317465-ucwuptgg 336 3 cities city NNS cord-317465-ucwuptgg 336 4 in in IN cord-317465-ucwuptgg 336 5 Hubei Hubei NNP cord-317465-ucwuptgg 336 6 province province NN cord-317465-ucwuptgg 336 7 were be VBD cord-317465-ucwuptgg 336 8 not not RB cord-317465-ucwuptgg 336 9 included include VBN cord-317465-ucwuptgg 336 10 in in IN cord-317465-ucwuptgg 336 11 the the DT cord-317465-ucwuptgg 336 12 estimation estimation NN cord-317465-ucwuptgg 336 13 sample sample NN cord-317465-ucwuptgg 336 14 for for IN cord-317465-ucwuptgg 336 15 Equation equation NN cord-317465-ucwuptgg 336 16 ( ( -LRB- cord-317465-ucwuptgg 336 17 3 3 CD cord-317465-ucwuptgg 336 18 ) ) -RRB- cord-317465-ucwuptgg 336 19 , , , cord-317465-ucwuptgg 336 20 as as IN cord-317465-ucwuptgg 336 21 such such JJ cord-317465-ucwuptgg 336 22 there there EX cord-317465-ucwuptgg 336 23 are be VBP cord-317465-ucwuptgg 336 24 no no DT cord-317465-ucwuptgg 336 25 city city NN cord-317465-ucwuptgg 336 26 fixed fix VBN cord-317465-ucwuptgg 336 27 effects effect NNS cord-317465-ucwuptgg 336 28 estimated estimate VBN cord-317465-ucwuptgg 336 29 for for IN cord-317465-ucwuptgg 336 30 cities city NNS cord-317465-ucwuptgg 336 31 in in IN cord-317465-ucwuptgg 336 32 Hubei Hubei NNP cord-317465-ucwuptgg 336 33 . . . cord-317465-ucwuptgg 337 1 Luckily luckily RB cord-317465-ucwuptgg 337 2 , , , cord-317465-ucwuptgg 337 3 it -PRON- PRP cord-317465-ucwuptgg 337 4 is be VBZ cord-317465-ucwuptgg 337 5 plausible plausible JJ cord-317465-ucwuptgg 337 6 to to TO cord-317465-ucwuptgg 337 7 assume assume VB cord-317465-ucwuptgg 337 8 that that IN cord-317465-ucwuptgg 337 9 the the DT cord-317465-ucwuptgg 337 10 city city NN cord-317465-ucwuptgg 337 11 fixed fix VBN cord-317465-ucwuptgg 337 12 effects effect NNS cord-317465-ucwuptgg 337 13 in in IN cord-317465-ucwuptgg 337 14 Hubei Hubei NNP cord-317465-ucwuptgg 337 15 is be VBZ cord-317465-ucwuptgg 337 16 the the DT cord-317465-ucwuptgg 337 17 average average NN cord-317465-ucwuptgg 337 18 of of IN cord-317465-ucwuptgg 337 19 the the DT cord-317465-ucwuptgg 337 20 city city NN cord-317465-ucwuptgg 337 21 fixed fix VBN cord-317465-ucwuptgg 337 22 effects effect NNS cord-317465-ucwuptgg 337 23 of of IN cord-317465-ucwuptgg 337 24 all all DT cord-317465-ucwuptgg 337 25 Chinese chinese JJ cord-317465-ucwuptgg 337 26 cities city NNS cord-317465-ucwuptgg 337 27 outside outside IN cord-317465-ucwuptgg 337 28 Hubei Hubei NNP cord-317465-ucwuptgg 337 29 . . . cord-317465-ucwuptgg 338 1 According accord VBG cord-317465-ucwuptgg 338 2 to to IN cord-317465-ucwuptgg 338 3 World World NNP cord-317465-ucwuptgg 338 4 Bank Bank NNP cord-317465-ucwuptgg 338 5 's 's POS cord-317465-ucwuptgg 338 6 ( ( -LRB- cord-317465-ucwuptgg 338 7 respectively respectively RB cord-317465-ucwuptgg 338 8 , , , cord-317465-ucwuptgg 338 9 IMF IMF NNP cord-317465-ucwuptgg 338 10 's 's POS cord-317465-ucwuptgg 338 11 ) ) -RRB- cord-317465-ucwuptgg 338 12 method method NN cord-317465-ucwuptgg 338 13 of of IN cord-317465-ucwuptgg 338 14 estimating estimate VBG cord-317465-ucwuptgg 338 15 per per IN cord-317465-ucwuptgg 338 16 capita capita FW cord-317465-ucwuptgg 338 17 GDP gdp NN cord-317465-ucwuptgg 338 18 , , , cord-317465-ucwuptgg 338 19 Hubei Hubei NNP cord-317465-ucwuptgg 338 20 's 's POS cord-317465-ucwuptgg 338 21 per per IN cord-317465-ucwuptgg 338 22 capita capita FW cord-317465-ucwuptgg 338 23 GDP gdp NN cord-317465-ucwuptgg 338 24 in in IN cord-317465-ucwuptgg 338 25 2018 2018 CD cord-317465-ucwuptgg 338 26 was be VBD cord-317465-ucwuptgg 338 27 USD usd NN cord-317465-ucwuptgg 338 28 10,067 10,067 CD cord-317465-ucwuptgg 338 29 ( ( -LRB- cord-317465-ucwuptgg 338 30 respectively respectively RB cord-317465-ucwuptgg 338 31 , , , cord-317465-ucwuptgg 338 32 USD USD NNP cord-317465-ucwuptgg 338 33 10,054 10,054 CD cord-317465-ucwuptgg 338 34 ) ) -RRB- cord-317465-ucwuptgg 338 35 , , , cord-317465-ucwuptgg 338 36 and and CC cord-317465-ucwuptgg 338 37 the the DT cord-317465-ucwuptgg 338 38 average average NN cord-317465-ucwuptgg 338 39 per per IN cord-317465-ucwuptgg 338 40 capita capita FW cord-317465-ucwuptgg 338 41 GDP gdp NN cord-317465-ucwuptgg 338 42 of of IN cord-317465-ucwuptgg 338 43 mainland mainland NN cord-317465-ucwuptgg 338 44 China China NNP cord-317465-ucwuptgg 338 45 was be VBD cord-317465-ucwuptgg 338 46 USD usd NN cord-317465-ucwuptgg 338 47 9,769 9,769 CD cord-317465-ucwuptgg 338 48 ( ( -LRB- cord-317465-ucwuptgg 339 1 respectively respectively RB cord-317465-ucwuptgg 339 2 , , , cord-317465-ucwuptgg 339 3 USD USD NNP cord-317465-ucwuptgg 339 4 9,750 9,750 CD cord-317465-ucwuptgg 339 5 ) ) -RRB- cord-317465-ucwuptgg 339 6 . . . cord-317465-ucwuptgg 340 1 Hubei Hubei NNP cord-317465-ucwuptgg 340 2 is be VBZ cord-317465-ucwuptgg 340 3 not not RB cord-317465-ucwuptgg 340 4 only only RB cord-317465-ucwuptgg 340 5 geographically geographically RB cord-317465-ucwuptgg 340 6 and and CC cord-317465-ucwuptgg 340 7 demographically demographically RB cord-317465-ucwuptgg 340 8 in in IN cord-317465-ucwuptgg 340 9 the the DT cord-317465-ucwuptgg 340 10 center center NN cord-317465-ucwuptgg 340 11 of of IN cord-317465-ucwuptgg 340 12 mainland mainland NN cord-317465-ucwuptgg 340 13 China China NNP cord-317465-ucwuptgg 340 14 , , , cord-317465-ucwuptgg 340 15 it -PRON- PRP cord-317465-ucwuptgg 340 16 is be VBZ cord-317465-ucwuptgg 340 17 also also RB cord-317465-ucwuptgg 340 18 economically economically RB cord-317465-ucwuptgg 340 19 the the DT cord-317465-ucwuptgg 340 20 average average NN cord-317465-ucwuptgg 340 21 of of IN cord-317465-ucwuptgg 340 22 China China NNP cord-317465-ucwuptgg 340 23 . . . cord-317465-ucwuptgg 341 1 Thus thus RB cord-317465-ucwuptgg 341 2 we -PRON- PRP cord-317465-ucwuptgg 341 3 believe believe VBP cord-317465-ucwuptgg 341 4 it -PRON- PRP cord-317465-ucwuptgg 341 5 is be VBZ cord-317465-ucwuptgg 341 6 defensible defensible JJ cord-317465-ucwuptgg 341 7 to to TO cord-317465-ucwuptgg 341 8 proxy proxy VB cord-317465-ucwuptgg 341 9 the the DT cord-317465-ucwuptgg 341 10 fixed fix VBN cord-317465-ucwuptgg 341 11 effects effect NNS cord-317465-ucwuptgg 341 12 of of IN cord-317465-ucwuptgg 341 13 Hubei Hubei NNP cord-317465-ucwuptgg 341 14 cities city NNS cord-317465-ucwuptgg 341 15 by by IN cord-317465-ucwuptgg 341 16 the the DT cord-317465-ucwuptgg 341 17 average average NN cord-317465-ucwuptgg 341 18 of of IN cord-317465-ucwuptgg 341 19 the the DT cord-317465-ucwuptgg 341 20 city city NN cord-317465-ucwuptgg 341 21 fixed fix VBN cord-317465-ucwuptgg 341 22 effects effect NNS cord-317465-ucwuptgg 341 23 outside outside IN cord-317465-ucwuptgg 341 24 of of IN cord-317465-ucwuptgg 341 25 Hubei Hubei NNP cord-317465-ucwuptgg 341 26 . . . cord-317465-ucwuptgg 342 1 [ [ -LRB- cord-317465-ucwuptgg 342 2 Figure figure NN cord-317465-ucwuptgg 342 3 5 5 CD cord-317465-ucwuptgg 342 4 About about IN cord-317465-ucwuptgg 342 5 Here here RB cord-317465-ucwuptgg 342 6 ] ] -RRB- cord-317465-ucwuptgg 343 1 In in IN cord-317465-ucwuptgg 343 2 Figure figure NN cord-317465-ucwuptgg 343 3 5 5 CD cord-317465-ucwuptgg 343 4 , , , cord-317465-ucwuptgg 343 5 we -PRON- PRP cord-317465-ucwuptgg 343 6 plot plot VBP cord-317465-ucwuptgg 343 7 the the DT cord-317465-ucwuptgg 343 8 estimated estimate VBN cord-317465-ucwuptgg 343 9 daily daily JJ cord-317465-ucwuptgg 343 10 new new JJ cord-317465-ucwuptgg 343 11 cases case NNS cord-317465-ucwuptgg 343 12 according accord VBG cord-317465-ucwuptgg 343 13 to to IN cord-317465-ucwuptgg 343 14 the the DT cord-317465-ucwuptgg 343 15 above above RB cord-317465-ucwuptgg 343 16 - - HYPH cord-317465-ucwuptgg 343 17 described describe VBN cord-317465-ucwuptgg 343 18 method method NN cord-317465-ucwuptgg 343 19 using use VBG cord-317465-ucwuptgg 343 20 the the DT cord-317465-ucwuptgg 343 21 estimated estimate VBN cord-317465-ucwuptgg 343 22 Equation equation NN cord-317465-ucwuptgg 343 23 ( ( -LRB- cord-317465-ucwuptgg 343 24 3 3 CD cord-317465-ucwuptgg 343 25 ) ) -RRB- cord-317465-ucwuptgg 343 26 , , , cord-317465-ucwuptgg 343 27 as as RB cord-317465-ucwuptgg 343 28 well well RB cord-317465-ucwuptgg 343 29 as as IN cord-317465-ucwuptgg 343 30 the the DT cord-317465-ucwuptgg 343 31 corresponding corresponding JJ cord-317465-ucwuptgg 343 32 cumulative cumulative JJ cord-317465-ucwuptgg 343 33 cases case NNS cord-317465-ucwuptgg 343 34 for for IN cord-317465-ucwuptgg 343 35 Wuhan Wuhan NNP cord-317465-ucwuptgg 343 36 ( ( -LRB- cord-317465-ucwuptgg 343 37 Panel Panel NNP cord-317465-ucwuptgg 343 38 A A NNP cord-317465-ucwuptgg 343 39 ) ) -RRB- cord-317465-ucwuptgg 343 40 and and CC cord-317465-ucwuptgg 343 41 16 16 CD cord-317465-ucwuptgg 343 42 other other JJ cord-317465-ucwuptgg 343 43 cities city NNS cord-317465-ucwuptgg 343 44 of of IN cord-317465-ucwuptgg 343 45 Hubei Hubei NNP cord-317465-ucwuptgg 343 46 ( ( -LRB- cord-317465-ucwuptgg 343 47 Panel Panel NNP cord-317465-ucwuptgg 343 48 B B NNP cord-317465-ucwuptgg 343 49 ) ) -RRB- cord-317465-ucwuptgg 343 50 for for IN cord-317465-ucwuptgg 343 51 the the DT cord-317465-ucwuptgg 343 52 period period NN cord-317465-ucwuptgg 343 53 of of IN cord-317465-ucwuptgg 343 54 January January NNP cord-317465-ucwuptgg 343 55 23 23 CD cord-317465-ucwuptgg 343 56 to to IN cord-317465-ucwuptgg 343 57 February February NNP cord-317465-ucwuptgg 343 58 29 29 CD cord-317465-ucwuptgg 343 59 , , , cord-317465-ucwuptgg 343 60 2020 2020 CD cord-317465-ucwuptgg 343 61 . . . cord-317465-ucwuptgg 344 1 We -PRON- PRP cord-317465-ucwuptgg 344 2 also also RB cord-317465-ucwuptgg 344 3 plotted plot VBD cord-317465-ucwuptgg 344 4 the the DT cord-317465-ucwuptgg 344 5 corresponding corresponding JJ cord-317465-ucwuptgg 344 6 daily daily JJ cord-317465-ucwuptgg 344 7 and and CC cord-317465-ucwuptgg 344 8 cumulative cumulative JJ cord-317465-ucwuptgg 344 9 officially officially RB cord-317465-ucwuptgg 344 10 reported report VBN cord-317465-ucwuptgg 344 11 ( ( -LRB- cord-317465-ucwuptgg 344 12 i.e. i.e. FW cord-317465-ucwuptgg 344 13 , , , cord-317465-ucwuptgg 344 14 documented document VBN cord-317465-ucwuptgg 344 15 ) ) -RRB- cord-317465-ucwuptgg 344 16 cases case NNS cord-317465-ucwuptgg 344 17 . . . cord-317465-ucwuptgg 345 1 We -PRON- PRP cord-317465-ucwuptgg 345 2 find find VBP cord-317465-ucwuptgg 345 3 a a DT cord-317465-ucwuptgg 345 4 persistent persistent JJ cord-317465-ucwuptgg 345 5 gap gap NN cord-317465-ucwuptgg 345 6 between between IN cord-317465-ucwuptgg 345 7 the the DT cord-317465-ucwuptgg 345 8 estimated estimate VBN cord-317465-ucwuptgg 345 9 and and CC cord-317465-ucwuptgg 345 10 reported report VBN cord-317465-ucwuptgg 345 11 laboratory laboratory NN cord-317465-ucwuptgg 345 12 - - HYPH cord-317465-ucwuptgg 345 13 confirmed confirm VBN cord-317465-ucwuptgg 345 14 cases case NNS cord-317465-ucwuptgg 345 15 in in IN cord-317465-ucwuptgg 345 16 Wuhan Wuhan NNP cord-317465-ucwuptgg 345 17 before before IN cord-317465-ucwuptgg 345 18 February February NNP cord-317465-ucwuptgg 345 19 11 11 CD cord-317465-ucwuptgg 345 20 , , , cord-317465-ucwuptgg 345 21 2020 2020 CD cord-317465-ucwuptgg 345 22 , , , cord-317465-ucwuptgg 345 23 just just RB cord-317465-ucwuptgg 345 24 before before IN cord-317465-ucwuptgg 345 25 the the DT cord-317465-ucwuptgg 345 26 announcement announcement NN cord-317465-ucwuptgg 345 27 of of IN cord-317465-ucwuptgg 345 28 a a DT cord-317465-ucwuptgg 345 29 new new JJ cord-317465-ucwuptgg 345 30 Party Party NNP cord-317465-ucwuptgg 345 31 Secretary Secretary NNP cord-317465-ucwuptgg 345 32 for for IN cord-317465-ucwuptgg 345 33 Hubei Hubei NNP cord-317465-ucwuptgg 345 34 province province NN cord-317465-ucwuptgg 345 35 on on IN cord-317465-ucwuptgg 345 36 February February NNP cord-317465-ucwuptgg 345 37 12 12 CD cord-317465-ucwuptgg 345 38 , , , cord-317465-ucwuptgg 345 39 2020 2020 CD cord-317465-ucwuptgg 345 40 . . . cord-317465-ucwuptgg 346 1 The the DT cord-317465-ucwuptgg 346 2 estimated estimated JJ cord-317465-ucwuptgg 346 3 " " `` cord-317465-ucwuptgg 346 4 actual actual JJ cord-317465-ucwuptgg 346 5 " " '' cord-317465-ucwuptgg 346 6 number number NN cord-317465-ucwuptgg 346 7 of of IN cord-317465-ucwuptgg 346 8 infection infection NN cord-317465-ucwuptgg 346 9 cases case NNS cord-317465-ucwuptgg 346 10 is be VBZ cord-317465-ucwuptgg 346 11 2.48 2.48 CD cord-317465-ucwuptgg 346 12 times time NNS cord-317465-ucwuptgg 346 13 the the DT cord-317465-ucwuptgg 346 14 reported report VBN cord-317465-ucwuptgg 346 15 cases case NNS cord-317465-ucwuptgg 346 16 during during IN cord-317465-ucwuptgg 346 17 the the DT cord-317465-ucwuptgg 346 18 first first JJ cord-317465-ucwuptgg 346 19 20 20 CD cord-317465-ucwuptgg 346 20 days day NNS cord-317465-ucwuptgg 346 21 after after IN cord-317465-ucwuptgg 346 22 the the DT cord-317465-ucwuptgg 346 23 Wuhan Wuhan NNP cord-317465-ucwuptgg 346 24 lockdown lockdown NN cord-317465-ucwuptgg 346 25 , , , cord-317465-ucwuptgg 346 26 on on IN cord-317465-ucwuptgg 346 27 average average JJ cord-317465-ucwuptgg 346 28 . . . cord-317465-ucwuptgg 347 1 In in IN cord-317465-ucwuptgg 347 2 particularly particularly RB cord-317465-ucwuptgg 347 3 , , , cord-317465-ucwuptgg 347 4 we -PRON- PRP cord-317465-ucwuptgg 347 5 estimate estimate VBP cord-317465-ucwuptgg 347 6 that that IN cord-317465-ucwuptgg 347 7 on on IN cord-317465-ucwuptgg 347 8 January January NNP cord-317465-ucwuptgg 347 9 23 23 CD cord-317465-ucwuptgg 347 10 , , , cord-317465-ucwuptgg 347 11 2020 2020 CD cord-317465-ucwuptgg 347 12 , , , cord-317465-ucwuptgg 347 13 the the DT cord-317465-ucwuptgg 347 14 day day NN cord-317465-ucwuptgg 347 15 of of IN cord-317465-ucwuptgg 347 16 the the DT cord-317465-ucwuptgg 347 17 Wuhan Wuhan NNP cord-317465-ucwuptgg 347 18 lockdown lockdown NN cord-317465-ucwuptgg 347 19 , , , cord-317465-ucwuptgg 347 20 42.17 42.17 CD cord-317465-ucwuptgg 347 21 % % NN cord-317465-ucwuptgg 347 22 of of IN cord-317465-ucwuptgg 347 23 our -PRON- PRP$ cord-317465-ucwuptgg 347 24 estimated estimate VBN cord-317465-ucwuptgg 347 25 infections infection NNS cord-317465-ucwuptgg 347 26 in in IN cord-317465-ucwuptgg 347 27 Wuhan Wuhan NNP cord-317465-ucwuptgg 347 28 were be VBD cord-317465-ucwuptgg 347 29 undocumented undocumented JJ cord-317465-ucwuptgg 347 30 in in IN cord-317465-ucwuptgg 347 31 the the DT cord-317465-ucwuptgg 347 32 sense sense NN cord-317465-ucwuptgg 347 33 that that IN cord-317465-ucwuptgg 347 34 the the DT cord-317465-ucwuptgg 347 35 number number NN cord-317465-ucwuptgg 347 36 of of IN cord-317465-ucwuptgg 347 37 officially officially RB cord-317465-ucwuptgg 347 38 reported report VBN cord-317465-ucwuptgg 347 39 cases case NNS cord-317465-ucwuptgg 347 40 on on IN cord-317465-ucwuptgg 347 41 that that DT cord-317465-ucwuptgg 347 42 day day NN cord-317465-ucwuptgg 347 43 was be VBD cord-317465-ucwuptgg 347 44 only only RB cord-317465-ucwuptgg 347 45 57.83 57.83 CD cord-317465-ucwuptgg 347 46 % % NN cord-317465-ucwuptgg 347 47 of of IN cord-317465-ucwuptgg 347 48 our -PRON- PRP$ cord-317465-ucwuptgg 347 49 estimated estimate VBN cord-317465-ucwuptgg 347 50 infection infection NN cord-317465-ucwuptgg 347 51 cases case NNS cord-317465-ucwuptgg 347 52 . . . cord-317465-ucwuptgg 348 1 This this DT cord-317465-ucwuptgg 348 2 gap gap NN cord-317465-ucwuptgg 348 3 widened widen VBD cord-317465-ucwuptgg 348 4 over over IN cord-317465-ucwuptgg 348 5 time time NN cord-317465-ucwuptgg 348 6 , , , cord-317465-ucwuptgg 348 7 possibly possibly RB cord-317465-ucwuptgg 348 8 as as IN cord-317465-ucwuptgg 348 9 a a DT cord-317465-ucwuptgg 348 10 result result NN cord-317465-ucwuptgg 348 11 of of IN cord-317465-ucwuptgg 348 12 the the DT cord-317465-ucwuptgg 348 13 overwhelmed overwhelmed JJ cord-317465-ucwuptgg 348 14 health health NN cord-317465-ucwuptgg 348 15 care care NN cord-317465-ucwuptgg 348 16 system system NN cord-317465-ucwuptgg 348 17 , , , cord-317465-ucwuptgg 348 18 and and CC cord-317465-ucwuptgg 348 19 peaked peak VBD cord-317465-ucwuptgg 348 20 at at IN cord-317465-ucwuptgg 348 21 80.03 80.03 CD cord-317465-ucwuptgg 348 22 % % NN cord-317465-ucwuptgg 348 23 on on IN cord-317465-ucwuptgg 348 24 January January NNP cord-317465-ucwuptgg 348 25 26 26 CD cord-317465-ucwuptgg 348 26 . . . cord-317465-ucwuptgg 349 1 The the DT cord-317465-ucwuptgg 349 2 proportion proportion NN cord-317465-ucwuptgg 349 3 of of IN cord-317465-ucwuptgg 349 4 undocumented undocumented JJ cord-317465-ucwuptgg 349 5 infections infection NNS cord-317465-ucwuptgg 349 6 started start VBD cord-317465-ucwuptgg 349 7 to to TO cord-317465-ucwuptgg 349 8 decline decline VB cord-317465-ucwuptgg 349 9 gradually gradually RB cord-317465-ucwuptgg 349 10 afterward afterward RB cord-317465-ucwuptgg 349 11 , , , cord-317465-ucwuptgg 349 12 when when WRB cord-317465-ucwuptgg 349 13 more more JJR cord-317465-ucwuptgg 349 14 medical medical JJ cord-317465-ucwuptgg 349 15 support support NN cord-317465-ucwuptgg 349 16 and and CC cord-317465-ucwuptgg 349 17 resources resource NNS cord-317465-ucwuptgg 349 18 were be VBD cord-317465-ucwuptgg 349 19 mobilized mobilize VBN cord-317465-ucwuptgg 349 20 across across IN cord-317465-ucwuptgg 349 21 China China NNP cord-317465-ucwuptgg 349 22 to to TO cord-317465-ucwuptgg 349 23 support support VB cord-317465-ucwuptgg 349 24 Wuhan Wuhan NNP cord-317465-ucwuptgg 349 25 . . . cord-317465-ucwuptgg 350 1 As as IN cord-317465-ucwuptgg 350 2 of of IN cord-317465-ucwuptgg 350 3 February February NNP cord-317465-ucwuptgg 350 4 29 29 CD cord-317465-ucwuptgg 350 5 , , , cord-317465-ucwuptgg 350 6 we -PRON- PRP cord-317465-ucwuptgg 350 7 estimate estimate VBP cord-317465-ucwuptgg 350 8 that that IN cord-317465-ucwuptgg 350 9 there there EX cord-317465-ucwuptgg 350 10 were be VBD cord-317465-ucwuptgg 350 11 54,689 54,689 CD cord-317465-ucwuptgg 350 12 total total JJ cord-317465-ucwuptgg 350 13 COVID-19 covid-19 CD cord-317465-ucwuptgg 350 14 infections infection NNS cord-317465-ucwuptgg 350 15 in in IN cord-317465-ucwuptgg 350 16 Wuhan Wuhan NNP cord-317465-ucwuptgg 350 17 , , , cord-317465-ucwuptgg 350 18 which which WDT cord-317465-ucwuptgg 350 19 is be VBZ cord-317465-ucwuptgg 350 20 11.33 11.33 CD cord-317465-ucwuptgg 350 21 % % NN cord-317465-ucwuptgg 350 22 higher high JJR cord-317465-ucwuptgg 350 23 than than IN cord-317465-ucwuptgg 350 24 the the DT cord-317465-ucwuptgg 350 25 official official JJ cord-317465-ucwuptgg 350 26 reported report VBD cord-317465-ucwuptgg 350 27 statistics statistic NNS cord-317465-ucwuptgg 350 28 for for IN cord-317465-ucwuptgg 350 29 Wuhan Wuhan NNP cord-317465-ucwuptgg 350 30 -a -a HYPH cord-317465-ucwuptgg 350 31 total total NN cord-317465-ucwuptgg 350 32 of of IN cord-317465-ucwuptgg 350 33 49,122 49,122 CD cord-317465-ucwuptgg 350 34 cases case NNS cord-317465-ucwuptgg 350 35 . . . cord-317465-ucwuptgg 351 1 The the DT cord-317465-ucwuptgg 351 2 11.33 11.33 CD cord-317465-ucwuptgg 351 3 % % NN cord-317465-ucwuptgg 351 4 discrepancy discrepancy NN cord-317465-ucwuptgg 351 5 can can MD cord-317465-ucwuptgg 351 6 be be VB cord-317465-ucwuptgg 351 7 plausibly plausibly RB cord-317465-ucwuptgg 351 8 be be VB cord-317465-ucwuptgg 351 9 explained explain VBN cord-317465-ucwuptgg 351 10 by by IN cord-317465-ucwuptgg 351 11 the the DT cord-317465-ucwuptgg 351 12 unaccounted unaccounted JJ cord-317465-ucwuptgg 351 13 for for IN cord-317465-ucwuptgg 351 14 self self NN cord-317465-ucwuptgg 351 15 - - HYPH cord-317465-ucwuptgg 351 16 healing healing NN cord-317465-ucwuptgg 351 17 and and CC cord-317465-ucwuptgg 351 18 death death NN cord-317465-ucwuptgg 351 19 that that WDT cord-317465-ucwuptgg 351 20 might may MD cord-317465-ucwuptgg 351 21 have have VB cord-317465-ucwuptgg 351 22 occurred occur VBN cord-317465-ucwuptgg 351 23 during during IN cord-317465-ucwuptgg 351 24 the the DT cord-317465-ucwuptgg 351 25 early early JJ cord-317465-ucwuptgg 351 26 periods period NNS cord-317465-ucwuptgg 351 27 of of IN cord-317465-ucwuptgg 351 28 the the DT cord-317465-ucwuptgg 351 29 outbreak outbreak NN cord-317465-ucwuptgg 351 30 between between IN cord-317465-ucwuptgg 351 31 January January NNP cord-317465-ucwuptgg 351 32 23 23 CD cord-317465-ucwuptgg 351 33 and and CC cord-317465-ucwuptgg 351 34 early early JJ cord-317465-ucwuptgg 351 35 February February NNP cord-317465-ucwuptgg 351 36 . . . cord-317465-ucwuptgg 351 37 . . . cord-317465-ucwuptgg 352 1 CC CC NNP cord-317465-ucwuptgg 352 2 - - HYPH cord-317465-ucwuptgg 352 3 BY BY NNP cord-317465-ucwuptgg 352 4 - - HYPH cord-317465-ucwuptgg 352 5 NC NC NNP cord-317465-ucwuptgg 352 6 - - HYPH cord-317465-ucwuptgg 352 7 ND ND NNP cord-317465-ucwuptgg 352 8 4.0 4.0 CD cord-317465-ucwuptgg 352 9 International international JJ cord-317465-ucwuptgg 352 10 license license NN cord-317465-ucwuptgg 353 1 It -PRON- PRP cord-317465-ucwuptgg 353 2 is be VBZ cord-317465-ucwuptgg 353 3 made make VBN cord-317465-ucwuptgg 353 4 available available JJ cord-317465-ucwuptgg 353 5 under under IN cord-317465-ucwuptgg 353 6 a a DT cord-317465-ucwuptgg 353 7 author author NN cord-317465-ucwuptgg 353 8 / / SYM cord-317465-ucwuptgg 353 9 funder funder NN cord-317465-ucwuptgg 353 10 , , , cord-317465-ucwuptgg 353 11 who who WP cord-317465-ucwuptgg 353 12 has have VBZ cord-317465-ucwuptgg 353 13 granted grant VBN cord-317465-ucwuptgg 353 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 353 15 a a DT cord-317465-ucwuptgg 353 16 license license NN cord-317465-ucwuptgg 353 17 to to TO cord-317465-ucwuptgg 353 18 display display VB cord-317465-ucwuptgg 353 19 the the DT cord-317465-ucwuptgg 353 20 preprint preprint NN cord-317465-ucwuptgg 353 21 in in IN cord-317465-ucwuptgg 353 22 perpetuity perpetuity NN cord-317465-ucwuptgg 353 23 . . . cord-317465-ucwuptgg 354 1 is be VBZ cord-317465-ucwuptgg 354 2 the the DT cord-317465-ucwuptgg 354 3 ( ( -LRB- cord-317465-ucwuptgg 354 4 which which WDT cord-317465-ucwuptgg 354 5 was be VBD cord-317465-ucwuptgg 354 6 not not RB cord-317465-ucwuptgg 354 7 peer peer NN cord-317465-ucwuptgg 354 8 - - HYPH cord-317465-ucwuptgg 354 9 reviewed review VBN cord-317465-ucwuptgg 354 10 ) ) -RRB- cord-317465-ucwuptgg 355 1 The the DT cord-317465-ucwuptgg 355 2 copyright copyright NN cord-317465-ucwuptgg 355 3 holder holder NN cord-317465-ucwuptgg 355 4 for for IN cord-317465-ucwuptgg 355 5 this this DT cord-317465-ucwuptgg 355 6 preprint preprint NN cord-317465-ucwuptgg 355 7 . . . cord-317465-ucwuptgg 356 1 Thus thus RB cord-317465-ucwuptgg 356 2 , , , cord-317465-ucwuptgg 356 3 we -PRON- PRP cord-317465-ucwuptgg 356 4 are be VBP cord-317465-ucwuptgg 356 5 led lead VBN cord-317465-ucwuptgg 356 6 to to TO cord-317465-ucwuptgg 356 7 conclude conclude VB cord-317465-ucwuptgg 356 8 that that IN cord-317465-ucwuptgg 356 9 the the DT cord-317465-ucwuptgg 356 10 almost almost RB cord-317465-ucwuptgg 356 11 all all DT cord-317465-ucwuptgg 356 12 infection infection NN cord-317465-ucwuptgg 356 13 cases case NNS cord-317465-ucwuptgg 356 14 in in IN cord-317465-ucwuptgg 356 15 Wuhan Wuhan NNP cord-317465-ucwuptgg 356 16 were be VBD cord-317465-ucwuptgg 356 17 able able JJ cord-317465-ucwuptgg 356 18 to to TO cord-317465-ucwuptgg 356 19 be be VB cord-317465-ucwuptgg 356 20 treated treat VBN cord-317465-ucwuptgg 356 21 over over IN cord-317465-ucwuptgg 356 22 time time NN cord-317465-ucwuptgg 356 23 as as IN cord-317465-ucwuptgg 356 24 the the DT cord-317465-ucwuptgg 356 25 stress stress NN cord-317465-ucwuptgg 356 26 on on IN cord-317465-ucwuptgg 356 27 the the DT cord-317465-ucwuptgg 356 28 health health NN cord-317465-ucwuptgg 356 29 system system NN cord-317465-ucwuptgg 356 30 was be VBD cord-317465-ucwuptgg 356 31 relieved relieve VBN cord-317465-ucwuptgg 356 32 , , , cord-317465-ucwuptgg 356 33 and and CC cord-317465-ucwuptgg 356 34 moreover moreover RB cord-317465-ucwuptgg 356 35 , , , cord-317465-ucwuptgg 356 36 the the DT cord-317465-ucwuptgg 356 37 official official JJ cord-317465-ucwuptgg 356 38 statistics statistic NNS cord-317465-ucwuptgg 356 39 were be VBD cord-317465-ucwuptgg 356 40 mostly mostly RB cord-317465-ucwuptgg 356 41 accurate accurate JJ cord-317465-ucwuptgg 356 42 , , , cord-317465-ucwuptgg 356 43 as as IN cord-317465-ucwuptgg 356 44 can can MD cord-317465-ucwuptgg 356 45 be be VB cord-317465-ucwuptgg 356 46 seen see VBN cord-317465-ucwuptgg 356 47 from from IN cord-317465-ucwuptgg 356 48 the the DT cord-317465-ucwuptgg 356 49 left left JJ cord-317465-ucwuptgg 356 50 figure figure NN cord-317465-ucwuptgg 356 51 on on IN cord-317465-ucwuptgg 356 52 the the DT cord-317465-ucwuptgg 356 53 daily daily JJ cord-317465-ucwuptgg 356 54 new new JJ cord-317465-ucwuptgg 356 55 cases case NNS cord-317465-ucwuptgg 356 56 in in IN cord-317465-ucwuptgg 356 57 Panel Panel NNP cord-317465-ucwuptgg 356 58 A A NNP cord-317465-ucwuptgg 356 59 in in IN cord-317465-ucwuptgg 356 60 Figure figure NN cord-317465-ucwuptgg 356 61 5 5 CD cord-317465-ucwuptgg 356 62 . . . cord-317465-ucwuptgg 357 1 It -PRON- PRP cord-317465-ucwuptgg 357 2 is be VBZ cord-317465-ucwuptgg 357 3 useful useful JJ cord-317465-ucwuptgg 357 4 to to TO cord-317465-ucwuptgg 357 5 note note VB cord-317465-ucwuptgg 357 6 that that IN cord-317465-ucwuptgg 357 7 the the DT cord-317465-ucwuptgg 357 8 general general JJ cord-317465-ucwuptgg 357 9 pattern pattern NN cord-317465-ucwuptgg 357 10 of of IN cord-317465-ucwuptgg 357 11 the the DT cord-317465-ucwuptgg 357 12 undocumented undocumented JJ cord-317465-ucwuptgg 357 13 COVID-19 covid-19 CD cord-317465-ucwuptgg 357 14 infections infection NNS cord-317465-ucwuptgg 357 15 in in IN cord-317465-ucwuptgg 357 16 Wuhan Wuhan NNP cord-317465-ucwuptgg 357 17 before before RB cord-317465-ucwuptgg 357 18 and and CC cord-317465-ucwuptgg 357 19 after after IN cord-317465-ucwuptgg 357 20 the the DT cord-317465-ucwuptgg 357 21 lockdown lockdown NN cord-317465-ucwuptgg 357 22 based base VBN cord-317465-ucwuptgg 357 23 on on IN cord-317465-ucwuptgg 357 24 our -PRON- PRP$ cord-317465-ucwuptgg 357 25 estimates estimate NNS cord-317465-ucwuptgg 357 26 is be VBZ cord-317465-ucwuptgg 357 27 consistent consistent JJ cord-317465-ucwuptgg 357 28 with with IN cord-317465-ucwuptgg 357 29 that that DT cord-317465-ucwuptgg 357 30 reported report VBN cord-317465-ucwuptgg 357 31 in in IN cord-317465-ucwuptgg 357 32 Li Li NNP cord-317465-ucwuptgg 357 33 et et NNP cord-317465-ucwuptgg 357 34 al al NNP cord-317465-ucwuptgg 357 35 . . . cord-317465-ucwuptgg 358 1 ( ( -LRB- cord-317465-ucwuptgg 358 2 2020 2020 CD cord-317465-ucwuptgg 358 3 ) ) -RRB- cord-317465-ucwuptgg 358 4 . . . cord-317465-ucwuptgg 359 1 They -PRON- PRP cord-317465-ucwuptgg 359 2 use use VBP cord-317465-ucwuptgg 359 3 a a DT cord-317465-ucwuptgg 359 4 networked networked JJ cord-317465-ucwuptgg 359 5 dynamic dynamic JJ cord-317465-ucwuptgg 359 6 meta meta JJ cord-317465-ucwuptgg 359 7 - - HYPH cord-317465-ucwuptgg 359 8 population population NN cord-317465-ucwuptgg 359 9 model model NN cord-317465-ucwuptgg 359 10 and and CC cord-317465-ucwuptgg 359 11 Bayesian bayesian JJ cord-317465-ucwuptgg 359 12 inference inference NN cord-317465-ucwuptgg 359 13 to to TO cord-317465-ucwuptgg 359 14 estimate estimate VB cord-317465-ucwuptgg 359 15 the the DT cord-317465-ucwuptgg 359 16 proportion proportion NN cord-317465-ucwuptgg 359 17 of of IN cord-317465-ucwuptgg 359 18 undocumented undocumented JJ cord-317465-ucwuptgg 359 19 infections infection NNS cord-317465-ucwuptgg 359 20 in in IN cord-317465-ucwuptgg 359 21 the the DT cord-317465-ucwuptgg 359 22 epicenter epicenter NN cord-317465-ucwuptgg 359 23 of of IN cord-317465-ucwuptgg 359 24 the the DT cord-317465-ucwuptgg 359 25 outbreak outbreak NN cord-317465-ucwuptgg 359 26 , , , cord-317465-ucwuptgg 359 27 as as RB cord-317465-ucwuptgg 359 28 well well RB cord-317465-ucwuptgg 359 29 as as IN cord-317465-ucwuptgg 359 30 the the DT cord-317465-ucwuptgg 359 31 respective respective JJ cord-317465-ucwuptgg 359 32 inflection inflection NN cord-317465-ucwuptgg 359 33 rates rate NNS cord-317465-ucwuptgg 359 34 for for IN cord-317465-ucwuptgg 359 35 documented documented JJ cord-317465-ucwuptgg 359 36 and and CC cord-317465-ucwuptgg 359 37 undocumented undocumented JJ cord-317465-ucwuptgg 359 38 cases case NNS cord-317465-ucwuptgg 359 39 . . . cord-317465-ucwuptgg 360 1 They -PRON- PRP cord-317465-ucwuptgg 360 2 estimate estimate VBP cord-317465-ucwuptgg 360 3 that that IN cord-317465-ucwuptgg 360 4 86 86 CD cord-317465-ucwuptgg 360 5 % % NN cord-317465-ucwuptgg 360 6 of of IN cord-317465-ucwuptgg 360 7 all all DT cord-317465-ucwuptgg 360 8 infection infection NN cord-317465-ucwuptgg 360 9 cases case NNS cord-317465-ucwuptgg 360 10 as as IN cord-317465-ucwuptgg 360 11 of of IN cord-317465-ucwuptgg 360 12 January January NNP cord-317465-ucwuptgg 360 13 23 23 CD cord-317465-ucwuptgg 360 14 , , , cord-317465-ucwuptgg 360 15 2020 2020 CD cord-317465-ucwuptgg 360 16 were be VBD cord-317465-ucwuptgg 360 17 undocumented undocumented JJ cord-317465-ucwuptgg 360 18 . . . cord-317465-ucwuptgg 361 1 Our -PRON- PRP$ cord-317465-ucwuptgg 361 2 interpretation interpretation NN cord-317465-ucwuptgg 361 3 of of IN cord-317465-ucwuptgg 361 4 these these DT cord-317465-ucwuptgg 361 5 undocumented undocumented JJ cord-317465-ucwuptgg 361 6 cases case NNS cord-317465-ucwuptgg 361 7 is be VBZ cord-317465-ucwuptgg 361 8 broader broad JJR cord-317465-ucwuptgg 361 9 than than IN cord-317465-ucwuptgg 361 10 the the DT cord-317465-ucwuptgg 361 11 asymptomatic asymptomatic JJ cord-317465-ucwuptgg 361 12 cases case NNS cord-317465-ucwuptgg 361 13 ( ( -LRB- cord-317465-ucwuptgg 361 14 i.e. i.e. FW cord-317465-ucwuptgg 361 15 COVID-19 covid-19 JJ cord-317465-ucwuptgg 361 16 cases case NNS cord-317465-ucwuptgg 361 17 that that WDT cord-317465-ucwuptgg 361 18 do do VBP cord-317465-ucwuptgg 361 19 not not RB cord-317465-ucwuptgg 361 20 show show VB cord-317465-ucwuptgg 361 21 symptoms symptom NNS cord-317465-ucwuptgg 361 22 ) ) -RRB- cord-317465-ucwuptgg 361 23 ; ; : cord-317465-ucwuptgg 361 24 we -PRON- PRP cord-317465-ucwuptgg 361 25 believe believe VBP cord-317465-ucwuptgg 361 26 that that IN cord-317465-ucwuptgg 361 27 some some DT cord-317465-ucwuptgg 361 28 of of IN cord-317465-ucwuptgg 361 29 the the DT cord-317465-ucwuptgg 361 30 undocumented undocumented JJ cord-317465-ucwuptgg 361 31 cases case NNS cord-317465-ucwuptgg 361 32 were be VBD cord-317465-ucwuptgg 361 33 due due JJ cord-317465-ucwuptgg 361 34 to to IN cord-317465-ucwuptgg 361 35 the the DT cord-317465-ucwuptgg 361 36 lack lack NN cord-317465-ucwuptgg 361 37 of of IN cord-317465-ucwuptgg 361 38 ability ability NN cord-317465-ucwuptgg 361 39 to to TO cord-317465-ucwuptgg 361 40 test test VB cord-317465-ucwuptgg 361 41 the the DT cord-317465-ucwuptgg 361 42 rapidly rapidly RB cord-317465-ucwuptgg 361 43 increasing increase VBG cord-317465-ucwuptgg 361 44 infection infection NN cord-317465-ucwuptgg 361 45 cases case NNS cord-317465-ucwuptgg 361 46 in in IN cord-317465-ucwuptgg 361 47 the the DT cord-317465-ucwuptgg 361 48 early early JJ cord-317465-ucwuptgg 361 49 period period NN cord-317465-ucwuptgg 361 50 of of IN cord-317465-ucwuptgg 361 51 the the DT cord-317465-ucwuptgg 361 52 outbreak outbreak NN cord-317465-ucwuptgg 361 53 . . . cord-317465-ucwuptgg 362 1 Most Most JJS cord-317465-ucwuptgg 362 2 of of IN cord-317465-ucwuptgg 362 3 the the DT cord-317465-ucwuptgg 362 4 undocumented undocumented JJ cord-317465-ucwuptgg 362 5 cases case NNS cord-317465-ucwuptgg 362 6 become become VBP cord-317465-ucwuptgg 362 7 documented document VBN cord-317465-ucwuptgg 362 8 over over IN cord-317465-ucwuptgg 362 9 time time NN cord-317465-ucwuptgg 362 10 as as IN cord-317465-ucwuptgg 362 11 the the DT cord-317465-ucwuptgg 362 12 care care NN cord-317465-ucwuptgg 362 13 capacity capacity NN cord-317465-ucwuptgg 362 14 was be VBD cord-317465-ucwuptgg 362 15 strengthened strengthen VBN cord-317465-ucwuptgg 362 16 in in IN cord-317465-ucwuptgg 362 17 Wuhan Wuhan NNP cord-317465-ucwuptgg 362 18 . . . cord-317465-ucwuptgg 363 1 In in IN cord-317465-ucwuptgg 363 2 the the DT cord-317465-ucwuptgg 363 3 bottom bottom JJ cord-317465-ucwuptgg 363 4 panel panel NN cord-317465-ucwuptgg 363 5 of of IN cord-317465-ucwuptgg 363 6 Figure Figure NNP cord-317465-ucwuptgg 363 7 5 5 CD cord-317465-ucwuptgg 363 8 , , , cord-317465-ucwuptgg 363 9 we -PRON- PRP cord-317465-ucwuptgg 363 10 plot plot VBP cord-317465-ucwuptgg 363 11 our -PRON- PRP$ cord-317465-ucwuptgg 363 12 estimated estimate VBN cord-317465-ucwuptgg 363 13 daily daily JJ cord-317465-ucwuptgg 363 14 new new JJ cord-317465-ucwuptgg 363 15 confirmed confirm VBN cord-317465-ucwuptgg 363 16 cases case NNS cord-317465-ucwuptgg 363 17 and and CC cord-317465-ucwuptgg 363 18 total total JJ cord-317465-ucwuptgg 363 19 infection infection NN cord-317465-ucwuptgg 363 20 case case NN cord-317465-ucwuptgg 363 21 for for IN cord-317465-ucwuptgg 363 22 16 16 CD cord-317465-ucwuptgg 363 23 cities city NNS cord-317465-ucwuptgg 363 24 ( ( -LRB- cord-317465-ucwuptgg 363 25 other other JJ cord-317465-ucwuptgg 363 26 than than IN cord-317465-ucwuptgg 363 27 Wuhan Wuhan NNP cord-317465-ucwuptgg 363 28 ) ) -RRB- cord-317465-ucwuptgg 363 29 in in IN cord-317465-ucwuptgg 363 30 Hubei Hubei NNP cord-317465-ucwuptgg 363 31 province province NN cord-317465-ucwuptgg 363 32 , , , cord-317465-ucwuptgg 363 33 together together RB cord-317465-ucwuptgg 363 34 with with IN cord-317465-ucwuptgg 363 35 the the DT cord-317465-ucwuptgg 363 36 officially officially RB cord-317465-ucwuptgg 363 37 reported report VBN cord-317465-ucwuptgg 363 38 series series NN cord-317465-ucwuptgg 363 39 . . . cord-317465-ucwuptgg 364 1 We -PRON- PRP cord-317465-ucwuptgg 364 2 find find VBP cord-317465-ucwuptgg 364 3 that that IN cord-317465-ucwuptgg 364 4 in in IN cord-317465-ucwuptgg 364 5 the the DT cord-317465-ucwuptgg 364 6 16 16 CD cord-317465-ucwuptgg 364 7 cities city NNS cord-317465-ucwuptgg 364 8 , , , cord-317465-ucwuptgg 364 9 infections infection NNS cord-317465-ucwuptgg 364 10 were be VBD cord-317465-ucwuptgg 364 11 more more RBR cord-317465-ucwuptgg 364 12 seriously seriously RB cord-317465-ucwuptgg 364 13 underreported underreported JJ cord-317465-ucwuptgg 364 14 in in IN cord-317465-ucwuptgg 364 15 the the DT cord-317465-ucwuptgg 364 16 first first JJ cord-317465-ucwuptgg 364 17 week week NN cord-317465-ucwuptgg 364 18 after after IN cord-317465-ucwuptgg 364 19 the the DT cord-317465-ucwuptgg 364 20 Wuhan Wuhan NNP cord-317465-ucwuptgg 364 21 lockdown lockdown NN cord-317465-ucwuptgg 364 22 when when WRB cord-317465-ucwuptgg 364 23 our -PRON- PRP$ cord-317465-ucwuptgg 364 24 estimated estimate VBN cord-317465-ucwuptgg 364 25 infected infected JJ cord-317465-ucwuptgg 364 26 cases case NNS cord-317465-ucwuptgg 364 27 are be VBP cord-317465-ucwuptgg 364 28 1.87 1.87 CD cord-317465-ucwuptgg 364 29 times time NNS cord-317465-ucwuptgg 364 30 of of IN cord-317465-ucwuptgg 364 31 the the DT cord-317465-ucwuptgg 364 32 reported report VBN cord-317465-ucwuptgg 364 33 cases case NNS cord-317465-ucwuptgg 364 34 . . . cord-317465-ucwuptgg 365 1 Our -PRON- PRP$ cord-317465-ucwuptgg 365 2 estimate estimate NN cord-317465-ucwuptgg 365 3 reveals reveal VBZ cord-317465-ucwuptgg 365 4 a a DT cord-317465-ucwuptgg 365 5 very very RB cord-317465-ucwuptgg 365 6 high high JJ cord-317465-ucwuptgg 365 7 rate rate NN cord-317465-ucwuptgg 365 8 of of IN cord-317465-ucwuptgg 365 9 undocumented undocumented JJ cord-317465-ucwuptgg 365 10 infections infection NNS cord-317465-ucwuptgg 365 11 on on IN cord-317465-ucwuptgg 365 12 the the DT cord-317465-ucwuptgg 365 13 first first JJ cord-317465-ucwuptgg 365 14 day day NN cord-317465-ucwuptgg 365 15 of of IN cord-317465-ucwuptgg 365 16 Wuhan Wuhan NNP cord-317465-ucwuptgg 365 17 lockdown lockdown NN cord-317465-ucwuptgg 365 18 : : : cord-317465-ucwuptgg 365 19 79.8 79.8 CD cord-317465-ucwuptgg 365 20 % % NN cord-317465-ucwuptgg 365 21 . . . cord-317465-ucwuptgg 366 1 The the DT cord-317465-ucwuptgg 366 2 gap gap NN cord-317465-ucwuptgg 366 3 narrowed narrow VBD cord-317465-ucwuptgg 366 4 gradually gradually RB cord-317465-ucwuptgg 366 5 with with IN cord-317465-ucwuptgg 366 6 more more JJR cord-317465-ucwuptgg 366 7 medical medical JJ cord-317465-ucwuptgg 366 8 resources resource NNS cord-317465-ucwuptgg 366 9 provided provide VBN cord-317465-ucwuptgg 366 10 and and CC cord-317465-ucwuptgg 366 11 more more RBR cord-317465-ucwuptgg 366 12 stringent stringent JJ cord-317465-ucwuptgg 366 13 control control NN cord-317465-ucwuptgg 366 14 measures measure NNS cord-317465-ucwuptgg 366 15 implemented implement VBN cord-317465-ucwuptgg 366 16 in in IN cord-317465-ucwuptgg 366 17 those those DT cord-317465-ucwuptgg 366 18 cities city NNS cord-317465-ucwuptgg 366 19 . . . cord-317465-ucwuptgg 367 1 By by IN cord-317465-ucwuptgg 367 2 the the DT cord-317465-ucwuptgg 367 3 end end NN cord-317465-ucwuptgg 367 4 of of IN cord-317465-ucwuptgg 367 5 our -PRON- PRP$ cord-317465-ucwuptgg 367 6 study study NN cord-317465-ucwuptgg 367 7 period period NN cord-317465-ucwuptgg 367 8 on on IN cord-317465-ucwuptgg 367 9 February February NNP cord-317465-ucwuptgg 367 10 29 29 CD cord-317465-ucwuptgg 367 11 , , , cord-317465-ucwuptgg 367 12 2020 2020 CD cord-317465-ucwuptgg 367 13 , , , cord-317465-ucwuptgg 367 14 the the DT cord-317465-ucwuptgg 367 15 estimated estimate VBN cord-317465-ucwuptgg 367 16 " " `` cord-317465-ucwuptgg 367 17 actual actual JJ cord-317465-ucwuptgg 367 18 " " '' cord-317465-ucwuptgg 367 19 number number NN cord-317465-ucwuptgg 367 20 of of IN cord-317465-ucwuptgg 367 21 infections infection NNS cord-317465-ucwuptgg 367 22 is be VBZ cord-317465-ucwuptgg 367 23 17,999 17,999 CD cord-317465-ucwuptgg 367 24 cases case NNS cord-317465-ucwuptgg 367 25 in in IN cord-317465-ucwuptgg 367 26 16 16 CD cord-317465-ucwuptgg 367 27 other other JJ cord-317465-ucwuptgg 367 28 cities city NNS cord-317465-ucwuptgg 367 29 in in IN cord-317465-ucwuptgg 367 30 Hubei Hubei NNP cord-317465-ucwuptgg 367 31 , , , cord-317465-ucwuptgg 367 32 which which WDT cord-317465-ucwuptgg 367 33 is be VBZ cord-317465-ucwuptgg 367 34 17.4 17.4 CD cord-317465-ucwuptgg 367 35 % % NN cord-317465-ucwuptgg 367 36 higher high JJR cord-317465-ucwuptgg 367 37 than than IN cord-317465-ucwuptgg 367 38 the the DT cord-317465-ucwuptgg 367 39 officially officially RB cord-317465-ucwuptgg 367 40 reported report VBN cord-317465-ucwuptgg 367 41 cumulative cumulative JJ cord-317465-ucwuptgg 367 42 cases case NNS cord-317465-ucwuptgg 367 43 ( ( -LRB- cord-317465-ucwuptgg 367 44 15 15 CD cord-317465-ucwuptgg 367 45 , , , cord-317465-ucwuptgg 367 46 330 330 CD cord-317465-ucwuptgg 367 47 ) ) -RRB- cord-317465-ucwuptgg 367 48 . . . cord-317465-ucwuptgg 368 1 Again again RB cord-317465-ucwuptgg 368 2 , , , cord-317465-ucwuptgg 368 3 the the DT cord-317465-ucwuptgg 368 4 discrepancy discrepancy NN cord-317465-ucwuptgg 368 5 between between IN cord-317465-ucwuptgg 368 6 the the DT cord-317465-ucwuptgg 368 7 estimated estimate VBN cord-317465-ucwuptgg 368 8 and and CC cord-317465-ucwuptgg 368 9 officially officially RB cord-317465-ucwuptgg 368 10 reported report VBD cord-317465-ucwuptgg 368 11 cumulative cumulative JJ cord-317465-ucwuptgg 368 12 cases case NNS cord-317465-ucwuptgg 368 13 can can MD cord-317465-ucwuptgg 368 14 at at IN cord-317465-ucwuptgg 368 15 least least JJS cord-317465-ucwuptgg 368 16 be be VB cord-317465-ucwuptgg 368 17 partially partially RB cord-317465-ucwuptgg 368 18 attributed attribute VBN cord-317465-ucwuptgg 368 19 to to IN cord-317465-ucwuptgg 368 20 the the DT cord-317465-ucwuptgg 368 21 unaccounted unaccounted JJ cord-317465-ucwuptgg 368 22 for for IN cord-317465-ucwuptgg 368 23 self self NN cord-317465-ucwuptgg 368 24 - - HYPH cord-317465-ucwuptgg 368 25 healing healing NN cord-317465-ucwuptgg 368 26 and and CC cord-317465-ucwuptgg 368 27 death death NN cord-317465-ucwuptgg 368 28 that that WDT cord-317465-ucwuptgg 368 29 might may MD cord-317465-ucwuptgg 368 30 have have VB cord-317465-ucwuptgg 368 31 occurred occur VBN cord-317465-ucwuptgg 368 32 during during IN cord-317465-ucwuptgg 368 33 the the DT cord-317465-ucwuptgg 368 34 early early JJ cord-317465-ucwuptgg 368 35 periods period NNS cord-317465-ucwuptgg 368 36 of of IN cord-317465-ucwuptgg 368 37 the the DT cord-317465-ucwuptgg 368 38 outbreak outbreak NN cord-317465-ucwuptgg 368 39 . . . cord-317465-ucwuptgg 369 1 Locking lock VBG cord-317465-ucwuptgg 369 2 down down RP cord-317465-ucwuptgg 369 3 Wuhan Wuhan NNP cord-317465-ucwuptgg 369 4 , , , cord-317465-ucwuptgg 369 5 a a DT cord-317465-ucwuptgg 369 6 city city NN cord-317465-ucwuptgg 369 7 of of IN cord-317465-ucwuptgg 369 8 11 11 CD cord-317465-ucwuptgg 369 9 million million CD cord-317465-ucwuptgg 369 10 residents resident NNS cord-317465-ucwuptgg 369 11 , , , cord-317465-ucwuptgg 369 12 was be VBD cord-317465-ucwuptgg 369 13 an an DT cord-317465-ucwuptgg 369 14 unprecedented unprecedented JJ cord-317465-ucwuptgg 369 15 measure measure NN cord-317465-ucwuptgg 369 16 to to TO cord-317465-ucwuptgg 369 17 contain contain VB cord-317465-ucwuptgg 369 18 the the DT cord-317465-ucwuptgg 369 19 spread spread NN cord-317465-ucwuptgg 369 20 of of IN cord-317465-ucwuptgg 369 21 the the DT cord-317465-ucwuptgg 369 22 Novel Novel NNP cord-317465-ucwuptgg 369 23 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 369 24 . . . cord-317465-ucwuptgg 370 1 An an DT cord-317465-ucwuptgg 370 2 important important JJ cord-317465-ucwuptgg 370 3 policy policy NN cord-317465-ucwuptgg 370 4 - - HYPH cord-317465-ucwuptgg 370 5 relevant relevant JJ cord-317465-ucwuptgg 370 6 question question NN cord-317465-ucwuptgg 370 7 is be VBZ cord-317465-ucwuptgg 370 8 , , , cord-317465-ucwuptgg 370 9 then then RB cord-317465-ucwuptgg 370 10 , , , cord-317465-ucwuptgg 370 11 how how WRB cord-317465-ucwuptgg 370 12 many many JJ cord-317465-ucwuptgg 370 13 COVID-19 covid-19 JJ cord-317465-ucwuptgg 370 14 cases case NNS cord-317465-ucwuptgg 370 15 were be VBD cord-317465-ucwuptgg 370 16 actually actually RB cord-317465-ucwuptgg 370 17 prevented prevent VBN cord-317465-ucwuptgg 370 18 by by IN cord-317465-ucwuptgg 370 19 the the DT cord-317465-ucwuptgg 370 20 Wuhan Wuhan NNP cord-317465-ucwuptgg 370 21 lockdown lockdown NN cord-317465-ucwuptgg 370 22 in in IN cord-317465-ucwuptgg 370 23 China China NNP cord-317465-ucwuptgg 370 24 ? ? . cord-317465-ucwuptgg 371 1 To to TO cord-317465-ucwuptgg 371 2 answer answer VB cord-317465-ucwuptgg 371 3 this this DT cord-317465-ucwuptgg 371 4 question question NN cord-317465-ucwuptgg 371 5 , , , cord-317465-ucwuptgg 371 6 we -PRON- PRP cord-317465-ucwuptgg 371 7 must must MD cord-317465-ucwuptgg 371 8 estimate estimate VB cord-317465-ucwuptgg 371 9 the the DT cord-317465-ucwuptgg 371 10 counterfactual counterfactual JJ cord-317465-ucwuptgg 371 11 number number NN cord-317465-ucwuptgg 371 12 of of IN cord-317465-ucwuptgg 371 13 COVID-19 covid-19 JJ cord-317465-ucwuptgg 371 14 cases case NNS cord-317465-ucwuptgg 371 15 that that WDT cord-317465-ucwuptgg 371 16 would would MD cord-317465-ucwuptgg 371 17 have have VB cord-317465-ucwuptgg 371 18 occurred occur VBN cord-317465-ucwuptgg 371 19 in in IN cord-317465-ucwuptgg 371 20 other other JJ cord-317465-ucwuptgg 371 21 cities city NNS cord-317465-ucwuptgg 371 22 in in IN cord-317465-ucwuptgg 371 23 the the DT cord-317465-ucwuptgg 371 24 absence absence NN cord-317465-ucwuptgg 371 25 of of IN cord-317465-ucwuptgg 371 26 Wuhan Wuhan NNP cord-317465-ucwuptgg 371 27 lockdown lockdown NN cord-317465-ucwuptgg 371 28 , , , cord-317465-ucwuptgg 371 29 which which WDT cord-317465-ucwuptgg 371 30 would would MD cord-317465-ucwuptgg 371 31 , , , cord-317465-ucwuptgg 371 32 in in IN cord-317465-ucwuptgg 371 33 turn turn NN cord-317465-ucwuptgg 371 34 , , , cord-317465-ucwuptgg 371 35 . . . cord-317465-ucwuptgg 372 1 CC CC NNP cord-317465-ucwuptgg 372 2 - - HYPH cord-317465-ucwuptgg 372 3 BY BY NNP cord-317465-ucwuptgg 372 4 - - HYPH cord-317465-ucwuptgg 372 5 NC NC NNP cord-317465-ucwuptgg 372 6 - - HYPH cord-317465-ucwuptgg 372 7 ND ND NNP cord-317465-ucwuptgg 372 8 4.0 4.0 CD cord-317465-ucwuptgg 372 9 International international JJ cord-317465-ucwuptgg 372 10 license license NN cord-317465-ucwuptgg 373 1 It -PRON- PRP cord-317465-ucwuptgg 373 2 is be VBZ cord-317465-ucwuptgg 373 3 made make VBN cord-317465-ucwuptgg 373 4 available available JJ cord-317465-ucwuptgg 373 5 under under IN cord-317465-ucwuptgg 373 6 a a DT cord-317465-ucwuptgg 373 7 author author NN cord-317465-ucwuptgg 373 8 / / SYM cord-317465-ucwuptgg 373 9 funder funder NN cord-317465-ucwuptgg 373 10 , , , cord-317465-ucwuptgg 373 11 who who WP cord-317465-ucwuptgg 373 12 has have VBZ cord-317465-ucwuptgg 373 13 granted grant VBN cord-317465-ucwuptgg 373 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 373 15 a a DT cord-317465-ucwuptgg 373 16 license license NN cord-317465-ucwuptgg 373 17 to to TO cord-317465-ucwuptgg 373 18 display display VB cord-317465-ucwuptgg 373 19 the the DT cord-317465-ucwuptgg 373 20 preprint preprint NN cord-317465-ucwuptgg 373 21 in in IN cord-317465-ucwuptgg 373 22 perpetuity perpetuity NN cord-317465-ucwuptgg 373 23 . . . cord-317465-ucwuptgg 374 1 is be VBZ cord-317465-ucwuptgg 374 2 the the DT cord-317465-ucwuptgg 374 3 ( ( -LRB- cord-317465-ucwuptgg 374 4 which which WDT cord-317465-ucwuptgg 374 5 was be VBD cord-317465-ucwuptgg 374 6 not not RB cord-317465-ucwuptgg 374 7 peer peer NN cord-317465-ucwuptgg 374 8 - - HYPH cord-317465-ucwuptgg 374 9 reviewed review VBN cord-317465-ucwuptgg 374 10 ) ) -RRB- cord-317465-ucwuptgg 375 1 The the DT cord-317465-ucwuptgg 375 2 copyright copyright NN cord-317465-ucwuptgg 375 3 holder holder NN cord-317465-ucwuptgg 375 4 for for IN cord-317465-ucwuptgg 375 5 this this DT cord-317465-ucwuptgg 375 6 preprint preprint NN cord-317465-ucwuptgg 375 7 . . . cord-317465-ucwuptgg 376 1 require require VB cord-317465-ucwuptgg 376 2 a a DT cord-317465-ucwuptgg 376 3 counterfactual counterfactual JJ cord-317465-ucwuptgg 376 4 estimate estimate NN cord-317465-ucwuptgg 376 5 of of IN cord-317465-ucwuptgg 376 6 the the DT cord-317465-ucwuptgg 376 7 outflows outflow NNS cord-317465-ucwuptgg 376 8 from from IN cord-317465-ucwuptgg 376 9 Wuhan Wuhan NNP cord-317465-ucwuptgg 376 10 to to IN cord-317465-ucwuptgg 376 11 other other JJ cord-317465-ucwuptgg 376 12 Chinese chinese JJ cord-317465-ucwuptgg 376 13 cities city NNS cord-317465-ucwuptgg 376 14 , , , cord-317465-ucwuptgg 376 15 had have VBD cord-317465-ucwuptgg 376 16 there there EX cord-317465-ucwuptgg 376 17 been be VBN cord-317465-ucwuptgg 376 18 no no DT cord-317465-ucwuptgg 376 19 lockdown lockdown NN cord-317465-ucwuptgg 376 20 of of IN cord-317465-ucwuptgg 376 21 Wuhan Wuhan NNP cord-317465-ucwuptgg 376 22 . . . cord-317465-ucwuptgg 377 1 In in IN cord-317465-ucwuptgg 377 2 Section section NN cord-317465-ucwuptgg 377 3 3 3 CD cord-317465-ucwuptgg 377 4 , , , cord-317465-ucwuptgg 377 5 we -PRON- PRP cord-317465-ucwuptgg 377 6 provided provide VBD cord-317465-ucwuptgg 377 7 the the DT cord-317465-ucwuptgg 377 8 estimates estimate NNS cord-317465-ucwuptgg 377 9 of of IN cord-317465-ucwuptgg 377 10 how how WRB cord-317465-ucwuptgg 377 11 panic panic NN cord-317465-ucwuptgg 377 12 effect effect NN cord-317465-ucwuptgg 377 13 and and CC cord-317465-ucwuptgg 377 14 virus virus NN cord-317465-ucwuptgg 377 15 effect effect NN cord-317465-ucwuptgg 377 16 will will MD cord-317465-ucwuptgg 377 17 separately separately RB cord-317465-ucwuptgg 377 18 affect affect VB cord-317465-ucwuptgg 377 19 the the DT cord-317465-ucwuptgg 377 20 outflows outflow NNS cord-317465-ucwuptgg 377 21 from from IN cord-317465-ucwuptgg 377 22 Wuhan Wuhan NNP cord-317465-ucwuptgg 377 23 to to IN cord-317465-ucwuptgg 377 24 other other JJ cord-317465-ucwuptgg 377 25 cities city NNS cord-317465-ucwuptgg 377 26 in in IN cord-317465-ucwuptgg 377 27 China China NNP cord-317465-ucwuptgg 377 28 , , , cord-317465-ucwuptgg 377 29 separate separate JJ cord-317465-ucwuptgg 377 30 from from IN cord-317465-ucwuptgg 377 31 the the DT cord-317465-ucwuptgg 377 32 lockdown lockdown NN cord-317465-ucwuptgg 377 33 effect effect NN cord-317465-ucwuptgg 377 34 . . . cord-317465-ucwuptgg 378 1 These these DT cord-317465-ucwuptgg 378 2 effects effect NNS cord-317465-ucwuptgg 378 3 are be VBP cord-317465-ucwuptgg 378 4 summarized summarize VBN cord-317465-ucwuptgg 378 5 in in IN cord-317465-ucwuptgg 378 6 Table Table NNP cord-317465-ucwuptgg 378 7 3 3 CD cord-317465-ucwuptgg 378 8 . . . cord-317465-ucwuptgg 379 1 It -PRON- PRP cord-317465-ucwuptgg 379 2 suggests suggest VBZ cord-317465-ucwuptgg 379 3 that that IN cord-317465-ucwuptgg 379 4 , , , cord-317465-ucwuptgg 379 5 in in IN cord-317465-ucwuptgg 379 6 the the DT cord-317465-ucwuptgg 379 7 absence absence NN cord-317465-ucwuptgg 379 8 of of IN cord-317465-ucwuptgg 379 9 the the DT cord-317465-ucwuptgg 379 10 Wuhan Wuhan NNP cord-317465-ucwuptgg 379 11 lockdown lockdown NN cord-317465-ucwuptgg 379 12 , , , cord-317465-ucwuptgg 379 13 the the DT cord-317465-ucwuptgg 379 14 virus virus NN cord-317465-ucwuptgg 379 15 effect effect NN cord-317465-ucwuptgg 379 16 and and CC cord-317465-ucwuptgg 379 17 panic panic NN cord-317465-ucwuptgg 379 18 effects effect NNS cord-317465-ucwuptgg 379 19 would would MD cord-317465-ucwuptgg 379 20 have have VB cord-317465-ucwuptgg 379 21 led lead VBN cord-317465-ucwuptgg 379 22 to to IN cord-317465-ucwuptgg 379 23 a a DT cord-317465-ucwuptgg 379 24 36.75 36.75 CD cord-317465-ucwuptgg 379 25 % % NN cord-317465-ucwuptgg 379 26 decrease decrease NN cord-317465-ucwuptgg 379 27 and and CC cord-317465-ucwuptgg 379 28 a a DT cord-317465-ucwuptgg 379 29 107.09 107.09 CD cord-317465-ucwuptgg 379 30 % % NN cord-317465-ucwuptgg 379 31 increase increase NN cord-317465-ucwuptgg 379 32 in in IN cord-317465-ucwuptgg 379 33 the the DT cord-317465-ucwuptgg 379 34 outflow outflow JJ cord-317465-ucwuptgg 379 35 population population NN cord-317465-ucwuptgg 379 36 from from IN cord-317465-ucwuptgg 379 37 Wuhan Wuhan NNP cord-317465-ucwuptgg 379 38 , , , cord-317465-ucwuptgg 379 39 respectively respectively RB cord-317465-ucwuptgg 379 40 . . . cord-317465-ucwuptgg 380 1 Based base VBN cord-317465-ucwuptgg 380 2 on on IN cord-317465-ucwuptgg 380 3 these these DT cord-317465-ucwuptgg 380 4 effects effect NNS cord-317465-ucwuptgg 380 5 , , , cord-317465-ucwuptgg 380 6 Therefore therefore RB cord-317465-ucwuptgg 380 7 , , , cord-317465-ucwuptgg 380 8 in in IN cord-317465-ucwuptgg 380 9 the the DT cord-317465-ucwuptgg 380 10 absence absence NN cord-317465-ucwuptgg 380 11 of of IN cord-317465-ucwuptgg 380 12 Wuhan Wuhan NNP cord-317465-ucwuptgg 380 13 lockdown lockdown NN cord-317465-ucwuptgg 380 14 , , , cord-317465-ucwuptgg 380 15 we -PRON- PRP cord-317465-ucwuptgg 380 16 would would MD cord-317465-ucwuptgg 380 17 expect expect VB cord-317465-ucwuptgg 380 18 that that IN cord-317465-ucwuptgg 380 19 the the DT cord-317465-ucwuptgg 380 20 outflows outflow NNS cord-317465-ucwuptgg 380 21 from from IN cord-317465-ucwuptgg 380 22 Wuhan Wuhan NNP cord-317465-ucwuptgg 380 23 in in IN cord-317465-ucwuptgg 380 24 days day NNS cord-317465-ucwuptgg 380 25 after after IN cord-317465-ucwuptgg 380 26 January January NNP cord-317465-ucwuptgg 380 27 23 23 CD cord-317465-ucwuptgg 380 28 -the -the DT cord-317465-ucwuptgg 380 29 date date NN cord-317465-ucwuptgg 380 30 of of IN cord-317465-ucwuptgg 380 31 Wuhan Wuhan NNP cord-317465-ucwuptgg 380 32 lockdown lockdown NN cord-317465-ucwuptgg 380 33 -to -to NN cord-317465-ucwuptgg 380 34 be be VB cord-317465-ucwuptgg 380 35 ( ( -LRB- cord-317465-ucwuptgg 380 36 1 1 CD cord-317465-ucwuptgg 380 37 − − CD cord-317465-ucwuptgg 380 38 0.3675 0.3675 CD cord-317465-ucwuptgg 380 39 ) ) -RRB- cord-317465-ucwuptgg 380 40 * * NFP cord-317465-ucwuptgg 381 1 ( ( -LRB- cord-317465-ucwuptgg 381 2 1 1 CD cord-317465-ucwuptgg 381 3 + + SYM cord-317465-ucwuptgg 381 4 1.0709 1.0709 CD cord-317465-ucwuptgg 381 5 ) ) -RRB- cord-317465-ucwuptgg 381 6 = = NFP cord-317465-ucwuptgg 382 1 1.31 1.31 CD cord-317465-ucwuptgg 382 2 ( ( -LRB- cord-317465-ucwuptgg 382 3 4 4 CD cord-317465-ucwuptgg 382 4 ) ) -RRB- cord-317465-ucwuptgg 382 5 times time NNS cord-317465-ucwuptgg 382 6 higher high JJR cord-317465-ucwuptgg 382 7 than than IN cord-317465-ucwuptgg 382 8 the the DT cord-317465-ucwuptgg 382 9 normal normal JJ cord-317465-ucwuptgg 382 10 outflows outflow NNS cord-317465-ucwuptgg 382 11 from from IN cord-317465-ucwuptgg 382 12 Wuhan Wuhan NNP cord-317465-ucwuptgg 382 13 to to IN cord-317465-ucwuptgg 382 14 other other JJ cord-317465-ucwuptgg 382 15 cities city NNS cord-317465-ucwuptgg 382 16 . . . cord-317465-ucwuptgg 383 1 We -PRON- PRP cord-317465-ucwuptgg 383 2 use use VBP cord-317465-ucwuptgg 383 3 the the DT cord-317465-ucwuptgg 383 4 daily daily JJ cord-317465-ucwuptgg 383 5 level level NN cord-317465-ucwuptgg 383 6 of of IN cord-317465-ucwuptgg 383 7 outflows outflow NNS cord-317465-ucwuptgg 383 8 from from IN cord-317465-ucwuptgg 383 9 Wuhan Wuhan NNP cord-317465-ucwuptgg 383 10 to to IN cord-317465-ucwuptgg 383 11 a a DT cord-317465-ucwuptgg 383 12 city city NN cord-317465-ucwuptgg 383 13 in in IN cord-317465-ucwuptgg 383 14 2019 2019 CD cord-317465-ucwuptgg 383 15 on on IN cord-317465-ucwuptgg 383 16 the the DT cord-317465-ucwuptgg 383 17 same same JJ cord-317465-ucwuptgg 383 18 lunar lunar JJ cord-317465-ucwuptgg 383 19 calendar calendar NN cord-317465-ucwuptgg 383 20 day day NN cord-317465-ucwuptgg 383 21 as as IN cord-317465-ucwuptgg 383 22 a a DT cord-317465-ucwuptgg 383 23 measure measure NN cord-317465-ucwuptgg 383 24 of of IN cord-317465-ucwuptgg 383 25 the the DT cord-317465-ucwuptgg 383 26 normal normal JJ cord-317465-ucwuptgg 383 27 outflow outflow NN cord-317465-ucwuptgg 383 28 , , , cord-317465-ucwuptgg 383 29 and and CC cord-317465-ucwuptgg 383 30 multiple multiple PDT cord-317465-ucwuptgg 383 31 the the DT cord-317465-ucwuptgg 383 32 number number NN cord-317465-ucwuptgg 383 33 by by IN cord-317465-ucwuptgg 383 34 1.31 1.31 CD cord-317465-ucwuptgg 383 35 to to TO cord-317465-ucwuptgg 383 36 obtain obtain VB cord-317465-ucwuptgg 383 37 the the DT cord-317465-ucwuptgg 383 38 daily daily JJ cord-317465-ucwuptgg 383 39 counterfactual counterfactual JJ cord-317465-ucwuptgg 383 40 inflows inflow NNS cord-317465-ucwuptgg 383 41 from from IN cord-317465-ucwuptgg 383 42 Wuhan Wuhan NNP cord-317465-ucwuptgg 383 43 to to IN cord-317465-ucwuptgg 383 44 the the DT cord-317465-ucwuptgg 383 45 city city NN cord-317465-ucwuptgg 383 46 , , , cord-317465-ucwuptgg 383 47 had have VBD cord-317465-ucwuptgg 383 48 there there EX cord-317465-ucwuptgg 383 49 been be VBN cord-317465-ucwuptgg 383 50 no no DT cord-317465-ucwuptgg 383 51 lockdown lockdown NN cord-317465-ucwuptgg 383 52 of of IN cord-317465-ucwuptgg 383 53 Wuhan Wuhan NNP cord-317465-ucwuptgg 383 54 from from IN cord-317465-ucwuptgg 383 55 January January NNP cord-317465-ucwuptgg 383 56 23 23 CD cord-317465-ucwuptgg 383 57 , , , cord-317465-ucwuptgg 383 58 2020 2020 CD cord-317465-ucwuptgg 383 59 . . . cord-317465-ucwuptgg 384 1 Using use VBG cord-317465-ucwuptgg 384 2 this this DT cord-317465-ucwuptgg 384 3 estimation estimation NN cord-317465-ucwuptgg 384 4 method method NN cord-317465-ucwuptgg 384 5 , , , cord-317465-ucwuptgg 384 6 we -PRON- PRP cord-317465-ucwuptgg 384 7 find find VBP cord-317465-ucwuptgg 384 8 that that IN cord-317465-ucwuptgg 384 9 on on IN cord-317465-ucwuptgg 384 10 average average JJ cord-317465-ucwuptgg 384 11 , , , cord-317465-ucwuptgg 384 12 the the DT cord-317465-ucwuptgg 384 13 estimated estimate VBN cord-317465-ucwuptgg 384 14 counterfactual counterfactual JJ cord-317465-ucwuptgg 384 15 outflows outflow NNS cord-317465-ucwuptgg 384 16 from from IN cord-317465-ucwuptgg 384 17 Wuhan Wuhan NNP cord-317465-ucwuptgg 384 18 to to IN cord-317465-ucwuptgg 384 19 16 16 CD cord-317465-ucwuptgg 384 20 other other JJ cord-317465-ucwuptgg 384 21 cities city NNS cord-317465-ucwuptgg 384 22 in in IN cord-317465-ucwuptgg 384 23 Hubei Hubei NNP cord-317465-ucwuptgg 384 24 between between IN cord-317465-ucwuptgg 384 25 January January NNP cord-317465-ucwuptgg 384 26 23 23 CD cord-317465-ucwuptgg 384 27 and and CC cord-317465-ucwuptgg 384 28 February February NNP cord-317465-ucwuptgg 384 29 29 29 CD cord-317465-ucwuptgg 384 30 , , , cord-317465-ucwuptgg 384 31 2020 2020 CD cord-317465-ucwuptgg 384 32 would would MD cord-317465-ucwuptgg 384 33 be be VB cord-317465-ucwuptgg 384 34 16,568,984 16,568,984 CD cord-317465-ucwuptgg 384 35 , , , cord-317465-ucwuptgg 384 36 a a DT cord-317465-ucwuptgg 384 37 level level NN cord-317465-ucwuptgg 384 38 that that WDT cord-317465-ucwuptgg 384 39 is be VBZ cord-317465-ucwuptgg 384 40 5.97 5.97 CD cord-317465-ucwuptgg 384 41 times time NNS cord-317465-ucwuptgg 384 42 the the DT cord-317465-ucwuptgg 384 43 actually actually RB cord-317465-ucwuptgg 384 44 observed observe VBD cord-317465-ucwuptgg 384 45 inflow inflow JJ cord-317465-ucwuptgg 384 46 population population NN cord-317465-ucwuptgg 384 47 observed observe VBD cord-317465-ucwuptgg 384 48 in in IN cord-317465-ucwuptgg 384 49 the the DT cord-317465-ucwuptgg 384 50 data datum NNS cord-317465-ucwuptgg 384 51 in in IN cord-317465-ucwuptgg 384 52 2020 2020 CD cord-317465-ucwuptgg 384 53 ( ( -LRB- cord-317465-ucwuptgg 384 54 with with IN cord-317465-ucwuptgg 384 55 the the DT cord-317465-ucwuptgg 384 56 lockdown lockdown NN cord-317465-ucwuptgg 384 57 ) ) -RRB- cord-317465-ucwuptgg 384 58 , , , cord-317465-ucwuptgg 384 59 which which WDT cord-317465-ucwuptgg 384 60 is be VBZ cord-317465-ucwuptgg 384 61 2,774,793 2,774,793 CD cord-317465-ucwuptgg 384 62 ; ; : cord-317465-ucwuptgg 384 63 similarly similarly RB cord-317465-ucwuptgg 384 64 , , , cord-317465-ucwuptgg 384 65 the the DT cord-317465-ucwuptgg 384 66 average average JJ cord-317465-ucwuptgg 384 67 inflows inflow NNS cord-317465-ucwuptgg 384 68 from from IN cord-317465-ucwuptgg 384 69 Wuhan Wuhan NNP cord-317465-ucwuptgg 384 70 to to IN cord-317465-ucwuptgg 384 71 the the DT cord-317465-ucwuptgg 384 72 347 347 CD cord-317465-ucwuptgg 384 73 other other JJ cord-317465-ucwuptgg 384 74 cities city NNS cord-317465-ucwuptgg 384 75 outside outside IN cord-317465-ucwuptgg 384 76 Hubei Hubei NNP cord-317465-ucwuptgg 384 77 in in IN cord-317465-ucwuptgg 384 78 China China NNP cord-317465-ucwuptgg 384 79 would would MD cord-317465-ucwuptgg 384 80 be be VB cord-317465-ucwuptgg 384 81 2,274,455 2,274,455 CD cord-317465-ucwuptgg 384 82 , , , cord-317465-ucwuptgg 384 83 3.14 3.14 CD cord-317465-ucwuptgg 384 84 times time NNS cord-317465-ucwuptgg 384 85 the the DT cord-317465-ucwuptgg 384 86 actual actual JJ cord-317465-ucwuptgg 384 87 inflow inflow JJ cord-317465-ucwuptgg 384 88 population population NN cord-317465-ucwuptgg 384 89 to to IN cord-317465-ucwuptgg 384 90 those those DT cord-317465-ucwuptgg 384 91 cities city NNS cord-317465-ucwuptgg 384 92 during during IN cord-317465-ucwuptgg 384 93 the the DT cord-317465-ucwuptgg 384 94 same same JJ cord-317465-ucwuptgg 384 95 period period NN cord-317465-ucwuptgg 384 96 in in IN cord-317465-ucwuptgg 384 97 2020 2020 CD cord-317465-ucwuptgg 384 98 , , , cord-317465-ucwuptgg 384 99 which which WDT cord-317465-ucwuptgg 384 100 is be VBZ cord-317465-ucwuptgg 384 101 723,574 723,574 CD cord-317465-ucwuptgg 384 102 . . . cord-317465-ucwuptgg 385 1 19 19 CD cord-317465-ucwuptgg 386 1 We -PRON- PRP cord-317465-ucwuptgg 386 2 denote denote VBP cord-317465-ucwuptgg 386 3 the the DT cord-317465-ucwuptgg 386 4 counterfactual counterfactual JJ cord-317465-ucwuptgg 386 5 inflows inflow NNS cord-317465-ucwuptgg 386 6 from from IN cord-317465-ucwuptgg 386 7 j j NNP cord-317465-ucwuptgg 386 8 = = SYM cord-317465-ucwuptgg 386 9 Wuhan Wuhan NNP cord-317465-ucwuptgg 386 10 into into IN cord-317465-ucwuptgg 386 11 city city NN cord-317465-ucwuptgg 386 12 i i PRP cord-317465-ucwuptgg 386 13 at at IN cord-317465-ucwuptgg 386 14 date date NN cord-317465-ucwuptgg 386 15 s s NN cord-317465-ucwuptgg 386 16 ∈ ∈ NN cord-317465-ucwuptgg 386 17 { { -LRB- cord-317465-ucwuptgg 386 18 23 23 CD cord-317465-ucwuptgg 386 19 , , , cord-317465-ucwuptgg 386 20 ... ... NFP cord-317465-ucwuptgg 386 21 , , , cord-317465-ucwuptgg 386 22 60 60 CD cord-317465-ucwuptgg 386 23 } } -RRB- cord-317465-ucwuptgg 386 24 from from IN cord-317465-ucwuptgg 386 25 the the DT cord-317465-ucwuptgg 386 26 above above JJ cord-317465-ucwuptgg 386 27 calculation calculation NN cord-317465-ucwuptgg 386 28 as as IN cord-317465-ucwuptgg 386 29 Inflow Inflow NNP cord-317465-ucwuptgg 386 30 i i PRP cord-317465-ucwuptgg 386 31 , , , cord-317465-ucwuptgg 386 32 WH WH NNP cord-317465-ucwuptgg 386 33 , , , cord-317465-ucwuptgg 386 34 s s NNP cord-317465-ucwuptgg 386 35 . . . cord-317465-ucwuptgg 387 1 We -PRON- PRP cord-317465-ucwuptgg 387 2 assume assume VBP cord-317465-ucwuptgg 387 3 that that IN cord-317465-ucwuptgg 387 4 the the DT cord-317465-ucwuptgg 387 5 Wuhan Wuhan NNP cord-317465-ucwuptgg 387 6 lockdown lockdown NN cord-317465-ucwuptgg 387 7 did do VBD cord-317465-ucwuptgg 387 8 not not RB cord-317465-ucwuptgg 387 9 impact impact VB cord-317465-ucwuptgg 387 10 the the DT cord-317465-ucwuptgg 387 11 population population NN cord-317465-ucwuptgg 387 12 movements movement NNS cord-317465-ucwuptgg 387 13 within within IN cord-317465-ucwuptgg 387 14 other other JJ cord-317465-ucwuptgg 387 15 cities city NNS cord-317465-ucwuptgg 387 16 , , , cord-317465-ucwuptgg 387 17 and and CC cord-317465-ucwuptgg 387 18 population population NN cord-317465-ucwuptgg 387 19 flows flow VBZ cord-317465-ucwuptgg 387 20 among among IN cord-317465-ucwuptgg 387 21 other other JJ cord-317465-ucwuptgg 387 22 cities city NNS cord-317465-ucwuptgg 387 23 . . . cord-317465-ucwuptgg 388 1 We -PRON- PRP cord-317465-ucwuptgg 388 2 also also RB cord-317465-ucwuptgg 388 3 assume assume VBP cord-317465-ucwuptgg 388 4 that that IN cord-317465-ucwuptgg 388 5 all all PDT cord-317465-ucwuptgg 388 6 the the DT cord-317465-ucwuptgg 388 7 control control NN cord-317465-ucwuptgg 388 8 measures measure NNS cord-317465-ucwuptgg 388 9 implemented implement VBN cord-317465-ucwuptgg 388 10 by by IN cord-317465-ucwuptgg 388 11 other other JJ cord-317465-ucwuptgg 388 12 cities city NNS cord-317465-ucwuptgg 388 13 after after IN cord-317465-ucwuptgg 388 14 the the DT cord-317465-ucwuptgg 388 15 Wuhan Wuhan NNP cord-317465-ucwuptgg 388 16 lockdown lockdown NN cord-317465-ucwuptgg 388 17 remain remain VBP cord-317465-ucwuptgg 388 18 in in IN cord-317465-ucwuptgg 388 19 place place NN cord-317465-ucwuptgg 388 20 . . . cord-317465-ucwuptgg 389 1 Thus thus RB cord-317465-ucwuptgg 389 2 the the DT cord-317465-ucwuptgg 389 3 parameter parameter NN cord-317465-ucwuptgg 389 4 estimates estimate NNS cord-317465-ucwuptgg 389 5 of of IN cord-317465-ucwuptgg 389 6 the the DT cord-317465-ucwuptgg 389 7 dynamic dynamic JJ cord-317465-ucwuptgg 389 8 lag lag NN cord-317465-ucwuptgg 389 9 effects effect NNS cord-317465-ucwuptgg 389 10 of of IN cord-317465-ucwuptgg 389 11 inflows inflow NNS cord-317465-ucwuptgg 389 12 from from IN cord-317465-ucwuptgg 389 13 Wuhan Wuhan NNP cord-317465-ucwuptgg 389 14 and and CC cord-317465-ucwuptgg 389 15 other other JJ cord-317465-ucwuptgg 389 16 cities city NNS cord-317465-ucwuptgg 389 17 in in IN cord-317465-ucwuptgg 389 18 Hubei Hubei NNP cord-317465-ucwuptgg 389 19 , , , cord-317465-ucwuptgg 389 20 estimated estimate VBN cord-317465-ucwuptgg 389 21 in in IN cord-317465-ucwuptgg 389 22 Equation equation NN cord-317465-ucwuptgg 389 23 ( ( -LRB- cord-317465-ucwuptgg 389 24 3 3 CD cord-317465-ucwuptgg 389 25 ) ) -RRB- cord-317465-ucwuptgg 389 26 , , , cord-317465-ucwuptgg 389 27 remain remain VBP cord-317465-ucwuptgg 389 28 valid valid JJ cord-317465-ucwuptgg 389 29 as as IN cord-317465-ucwuptgg 389 30 an an DT cord-317465-ucwuptgg 389 31 epidemiological epidemiological JJ cord-317465-ucwuptgg 389 32 diffusion diffusion NN cord-317465-ucwuptgg 389 33 equation equation NN cord-317465-ucwuptgg 389 34 that that WDT cord-317465-ucwuptgg 389 35 is be VBZ cord-317465-ucwuptgg 389 36 not not RB cord-317465-ucwuptgg 389 37 affected affect VBN cord-317465-ucwuptgg 389 38 by by IN cord-317465-ucwuptgg 389 39 human human JJ cord-317465-ucwuptgg 389 40 mobility mobility NN cord-317465-ucwuptgg 389 41 restrictions restriction NNS cord-317465-ucwuptgg 389 42 that that WDT cord-317465-ucwuptgg 389 43 result result VBP cord-317465-ucwuptgg 389 44 from from IN cord-317465-ucwuptgg 389 45 the the DT cord-317465-ucwuptgg 389 46 Wuhan Wuhan NNP cord-317465-ucwuptgg 389 47 lockdown lockdown NN cord-317465-ucwuptgg 389 48 ; ; : cord-317465-ucwuptgg 389 49 the the DT cord-317465-ucwuptgg 389 50 lockdown lockdown NN cord-317465-ucwuptgg 389 51 only only RB cord-317465-ucwuptgg 389 52 affected affect VBD cord-317465-ucwuptgg 389 53 the the DT cord-317465-ucwuptgg 389 54 human human JJ cord-317465-ucwuptgg 389 55 flows flow NNS cord-317465-ucwuptgg 389 56 . . . cord-317465-ucwuptgg 390 1 With with IN cord-317465-ucwuptgg 390 2 these these DT cord-317465-ucwuptgg 390 3 considerations consideration NNS cord-317465-ucwuptgg 390 4 in in IN cord-317465-ucwuptgg 390 5 mind mind NN cord-317465-ucwuptgg 390 6 , , , cord-317465-ucwuptgg 390 7 we -PRON- PRP cord-317465-ucwuptgg 390 8 simulate simulate VBP cord-317465-ucwuptgg 390 9 the the DT cord-317465-ucwuptgg 390 10 counterfactual counterfactual JJ cord-317465-ucwuptgg 390 11 number number NN cord-317465-ucwuptgg 390 12 of of IN cord-317465-ucwuptgg 390 13 COVID-19 covid-19 JJ cord-317465-ucwuptgg 390 14 cases case NNS cord-317465-ucwuptgg 390 15 , , , cord-317465-ucwuptgg 390 16 had have VBD cord-317465-ucwuptgg 390 17 there there EX cord-317465-ucwuptgg 390 18 been be VBN cord-317465-ucwuptgg 390 19 no no DT cord-317465-ucwuptgg 390 20 Wuhan Wuhan NNP cord-317465-ucwuptgg 390 21 lockdown lockdown NN cord-317465-ucwuptgg 390 22 , , , cord-317465-ucwuptgg 390 23 on on IN cord-317465-ucwuptgg 390 24 date date NN cord-317465-ucwuptgg 390 25 t t NN cord-317465-ucwuptgg 390 26 ∈ ∈ NNP cord-317465-ucwuptgg 390 27 { { -LRB- cord-317465-ucwuptgg 390 28 23 23 CD cord-317465-ucwuptgg 390 29 , , , cord-317465-ucwuptgg 390 30 ... ... NFP cord-317465-ucwuptgg 390 31 , , , cord-317465-ucwuptgg 390 32 60 60 CD cord-317465-ucwuptgg 390 33 } } -RRB- cord-317465-ucwuptgg 390 34 ( ( -LRB- cord-317465-ucwuptgg 390 35 i.e. i.e. FW cord-317465-ucwuptgg 390 36 , , , cord-317465-ucwuptgg 390 37 from from IN cord-317465-ucwuptgg 390 38 January January NNP cord-317465-ucwuptgg 390 39 23 23 CD cord-317465-ucwuptgg 390 40 to to IN cord-317465-ucwuptgg 390 41 19 19 CD cord-317465-ucwuptgg 390 42 Recall Recall NNP cord-317465-ucwuptgg 390 43 that that IN cord-317465-ucwuptgg 390 44 outflows outflow NNS cord-317465-ucwuptgg 390 45 from from IN cord-317465-ucwuptgg 390 46 Wuhan Wuhan NNP cord-317465-ucwuptgg 390 47 are be VBP cord-317465-ucwuptgg 390 48 not not RB cord-317465-ucwuptgg 390 49 just just RB cord-317465-ucwuptgg 390 50 residents resident NNS cord-317465-ucwuptgg 390 51 of of IN cord-317465-ucwuptgg 390 52 Wuhan Wuhan NNP cord-317465-ucwuptgg 390 53 ; ; : cord-317465-ucwuptgg 390 54 any any DT cord-317465-ucwuptgg 390 55 travelers traveler NNS cord-317465-ucwuptgg 390 56 who who WP cord-317465-ucwuptgg 390 57 entered enter VBD cord-317465-ucwuptgg 390 58 Wuhan Wuhan NNP cord-317465-ucwuptgg 390 59 for for IN cord-317465-ucwuptgg 390 60 whatever whatever WDT cord-317465-ucwuptgg 390 61 reason reason NN cord-317465-ucwuptgg 390 62 and and CC cord-317465-ucwuptgg 390 63 then then RB cord-317465-ucwuptgg 390 64 leave leave VB cord-317465-ucwuptgg 390 65 Wuhan Wuhan NNP cord-317465-ucwuptgg 390 66 would would MD cord-317465-ucwuptgg 390 67 be be VB cord-317465-ucwuptgg 390 68 included include VBN cord-317465-ucwuptgg 390 69 in in IN cord-317465-ucwuptgg 390 70 the the DT cord-317465-ucwuptgg 390 71 Wuhan Wuhan NNP cord-317465-ucwuptgg 390 72 outflows outflow NNS cord-317465-ucwuptgg 390 73 measured measure VBN cord-317465-ucwuptgg 390 74 by by IN cord-317465-ucwuptgg 390 75 Baidu Baidu NNP cord-317465-ucwuptgg 390 76 Migration Migration NNP cord-317465-ucwuptgg 390 77 data datum NNS cord-317465-ucwuptgg 390 78 . . . cord-317465-ucwuptgg 390 79 . . . cord-317465-ucwuptgg 391 1 CC CC NNP cord-317465-ucwuptgg 391 2 - - HYPH cord-317465-ucwuptgg 391 3 BY BY NNP cord-317465-ucwuptgg 391 4 - - HYPH cord-317465-ucwuptgg 391 5 NC NC NNP cord-317465-ucwuptgg 391 6 - - HYPH cord-317465-ucwuptgg 391 7 ND ND NNP cord-317465-ucwuptgg 391 8 4.0 4.0 CD cord-317465-ucwuptgg 391 9 International international JJ cord-317465-ucwuptgg 391 10 license license NN cord-317465-ucwuptgg 392 1 It -PRON- PRP cord-317465-ucwuptgg 392 2 is be VBZ cord-317465-ucwuptgg 392 3 made make VBN cord-317465-ucwuptgg 392 4 available available JJ cord-317465-ucwuptgg 392 5 under under IN cord-317465-ucwuptgg 392 6 a a DT cord-317465-ucwuptgg 392 7 author author NN cord-317465-ucwuptgg 392 8 / / SYM cord-317465-ucwuptgg 392 9 funder funder NN cord-317465-ucwuptgg 392 10 , , , cord-317465-ucwuptgg 392 11 who who WP cord-317465-ucwuptgg 392 12 has have VBZ cord-317465-ucwuptgg 392 13 granted grant VBN cord-317465-ucwuptgg 392 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 392 15 a a DT cord-317465-ucwuptgg 392 16 license license NN cord-317465-ucwuptgg 392 17 to to TO cord-317465-ucwuptgg 392 18 display display VB cord-317465-ucwuptgg 392 19 the the DT cord-317465-ucwuptgg 392 20 preprint preprint NN cord-317465-ucwuptgg 392 21 in in IN cord-317465-ucwuptgg 392 22 perpetuity perpetuity NN cord-317465-ucwuptgg 392 23 . . . cord-317465-ucwuptgg 393 1 is be VBZ cord-317465-ucwuptgg 393 2 the the DT cord-317465-ucwuptgg 393 3 ( ( -LRB- cord-317465-ucwuptgg 393 4 which which WDT cord-317465-ucwuptgg 393 5 was be VBD cord-317465-ucwuptgg 393 6 not not RB cord-317465-ucwuptgg 393 7 peer peer NN cord-317465-ucwuptgg 393 8 - - HYPH cord-317465-ucwuptgg 393 9 reviewed review VBN cord-317465-ucwuptgg 393 10 ) ) -RRB- cord-317465-ucwuptgg 394 1 The the DT cord-317465-ucwuptgg 394 2 copyright copyright NN cord-317465-ucwuptgg 394 3 holder holder NN cord-317465-ucwuptgg 394 4 for for IN cord-317465-ucwuptgg 394 5 this this DT cord-317465-ucwuptgg 394 6 preprint preprint NN cord-317465-ucwuptgg 394 7 . . . cord-317465-ucwuptgg 395 1 February February NNP cord-317465-ucwuptgg 395 2 29 29 CD cord-317465-ucwuptgg 395 3 , , , cord-317465-ucwuptgg 395 4 2020 2020 CD cord-317465-ucwuptgg 395 5 ) ) -RRB- cord-317465-ucwuptgg 395 6 in in IN cord-317465-ucwuptgg 395 7 cities city NNS cord-317465-ucwuptgg 396 1 i i PRP cord-317465-ucwuptgg 396 2 outside outside IN cord-317465-ucwuptgg 396 3 Hubei Hubei NNP cord-317465-ucwuptgg 396 4 province province NN cord-317465-ucwuptgg 396 5 by by IN cord-317465-ucwuptgg 396 6 the the DT cord-317465-ucwuptgg 396 7 following following JJ cord-317465-ucwuptgg 396 8 equation equation NN cord-317465-ucwuptgg 396 9 : : : cord-317465-ucwuptgg 396 10 Inflow inflow NN cord-317465-ucwuptgg 396 11 i i PRP cord-317465-ucwuptgg 396 12 , , , cord-317465-ucwuptgg 397 1 j j NNP cord-317465-ucwuptgg 397 2 , , , cord-317465-ucwuptgg 397 3 t−κ t−κ NNP cord-317465-ucwuptgg 397 4 + + CC cord-317465-ucwuptgg 398 1 μ μ NNP cord-317465-ucwuptgg 398 2 i i PRP cord-317465-ucwuptgg 398 3 ( ( -LRB- cord-317465-ucwuptgg 398 4 5 5 LS cord-317465-ucwuptgg 398 5 ) ) -RRB- cord-317465-ucwuptgg 398 6 whereβ whereβ NNP cord-317465-ucwuptgg 398 7 1κ 1κ CD cord-317465-ucwuptgg 399 1 andβ andβ NNP cord-317465-ucwuptgg 400 1 2κ 2κ NNP cord-317465-ucwuptgg 400 2 are be VBP cord-317465-ucwuptgg 400 3 coefficient coefficient NN cord-317465-ucwuptgg 400 4 estimates estimate NNS cord-317465-ucwuptgg 400 5 obtained obtain VBN cord-317465-ucwuptgg 400 6 from from IN cord-317465-ucwuptgg 400 7 regressions regression NNS cord-317465-ucwuptgg 400 8 specified specify VBN cord-317465-ucwuptgg 400 9 in in IN cord-317465-ucwuptgg 400 10 Equation equation NN cord-317465-ucwuptgg 400 11 ( ( -LRB- cord-317465-ucwuptgg 400 12 3 3 CD cord-317465-ucwuptgg 400 13 ) ) -RRB- cord-317465-ucwuptgg 400 14 and and CC cord-317465-ucwuptgg 400 15 reported report VBN cord-317465-ucwuptgg 400 16 in in IN cord-317465-ucwuptgg 400 17 Figure Figure NNP cord-317465-ucwuptgg 400 18 4 4 CD cord-317465-ucwuptgg 400 19 , , , cord-317465-ucwuptgg 400 20 and and CC cord-317465-ucwuptgg 400 21 andμ andμ NNP cord-317465-ucwuptgg 401 1 i i PRP cord-317465-ucwuptgg 401 2 are be VBP cord-317465-ucwuptgg 401 3 the the DT cord-317465-ucwuptgg 401 4 estimated estimate VBN cord-317465-ucwuptgg 401 5 city city NN cord-317465-ucwuptgg 401 6 fixed fix VBN cord-317465-ucwuptgg 401 7 effects effect NNS cord-317465-ucwuptgg 401 8 from from IN cord-317465-ucwuptgg 401 9 the the DT cord-317465-ucwuptgg 401 10 same same JJ cord-317465-ucwuptgg 401 11 regression regression NN cord-317465-ucwuptgg 401 12 . . . cord-317465-ucwuptgg 402 1 Note note VB cord-317465-ucwuptgg 402 2 that that IN cord-317465-ucwuptgg 402 3 in in IN cord-317465-ucwuptgg 402 4 predicting predict VBG cord-317465-ucwuptgg 402 5 the the DT cord-317465-ucwuptgg 402 6 counterfactual counterfactual JJ cord-317465-ucwuptgg 402 7 COVID-19 covid-19 CD cord-317465-ucwuptgg 402 8 cases case NNS cord-317465-ucwuptgg 402 9 without without IN cord-317465-ucwuptgg 402 10 Wuhan Wuhan NNP cord-317465-ucwuptgg 402 11 lockdown lockdown NN cord-317465-ucwuptgg 402 12 , , , cord-317465-ucwuptgg 402 13 we -PRON- PRP cord-317465-ucwuptgg 402 14 use use VBP cord-317465-ucwuptgg 402 15 the the DT cord-317465-ucwuptgg 402 16 counterfactual counterfactual JJ cord-317465-ucwuptgg 402 17 inflows inflow NNS cord-317465-ucwuptgg 402 18 from from IN cord-317465-ucwuptgg 402 19 Wuhan Wuhan NNP cord-317465-ucwuptgg 402 20 to to IN cord-317465-ucwuptgg 402 21 city city NN cord-317465-ucwuptgg 402 22 i i PRP cord-317465-ucwuptgg 402 23 for for IN cord-317465-ucwuptgg 402 24 days day NNS cord-317465-ucwuptgg 402 25 after after IN cord-317465-ucwuptgg 402 26 January January NNP cord-317465-ucwuptgg 402 27 23 23 CD cord-317465-ucwuptgg 402 28 Inflow Inflow NNP cord-317465-ucwuptgg 402 29 i i PRP cord-317465-ucwuptgg 402 30 , , , cord-317465-ucwuptgg 402 31 WH WH NNP cord-317465-ucwuptgg 402 32 , , , cord-317465-ucwuptgg 402 33 s s NNP cord-317465-ucwuptgg 402 34 discussed discuss VBD cord-317465-ucwuptgg 402 35 previously previously RB cord-317465-ucwuptgg 402 36 . . . cord-317465-ucwuptgg 403 1 We -PRON- PRP cord-317465-ucwuptgg 403 2 are be VBP cord-317465-ucwuptgg 403 3 also also RB cord-317465-ucwuptgg 403 4 interested interested JJ cord-317465-ucwuptgg 403 5 in in IN cord-317465-ucwuptgg 403 6 predicting predict VBG cord-317465-ucwuptgg 403 7 the the DT cord-317465-ucwuptgg 403 8 counterfactual counterfactual JJ cord-317465-ucwuptgg 403 9 cases case NNS cord-317465-ucwuptgg 403 10 in in IN cord-317465-ucwuptgg 403 11 other other JJ cord-317465-ucwuptgg 403 12 non non JJ cord-317465-ucwuptgg 403 13 - - JJ cord-317465-ucwuptgg 403 14 Wuhan wuhan JJ cord-317465-ucwuptgg 403 15 cities city NNS cord-317465-ucwuptgg 403 16 in in IN cord-317465-ucwuptgg 403 17 Hubei Hubei NNP cord-317465-ucwuptgg 403 18 province province NN cord-317465-ucwuptgg 403 19 using use VBG cord-317465-ucwuptgg 403 20 the the DT cord-317465-ucwuptgg 403 21 same same JJ cord-317465-ucwuptgg 403 22 method method NN cord-317465-ucwuptgg 403 23 as as IN cord-317465-ucwuptgg 403 24 that that WDT cord-317465-ucwuptgg 403 25 described describe VBN cord-317465-ucwuptgg 403 26 above above RB cord-317465-ucwuptgg 403 27 , , , cord-317465-ucwuptgg 403 28 with with IN cord-317465-ucwuptgg 403 29 two two CD cord-317465-ucwuptgg 403 30 differences difference NNS cord-317465-ucwuptgg 403 31 . . . cord-317465-ucwuptgg 404 1 First first RB cord-317465-ucwuptgg 404 2 , , , cord-317465-ucwuptgg 404 3 since since IN cord-317465-ucwuptgg 404 4 Hubei Hubei NNP cord-317465-ucwuptgg 404 5 cities city NNS cord-317465-ucwuptgg 404 6 are be VBP cord-317465-ucwuptgg 404 7 not not RB cord-317465-ucwuptgg 404 8 included include VBN cord-317465-ucwuptgg 404 9 in in IN cord-317465-ucwuptgg 404 10 the the DT cord-317465-ucwuptgg 404 11 estimation estimation NN cord-317465-ucwuptgg 404 12 of of IN cord-317465-ucwuptgg 404 13 Equation equation NN cord-317465-ucwuptgg 404 14 ( ( -LRB- cord-317465-ucwuptgg 404 15 3 3 CD cord-317465-ucwuptgg 404 16 ) ) -RRB- cord-317465-ucwuptgg 404 17 , , , cord-317465-ucwuptgg 404 18 we -PRON- PRP cord-317465-ucwuptgg 404 19 do do VBP cord-317465-ucwuptgg 404 20 not not RB cord-317465-ucwuptgg 404 21 have have VB cord-317465-ucwuptgg 404 22 the the DT cord-317465-ucwuptgg 404 23 city city NN cord-317465-ucwuptgg 404 24 fixed fix VBN cord-317465-ucwuptgg 404 25 effects effect NNS cord-317465-ucwuptgg 404 26 for for IN cord-317465-ucwuptgg 404 27 the the DT cord-317465-ucwuptgg 404 28 Hubei Hubei NNP cord-317465-ucwuptgg 404 29 cities city NNS cord-317465-ucwuptgg 404 30 . . . cord-317465-ucwuptgg 405 1 As as IN cord-317465-ucwuptgg 405 2 we -PRON- PRP cord-317465-ucwuptgg 405 3 argued argue VBD cord-317465-ucwuptgg 405 4 in in IN cord-317465-ucwuptgg 405 5 Section section NN cord-317465-ucwuptgg 405 6 4.2 4.2 CD cord-317465-ucwuptgg 405 7 , , , cord-317465-ucwuptgg 405 8 it -PRON- PRP cord-317465-ucwuptgg 405 9 is be VBZ cord-317465-ucwuptgg 405 10 plausible plausible JJ cord-317465-ucwuptgg 405 11 to to TO cord-317465-ucwuptgg 405 12 assume assume VB cord-317465-ucwuptgg 405 13 that that IN cord-317465-ucwuptgg 405 14 the the DT cord-317465-ucwuptgg 405 15 fixed fix VBN cord-317465-ucwuptgg 405 16 effects effect NNS cord-317465-ucwuptgg 405 17 of of IN cord-317465-ucwuptgg 405 18 Hubei Hubei NNP cord-317465-ucwuptgg 405 19 cities city NNS cord-317465-ucwuptgg 405 20 are be VBP cord-317465-ucwuptgg 405 21 the the DT cord-317465-ucwuptgg 405 22 average average NN cord-317465-ucwuptgg 405 23 of of IN cord-317465-ucwuptgg 405 24 city city NN cord-317465-ucwuptgg 405 25 fixed fix VBN cord-317465-ucwuptgg 405 26 effects effect NNS cord-317465-ucwuptgg 405 27 of of IN cord-317465-ucwuptgg 405 28 the the DT cord-317465-ucwuptgg 405 29 cities city NNS cord-317465-ucwuptgg 405 30 outside outside IN cord-317465-ucwuptgg 405 31 Hubei Hubei NNP cord-317465-ucwuptgg 405 32 . . . cord-317465-ucwuptgg 406 1 We -PRON- PRP cord-317465-ucwuptgg 406 2 maintain maintain VBP cord-317465-ucwuptgg 406 3 this this DT cord-317465-ucwuptgg 406 4 assumption assumption NN cord-317465-ucwuptgg 406 5 as as RB cord-317465-ucwuptgg 406 6 well well RB cord-317465-ucwuptgg 406 7 in in IN cord-317465-ucwuptgg 406 8 this this DT cord-317465-ucwuptgg 406 9 counterfactual counterfactual JJ cord-317465-ucwuptgg 406 10 exercise exercise NN cord-317465-ucwuptgg 406 11 . . . cord-317465-ucwuptgg 407 1 Second second RB cord-317465-ucwuptgg 407 2 , , , cord-317465-ucwuptgg 407 3 following follow VBG cord-317465-ucwuptgg 407 4 the the DT cord-317465-ucwuptgg 407 5 same same JJ cord-317465-ucwuptgg 407 6 strategy strategy NN cord-317465-ucwuptgg 407 7 of of IN cord-317465-ucwuptgg 407 8 Section section NN cord-317465-ucwuptgg 407 9 4.2 4.2 CD cord-317465-ucwuptgg 407 10 , , , cord-317465-ucwuptgg 407 11 for for IN cord-317465-ucwuptgg 407 12 a a DT cord-317465-ucwuptgg 407 13 non non JJ cord-317465-ucwuptgg 407 14 - - JJ cord-317465-ucwuptgg 407 15 Wuhan wuhan JJ cord-317465-ucwuptgg 407 16 city city NN cord-317465-ucwuptgg 407 17 j j NNP cord-317465-ucwuptgg 407 18 in in IN cord-317465-ucwuptgg 407 19 Hubei Hubei NNP cord-317465-ucwuptgg 407 20 province province NN cord-317465-ucwuptgg 407 21 , , , cord-317465-ucwuptgg 407 22 we -PRON- PRP cord-317465-ucwuptgg 407 23 use use VBP cord-317465-ucwuptgg 407 24 the the DT cord-317465-ucwuptgg 407 25 within within IN cord-317465-ucwuptgg 407 26 - - HYPH cord-317465-ucwuptgg 407 27 city city NN cord-317465-ucwuptgg 407 28 - - HYPH cord-317465-ucwuptgg 407 29 j j NNP cord-317465-ucwuptgg 407 30 population population NN cord-317465-ucwuptgg 407 31 movement movement NN cord-317465-ucwuptgg 407 32 at at IN cord-317465-ucwuptgg 407 33 date date NN cord-317465-ucwuptgg 407 34 t t NN cord-317465-ucwuptgg 407 35 to to TO cord-317465-ucwuptgg 407 36 proxy proxy VB cord-317465-ucwuptgg 407 37 for for IN cord-317465-ucwuptgg 407 38 the the DT cord-317465-ucwuptgg 407 39 inflow inflow NN cord-317465-ucwuptgg 407 40 to to IN cord-317465-ucwuptgg 407 41 city city NN cord-317465-ucwuptgg 407 42 j j NNP cord-317465-ucwuptgg 407 43 from from IN cord-317465-ucwuptgg 407 44 city city NNP cord-317465-ucwuptgg 407 45 j j NNP cord-317465-ucwuptgg 407 46 when when WRB cord-317465-ucwuptgg 407 47 we -PRON- PRP cord-317465-ucwuptgg 407 48 implement implement VBP cord-317465-ucwuptgg 407 49 Equation equation NN cord-317465-ucwuptgg 407 50 ( ( -LRB- cord-317465-ucwuptgg 407 51 5 5 CD cord-317465-ucwuptgg 407 52 ) ) -RRB- cord-317465-ucwuptgg 407 53 for for IN cord-317465-ucwuptgg 407 54 non non JJ cord-317465-ucwuptgg 407 55 - - JJ cord-317465-ucwuptgg 407 56 Wuhan Wuhan NNP cord-317465-ucwuptgg 407 57 Hubei Hubei NNP cord-317465-ucwuptgg 407 58 cities city NNS cord-317465-ucwuptgg 407 59 . . . cord-317465-ucwuptgg 408 1 In in IN cord-317465-ucwuptgg 408 2 Figure Figure NNP cord-317465-ucwuptgg 408 3 6 6 CD cord-317465-ucwuptgg 408 4 , , , cord-317465-ucwuptgg 408 5 we -PRON- PRP cord-317465-ucwuptgg 408 6 present present VBP cord-317465-ucwuptgg 408 7 the the DT cord-317465-ucwuptgg 408 8 counterfactual counterfactual JJ cord-317465-ucwuptgg 408 9 estimates estimate NNS cord-317465-ucwuptgg 408 10 of of IN cord-317465-ucwuptgg 408 11 COVID-19 covid-19 JJ cord-317465-ucwuptgg 408 12 cases case NNS cord-317465-ucwuptgg 408 13 had have VBD cord-317465-ucwuptgg 408 14 there there EX cord-317465-ucwuptgg 408 15 been be VBN cord-317465-ucwuptgg 408 16 no no DT cord-317465-ucwuptgg 408 17 Wuhan Wuhan NNP cord-317465-ucwuptgg 408 18 lockdown lockdown NN cord-317465-ucwuptgg 408 19 ( ( -LRB- cord-317465-ucwuptgg 408 20 in in IN cord-317465-ucwuptgg 408 21 solid solid JJ cord-317465-ucwuptgg 408 22 curve curve NN cord-317465-ucwuptgg 408 23 ) ) -RRB- cord-317465-ucwuptgg 408 24 , , , cord-317465-ucwuptgg 408 25 and and CC cord-317465-ucwuptgg 408 26 the the DT cord-317465-ucwuptgg 408 27 officially officially RB cord-317465-ucwuptgg 408 28 reported report VBN cord-317465-ucwuptgg 408 29 cases case NNS cord-317465-ucwuptgg 408 30 ( ( -LRB- cord-317465-ucwuptgg 408 31 in in IN cord-317465-ucwuptgg 408 32 dashed dash VBN cord-317465-ucwuptgg 408 33 curve curve NN cord-317465-ucwuptgg 408 34 ) ) -RRB- cord-317465-ucwuptgg 408 35 for for IN cord-317465-ucwuptgg 408 36 cities city NNS cord-317465-ucwuptgg 408 37 outside outside IN cord-317465-ucwuptgg 408 38 Hubei Hubei NNP cord-317465-ucwuptgg 408 39 province province NN cord-317465-ucwuptgg 408 40 ( ( -LRB- cord-317465-ucwuptgg 408 41 Panel Panel NNP cord-317465-ucwuptgg 408 42 A A NNP cord-317465-ucwuptgg 408 43 ) ) -RRB- cord-317465-ucwuptgg 408 44 and and CC cord-317465-ucwuptgg 408 45 non non JJ cord-317465-ucwuptgg 408 46 - - JJ cord-317465-ucwuptgg 408 47 Wuhan wuhan JJ cord-317465-ucwuptgg 408 48 cities city NNS cord-317465-ucwuptgg 408 49 of of IN cord-317465-ucwuptgg 408 50 Hubei Hubei NNP cord-317465-ucwuptgg 408 51 ( ( -LRB- cord-317465-ucwuptgg 408 52 Panel Panel NNP cord-317465-ucwuptgg 408 53 B B NNP cord-317465-ucwuptgg 408 54 ) ) -RRB- cord-317465-ucwuptgg 408 55 . . . cord-317465-ucwuptgg 409 1 The the DT cord-317465-ucwuptgg 409 2 left left JJ cord-317465-ucwuptgg 409 3 figure figure NN cord-317465-ucwuptgg 409 4 in in IN cord-317465-ucwuptgg 409 5 each each DT cord-317465-ucwuptgg 409 6 panel panel NN cord-317465-ucwuptgg 409 7 depicts depict VBZ cord-317465-ucwuptgg 409 8 the the DT cord-317465-ucwuptgg 409 9 model model NN cord-317465-ucwuptgg 409 10 's 's POS cord-317465-ucwuptgg 409 11 counterfactual counterfactual JJ cord-317465-ucwuptgg 409 12 prediction prediction NN cord-317465-ucwuptgg 409 13 and and CC cord-317465-ucwuptgg 409 14 the the DT cord-317465-ucwuptgg 409 15 actual actual NN cord-317465-ucwuptgg 409 16 of of IN cord-317465-ucwuptgg 409 17 daily daily JJ cord-317465-ucwuptgg 409 18 infection infection NN cord-317465-ucwuptgg 409 19 cases case NNS cord-317465-ucwuptgg 409 20 , , , cord-317465-ucwuptgg 409 21 and and CC cord-317465-ucwuptgg 409 22 the the DT cord-317465-ucwuptgg 409 23 right right JJ cord-317465-ucwuptgg 409 24 figure figure NN cord-317465-ucwuptgg 409 25 depicts depict VBZ cord-317465-ucwuptgg 409 26 the the DT cord-317465-ucwuptgg 409 27 evolution evolution NN cord-317465-ucwuptgg 409 28 of of IN cord-317465-ucwuptgg 409 29 cumulative cumulative JJ cord-317465-ucwuptgg 409 30 cases case NNS cord-317465-ucwuptgg 409 31 from from IN cord-317465-ucwuptgg 409 32 January January NNP cord-317465-ucwuptgg 409 33 23 23 CD cord-317465-ucwuptgg 409 34 to to IN cord-317465-ucwuptgg 409 35 February February NNP cord-317465-ucwuptgg 409 36 29 29 CD cord-317465-ucwuptgg 409 37 , , , cord-317465-ucwuptgg 409 38 2020 2020 CD cord-317465-ucwuptgg 409 39 . . . cord-317465-ucwuptgg 410 1 The the DT cord-317465-ucwuptgg 410 2 gap gap NN cord-317465-ucwuptgg 410 3 between between IN cord-317465-ucwuptgg 410 4 the the DT cord-317465-ucwuptgg 410 5 estimated estimate VBN cord-317465-ucwuptgg 410 6 counterfactual counterfactual JJ cord-317465-ucwuptgg 410 7 number number NN cord-317465-ucwuptgg 410 8 of of IN cord-317465-ucwuptgg 410 9 infection infection NN cord-317465-ucwuptgg 410 10 cases case NNS cord-317465-ucwuptgg 410 11 ( ( -LRB- cord-317465-ucwuptgg 410 12 the the DT cord-317465-ucwuptgg 410 13 solid solid JJ cord-317465-ucwuptgg 410 14 curve curve NN cord-317465-ucwuptgg 410 15 ) ) -RRB- cord-317465-ucwuptgg 410 16 and and CC cord-317465-ucwuptgg 410 17 the the DT cord-317465-ucwuptgg 410 18 officially officially RB cord-317465-ucwuptgg 410 19 reported report VBN cord-317465-ucwuptgg 410 20 cases case NNS cord-317465-ucwuptgg 410 21 ( ( -LRB- cord-317465-ucwuptgg 410 22 the the DT cord-317465-ucwuptgg 410 23 dashed dash VBN cord-317465-ucwuptgg 410 24 curve curve NN cord-317465-ucwuptgg 410 25 ) ) -RRB- cord-317465-ucwuptgg 410 26 on on IN cord-317465-ucwuptgg 410 27 the the DT cord-317465-ucwuptgg 410 28 right right JJ cord-317465-ucwuptgg 410 29 figure figure NN cord-317465-ucwuptgg 410 30 represent represent VB cord-317465-ucwuptgg 410 31 the the DT cord-317465-ucwuptgg 410 32 number number NN cord-317465-ucwuptgg 410 33 of of IN cord-317465-ucwuptgg 410 34 COVID-19 covid-19 JJ cord-317465-ucwuptgg 410 35 cases case NNS cord-317465-ucwuptgg 410 36 prevented prevent VBN cord-317465-ucwuptgg 410 37 by by IN cord-317465-ucwuptgg 410 38 the the DT cord-317465-ucwuptgg 410 39 Wuhan Wuhan NNP cord-317465-ucwuptgg 410 40 lockdown lockdown NN cord-317465-ucwuptgg 410 41 . . . cord-317465-ucwuptgg 411 1 As as IN cord-317465-ucwuptgg 411 2 of of IN cord-317465-ucwuptgg 411 3 February February NNP cord-317465-ucwuptgg 411 4 29 29 CD cord-317465-ucwuptgg 411 5 , , , cord-317465-ucwuptgg 411 6 2020 2020 CD cord-317465-ucwuptgg 411 7 , , , cord-317465-ucwuptgg 411 8 the the DT cord-317465-ucwuptgg 411 9 officially officially RB cord-317465-ucwuptgg 411 10 reported report VBN cord-317465-ucwuptgg 411 11 number number NN cord-317465-ucwuptgg 411 12 of of IN cord-317465-ucwuptgg 411 13 COVID-19 covid-19 CD cord-317465-ucwuptgg 411 14 in in IN cord-317465-ucwuptgg 411 15 the the DT cord-317465-ucwuptgg 411 16 347 347 CD cord-317465-ucwuptgg 411 17 cities city NNS cord-317465-ucwuptgg 411 18 outside outside IN cord-317465-ucwuptgg 411 19 Hubei Hubei NNP cord-317465-ucwuptgg 411 20 province province NN cord-317465-ucwuptgg 411 21 was be VBD cord-317465-ucwuptgg 411 22 12,626 12,626 CD cord-317465-ucwuptgg 411 23 , , , cord-317465-ucwuptgg 411 24 but but CC cord-317465-ucwuptgg 411 25 our -PRON- PRP$ cord-317465-ucwuptgg 411 26 counterfactual counterfactual JJ cord-317465-ucwuptgg 411 27 simulation simulation NN cord-317465-ucwuptgg 411 28 suggests suggest VBZ cord-317465-ucwuptgg 411 29 that that IN cord-317465-ucwuptgg 411 30 there there EX cord-317465-ucwuptgg 411 31 would would MD cord-317465-ucwuptgg 411 32 have have VB cord-317465-ucwuptgg 411 33 been be VBN cord-317465-ucwuptgg 411 34 20,810 20,810 CD cord-317465-ucwuptgg 411 35 cases case NNS cord-317465-ucwuptgg 411 36 , , , cord-317465-ucwuptgg 411 37 had have VBD cord-317465-ucwuptgg 411 38 there there EX cord-317465-ucwuptgg 411 39 been be VBN cord-317465-ucwuptgg 411 40 no no DT cord-317465-ucwuptgg 411 41 Wuhan Wuhan NNP cord-317465-ucwuptgg 411 42 lockdown lockdown NN cord-317465-ucwuptgg 411 43 . . . cord-317465-ucwuptgg 412 1 Similarly similarly RB cord-317465-ucwuptgg 412 2 , , , cord-317465-ucwuptgg 412 3 the the DT cord-317465-ucwuptgg 412 4 officially officially RB cord-317465-ucwuptgg 412 5 reported report VBN cord-317465-ucwuptgg 412 6 number number NN cord-317465-ucwuptgg 412 7 of of IN cord-317465-ucwuptgg 412 8 COVID-19 covid-19 JJ cord-317465-ucwuptgg 412 9 cases case NNS cord-317465-ucwuptgg 412 10 in in IN cord-317465-ucwuptgg 412 11 the the DT cord-317465-ucwuptgg 412 12 16 16 CD cord-317465-ucwuptgg 412 13 non non JJ cord-317465-ucwuptgg 412 14 - - JJ cord-317465-ucwuptgg 412 15 Wuhan wuhan JJ cord-317465-ucwuptgg 412 16 cities city NNS cord-317465-ucwuptgg 412 17 in in IN cord-317465-ucwuptgg 412 18 Hubei Hubei NNP cord-317465-ucwuptgg 412 19 was be VBD cord-317465-ucwuptgg 412 20 15,330 15,330 CD cord-317465-ucwuptgg 412 21 by by IN cord-317465-ucwuptgg 412 22 February February NNP cord-317465-ucwuptgg 412 23 29 29 CD cord-317465-ucwuptgg 412 24 , , , cord-317465-ucwuptgg 412 25 2020 2020 CD cord-317465-ucwuptgg 412 26 , , , cord-317465-ucwuptgg 412 27 but but CC cord-317465-ucwuptgg 412 28 our -PRON- PRP$ cord-317465-ucwuptgg 412 29 counterfactual counterfactual JJ cord-317465-ucwuptgg 412 30 simulation simulation NN cord-317465-ucwuptgg 412 31 suggests suggest VBZ cord-317465-ucwuptgg 412 32 that that IN cord-317465-ucwuptgg 412 33 the the DT cord-317465-ucwuptgg 412 34 number number NN cord-317465-ucwuptgg 412 35 of of IN cord-317465-ucwuptgg 412 36 infection infection NN cord-317465-ucwuptgg 412 37 cases case NNS cord-317465-ucwuptgg 412 38 would would MD cord-317465-ucwuptgg 412 39 have have VB cord-317465-ucwuptgg 412 40 been be VBN cord-317465-ucwuptgg 412 41 23,400 23,400 CD cord-317465-ucwuptgg 412 42 , , , cord-317465-ucwuptgg 412 43 had have VBD cord-317465-ucwuptgg 412 44 there there EX cord-317465-ucwuptgg 412 45 been be VBN cord-317465-ucwuptgg 412 46 no no DT cord-317465-ucwuptgg 412 47 Wuhan Wuhan NNP cord-317465-ucwuptgg 412 48 lockdown lockdown NN cord-317465-ucwuptgg 412 49 . . . cord-317465-ucwuptgg 413 1 That that RB cord-317465-ucwuptgg 413 2 is is RB cord-317465-ucwuptgg 413 3 , , , cord-317465-ucwuptgg 413 4 the the DT cord-317465-ucwuptgg 413 5 COVID-19 covid-19 JJ cord-317465-ucwuptgg 413 6 cases case NNS cord-317465-ucwuptgg 413 7 would would MD cord-317465-ucwuptgg 413 8 be be VB cord-317465-ucwuptgg 413 9 64.81 64.81 CD cord-317465-ucwuptgg 413 10 % % NN cord-317465-ucwuptgg 413 11 higher high JJR cord-317465-ucwuptgg 413 12 in in IN cord-317465-ucwuptgg 413 13 347 347 CD cord-317465-ucwuptgg 413 14 cities city NNS cord-317465-ucwuptgg 413 15 outside outside IN cord-317465-ucwuptgg 413 16 Hubei Hubei NNP cord-317465-ucwuptgg 413 17 , , , cord-317465-ucwuptgg 413 18 and and CC cord-317465-ucwuptgg 413 19 52.64 52.64 CD cord-317465-ucwuptgg 413 20 % % NN cord-317465-ucwuptgg 413 21 higher high JJR cord-317465-ucwuptgg 413 22 in in IN cord-317465-ucwuptgg 413 23 16 16 CD cord-317465-ucwuptgg 413 24 other other JJ cord-317465-ucwuptgg 413 25 cities city NNS cord-317465-ucwuptgg 413 26 in in IN cord-317465-ucwuptgg 413 27 Hubei Hubei NNP cord-317465-ucwuptgg 413 28 as as IN cord-317465-ucwuptgg 413 29 of of IN cord-317465-ucwuptgg 413 30 February February NNP cord-317465-ucwuptgg 413 31 29 29 CD cord-317465-ucwuptgg 413 32 , , , cord-317465-ucwuptgg 413 33 in in IN cord-317465-ucwuptgg 413 34 the the DT cord-317465-ucwuptgg 413 35 counterfactual counterfactual JJ cord-317465-ucwuptgg 413 36 world world NN cord-317465-ucwuptgg 413 37 in in IN cord-317465-ucwuptgg 413 38 which which WDT cord-317465-ucwuptgg 413 39 the the DT cord-317465-ucwuptgg 413 40 city city NN cord-317465-ucwuptgg 413 41 of of IN cord-317465-ucwuptgg 413 42 Wuhan Wuhan NNP cord-317465-ucwuptgg 413 43 were be VBD cord-317465-ucwuptgg 413 44 not not RB cord-317465-ucwuptgg 413 45 locked lock VBN cord-317465-ucwuptgg 413 46 down down RP cord-317465-ucwuptgg 413 47 from from IN cord-317465-ucwuptgg 413 48 January January NNP cord-317465-ucwuptgg 413 49 23 23 CD cord-317465-ucwuptgg 413 50 , , , cord-317465-ucwuptgg 413 51 2020 2020 CD cord-317465-ucwuptgg 413 52 . . . cord-317465-ucwuptgg 414 1 Our -PRON- PRP$ cord-317465-ucwuptgg 414 2 findings finding NNS cord-317465-ucwuptgg 414 3 thus thus RB cord-317465-ucwuptgg 414 4 suggest suggest VBP cord-317465-ucwuptgg 414 5 that that IN cord-317465-ucwuptgg 414 6 the the DT cord-317465-ucwuptgg 414 7 lockdown lockdown NN cord-317465-ucwuptgg 414 8 of of IN cord-317465-ucwuptgg 414 9 the the DT cord-317465-ucwuptgg 414 10 city city NN cord-317465-ucwuptgg 414 11 of of IN cord-317465-ucwuptgg 414 12 Wuhan Wuhan NNP cord-317465-ucwuptgg 414 13 from from IN cord-317465-ucwuptgg 414 14 January January NNP cord-317465-ucwuptgg 414 15 18 18 CD cord-317465-ucwuptgg 414 16 . . . cord-317465-ucwuptgg 415 1 CC CC NNP cord-317465-ucwuptgg 415 2 - - HYPH cord-317465-ucwuptgg 415 3 BY BY NNP cord-317465-ucwuptgg 415 4 - - HYPH cord-317465-ucwuptgg 415 5 NC NC NNP cord-317465-ucwuptgg 415 6 - - HYPH cord-317465-ucwuptgg 415 7 ND ND NNP cord-317465-ucwuptgg 415 8 4.0 4.0 CD cord-317465-ucwuptgg 415 9 International international JJ cord-317465-ucwuptgg 415 10 license license NN cord-317465-ucwuptgg 415 11 It -PRON- PRP cord-317465-ucwuptgg 415 12 is be VBZ cord-317465-ucwuptgg 415 13 made make VBN cord-317465-ucwuptgg 415 14 available available JJ cord-317465-ucwuptgg 415 15 under under IN cord-317465-ucwuptgg 415 16 a a DT cord-317465-ucwuptgg 415 17 author author NN cord-317465-ucwuptgg 415 18 / / SYM cord-317465-ucwuptgg 415 19 funder funder NN cord-317465-ucwuptgg 415 20 , , , cord-317465-ucwuptgg 415 21 who who WP cord-317465-ucwuptgg 415 22 has have VBZ cord-317465-ucwuptgg 415 23 granted grant VBN cord-317465-ucwuptgg 415 24 medRxiv medRxiv NNS cord-317465-ucwuptgg 415 25 a a DT cord-317465-ucwuptgg 415 26 license license NN cord-317465-ucwuptgg 415 27 to to TO cord-317465-ucwuptgg 415 28 display display VB cord-317465-ucwuptgg 415 29 the the DT cord-317465-ucwuptgg 415 30 preprint preprint NN cord-317465-ucwuptgg 415 31 in in IN cord-317465-ucwuptgg 415 32 perpetuity perpetuity NN cord-317465-ucwuptgg 415 33 . . . cord-317465-ucwuptgg 416 1 is be VBZ cord-317465-ucwuptgg 416 2 the the DT cord-317465-ucwuptgg 416 3 ( ( -LRB- cord-317465-ucwuptgg 416 4 which which WDT cord-317465-ucwuptgg 416 5 was be VBD cord-317465-ucwuptgg 416 6 not not RB cord-317465-ucwuptgg 416 7 peer peer NN cord-317465-ucwuptgg 416 8 - - HYPH cord-317465-ucwuptgg 416 9 reviewed review VBN cord-317465-ucwuptgg 416 10 ) ) -RRB- cord-317465-ucwuptgg 417 1 The the DT cord-317465-ucwuptgg 417 2 copyright copyright NN cord-317465-ucwuptgg 417 3 holder holder NN cord-317465-ucwuptgg 417 4 for for IN cord-317465-ucwuptgg 417 5 this this DT cord-317465-ucwuptgg 417 6 preprint preprint NN cord-317465-ucwuptgg 417 7 . . . cord-317465-ucwuptgg 418 1 23 23 CD cord-317465-ucwuptgg 418 2 , , , cord-317465-ucwuptgg 418 3 2020 2020 CD cord-317465-ucwuptgg 418 4 played play VBD cord-317465-ucwuptgg 418 5 a a DT cord-317465-ucwuptgg 418 6 crucial crucial JJ cord-317465-ucwuptgg 418 7 role role NN cord-317465-ucwuptgg 418 8 in in IN cord-317465-ucwuptgg 418 9 reducing reduce VBG cord-317465-ucwuptgg 418 10 the the DT cord-317465-ucwuptgg 418 11 imported import VBN cord-317465-ucwuptgg 418 12 infections infection NNS cord-317465-ucwuptgg 418 13 in in IN cord-317465-ucwuptgg 418 14 other other JJ cord-317465-ucwuptgg 418 15 Chinese chinese JJ cord-317465-ucwuptgg 418 16 cities city NNS cord-317465-ucwuptgg 418 17 and and CC cord-317465-ucwuptgg 418 18 halts halt VBZ cord-317465-ucwuptgg 418 19 the the DT cord-317465-ucwuptgg 418 20 spread spread NN cord-317465-ucwuptgg 418 21 of of IN cord-317465-ucwuptgg 418 22 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 418 23 virus virus NN cord-317465-ucwuptgg 418 24 . . . cord-317465-ucwuptgg 419 1 Our -PRON- PRP$ cord-317465-ucwuptgg 419 2 model model NN cord-317465-ucwuptgg 419 3 also also RB cord-317465-ucwuptgg 419 4 allows allow VBZ cord-317465-ucwuptgg 419 5 us -PRON- PRP cord-317465-ucwuptgg 419 6 to to TO cord-317465-ucwuptgg 419 7 project project VB cord-317465-ucwuptgg 419 8 when when WRB cord-317465-ucwuptgg 419 9 the the DT cord-317465-ucwuptgg 419 10 new new JJ cord-317465-ucwuptgg 419 11 infection infection NN cord-317465-ucwuptgg 419 12 cases case NNS cord-317465-ucwuptgg 419 13 would would MD cord-317465-ucwuptgg 419 14 have have VB cord-317465-ucwuptgg 419 15 peaked peak VBN cord-317465-ucwuptgg 419 16 in in IN cord-317465-ucwuptgg 419 17 other other JJ cord-317465-ucwuptgg 419 18 cities city NNS cord-317465-ucwuptgg 419 19 in in IN cord-317465-ucwuptgg 419 20 the the DT cord-317465-ucwuptgg 419 21 absence absence NN cord-317465-ucwuptgg 419 22 of of IN cord-317465-ucwuptgg 419 23 Wuhan Wuhan NNP cord-317465-ucwuptgg 419 24 lockdown lockdown NN cord-317465-ucwuptgg 419 25 . . . cord-317465-ucwuptgg 420 1 As as IN cord-317465-ucwuptgg 420 2 shown show VBN cord-317465-ucwuptgg 420 3 by by IN cord-317465-ucwuptgg 420 4 the the DT cord-317465-ucwuptgg 420 5 solid solid JJ cord-317465-ucwuptgg 420 6 curves curve NNS cord-317465-ucwuptgg 420 7 in in IN cord-317465-ucwuptgg 420 8 the the DT cord-317465-ucwuptgg 420 9 left left JJ cord-317465-ucwuptgg 420 10 figures figure NNS cord-317465-ucwuptgg 420 11 of of IN cord-317465-ucwuptgg 420 12 each each DT cord-317465-ucwuptgg 420 13 panel panel NN cord-317465-ucwuptgg 420 14 , , , cord-317465-ucwuptgg 420 15 our -PRON- PRP$ cord-317465-ucwuptgg 420 16 model model NN cord-317465-ucwuptgg 420 17 projects project VBZ cord-317465-ucwuptgg 420 18 that that IN cord-317465-ucwuptgg 420 19 in in IN cord-317465-ucwuptgg 420 20 the the DT cord-317465-ucwuptgg 420 21 absence absence NN cord-317465-ucwuptgg 420 22 of of IN cord-317465-ucwuptgg 420 23 Wuhan Wuhan NNP cord-317465-ucwuptgg 420 24 lockdown lockdown NN cord-317465-ucwuptgg 420 25 , , , cord-317465-ucwuptgg 420 26 the the DT cord-317465-ucwuptgg 420 27 new new JJ cord-317465-ucwuptgg 420 28 daily daily JJ cord-317465-ucwuptgg 420 29 infection infection NN cord-317465-ucwuptgg 420 30 cases case NNS cord-317465-ucwuptgg 420 31 in in IN cord-317465-ucwuptgg 420 32 the the DT cord-317465-ucwuptgg 420 33 16 16 CD cord-317465-ucwuptgg 420 34 non non JJ cord-317465-ucwuptgg 420 35 - - JJ cord-317465-ucwuptgg 420 36 Wuhan wuhan JJ cord-317465-ucwuptgg 420 37 cities city NNS cord-317465-ucwuptgg 420 38 in in IN cord-317465-ucwuptgg 420 39 Hubei Hubei NNP cord-317465-ucwuptgg 420 40 would would MD cord-317465-ucwuptgg 420 41 have have VB cord-317465-ucwuptgg 420 42 peaked peak VBN cord-317465-ucwuptgg 420 43 on on IN cord-317465-ucwuptgg 420 44 February February NNP cord-317465-ucwuptgg 420 45 2 2 CD cord-317465-ucwuptgg 420 46 , , , cord-317465-ucwuptgg 420 47 the the DT cord-317465-ucwuptgg 420 48 9th 9th JJ cord-317465-ucwuptgg 420 49 day day NN cord-317465-ucwuptgg 420 50 after after IN cord-317465-ucwuptgg 420 51 the the DT cord-317465-ucwuptgg 420 52 lockdown lockdown NN cord-317465-ucwuptgg 420 53 of of IN cord-317465-ucwuptgg 420 54 Wuhan Wuhan NNP cord-317465-ucwuptgg 420 55 , , , cord-317465-ucwuptgg 420 56 at at IN cord-317465-ucwuptgg 420 57 a a DT cord-317465-ucwuptgg 420 58 level level NN cord-317465-ucwuptgg 420 59 of of IN cord-317465-ucwuptgg 420 60 1,466 1,466 CD cord-317465-ucwuptgg 420 61 daily daily JJ cord-317465-ucwuptgg 420 62 new new JJ cord-317465-ucwuptgg 420 63 cases case NNS cord-317465-ucwuptgg 420 64 ; ; : cord-317465-ucwuptgg 420 65 and and CC cord-317465-ucwuptgg 420 66 elsewhere elsewhere RB cord-317465-ucwuptgg 420 67 in in IN cord-317465-ucwuptgg 420 68 China China NNP cord-317465-ucwuptgg 420 69 , , , cord-317465-ucwuptgg 420 70 it -PRON- PRP cord-317465-ucwuptgg 420 71 would would MD cord-317465-ucwuptgg 420 72 have have VB cord-317465-ucwuptgg 420 73 peaked peak VBN cord-317465-ucwuptgg 420 74 on on IN cord-317465-ucwuptgg 420 75 February February NNP cord-317465-ucwuptgg 420 76 3 3 CD cord-317465-ucwuptgg 420 77 , , , cord-317465-ucwuptgg 420 78 2020 2020 CD cord-317465-ucwuptgg 420 79 , , , cord-317465-ucwuptgg 420 80 the the DT cord-317465-ucwuptgg 420 81 10th 10th JJ cord-317465-ucwuptgg 420 82 day day NN cord-317465-ucwuptgg 420 83 after after IN cord-317465-ucwuptgg 420 84 the the DT cord-317465-ucwuptgg 420 85 lockdown lockdown NN cord-317465-ucwuptgg 420 86 of of IN cord-317465-ucwuptgg 420 87 Wuhan Wuhan NNP cord-317465-ucwuptgg 420 88 , , , cord-317465-ucwuptgg 420 89 at at IN cord-317465-ucwuptgg 420 90 a a DT cord-317465-ucwuptgg 420 91 level level NN cord-317465-ucwuptgg 420 92 of of IN cord-317465-ucwuptgg 420 93 1,082 1,082 CD cord-317465-ucwuptgg 420 94 daily daily JJ cord-317465-ucwuptgg 420 95 new new JJ cord-317465-ucwuptgg 420 96 cases case NNS cord-317465-ucwuptgg 420 97 . . . cord-317465-ucwuptgg 421 1 We -PRON- PRP cord-317465-ucwuptgg 421 2 also also RB cord-317465-ucwuptgg 421 3 find find VBP cord-317465-ucwuptgg 421 4 that that IN cord-317465-ucwuptgg 421 5 the the DT cord-317465-ucwuptgg 421 6 estimated estimate VBN cord-317465-ucwuptgg 421 7 daily daily JJ cord-317465-ucwuptgg 421 8 new new JJ cord-317465-ucwuptgg 421 9 cases case NNS cord-317465-ucwuptgg 421 10 in in IN cord-317465-ucwuptgg 421 11 the the DT cord-317465-ucwuptgg 421 12 counterfactual counterfactual JJ cord-317465-ucwuptgg 421 13 world world NN cord-317465-ucwuptgg 421 14 gradually gradually RB cord-317465-ucwuptgg 421 15 converge converge VBP cord-317465-ucwuptgg 421 16 to to IN cord-317465-ucwuptgg 421 17 the the DT cord-317465-ucwuptgg 421 18 reported report VBN cord-317465-ucwuptgg 421 19 daily daily JJ cord-317465-ucwuptgg 421 20 cases case NNS cord-317465-ucwuptgg 421 21 from from IN cord-317465-ucwuptgg 421 22 February February NNP cord-317465-ucwuptgg 421 23 22 22 CD cord-317465-ucwuptgg 421 24 , , , cord-317465-ucwuptgg 421 25 suggesting suggest VBG cord-317465-ucwuptgg 421 26 that that IN cord-317465-ucwuptgg 421 27 the the DT cord-317465-ucwuptgg 421 28 social social JJ cord-317465-ucwuptgg 421 29 distancing distance VBG cord-317465-ucwuptgg 421 30 measures measure NNS cord-317465-ucwuptgg 421 31 implemented implement VBN cord-317465-ucwuptgg 421 32 elsewhere elsewhere RB cord-317465-ucwuptgg 421 33 in in IN cord-317465-ucwuptgg 421 34 China China NNP cord-317465-ucwuptgg 421 35 would would MD cord-317465-ucwuptgg 421 36 have have VB cord-317465-ucwuptgg 421 37 worked work VBN cord-317465-ucwuptgg 421 38 eventually eventually RB cord-317465-ucwuptgg 421 39 to to TO cord-317465-ucwuptgg 421 40 contain contain VB cord-317465-ucwuptgg 421 41 the the DT cord-317465-ucwuptgg 421 42 spread spread NN cord-317465-ucwuptgg 421 43 of of IN cord-317465-ucwuptgg 421 44 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 421 45 virus virus NN cord-317465-ucwuptgg 421 46 , , , cord-317465-ucwuptgg 421 47 even even RB cord-317465-ucwuptgg 421 48 if if IN cord-317465-ucwuptgg 421 49 the the DT cord-317465-ucwuptgg 421 50 city city NN cord-317465-ucwuptgg 421 51 of of IN cord-317465-ucwuptgg 421 52 Wuhan Wuhan NNP cord-317465-ucwuptgg 421 53 was be VBD cord-317465-ucwuptgg 421 54 not not RB cord-317465-ucwuptgg 421 55 locked lock VBN cord-317465-ucwuptgg 421 56 down down RP cord-317465-ucwuptgg 421 57 on on IN cord-317465-ucwuptgg 421 58 January January NNP cord-317465-ucwuptgg 421 59 23 23 CD cord-317465-ucwuptgg 421 60 2020 2020 CD cord-317465-ucwuptgg 421 61 , , , cord-317465-ucwuptgg 421 62 but but CC cord-317465-ucwuptgg 421 63 the the DT cord-317465-ucwuptgg 421 64 initial initial JJ cord-317465-ucwuptgg 421 65 onslaught onslaught NN cord-317465-ucwuptgg 421 66 on on IN cord-317465-ucwuptgg 421 67 the the DT cord-317465-ucwuptgg 421 68 medical medical JJ cord-317465-ucwuptgg 421 69 system system NN cord-317465-ucwuptgg 421 70 in in IN cord-317465-ucwuptgg 421 71 all all DT cord-317465-ucwuptgg 421 72 cities city NNS cord-317465-ucwuptgg 421 73 in in IN cord-317465-ucwuptgg 421 74 China China NNP cord-317465-ucwuptgg 421 75 would would MD cord-317465-ucwuptgg 421 76 have have VB cord-317465-ucwuptgg 421 77 been be VBN cord-317465-ucwuptgg 421 78 much much RB cord-317465-ucwuptgg 421 79 more more RBR cord-317465-ucwuptgg 421 80 severe severe JJ cord-317465-ucwuptgg 421 81 , , , cord-317465-ucwuptgg 421 82 and and CC cord-317465-ucwuptgg 421 83 the the DT cord-317465-ucwuptgg 421 84 total total JJ cord-317465-ucwuptgg 421 85 number number NN cord-317465-ucwuptgg 421 86 of of IN cord-317465-ucwuptgg 421 87 infection infection NN cord-317465-ucwuptgg 421 88 cases case NNS cord-317465-ucwuptgg 421 89 elsewhere elsewhere RB cord-317465-ucwuptgg 421 90 would would MD cord-317465-ucwuptgg 421 91 have have VB cord-317465-ucwuptgg 421 92 been be VBN cord-317465-ucwuptgg 421 93 significantly significantly RB cord-317465-ucwuptgg 421 94 higher high JJR cord-317465-ucwuptgg 421 95 . . . cord-317465-ucwuptgg 422 1 [ [ -LRB- cord-317465-ucwuptgg 422 2 Figure figure NN cord-317465-ucwuptgg 422 3 6 6 CD cord-317465-ucwuptgg 422 4 About about RB cord-317465-ucwuptgg 422 5 Here here RB cord-317465-ucwuptgg 422 6 ] ] -RRB- cord-317465-ucwuptgg 423 1 As as IN cord-317465-ucwuptgg 423 2 the the DT cord-317465-ucwuptgg 423 3 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 423 4 virus virus NN cord-317465-ucwuptgg 423 5 spread spread VBN cord-317465-ucwuptgg 423 6 throughout throughout IN cord-317465-ucwuptgg 423 7 the the DT cord-317465-ucwuptgg 423 8 world world NN cord-317465-ucwuptgg 423 9 , , , cord-317465-ucwuptgg 423 10 many many JJ cord-317465-ucwuptgg 423 11 countries country NNS cord-317465-ucwuptgg 423 12 are be VBP cord-317465-ucwuptgg 423 13 also also RB cord-317465-ucwuptgg 423 14 implementing implement VBG cord-317465-ucwuptgg 423 15 lockdown lockdown NN cord-317465-ucwuptgg 423 16 measures measure NNS cord-317465-ucwuptgg 423 17 , , , cord-317465-ucwuptgg 423 18 and and CC cord-317465-ucwuptgg 423 19 mandate mandate VB cord-317465-ucwuptgg 423 20 social social JJ cord-317465-ucwuptgg 423 21 distancing distancing NN cord-317465-ucwuptgg 423 22 as as IN cord-317465-ucwuptgg 423 23 a a DT cord-317465-ucwuptgg 423 24 policy policy NN cord-317465-ucwuptgg 423 25 response response NN cord-317465-ucwuptgg 423 26 to to TO cord-317465-ucwuptgg 423 27 contain contain VB cord-317465-ucwuptgg 423 28 the the DT cord-317465-ucwuptgg 423 29 spread spread NN cord-317465-ucwuptgg 423 30 of of IN cord-317465-ucwuptgg 423 31 the the DT cord-317465-ucwuptgg 423 32 virus virus NN cord-317465-ucwuptgg 423 33 . . . cord-317465-ucwuptgg 424 1 Up up IN cord-317465-ucwuptgg 424 2 to to IN cord-317465-ucwuptgg 424 3 now now RB cord-317465-ucwuptgg 424 4 , , , cord-317465-ucwuptgg 424 5 our -PRON- PRP$ cord-317465-ucwuptgg 424 6 analysis analysis NN cord-317465-ucwuptgg 424 7 has have VBZ cord-317465-ucwuptgg 424 8 focused focus VBN cord-317465-ucwuptgg 424 9 on on IN cord-317465-ucwuptgg 424 10 the the DT cord-317465-ucwuptgg 424 11 events event NNS cord-317465-ucwuptgg 424 12 of of IN cord-317465-ucwuptgg 424 13 the the DT cord-317465-ucwuptgg 424 14 lockdown lockdown NN cord-317465-ucwuptgg 424 15 of of IN cord-317465-ucwuptgg 424 16 Wuhan Wuhan NNP cord-317465-ucwuptgg 424 17 -the -the DT cord-317465-ucwuptgg 424 18 epicenter epicenter NN cord-317465-ucwuptgg 424 19 of of IN cord-317465-ucwuptgg 424 20 the the DT cord-317465-ucwuptgg 424 21 Novel Novel NNP cord-317465-ucwuptgg 424 22 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 424 23 outbreak outbreak NN cord-317465-ucwuptgg 424 24 , , , cord-317465-ucwuptgg 424 25 it -PRON- PRP cord-317465-ucwuptgg 424 26 would would MD cord-317465-ucwuptgg 424 27 also also RB cord-317465-ucwuptgg 424 28 be be VB cord-317465-ucwuptgg 424 29 interesting interesting JJ cord-317465-ucwuptgg 424 30 to to TO cord-317465-ucwuptgg 424 31 study study VB cord-317465-ucwuptgg 424 32 the the DT cord-317465-ucwuptgg 424 33 impact impact NN cord-317465-ucwuptgg 424 34 of of IN cord-317465-ucwuptgg 424 35 lockdowns lockdown NNS cord-317465-ucwuptgg 424 36 and/or and/or CC cord-317465-ucwuptgg 424 37 the the DT cord-317465-ucwuptgg 424 38 social social JJ cord-317465-ucwuptgg 424 39 distancing distance VBG cord-317465-ucwuptgg 424 40 measures measure NNS cord-317465-ucwuptgg 424 41 in in IN cord-317465-ucwuptgg 424 42 the the DT cord-317465-ucwuptgg 424 43 destination destination NN cord-317465-ucwuptgg 424 44 cities city NNS cord-317465-ucwuptgg 424 45 in in IN cord-317465-ucwuptgg 424 46 reducing reduce VBG cord-317465-ucwuptgg 424 47 and and CC cord-317465-ucwuptgg 424 48 containing contain VBG cord-317465-ucwuptgg 424 49 the the DT cord-317465-ucwuptgg 424 50 spread spread NN cord-317465-ucwuptgg 424 51 of of IN cord-317465-ucwuptgg 424 52 virus virus NN cord-317465-ucwuptgg 424 53 . . . cord-317465-ucwuptgg 425 1 Indeed indeed RB cord-317465-ucwuptgg 425 2 , , , cord-317465-ucwuptgg 425 3 Chinazzi Chinazzi NNP cord-317465-ucwuptgg 425 4 et et NNP cord-317465-ucwuptgg 425 5 al al NNP cord-317465-ucwuptgg 425 6 . . . cord-317465-ucwuptgg 426 1 ( ( -LRB- cord-317465-ucwuptgg 426 2 2020 2020 CD cord-317465-ucwuptgg 426 3 ) ) -RRB- cord-317465-ucwuptgg 426 4 point point NN cord-317465-ucwuptgg 426 5 out out RP cord-317465-ucwuptgg 426 6 that that IN cord-317465-ucwuptgg 426 7 travel travel NN cord-317465-ucwuptgg 426 8 restrictions restriction NNS cord-317465-ucwuptgg 426 9 to to IN cord-317465-ucwuptgg 426 10 and and CC cord-317465-ucwuptgg 426 11 from from IN cord-317465-ucwuptgg 426 12 Mainland Mainland NNP cord-317465-ucwuptgg 426 13 China China NNP cord-317465-ucwuptgg 426 14 impact impact VB cord-317465-ucwuptgg 426 15 the the DT cord-317465-ucwuptgg 426 16 global global JJ cord-317465-ucwuptgg 426 17 pandemic pandemic NN cord-317465-ucwuptgg 426 18 of of IN cord-317465-ucwuptgg 426 19 the the DT cord-317465-ucwuptgg 426 20 COVID-19 COVID-19 NNP cord-317465-ucwuptgg 426 21 only only RB cord-317465-ucwuptgg 426 22 if if IN cord-317465-ucwuptgg 426 23 transmission transmission NN cord-317465-ucwuptgg 426 24 within within IN cord-317465-ucwuptgg 426 25 the the DT cord-317465-ucwuptgg 426 26 community community NN cord-317465-ucwuptgg 426 27 is be VBZ cord-317465-ucwuptgg 426 28 simultaneously simultaneously RB cord-317465-ucwuptgg 426 29 reduced reduce VBN cord-317465-ucwuptgg 426 30 by by IN cord-317465-ucwuptgg 426 31 50 50 CD cord-317465-ucwuptgg 426 32 % % NN cord-317465-ucwuptgg 426 33 or or CC cord-317465-ucwuptgg 426 34 more more JJR cord-317465-ucwuptgg 426 35 , , , cord-317465-ucwuptgg 426 36 which which WDT cord-317465-ucwuptgg 426 37 suggests suggest VBZ cord-317465-ucwuptgg 426 38 that that IN cord-317465-ucwuptgg 426 39 social social JJ cord-317465-ucwuptgg 426 40 distancing distancing NN cord-317465-ucwuptgg 426 41 at at IN cord-317465-ucwuptgg 426 42 the the DT cord-317465-ucwuptgg 426 43 destination destination NN cord-317465-ucwuptgg 426 44 cities city NNS cord-317465-ucwuptgg 426 45 is be VBZ cord-317465-ucwuptgg 426 46 crucial crucial JJ cord-317465-ucwuptgg 426 47 in in IN cord-317465-ucwuptgg 426 48 preventing prevent VBG cord-317465-ucwuptgg 426 49 the the DT cord-317465-ucwuptgg 426 50 possibly possibly RB cord-317465-ucwuptgg 426 51 asymptomatic asymptomatic JJ cord-317465-ucwuptgg 426 52 transmission transmission NN cord-317465-ucwuptgg 426 53 from from IN cord-317465-ucwuptgg 426 54 the the DT cord-317465-ucwuptgg 426 55 source source NN cord-317465-ucwuptgg 426 56 city city NN cord-317465-ucwuptgg 426 57 . . . cord-317465-ucwuptgg 427 1 Moreover moreover RB cord-317465-ucwuptgg 427 2 , , , cord-317465-ucwuptgg 427 3 quantifying quantify VBG cord-317465-ucwuptgg 427 4 the the DT cord-317465-ucwuptgg 427 5 effect effect NN cord-317465-ucwuptgg 427 6 of of IN cord-317465-ucwuptgg 427 7 social social JJ cord-317465-ucwuptgg 427 8 distancing distancing NN cord-317465-ucwuptgg 427 9 on on IN cord-317465-ucwuptgg 427 10 virus virus NN cord-317465-ucwuptgg 427 11 transmission transmission NN cord-317465-ucwuptgg 427 12 is be VBZ cord-317465-ucwuptgg 427 13 especially especially RB cord-317465-ucwuptgg 427 14 relevant relevant JJ cord-317465-ucwuptgg 427 15 to to IN cord-317465-ucwuptgg 427 16 the the DT cord-317465-ucwuptgg 427 17 stage stage NN cord-317465-ucwuptgg 427 18 of of IN cord-317465-ucwuptgg 427 19 pre pre JJ cord-317465-ucwuptgg 427 20 - - JJ cord-317465-ucwuptgg 427 21 epidemic epidemic JJ cord-317465-ucwuptgg 427 22 community community NN cord-317465-ucwuptgg 427 23 spread spread VBD cord-317465-ucwuptgg 427 24 when when WRB cord-317465-ucwuptgg 427 25 a a DT cord-317465-ucwuptgg 427 26 person person NN cord-317465-ucwuptgg 427 27 who who WP cord-317465-ucwuptgg 427 28 is be VBZ cord-317465-ucwuptgg 427 29 not not RB cord-317465-ucwuptgg 427 30 known know VBN cord-317465-ucwuptgg 427 31 to to TO cord-317465-ucwuptgg 427 32 have have VB cord-317465-ucwuptgg 427 33 traveled travel VBN cord-317465-ucwuptgg 427 34 to to IN cord-317465-ucwuptgg 427 35 affected affect VBN cord-317465-ucwuptgg 427 36 countries country NNS cord-317465-ucwuptgg 427 37 , , , cord-317465-ucwuptgg 427 38 or or CC cord-317465-ucwuptgg 427 39 to to TO cord-317465-ucwuptgg 427 40 have have VB cord-317465-ucwuptgg 427 41 had have VBN cord-317465-ucwuptgg 427 42 contact contact NN cord-317465-ucwuptgg 427 43 with with IN cord-317465-ucwuptgg 427 44 an an DT cord-317465-ucwuptgg 427 45 infected infected JJ cord-317465-ucwuptgg 427 46 person person NN cord-317465-ucwuptgg 427 47 becomes become VBZ cord-317465-ucwuptgg 427 48 infected infected JJ cord-317465-ucwuptgg 427 49 . . . cord-317465-ucwuptgg 428 1 As as IN cord-317465-ucwuptgg 428 2 shown show VBN cord-317465-ucwuptgg 428 3 in in IN cord-317465-ucwuptgg 428 4 Table Table NNP cord-317465-ucwuptgg 428 5 A1 A1 NNP cord-317465-ucwuptgg 428 6 in in IN cord-317465-ucwuptgg 428 7 the the DT cord-317465-ucwuptgg 428 8 Appendix Appendix NNP cord-317465-ucwuptgg 428 9 , , , cord-317465-ucwuptgg 428 10 within within IN cord-317465-ucwuptgg 428 11 the the DT cord-317465-ucwuptgg 428 12 few few JJ cord-317465-ucwuptgg 428 13 weeks week NNS cord-317465-ucwuptgg 428 14 after after IN cord-317465-ucwuptgg 428 15 the the DT cord-317465-ucwuptgg 428 16 Wuhan Wuhan NNP cord-317465-ucwuptgg 428 17 and and CC cord-317465-ucwuptgg 428 18 Hubei Hubei NNP cord-317465-ucwuptgg 428 19 lockdowns lockdown NNS cord-317465-ucwuptgg 428 20 , , , cord-317465-ucwuptgg 428 21 various various JJ cord-317465-ucwuptgg 428 22 human human JJ cord-317465-ucwuptgg 428 23 mobility mobility NN cord-317465-ucwuptgg 428 24 restrictions restriction NNS cord-317465-ucwuptgg 428 25 were be VBD cord-317465-ucwuptgg 428 26 imposed impose VBN cord-317465-ucwuptgg 428 27 on on IN cord-317465-ucwuptgg 428 28 63 63 CD cord-317465-ucwuptgg 428 29 other other JJ cord-317465-ucwuptgg 428 30 Chinese chinese JJ cord-317465-ucwuptgg 428 31 cities city NNS cord-317465-ucwuptgg 428 32 outside outside IN cord-317465-ucwuptgg 428 33 Hubei Hubei NNP cord-317465-ucwuptgg 428 34 . . . cord-317465-ucwuptgg 429 1 As as IN cord-317465-ucwuptgg 429 2 described describe VBN cord-317465-ucwuptgg 429 3 in in IN cord-317465-ucwuptgg 429 4 Table Table NNP cord-317465-ucwuptgg 429 5 A1 A1 NNP cord-317465-ucwuptgg 429 6 , , , cord-317465-ucwuptgg 429 7 the the DT cord-317465-ucwuptgg 429 8 " " `` cord-317465-ucwuptgg 429 9 lockdowns lockdown NNS cord-317465-ucwuptgg 429 10 " " '' cord-317465-ucwuptgg 429 11 in in IN cord-317465-ucwuptgg 429 12 destination destination NN cord-317465-ucwuptgg 429 13 cities city NNS cord-317465-ucwuptgg 429 14 varied vary VBN cord-317465-ucwuptgg 429 15 in in IN cord-317465-ucwuptgg 429 16 their -PRON- PRP$ cord-317465-ucwuptgg 429 17 19 19 CD cord-317465-ucwuptgg 429 18 . . . cord-317465-ucwuptgg 430 1 CC CC NNP cord-317465-ucwuptgg 430 2 - - HYPH cord-317465-ucwuptgg 430 3 BY BY NNP cord-317465-ucwuptgg 430 4 - - HYPH cord-317465-ucwuptgg 430 5 NC NC NNP cord-317465-ucwuptgg 430 6 - - HYPH cord-317465-ucwuptgg 430 7 ND ND NNP cord-317465-ucwuptgg 430 8 4.0 4.0 CD cord-317465-ucwuptgg 430 9 International international JJ cord-317465-ucwuptgg 430 10 license license NN cord-317465-ucwuptgg 430 11 It -PRON- PRP cord-317465-ucwuptgg 430 12 is be VBZ cord-317465-ucwuptgg 430 13 made make VBN cord-317465-ucwuptgg 430 14 available available JJ cord-317465-ucwuptgg 430 15 under under IN cord-317465-ucwuptgg 430 16 a a DT cord-317465-ucwuptgg 430 17 author author NN cord-317465-ucwuptgg 430 18 / / SYM cord-317465-ucwuptgg 430 19 funder funder NN cord-317465-ucwuptgg 430 20 , , , cord-317465-ucwuptgg 430 21 who who WP cord-317465-ucwuptgg 430 22 has have VBZ cord-317465-ucwuptgg 430 23 granted grant VBN cord-317465-ucwuptgg 430 24 medRxiv medRxiv NNS cord-317465-ucwuptgg 430 25 a a DT cord-317465-ucwuptgg 430 26 license license NN cord-317465-ucwuptgg 430 27 to to TO cord-317465-ucwuptgg 430 28 display display VB cord-317465-ucwuptgg 430 29 the the DT cord-317465-ucwuptgg 430 30 preprint preprint NN cord-317465-ucwuptgg 430 31 in in IN cord-317465-ucwuptgg 430 32 perpetuity perpetuity NN cord-317465-ucwuptgg 430 33 . . . cord-317465-ucwuptgg 431 1 is be VBZ cord-317465-ucwuptgg 431 2 the the DT cord-317465-ucwuptgg 431 3 ( ( -LRB- cord-317465-ucwuptgg 431 4 which which WDT cord-317465-ucwuptgg 431 5 was be VBD cord-317465-ucwuptgg 431 6 not not RB cord-317465-ucwuptgg 431 7 peer peer NN cord-317465-ucwuptgg 431 8 - - HYPH cord-317465-ucwuptgg 431 9 reviewed review VBN cord-317465-ucwuptgg 431 10 ) ) -RRB- cord-317465-ucwuptgg 432 1 The the DT cord-317465-ucwuptgg 432 2 copyright copyright NN cord-317465-ucwuptgg 432 3 holder holder NN cord-317465-ucwuptgg 432 4 for for IN cord-317465-ucwuptgg 432 5 this this DT cord-317465-ucwuptgg 432 6 preprint preprint NN cord-317465-ucwuptgg 432 7 . . . cord-317465-ucwuptgg 433 1 degree degree NN cord-317465-ucwuptgg 433 2 of of IN cord-317465-ucwuptgg 433 3 strictness strictness NN cord-317465-ucwuptgg 433 4 , , , cord-317465-ucwuptgg 433 5 from from IN cord-317465-ucwuptgg 433 6 building build VBG cord-317465-ucwuptgg 433 7 entrances entrance NNS cord-317465-ucwuptgg 433 8 checkpoints checkpoint NNS cord-317465-ucwuptgg 433 9 to to IN cord-317465-ucwuptgg 433 10 establishing establish VBG cord-317465-ucwuptgg 433 11 quarantine quarantine NN cord-317465-ucwuptgg 433 12 zones zone NNS cord-317465-ucwuptgg 433 13 , , , cord-317465-ucwuptgg 433 14 and and CC cord-317465-ucwuptgg 433 15 from from IN cord-317465-ucwuptgg 433 16 public public JJ cord-317465-ucwuptgg 433 17 transit transit NN cord-317465-ucwuptgg 433 18 shutdowns shutdown NNS cord-317465-ucwuptgg 433 19 to to IN cord-317465-ucwuptgg 433 20 strict strict JJ cord-317465-ucwuptgg 433 21 limits limit NNS cord-317465-ucwuptgg 433 22 on on IN cord-317465-ucwuptgg 433 23 the the DT cord-317465-ucwuptgg 433 24 inflows inflow NNS cord-317465-ucwuptgg 433 25 into into IN cord-317465-ucwuptgg 433 26 the the DT cord-317465-ucwuptgg 433 27 city city NN cord-317465-ucwuptgg 433 28 , , , cord-317465-ucwuptgg 433 29 outflows outflow VBZ cord-317465-ucwuptgg 433 30 out out IN cord-317465-ucwuptgg 433 31 of of IN cord-317465-ucwuptgg 433 32 the the DT cord-317465-ucwuptgg 433 33 city city NN cord-317465-ucwuptgg 433 34 , , , cord-317465-ucwuptgg 433 35 as as RB cord-317465-ucwuptgg 433 36 well well RB cord-317465-ucwuptgg 433 37 as as IN cord-317465-ucwuptgg 433 38 within within IN cord-317465-ucwuptgg 433 39 - - HYPH cord-317465-ucwuptgg 433 40 city city NN cord-317465-ucwuptgg 433 41 population population NN cord-317465-ucwuptgg 433 42 movements movement NNS cord-317465-ucwuptgg 433 43 . . . cord-317465-ucwuptgg 434 1 We -PRON- PRP cord-317465-ucwuptgg 434 2 interpret interpret VBP cord-317465-ucwuptgg 434 3 the the DT cord-317465-ucwuptgg 434 4 human human JJ cord-317465-ucwuptgg 434 5 mobility mobility NN cord-317465-ucwuptgg 434 6 restrictions restriction NNS cord-317465-ucwuptgg 434 7 in in IN cord-317465-ucwuptgg 434 8 the the DT cord-317465-ucwuptgg 434 9 destination destination NN cord-317465-ucwuptgg 434 10 cities city NNS cord-317465-ucwuptgg 434 11 as as IN cord-317465-ucwuptgg 434 12 an an DT cord-317465-ucwuptgg 434 13 enhanced enhanced JJ cord-317465-ucwuptgg 434 14 social social JJ cord-317465-ucwuptgg 434 15 distancing distancing NN cord-317465-ucwuptgg 434 16 policy policy NN cord-317465-ucwuptgg 434 17 , , , cord-317465-ucwuptgg 434 18 because because IN cord-317465-ucwuptgg 434 19 the the DT cord-317465-ucwuptgg 434 20 " " `` cord-317465-ucwuptgg 434 21 lockdown lockdown NN cord-317465-ucwuptgg 434 22 " " '' cord-317465-ucwuptgg 434 23 rules rule NNS cord-317465-ucwuptgg 434 24 in in IN cord-317465-ucwuptgg 434 25 the the DT cord-317465-ucwuptgg 434 26 destination destination NN cord-317465-ucwuptgg 434 27 cities city NNS cord-317465-ucwuptgg 434 28 are be VBP cord-317465-ucwuptgg 434 29 not not RB cord-317465-ucwuptgg 434 30 as as RB cord-317465-ucwuptgg 434 31 strict strict JJ cord-317465-ucwuptgg 434 32 as as IN cord-317465-ucwuptgg 434 33 those those DT cord-317465-ucwuptgg 434 34 implemented implement VBN cord-317465-ucwuptgg 434 35 in in IN cord-317465-ucwuptgg 434 36 Wuhan Wuhan NNP cord-317465-ucwuptgg 434 37 . . . cord-317465-ucwuptgg 435 1 In in IN cord-317465-ucwuptgg 435 2 this this DT cord-317465-ucwuptgg 435 3 section section NN cord-317465-ucwuptgg 435 4 , , , cord-317465-ucwuptgg 435 5 we -PRON- PRP cord-317465-ucwuptgg 435 6 use use VBP cord-317465-ucwuptgg 435 7 the the DT cord-317465-ucwuptgg 435 8 variations variation NNS cord-317465-ucwuptgg 435 9 in in IN cord-317465-ucwuptgg 435 10 the the DT cord-317465-ucwuptgg 435 11 destination destination NN cord-317465-ucwuptgg 435 12 cities city NNS cord-317465-ucwuptgg 435 13 ' ' POS cord-317465-ucwuptgg 435 14 " " `` cord-317465-ucwuptgg 435 15 lockdown lockdown NN cord-317465-ucwuptgg 435 16 " " '' cord-317465-ucwuptgg 435 17 policies policy NNS cord-317465-ucwuptgg 435 18 to to TO cord-317465-ucwuptgg 435 19 study study VB cord-317465-ucwuptgg 435 20 how how WRB cord-317465-ucwuptgg 435 21 the the DT cord-317465-ucwuptgg 435 22 effects effect NNS cord-317465-ucwuptgg 435 23 of of IN cord-317465-ucwuptgg 435 24 inflows inflow NNS cord-317465-ucwuptgg 435 25 from from IN cord-317465-ucwuptgg 435 26 Wuhan Wuhan NNP cord-317465-ucwuptgg 435 27 and and CC cord-317465-ucwuptgg 435 28 other other JJ cord-317465-ucwuptgg 435 29 cities city NNS cord-317465-ucwuptgg 435 30 in in IN cord-317465-ucwuptgg 435 31 Hubei Hubei NNP cord-317465-ucwuptgg 435 32 province province NN cord-317465-ucwuptgg 435 33 on on IN cord-317465-ucwuptgg 435 34 the the DT cord-317465-ucwuptgg 435 35 spread spread NN cord-317465-ucwuptgg 435 36 of of IN cord-317465-ucwuptgg 435 37 COVID-19 covid-19 JJ cord-317465-ucwuptgg 435 38 cases case NNS cord-317465-ucwuptgg 435 39 in in IN cord-317465-ucwuptgg 435 40 the the DT cord-317465-ucwuptgg 435 41 destination destination NN cord-317465-ucwuptgg 435 42 cities city NNS cord-317465-ucwuptgg 435 43 are be VBP cord-317465-ucwuptgg 435 44 impacted impact VBN cord-317465-ucwuptgg 435 45 by by IN cord-317465-ucwuptgg 435 46 the the DT cord-317465-ucwuptgg 435 47 changes change NNS cord-317465-ucwuptgg 435 48 in in IN cord-317465-ucwuptgg 435 49 the the DT cord-317465-ucwuptgg 435 50 destination destination NN cord-317465-ucwuptgg 435 51 cities city NNS cord-317465-ucwuptgg 435 52 ' ' POS cord-317465-ucwuptgg 435 53 lockdown lockdown NN cord-317465-ucwuptgg 435 54 policies policy NNS cord-317465-ucwuptgg 435 55 , , , cord-317465-ucwuptgg 435 56 which which WDT cord-317465-ucwuptgg 435 57 would would MD cord-317465-ucwuptgg 435 58 drastically drastically RB cord-317465-ucwuptgg 435 59 impact impact VB cord-317465-ucwuptgg 435 60 the the DT cord-317465-ucwuptgg 435 61 within within IN cord-317465-ucwuptgg 435 62 - - HYPH cord-317465-ucwuptgg 435 63 city city NN cord-317465-ucwuptgg 435 64 population population NN cord-317465-ucwuptgg 435 65 movements movement NNS cord-317465-ucwuptgg 435 66 in in IN cord-317465-ucwuptgg 435 67 the the DT cord-317465-ucwuptgg 435 68 destination destination NN cord-317465-ucwuptgg 435 69 cities city NNS cord-317465-ucwuptgg 435 70 . . . cord-317465-ucwuptgg 436 1 20 20 CD cord-317465-ucwuptgg 436 2 Specifically specifically RB cord-317465-ucwuptgg 436 3 , , , cord-317465-ucwuptgg 436 4 we -PRON- PRP cord-317465-ucwuptgg 436 5 estimate estimate VBP cord-317465-ucwuptgg 436 6 the the DT cord-317465-ucwuptgg 436 7 following follow VBG cord-317465-ucwuptgg 436 8 specification specification NN cord-317465-ucwuptgg 436 9 that that WDT cord-317465-ucwuptgg 436 10 is be VBZ cord-317465-ucwuptgg 436 11 a a DT cord-317465-ucwuptgg 436 12 modified modify VBN cord-317465-ucwuptgg 436 13 version version NN cord-317465-ucwuptgg 436 14 of of IN cord-317465-ucwuptgg 436 15 the the DT cord-317465-ucwuptgg 436 16 regression regression NN cord-317465-ucwuptgg 436 17 specification specification NN cord-317465-ucwuptgg 436 18 described describe VBN cord-317465-ucwuptgg 436 19 by by IN cord-317465-ucwuptgg 436 20 Equation equation NN cord-317465-ucwuptgg 436 21 ( ( -LRB- cord-317465-ucwuptgg 436 22 3 3 CD cord-317465-ucwuptgg 436 23 ) ) -RRB- cord-317465-ucwuptgg 436 24 : : : cord-317465-ucwuptgg 436 25 where where WRB cord-317465-ucwuptgg 436 26 the the DT cord-317465-ucwuptgg 436 27 new new JJ cord-317465-ucwuptgg 436 28 variable variable JJ cord-317465-ucwuptgg 436 29 Lockdown Lockdown NNP cord-317465-ucwuptgg 436 30 i i PRP cord-317465-ucwuptgg 436 31 , , , cord-317465-ucwuptgg 436 32 t t NNP cord-317465-ucwuptgg 436 33 is be VBZ cord-317465-ucwuptgg 436 34 a a DT cord-317465-ucwuptgg 436 35 dummy dummy NN cord-317465-ucwuptgg 436 36 that that WDT cord-317465-ucwuptgg 436 37 takes take VBZ cord-317465-ucwuptgg 436 38 value value NN cord-317465-ucwuptgg 436 39 1 1 CD cord-317465-ucwuptgg 436 40 if if IN cord-317465-ucwuptgg 436 41 time time NN cord-317465-ucwuptgg 436 42 t t NN cord-317465-ucwuptgg 436 43 is be VBZ cord-317465-ucwuptgg 436 44 a a DT cord-317465-ucwuptgg 436 45 date date NN cord-317465-ucwuptgg 436 46 after after IN cord-317465-ucwuptgg 436 47 destination destination NN cord-317465-ucwuptgg 436 48 city city NN cord-317465-ucwuptgg 436 49 i i PRP cord-317465-ucwuptgg 436 50 's be VBZ cord-317465-ucwuptgg 436 51 " " `` cord-317465-ucwuptgg 436 52 lockdown lockdown NN cord-317465-ucwuptgg 436 53 " " '' cord-317465-ucwuptgg 436 54 date date NN cord-317465-ucwuptgg 436 55 , , , cord-317465-ucwuptgg 436 56 if if IN cord-317465-ucwuptgg 436 57 at at RB cord-317465-ucwuptgg 436 58 all all RB cord-317465-ucwuptgg 436 59 ; ; : cord-317465-ucwuptgg 436 60 and and CC cord-317465-ucwuptgg 436 61 0 0 CD cord-317465-ucwuptgg 437 1 otherwise otherwise RB cord-317465-ucwuptgg 437 2 , , , cord-317465-ucwuptgg 437 3 where where WRB cord-317465-ucwuptgg 437 4 the the DT cord-317465-ucwuptgg 437 5 lockdown lockdown NN cord-317465-ucwuptgg 437 6 dates date NNS cord-317465-ucwuptgg 437 7 of of IN cord-317465-ucwuptgg 437 8 the the DT cord-317465-ucwuptgg 437 9 63 63 CD cord-317465-ucwuptgg 437 10 cities city NNS cord-317465-ucwuptgg 437 11 outside outside IN cord-317465-ucwuptgg 437 12 Hubei Hubei NNP cord-317465-ucwuptgg 437 13 are be VBP cord-317465-ucwuptgg 437 14 listed list VBN cord-317465-ucwuptgg 437 15 in in IN cord-317465-ucwuptgg 437 16 Table Table NNP cord-317465-ucwuptgg 437 17 A1 A1 NNP cord-317465-ucwuptgg 437 18 . . . cord-317465-ucwuptgg 438 1 If if IN cord-317465-ucwuptgg 438 2 city city NN cord-317465-ucwuptgg 438 3 i i PRP cord-317465-ucwuptgg 438 4 never never RB cord-317465-ucwuptgg 438 5 implemented implement VBD cord-317465-ucwuptgg 438 6 any any DT cord-317465-ucwuptgg 438 7 formal formal JJ cord-317465-ucwuptgg 438 8 lockdown lockdown NN cord-317465-ucwuptgg 438 9 policy policy NN cord-317465-ucwuptgg 438 10 , , , cord-317465-ucwuptgg 438 11 the the DT cord-317465-ucwuptgg 438 12 dummy dummy NN cord-317465-ucwuptgg 438 13 is be VBZ cord-317465-ucwuptgg 438 14 always always RB cord-317465-ucwuptgg 438 15 0 0 CD cord-317465-ucwuptgg 438 16 . . . cord-317465-ucwuptgg 439 1 Therefore therefore RB cord-317465-ucwuptgg 439 2 , , , cord-317465-ucwuptgg 439 3 the the DT cord-317465-ucwuptgg 439 4 coefficients coefficient NNS cord-317465-ucwuptgg 439 5 , , , cord-317465-ucwuptgg 439 6 β β NN cord-317465-ucwuptgg 439 7 1κ 1κ CD cord-317465-ucwuptgg 439 8 and and CC cord-317465-ucwuptgg 439 9 β β NN cord-317465-ucwuptgg 439 10 2κ 2κ CD cord-317465-ucwuptgg 439 11 , , , cord-317465-ucwuptgg 439 12 respectively respectively RB cord-317465-ucwuptgg 439 13 , , , cord-317465-ucwuptgg 439 14 measure measure VB cord-317465-ucwuptgg 439 15 the the DT cord-317465-ucwuptgg 439 16 impact impact NN cord-317465-ucwuptgg 439 17 of of IN cord-317465-ucwuptgg 439 18 the the DT cord-317465-ucwuptgg 439 19 lagged lag VBN cord-317465-ucwuptgg 439 20 inflows inflow NNS cord-317465-ucwuptgg 439 21 from from IN cord-317465-ucwuptgg 439 22 Wuhan Wuhan NNP cord-317465-ucwuptgg 439 23 and and CC cord-317465-ucwuptgg 439 24 Hubei Hubei NNP cord-317465-ucwuptgg 439 25 κ κ NNP cord-317465-ucwuptgg 439 26 days day NNS cord-317465-ucwuptgg 439 27 earlier early RBR cord-317465-ucwuptgg 439 28 on on IN cord-317465-ucwuptgg 439 29 the the DT cord-317465-ucwuptgg 439 30 destination destination NN cord-317465-ucwuptgg 439 31 cities city NNS cord-317465-ucwuptgg 439 32 ' ' POS cord-317465-ucwuptgg 439 33 current current JJ cord-317465-ucwuptgg 439 34 new new JJ cord-317465-ucwuptgg 439 35 cases case NNS cord-317465-ucwuptgg 439 36 before before IN cord-317465-ucwuptgg 439 37 the the DT cord-317465-ucwuptgg 439 38 city city NN cord-317465-ucwuptgg 439 39 's 's POS cord-317465-ucwuptgg 439 40 imposition imposition NN cord-317465-ucwuptgg 439 41 of of IN cord-317465-ucwuptgg 439 42 its -PRON- PRP$ cord-317465-ucwuptgg 439 43 " " `` cord-317465-ucwuptgg 439 44 lockdown lockdown NN cord-317465-ucwuptgg 439 45 , , , cord-317465-ucwuptgg 439 46 " " '' cord-317465-ucwuptgg 439 47 while while IN cord-317465-ucwuptgg 439 48 γ γ NNP cord-317465-ucwuptgg 439 49 1κ 1κ CD cord-317465-ucwuptgg 439 50 and and CC cord-317465-ucwuptgg 439 51 γ γ NN cord-317465-ucwuptgg 439 52 2κ 2κ CD cord-317465-ucwuptgg 439 53 represent represent VBP cord-317465-ucwuptgg 439 54 the the DT cord-317465-ucwuptgg 439 55 effect effect NN cord-317465-ucwuptgg 439 56 on on IN cord-317465-ucwuptgg 439 57 destination destination NN cord-317465-ucwuptgg 439 58 cities city NNS cord-317465-ucwuptgg 439 59 ' ' POS cord-317465-ucwuptgg 439 60 of of IN cord-317465-ucwuptgg 439 61 Wuhan Wuhan NNP cord-317465-ucwuptgg 439 62 and and CC cord-317465-ucwuptgg 439 63 Hubei Hubei NNP cord-317465-ucwuptgg 439 64 inflows inflow NNS cord-317465-ucwuptgg 439 65 after after IN cord-317465-ucwuptgg 439 66 the the DT cord-317465-ucwuptgg 439 67 imposition imposition NN cord-317465-ucwuptgg 439 68 of of IN cord-317465-ucwuptgg 439 69 the the DT cord-317465-ucwuptgg 439 70 city city NN cord-317465-ucwuptgg 439 71 's 's POS cord-317465-ucwuptgg 439 72 lockdown lockdown NN cord-317465-ucwuptgg 439 73 . . . cord-317465-ucwuptgg 440 1 If if IN cord-317465-ucwuptgg 440 2 enhanced enhance VBN cord-317465-ucwuptgg 440 3 social social JJ cord-317465-ucwuptgg 440 4 distancing distancing NN cord-317465-ucwuptgg 440 5 that that WDT cord-317465-ucwuptgg 440 6 comes come VBZ cord-317465-ucwuptgg 440 7 from from IN cord-317465-ucwuptgg 440 8 the the DT cord-317465-ucwuptgg 440 9 " " `` cord-317465-ucwuptgg 440 10 lockdown lockdown NN cord-317465-ucwuptgg 440 11 policies policy NNS cord-317465-ucwuptgg 440 12 " " '' cord-317465-ucwuptgg 440 13 imposed impose VBN cord-317465-ucwuptgg 440 14 at at IN cord-317465-ucwuptgg 440 15 the the DT cord-317465-ucwuptgg 440 16 63 63 CD cord-317465-ucwuptgg 440 17 Chinese chinese JJ cord-317465-ucwuptgg 440 18 cities city NNS cord-317465-ucwuptgg 440 19 outside outside IN cord-317465-ucwuptgg 440 20 Hubei Hubei NNP cord-317465-ucwuptgg 440 21 is be VBZ cord-317465-ucwuptgg 440 22 effective effective JJ cord-317465-ucwuptgg 440 23 in in IN cord-317465-ucwuptgg 440 24 reducing reduce VBG cord-317465-ucwuptgg 440 25 the the DT cord-317465-ucwuptgg 440 26 spread spread NN cord-317465-ucwuptgg 440 27 of of IN cord-317465-ucwuptgg 440 28 the the DT cord-317465-ucwuptgg 440 29 virus virus NN cord-317465-ucwuptgg 440 30 from from IN cord-317465-ucwuptgg 440 31 population population NN cord-317465-ucwuptgg 440 32 flows flow VBZ cord-317465-ucwuptgg 440 33 from from IN cord-317465-ucwuptgg 440 34 the the DT cord-317465-ucwuptgg 440 35 epicenter epicenter NN cord-317465-ucwuptgg 440 36 of of IN cord-317465-ucwuptgg 440 37 the the DT cord-317465-ucwuptgg 440 38 virus virus NN cord-317465-ucwuptgg 440 39 , , , cord-317465-ucwuptgg 440 40 then then RB cord-317465-ucwuptgg 440 41 we -PRON- PRP cord-317465-ucwuptgg 440 42 expect expect VBP cord-317465-ucwuptgg 440 43 that that IN cord-317465-ucwuptgg 440 44 γ γ NNP cord-317465-ucwuptgg 440 45 1κ 1κ CD cord-317465-ucwuptgg 440 46 and and CC cord-317465-ucwuptgg 440 47 γ γ NN cord-317465-ucwuptgg 440 48 2κ 2κ CD cord-317465-ucwuptgg 440 49 to to TO cord-317465-ucwuptgg 440 50 be be VB cord-317465-ucwuptgg 440 51 smaller small JJR cord-317465-ucwuptgg 440 52 than than IN cord-317465-ucwuptgg 440 53 β β NNP cord-317465-ucwuptgg 440 54 1κ 1κ CD cord-317465-ucwuptgg 440 55 and and CC cord-317465-ucwuptgg 440 56 β β NN cord-317465-ucwuptgg 440 57 2κ 2κ CD cord-317465-ucwuptgg 440 58 , , , cord-317465-ucwuptgg 440 59 respectively respectively RB cord-317465-ucwuptgg 440 60 . . . cord-317465-ucwuptgg 441 1 20 20 CD cord-317465-ucwuptgg 441 2 See see VB cord-317465-ucwuptgg 441 3 Panel Panel NNP cord-317465-ucwuptgg 441 4 C C NNP cord-317465-ucwuptgg 441 5 of of IN cord-317465-ucwuptgg 441 6 Table Table NNP cord-317465-ucwuptgg 441 7 2 2 CD cord-317465-ucwuptgg 441 8 for for IN cord-317465-ucwuptgg 441 9 the the DT cord-317465-ucwuptgg 441 10 evidence evidence NN cord-317465-ucwuptgg 441 11 from from IN cord-317465-ucwuptgg 441 12 Wuhan Wuhan NNP cord-317465-ucwuptgg 441 13 lockdown lockdown NN cord-317465-ucwuptgg 441 14 on on IN cord-317465-ucwuptgg 441 15 within within IN cord-317465-ucwuptgg 441 16 - - HYPH cord-317465-ucwuptgg 441 17 Wuhan Wuhan NNP cord-317465-ucwuptgg 441 18 population population NN cord-317465-ucwuptgg 441 19 movement movement NN cord-317465-ucwuptgg 441 20 . . . cord-317465-ucwuptgg 441 21 . . . cord-317465-ucwuptgg 442 1 CC CC NNP cord-317465-ucwuptgg 442 2 - - HYPH cord-317465-ucwuptgg 442 3 BY BY NNP cord-317465-ucwuptgg 442 4 - - HYPH cord-317465-ucwuptgg 442 5 NC NC NNP cord-317465-ucwuptgg 442 6 - - HYPH cord-317465-ucwuptgg 442 7 ND ND NNP cord-317465-ucwuptgg 442 8 4.0 4.0 CD cord-317465-ucwuptgg 442 9 International international JJ cord-317465-ucwuptgg 442 10 license license NN cord-317465-ucwuptgg 443 1 It -PRON- PRP cord-317465-ucwuptgg 443 2 is be VBZ cord-317465-ucwuptgg 443 3 made make VBN cord-317465-ucwuptgg 443 4 available available JJ cord-317465-ucwuptgg 443 5 under under IN cord-317465-ucwuptgg 443 6 a a DT cord-317465-ucwuptgg 443 7 author author NN cord-317465-ucwuptgg 443 8 / / SYM cord-317465-ucwuptgg 443 9 funder funder NN cord-317465-ucwuptgg 443 10 , , , cord-317465-ucwuptgg 443 11 who who WP cord-317465-ucwuptgg 443 12 has have VBZ cord-317465-ucwuptgg 443 13 granted grant VBN cord-317465-ucwuptgg 443 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 443 15 a a DT cord-317465-ucwuptgg 443 16 license license NN cord-317465-ucwuptgg 443 17 to to TO cord-317465-ucwuptgg 443 18 display display VB cord-317465-ucwuptgg 443 19 the the DT cord-317465-ucwuptgg 443 20 preprint preprint NN cord-317465-ucwuptgg 443 21 in in IN cord-317465-ucwuptgg 443 22 perpetuity perpetuity NN cord-317465-ucwuptgg 443 23 . . . cord-317465-ucwuptgg 444 1 is be VBZ cord-317465-ucwuptgg 444 2 the the DT cord-317465-ucwuptgg 444 3 ( ( -LRB- cord-317465-ucwuptgg 444 4 which which WDT cord-317465-ucwuptgg 444 5 was be VBD cord-317465-ucwuptgg 444 6 not not RB cord-317465-ucwuptgg 444 7 peer peer NN cord-317465-ucwuptgg 444 8 - - HYPH cord-317465-ucwuptgg 444 9 reviewed review VBN cord-317465-ucwuptgg 444 10 ) ) -RRB- cord-317465-ucwuptgg 445 1 The the DT cord-317465-ucwuptgg 445 2 copyright copyright NN cord-317465-ucwuptgg 445 3 holder holder NN cord-317465-ucwuptgg 445 4 for for IN cord-317465-ucwuptgg 445 5 this this DT cord-317465-ucwuptgg 445 6 preprint preprint NN cord-317465-ucwuptgg 445 7 . . . cord-317465-ucwuptgg 446 1 In in IN cord-317465-ucwuptgg 446 2 Figures figure NNS cord-317465-ucwuptgg 446 3 7 7 CD cord-317465-ucwuptgg 446 4 ( ( -LRB- cord-317465-ucwuptgg 446 5 respectively respectively RB cord-317465-ucwuptgg 446 6 , , , cord-317465-ucwuptgg 446 7 Figure Figure NNP cord-317465-ucwuptgg 446 8 8 8 CD cord-317465-ucwuptgg 446 9 ) ) -RRB- cord-317465-ucwuptgg 446 10 , , , cord-317465-ucwuptgg 446 11 we -PRON- PRP cord-317465-ucwuptgg 446 12 plot plot VBP cord-317465-ucwuptgg 446 13 the the DT cord-317465-ucwuptgg 446 14 estimated estimate VBN cord-317465-ucwuptgg 446 15 coefficients coefficient NNS cord-317465-ucwuptgg 446 16 , , , cord-317465-ucwuptgg 446 17 β β NN cord-317465-ucwuptgg 446 18 1κ 1κ CD cord-317465-ucwuptgg 446 19 and and CC cord-317465-ucwuptgg 446 20 γ γ NN cord-317465-ucwuptgg 446 21 1κ 1κ CD cord-317465-ucwuptgg 446 22 ( ( -LRB- cord-317465-ucwuptgg 446 23 respectively respectively RB cord-317465-ucwuptgg 446 24 , , , cord-317465-ucwuptgg 446 25 β β NN cord-317465-ucwuptgg 446 26 2κ 2κ CD cord-317465-ucwuptgg 446 27 and and CC cord-317465-ucwuptgg 446 28 γ γ NN cord-317465-ucwuptgg 446 29 2κ 2κ CD cord-317465-ucwuptgg 446 30 ) ) -RRB- cord-317465-ucwuptgg 446 31 in in IN cord-317465-ucwuptgg 446 32 Panel Panel NNP cord-317465-ucwuptgg 446 33 ( ( -LRB- cord-317465-ucwuptgg 446 34 a a NN cord-317465-ucwuptgg 446 35 ) ) -RRB- cord-317465-ucwuptgg 446 36 , , , cord-317465-ucwuptgg 446 37 and and CC cord-317465-ucwuptgg 446 38 their -PRON- PRP$ cord-317465-ucwuptgg 446 39 differences difference NNS cord-317465-ucwuptgg 446 40 in in IN cord-317465-ucwuptgg 446 41 Panel Panel NNP cord-317465-ucwuptgg 446 42 ( ( -LRB- cord-317465-ucwuptgg 446 43 b b NN cord-317465-ucwuptgg 446 44 ) ) -RRB- cord-317465-ucwuptgg 446 45 for for IN cord-317465-ucwuptgg 446 46 the the DT cord-317465-ucwuptgg 446 47 lagged lag VBN cord-317465-ucwuptgg 446 48 effects effect NNS cord-317465-ucwuptgg 446 49 of of IN cord-317465-ucwuptgg 446 50 inflows inflow NNS cord-317465-ucwuptgg 446 51 from from IN cord-317465-ucwuptgg 446 52 Wuhan Wuhan NNP cord-317465-ucwuptgg 446 53 ( ( -LRB- cord-317465-ucwuptgg 446 54 respectively respectively RB cord-317465-ucwuptgg 446 55 , , , cord-317465-ucwuptgg 446 56 16 16 CD cord-317465-ucwuptgg 446 57 non non JJ cord-317465-ucwuptgg 446 58 - - JJ cord-317465-ucwuptgg 446 59 Wuhan wuhan JJ cord-317465-ucwuptgg 446 60 cities city NNS cord-317465-ucwuptgg 446 61 in in IN cord-317465-ucwuptgg 446 62 Hubei Hubei NNP cord-317465-ucwuptgg 446 63 ) ) -RRB- cord-317465-ucwuptgg 446 64 on on IN cord-317465-ucwuptgg 446 65 the the DT cord-317465-ucwuptgg 446 66 daily daily JJ cord-317465-ucwuptgg 446 67 new new JJ cord-317465-ucwuptgg 446 68 cases case NNS cord-317465-ucwuptgg 446 69 in in IN cord-317465-ucwuptgg 446 70 destination destination NN cord-317465-ucwuptgg 446 71 cities city NNS cord-317465-ucwuptgg 446 72 outside outside IN cord-317465-ucwuptgg 446 73 Hubei Hubei NNP cord-317465-ucwuptgg 446 74 province province NN cord-317465-ucwuptgg 446 75 . . . cord-317465-ucwuptgg 447 1 We -PRON- PRP cord-317465-ucwuptgg 447 2 find find VBP cord-317465-ucwuptgg 447 3 that that IN cord-317465-ucwuptgg 447 4 the the DT cord-317465-ucwuptgg 447 5 estimated estimate VBN cord-317465-ucwuptgg 447 6 lagged lag VBN cord-317465-ucwuptgg 447 7 effects effect NNS cord-317465-ucwuptgg 447 8 of of IN cord-317465-ucwuptgg 447 9 inflows inflow NNS cord-317465-ucwuptgg 447 10 from from IN cord-317465-ucwuptgg 447 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 447 12 and and CC cord-317465-ucwuptgg 447 13 other other JJ cord-317465-ucwuptgg 447 14 cities city NNS cord-317465-ucwuptgg 447 15 in in IN cord-317465-ucwuptgg 447 16 Hubei Hubei NNP cord-317465-ucwuptgg 447 17 before before IN cord-317465-ucwuptgg 447 18 the the DT cord-317465-ucwuptgg 447 19 destination destination NN cord-317465-ucwuptgg 447 20 city city NN cord-317465-ucwuptgg 447 21 's 's POS cord-317465-ucwuptgg 447 22 lockdown lockdown NN cord-317465-ucwuptgg 447 23 , , , cord-317465-ucwuptgg 447 24 if if IN cord-317465-ucwuptgg 447 25 any any DT cord-317465-ucwuptgg 447 26 , , , cord-317465-ucwuptgg 447 27 show show VBP cord-317465-ucwuptgg 447 28 little little JJ cord-317465-ucwuptgg 447 29 change change NN cord-317465-ucwuptgg 447 30 compared compare VBN cord-317465-ucwuptgg 447 31 to to IN cord-317465-ucwuptgg 447 32 the the DT cord-317465-ucwuptgg 447 33 coefficients coefficient NNS cord-317465-ucwuptgg 447 34 in in IN cord-317465-ucwuptgg 447 35 Figure figure NN cord-317465-ucwuptgg 447 36 4 4 CD cord-317465-ucwuptgg 447 37 however however RB cord-317465-ucwuptgg 447 38 , , , cord-317465-ucwuptgg 447 39 the the DT cord-317465-ucwuptgg 447 40 coefficient coefficient NN cord-317465-ucwuptgg 447 41 estimates estimate NNS cord-317465-ucwuptgg 447 42 of of IN cord-317465-ucwuptgg 447 43 lagged lag VBN cord-317465-ucwuptgg 447 44 inflows inflow NNS cord-317465-ucwuptgg 447 45 after after IN cord-317465-ucwuptgg 447 46 the the DT cord-317465-ucwuptgg 447 47 destination destination NN cord-317465-ucwuptgg 447 48 city city NN cord-317465-ucwuptgg 447 49 's 's POS cord-317465-ucwuptgg 447 50 lockdown lockdown NN cord-317465-ucwuptgg 447 51 policies policy NNS cord-317465-ucwuptgg 447 52 appear appear VBP cord-317465-ucwuptgg 447 53 to to TO cord-317465-ucwuptgg 447 54 be be VB cord-317465-ucwuptgg 447 55 insignificant insignificant JJ cord-317465-ucwuptgg 447 56 and and CC cord-317465-ucwuptgg 447 57 indifferent indifferent JJ cord-317465-ucwuptgg 447 58 from from IN cord-317465-ucwuptgg 447 59 zero zero CD cord-317465-ucwuptgg 447 60 on on IN cord-317465-ucwuptgg 447 61 almost almost RB cord-317465-ucwuptgg 447 62 all all DT cord-317465-ucwuptgg 447 63 lags lag VBZ cord-317465-ucwuptgg 447 64 . . . cord-317465-ucwuptgg 448 1 In in IN cord-317465-ucwuptgg 448 2 Panel Panel NNP cord-317465-ucwuptgg 448 3 ( ( -LRB- cord-317465-ucwuptgg 448 4 b b NN cord-317465-ucwuptgg 448 5 ) ) -RRB- cord-317465-ucwuptgg 448 6 of of IN cord-317465-ucwuptgg 448 7 Figures figure NNS cord-317465-ucwuptgg 448 8 7 7 CD cord-317465-ucwuptgg 448 9 - - SYM cord-317465-ucwuptgg 448 10 8 8 CD cord-317465-ucwuptgg 448 11 , , , cord-317465-ucwuptgg 448 12 we -PRON- PRP cord-317465-ucwuptgg 448 13 plot plot VBP cord-317465-ucwuptgg 448 14 the the DT cord-317465-ucwuptgg 448 15 differences difference NNS cord-317465-ucwuptgg 448 16 between between IN cord-317465-ucwuptgg 448 17 the the DT cord-317465-ucwuptgg 448 18 estimated estimate VBN cord-317465-ucwuptgg 448 19 effects effect NNS cord-317465-ucwuptgg 448 20 pre pre VBP cord-317465-ucwuptgg 448 21 and and CC cord-317465-ucwuptgg 448 22 post post VB cord-317465-ucwuptgg 448 23 the the DT cord-317465-ucwuptgg 448 24 destination destination NN cord-317465-ucwuptgg 448 25 cities city NNS cord-317465-ucwuptgg 448 26 ' ' POS cord-317465-ucwuptgg 448 27 lockdown lockdown NN cord-317465-ucwuptgg 448 28 policies policy NNS cord-317465-ucwuptgg 448 29 . . . cord-317465-ucwuptgg 449 1 We -PRON- PRP cord-317465-ucwuptgg 449 2 find find VBP cord-317465-ucwuptgg 449 3 that that IN cord-317465-ucwuptgg 449 4 the the DT cord-317465-ucwuptgg 449 5 differences difference NNS cord-317465-ucwuptgg 449 6 between between IN cord-317465-ucwuptgg 449 7 the the DT cord-317465-ucwuptgg 449 8 estimated estimate VBN cord-317465-ucwuptgg 449 9 coefficients coefficient NNS cord-317465-ucwuptgg 449 10 pre pre VBP cord-317465-ucwuptgg 449 11 and and CC cord-317465-ucwuptgg 449 12 post post JJ cord-317465-ucwuptgg 449 13 destination destination NN cord-317465-ucwuptgg 449 14 city city NN cord-317465-ucwuptgg 449 15 lockdowns lockdown NNS cord-317465-ucwuptgg 449 16 are be VBP cord-317465-ucwuptgg 449 17 positive positive JJ cord-317465-ucwuptgg 449 18 and and CC cord-317465-ucwuptgg 449 19 statistically statistically RB cord-317465-ucwuptgg 449 20 significantly significantly RB cord-317465-ucwuptgg 449 21 at at IN cord-317465-ucwuptgg 449 22 at at IN cord-317465-ucwuptgg 449 23 - - HYPH cord-317465-ucwuptgg 449 24 least least RBS cord-317465-ucwuptgg 449 25 10 10 CD cord-317465-ucwuptgg 449 26 % % NN cord-317465-ucwuptgg 449 27 level level NN cord-317465-ucwuptgg 449 28 for for IN cord-317465-ucwuptgg 449 29 7 7 CD cord-317465-ucwuptgg 449 30 ( ( -LRB- cord-317465-ucwuptgg 449 31 respectively respectively RB cord-317465-ucwuptgg 449 32 , , , cord-317465-ucwuptgg 449 33 5 5 CD cord-317465-ucwuptgg 449 34 ) ) -RRB- cord-317465-ucwuptgg 449 35 of of IN cord-317465-ucwuptgg 449 36 the the DT cord-317465-ucwuptgg 449 37 first first JJ cord-317465-ucwuptgg 449 38 ten ten CD cord-317465-ucwuptgg 449 39 lagged lag VBN cord-317465-ucwuptgg 449 40 population population NN cord-317465-ucwuptgg 449 41 inflows inflow NNS cord-317465-ucwuptgg 449 42 from from IN cord-317465-ucwuptgg 449 43 Wuhan Wuhan NNP cord-317465-ucwuptgg 449 44 ( ( -LRB- cord-317465-ucwuptgg 449 45 respectively respectively RB cord-317465-ucwuptgg 449 46 , , , cord-317465-ucwuptgg 449 47 16 16 CD cord-317465-ucwuptgg 449 48 other other JJ cord-317465-ucwuptgg 449 49 cities city NNS cord-317465-ucwuptgg 449 50 of of IN cord-317465-ucwuptgg 449 51 Hubei Hubei NNP cord-317465-ucwuptgg 449 52 ) ) -RRB- cord-317465-ucwuptgg 449 53 , , , cord-317465-ucwuptgg 449 54 and and CC cord-317465-ucwuptgg 449 55 the the DT cord-317465-ucwuptgg 449 56 other other JJ cord-317465-ucwuptgg 449 57 differences difference NNS cord-317465-ucwuptgg 449 58 in in IN cord-317465-ucwuptgg 449 59 lagged lagged JJ cord-317465-ucwuptgg 449 60 estimates estimate NNS cord-317465-ucwuptgg 449 61 are be VBP cord-317465-ucwuptgg 449 62 statistically statistically RB cord-317465-ucwuptgg 449 63 insignificant insignificant JJ cord-317465-ucwuptgg 449 64 . . . cord-317465-ucwuptgg 450 1 These these DT cord-317465-ucwuptgg 450 2 results result NNS cord-317465-ucwuptgg 450 3 suggest suggest VBP cord-317465-ucwuptgg 450 4 that that IN cord-317465-ucwuptgg 450 5 the the DT cord-317465-ucwuptgg 450 6 enhanced enhance VBN cord-317465-ucwuptgg 450 7 social social JJ cord-317465-ucwuptgg 450 8 distancing distance VBG cord-317465-ucwuptgg 450 9 policies policy NNS cord-317465-ucwuptgg 450 10 in in IN cord-317465-ucwuptgg 450 11 the the DT cord-317465-ucwuptgg 450 12 destination destination NN cord-317465-ucwuptgg 450 13 cities city NNS cord-317465-ucwuptgg 450 14 are be VBP cord-317465-ucwuptgg 450 15 effective effective JJ cord-317465-ucwuptgg 450 16 in in IN cord-317465-ucwuptgg 450 17 reducing reduce VBG cord-317465-ucwuptgg 450 18 the the DT cord-317465-ucwuptgg 450 19 impact impact NN cord-317465-ucwuptgg 450 20 of of IN cord-317465-ucwuptgg 450 21 population population NN cord-317465-ucwuptgg 450 22 inflows inflow NNS cord-317465-ucwuptgg 450 23 from from IN cord-317465-ucwuptgg 450 24 the the DT cord-317465-ucwuptgg 450 25 source source NN cord-317465-ucwuptgg 450 26 cities city NNS cord-317465-ucwuptgg 450 27 of of IN cord-317465-ucwuptgg 450 28 Wuhan Wuhan NNP cord-317465-ucwuptgg 450 29 and and CC cord-317465-ucwuptgg 450 30 other other JJ cord-317465-ucwuptgg 450 31 cities city NNS cord-317465-ucwuptgg 450 32 in in IN cord-317465-ucwuptgg 450 33 Hubei Hubei NNP cord-317465-ucwuptgg 450 34 on on IN cord-317465-ucwuptgg 450 35 the the DT cord-317465-ucwuptgg 450 36 spread spread NN cord-317465-ucwuptgg 450 37 of of IN cord-317465-ucwuptgg 450 38 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 450 39 virus virus NN cord-317465-ucwuptgg 450 40 in in IN cord-317465-ucwuptgg 450 41 the the DT cord-317465-ucwuptgg 450 42 destination destination NN cord-317465-ucwuptgg 450 43 cities city NNS cord-317465-ucwuptgg 450 44 . . . cord-317465-ucwuptgg 451 1 This this DT cord-317465-ucwuptgg 451 2 in in IN cord-317465-ucwuptgg 451 3 turn turn NN cord-317465-ucwuptgg 451 4 implies imply VBZ cord-317465-ucwuptgg 451 5 that that IN cord-317465-ucwuptgg 451 6 population population NN cord-317465-ucwuptgg 451 7 inflows inflow NNS cord-317465-ucwuptgg 451 8 from from IN cord-317465-ucwuptgg 451 9 the the DT cord-317465-ucwuptgg 451 10 epicenter epicenter NN cord-317465-ucwuptgg 451 11 contribute contribute VB cord-317465-ucwuptgg 451 12 to to IN cord-317465-ucwuptgg 451 13 the the DT cord-317465-ucwuptgg 451 14 spread spread NN cord-317465-ucwuptgg 451 15 of of IN cord-317465-ucwuptgg 451 16 infection infection NN cord-317465-ucwuptgg 451 17 in in IN cord-317465-ucwuptgg 451 18 the the DT cord-317465-ucwuptgg 451 19 destination destination NN cord-317465-ucwuptgg 451 20 cities city NNS cord-317465-ucwuptgg 451 21 only only RB cord-317465-ucwuptgg 451 22 before before IN cord-317465-ucwuptgg 451 23 the the DT cord-317465-ucwuptgg 451 24 social social JJ cord-317465-ucwuptgg 451 25 distancing distance VBG cord-317465-ucwuptgg 451 26 measures measure NNS cord-317465-ucwuptgg 451 27 are be VBP cord-317465-ucwuptgg 451 28 applied apply VBN cord-317465-ucwuptgg 451 29 ; ; : cord-317465-ucwuptgg 451 30 it -PRON- PRP cord-317465-ucwuptgg 451 31 appears appear VBZ cord-317465-ucwuptgg 451 32 that that IN cord-317465-ucwuptgg 451 33 after after IN cord-317465-ucwuptgg 451 34 implementing implement VBG cord-317465-ucwuptgg 451 35 their -PRON- PRP$ cord-317465-ucwuptgg 451 36 various various JJ cord-317465-ucwuptgg 451 37 control control NN cord-317465-ucwuptgg 451 38 measures measure NNS cord-317465-ucwuptgg 451 39 , , , cord-317465-ucwuptgg 451 40 cities city NNS cord-317465-ucwuptgg 451 41 adopting adopt VBG cord-317465-ucwuptgg 451 42 an an DT cord-317465-ucwuptgg 451 43 extended extended JJ cord-317465-ucwuptgg 451 44 lockdown lockdown NN cord-317465-ucwuptgg 451 45 can can MD cord-317465-ucwuptgg 451 46 flatten flatten VB cord-317465-ucwuptgg 451 47 the the DT cord-317465-ucwuptgg 451 48 upward upward JJ cord-317465-ucwuptgg 451 49 trajectory trajectory NN cord-317465-ucwuptgg 451 50 of of IN cord-317465-ucwuptgg 451 51 the the DT cord-317465-ucwuptgg 451 52 virus virus NN cord-317465-ucwuptgg 451 53 . . . cord-317465-ucwuptgg 452 1 In in IN cord-317465-ucwuptgg 452 2 this this DT cord-317465-ucwuptgg 452 3 paper paper NN cord-317465-ucwuptgg 452 4 , , , cord-317465-ucwuptgg 452 5 we -PRON- PRP cord-317465-ucwuptgg 452 6 quantify quantify VBP cord-317465-ucwuptgg 452 7 the the DT cord-317465-ucwuptgg 452 8 causal causal JJ cord-317465-ucwuptgg 452 9 impact impact NN cord-317465-ucwuptgg 452 10 of of IN cord-317465-ucwuptgg 452 11 human human JJ cord-317465-ucwuptgg 452 12 mobility mobility NN cord-317465-ucwuptgg 452 13 restrictions restriction NNS cord-317465-ucwuptgg 452 14 , , , cord-317465-ucwuptgg 452 15 particularly particularly RB cord-317465-ucwuptgg 452 16 the the DT cord-317465-ucwuptgg 452 17 lockdown lockdown NN cord-317465-ucwuptgg 452 18 of of IN cord-317465-ucwuptgg 452 19 the the DT cord-317465-ucwuptgg 452 20 city city NN cord-317465-ucwuptgg 452 21 of of IN cord-317465-ucwuptgg 452 22 Wuhan Wuhan NNP cord-317465-ucwuptgg 452 23 on on IN cord-317465-ucwuptgg 452 24 January January NNP cord-317465-ucwuptgg 452 25 23 23 CD cord-317465-ucwuptgg 452 26 , , , cord-317465-ucwuptgg 452 27 2020 2020 CD cord-317465-ucwuptgg 452 28 , , , cord-317465-ucwuptgg 452 29 on on IN cord-317465-ucwuptgg 452 30 the the DT cord-317465-ucwuptgg 452 31 containment containment NN cord-317465-ucwuptgg 452 32 and and CC cord-317465-ucwuptgg 452 33 delay delay NN cord-317465-ucwuptgg 452 34 of of IN cord-317465-ucwuptgg 452 35 the the DT cord-317465-ucwuptgg 452 36 spread spread NN cord-317465-ucwuptgg 452 37 of of IN cord-317465-ucwuptgg 452 38 the the DT cord-317465-ucwuptgg 452 39 Novel Novel NNP cord-317465-ucwuptgg 452 40 Coronavirus Coronavirus NNP cord-317465-ucwuptgg 452 41 , , , cord-317465-ucwuptgg 452 42 and and CC cord-317465-ucwuptgg 452 43 estimate estimate VB cord-317465-ucwuptgg 452 44 the the DT cord-317465-ucwuptgg 452 45 dynamic dynamic JJ cord-317465-ucwuptgg 452 46 effects effect NNS cord-317465-ucwuptgg 452 47 of of IN cord-317465-ucwuptgg 452 48 up up IN cord-317465-ucwuptgg 452 49 to to TO cord-317465-ucwuptgg 452 50 22 22 CD cord-317465-ucwuptgg 452 51 lagged lag VBN cord-317465-ucwuptgg 452 52 population population NN cord-317465-ucwuptgg 452 53 inflows inflow NNS cord-317465-ucwuptgg 452 54 from from IN cord-317465-ucwuptgg 452 55 Wuhan Wuhan NNP cord-317465-ucwuptgg 452 56 and and CC cord-317465-ucwuptgg 452 57 other other JJ cord-317465-ucwuptgg 452 58 Hubei Hubei NNP cord-317465-ucwuptgg 452 59 cities city NNS cord-317465-ucwuptgg 452 60 , , , cord-317465-ucwuptgg 452 61 the the DT cord-317465-ucwuptgg 452 62 epicenter epicenter NN cord-317465-ucwuptgg 452 63 of of IN cord-317465-ucwuptgg 452 64 the the DT cord-317465-ucwuptgg 452 65 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 452 66 outbreak outbreak NN cord-317465-ucwuptgg 452 67 , , , cord-317465-ucwuptgg 452 68 on on IN cord-317465-ucwuptgg 452 69 the the DT cord-317465-ucwuptgg 452 70 destination destination NN cord-317465-ucwuptgg 452 71 cities city NNS cord-317465-ucwuptgg 452 72 ' ' POS cord-317465-ucwuptgg 452 73 new new JJ cord-317465-ucwuptgg 452 74 infection infection NN cord-317465-ucwuptgg 452 75 cases case NNS cord-317465-ucwuptgg 452 76 . . . cord-317465-ucwuptgg 453 1 We -PRON- PRP cord-317465-ucwuptgg 453 2 find find VBP cord-317465-ucwuptgg 453 3 that that IN cord-317465-ucwuptgg 453 4 the the DT cord-317465-ucwuptgg 453 5 lockdown lockdown NN cord-317465-ucwuptgg 453 6 of of IN cord-317465-ucwuptgg 453 7 Wuhan Wuhan NNP cord-317465-ucwuptgg 453 8 reduced reduce VBN cord-317465-ucwuptgg 453 9 inflow inflow NN cord-317465-ucwuptgg 453 10 into into IN cord-317465-ucwuptgg 453 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 453 12 by by IN cord-317465-ucwuptgg 453 13 76.64 76.64 CD cord-317465-ucwuptgg 453 14 % % NN cord-317465-ucwuptgg 453 15 , , , cord-317465-ucwuptgg 453 16 outflows outflow NNS cord-317465-ucwuptgg 453 17 from from IN cord-317465-ucwuptgg 453 18 Wuhan Wuhan NNP cord-317465-ucwuptgg 453 19 by by IN cord-317465-ucwuptgg 453 20 56.35 56.35 CD cord-317465-ucwuptgg 453 21 % % NN cord-317465-ucwuptgg 453 22 , , , cord-317465-ucwuptgg 453 23 and and CC cord-317465-ucwuptgg 453 24 within within IN cord-317465-ucwuptgg 453 25 - - HYPH cord-317465-ucwuptgg 453 26 Wuhan Wuhan NNP cord-317465-ucwuptgg 453 27 movements movement NNS cord-317465-ucwuptgg 453 28 by by IN cord-317465-ucwuptgg 453 29 54.15 54.15 CD cord-317465-ucwuptgg 453 30 % % NN cord-317465-ucwuptgg 453 31 . . . cord-317465-ucwuptgg 454 1 Using use VBG cord-317465-ucwuptgg 454 2 counterfactual counterfactual JJ cord-317465-ucwuptgg 454 3 simulations simulation NNS cord-317465-ucwuptgg 454 4 with with IN cord-317465-ucwuptgg 454 5 these these DT cord-317465-ucwuptgg 454 6 estimates estimate NNS cord-317465-ucwuptgg 454 7 , , , cord-317465-ucwuptgg 454 8 we -PRON- PRP cord-317465-ucwuptgg 454 9 find find VBP cord-317465-ucwuptgg 454 10 that that IN cord-317465-ucwuptgg 454 11 the the DT cord-317465-ucwuptgg 454 12 lockdown lockdown NN cord-317465-ucwuptgg 454 13 of of IN cord-317465-ucwuptgg 454 14 the the DT cord-317465-ucwuptgg 454 15 city city NN cord-317465-ucwuptgg 454 16 of of IN cord-317465-ucwuptgg 454 17 Wuhan Wuhan NNP cord-317465-ucwuptgg 454 18 on on IN cord-317465-ucwuptgg 454 19 January January NNP cord-317465-ucwuptgg 454 20 23 23 CD cord-317465-ucwuptgg 454 21 , , , cord-317465-ucwuptgg 454 22 2020 2020 CD cord-317465-ucwuptgg 454 23 contributed contribute VBD cord-317465-ucwuptgg 454 24 significantly significantly RB cord-317465-ucwuptgg 454 25 to to IN cord-317465-ucwuptgg 454 26 reducing reduce VBG cord-317465-ucwuptgg 454 27 the the DT cord-317465-ucwuptgg 454 28 total total JJ cord-317465-ucwuptgg 454 29 infection infection NN cord-317465-ucwuptgg 454 30 cases case NNS cord-317465-ucwuptgg 454 31 outside outside RB cord-317465-ucwuptgg 454 32 of of IN cord-317465-ucwuptgg 454 33 Wuhan Wuhan NNP cord-317465-ucwuptgg 454 34 , , , cord-317465-ucwuptgg 454 35 even even RB cord-317465-ucwuptgg 454 36 with with IN cord-317465-ucwuptgg 454 37 the the DT cord-317465-ucwuptgg 454 38 social social JJ cord-317465-ucwuptgg 454 39 distancing distance VBG cord-317465-ucwuptgg 454 40 measures measure NNS cord-317465-ucwuptgg 454 41 later later RB cord-317465-ucwuptgg 454 42 imposed impose VBN cord-317465-ucwuptgg 454 43 by by IN cord-317465-ucwuptgg 454 44 other other JJ cord-317465-ucwuptgg 454 45 cities city NNS cord-317465-ucwuptgg 454 46 . . . cord-317465-ucwuptgg 455 1 We -PRON- PRP cord-317465-ucwuptgg 455 2 find find VBP cord-317465-ucwuptgg 455 3 that that IN cord-317465-ucwuptgg 455 4 the the DT cord-317465-ucwuptgg 455 5 COVID-19 covid-19 CD cord-317465-ucwuptgg 455 6 cases case NNS cord-317465-ucwuptgg 455 7 would would MD cord-317465-ucwuptgg 455 8 be be VB cord-317465-ucwuptgg 455 9 64.81 64.81 CD cord-317465-ucwuptgg 455 10 % % NN cord-317465-ucwuptgg 455 11 higher high JJR cord-317465-ucwuptgg 455 12 in in IN cord-317465-ucwuptgg 455 13 the the DT cord-317465-ucwuptgg 455 14 347 347 CD cord-317465-ucwuptgg 455 15 Chinese chinese JJ cord-317465-ucwuptgg 455 16 cities city NNS cord-317465-ucwuptgg 455 17 outside outside IN cord-317465-ucwuptgg 455 18 Hubei Hubei NNP cord-317465-ucwuptgg 455 19 province province NN cord-317465-ucwuptgg 455 20 , , , cord-317465-ucwuptgg 455 21 and and CC cord-317465-ucwuptgg 455 22 52.64 52.64 CD cord-317465-ucwuptgg 455 23 % % NN cord-317465-ucwuptgg 455 24 higher high JJR cord-317465-ucwuptgg 455 25 in in IN cord-317465-ucwuptgg 455 26 16 16 CD cord-317465-ucwuptgg 455 27 non non JJ cord-317465-ucwuptgg 455 28 - - JJ cord-317465-ucwuptgg 455 29 Wuhan wuhan JJ cord-317465-ucwuptgg 455 30 cities city NNS cord-317465-ucwuptgg 455 31 inside inside IN cord-317465-ucwuptgg 455 32 Hubei Hubei NNP cord-317465-ucwuptgg 455 33 , , , cord-317465-ucwuptgg 455 34 in in IN cord-317465-ucwuptgg 455 35 the the DT cord-317465-ucwuptgg 455 36 counterfactual counterfactual JJ cord-317465-ucwuptgg 455 37 world world NN cord-317465-ucwuptgg 455 38 in in IN cord-317465-ucwuptgg 455 39 which which WDT cord-317465-ucwuptgg 455 40 the the DT cord-317465-ucwuptgg 455 41 city city NN cord-317465-ucwuptgg 455 42 of of IN cord-317465-ucwuptgg 455 43 Wuhan Wuhan NNP cord-317465-ucwuptgg 455 44 were be VBD cord-317465-ucwuptgg 455 45 not not RB cord-317465-ucwuptgg 455 46 locked lock VBN cord-317465-ucwuptgg 455 47 down down RP cord-317465-ucwuptgg 455 48 from from IN cord-317465-ucwuptgg 455 49 January January NNP cord-317465-ucwuptgg 455 50 23 23 CD cord-317465-ucwuptgg 455 51 , , , cord-317465-ucwuptgg 455 52 2020 2020 CD cord-317465-ucwuptgg 455 53 . . . cord-317465-ucwuptgg 456 1 We -PRON- PRP cord-317465-ucwuptgg 456 2 also also RB cord-317465-ucwuptgg 456 3 find find VBP cord-317465-ucwuptgg 456 4 that that IN cord-317465-ucwuptgg 456 5 there there EX cord-317465-ucwuptgg 456 6 were be VBD cord-317465-ucwuptgg 456 7 substantial substantial JJ cord-317465-ucwuptgg 456 8 undocumented undocumented JJ cord-317465-ucwuptgg 456 9 infection infection NN cord-317465-ucwuptgg 456 10 cases case NNS cord-317465-ucwuptgg 456 11 in in IN cord-317465-ucwuptgg 456 12 the the DT cord-317465-ucwuptgg 456 13 early early JJ cord-317465-ucwuptgg 456 14 days day NNS cord-317465-ucwuptgg 456 15 of of IN cord-317465-ucwuptgg 456 16 the the DT cord-317465-ucwuptgg 456 17 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 456 18 outbreak outbreak NN cord-317465-ucwuptgg 456 19 in in IN cord-317465-ucwuptgg 456 20 Wuhan Wuhan NNP cord-317465-ucwuptgg 456 21 and and CC cord-317465-ucwuptgg 456 22 other other JJ cord-317465-ucwuptgg 456 23 cities city NNS cord-317465-ucwuptgg 456 24 of of IN cord-317465-ucwuptgg 456 25 Hubei Hubei NNP cord-317465-ucwuptgg 456 26 province province NN cord-317465-ucwuptgg 456 27 , , , cord-317465-ucwuptgg 456 28 21 21 CD cord-317465-ucwuptgg 456 29 . . . cord-317465-ucwuptgg 457 1 CC CC NNP cord-317465-ucwuptgg 457 2 - - HYPH cord-317465-ucwuptgg 457 3 BY BY NNP cord-317465-ucwuptgg 457 4 - - HYPH cord-317465-ucwuptgg 457 5 NC NC NNP cord-317465-ucwuptgg 457 6 - - HYPH cord-317465-ucwuptgg 457 7 ND ND NNP cord-317465-ucwuptgg 457 8 4.0 4.0 CD cord-317465-ucwuptgg 457 9 International international JJ cord-317465-ucwuptgg 457 10 license license NN cord-317465-ucwuptgg 457 11 It -PRON- PRP cord-317465-ucwuptgg 457 12 is be VBZ cord-317465-ucwuptgg 457 13 made make VBN cord-317465-ucwuptgg 457 14 available available JJ cord-317465-ucwuptgg 457 15 under under IN cord-317465-ucwuptgg 457 16 a a DT cord-317465-ucwuptgg 457 17 author author NN cord-317465-ucwuptgg 457 18 / / SYM cord-317465-ucwuptgg 457 19 funder funder NN cord-317465-ucwuptgg 457 20 , , , cord-317465-ucwuptgg 457 21 who who WP cord-317465-ucwuptgg 457 22 has have VBZ cord-317465-ucwuptgg 457 23 granted grant VBN cord-317465-ucwuptgg 457 24 medRxiv medRxiv NNS cord-317465-ucwuptgg 457 25 a a DT cord-317465-ucwuptgg 457 26 license license NN cord-317465-ucwuptgg 457 27 to to TO cord-317465-ucwuptgg 457 28 display display VB cord-317465-ucwuptgg 457 29 the the DT cord-317465-ucwuptgg 457 30 preprint preprint NN cord-317465-ucwuptgg 457 31 in in IN cord-317465-ucwuptgg 457 32 perpetuity perpetuity NN cord-317465-ucwuptgg 457 33 . . . cord-317465-ucwuptgg 458 1 is be VBZ cord-317465-ucwuptgg 458 2 the the DT cord-317465-ucwuptgg 458 3 ( ( -LRB- cord-317465-ucwuptgg 458 4 which which WDT cord-317465-ucwuptgg 458 5 was be VBD cord-317465-ucwuptgg 458 6 not not RB cord-317465-ucwuptgg 458 7 peer peer NN cord-317465-ucwuptgg 458 8 - - HYPH cord-317465-ucwuptgg 458 9 reviewed review VBN cord-317465-ucwuptgg 458 10 ) ) -RRB- cord-317465-ucwuptgg 459 1 The the DT cord-317465-ucwuptgg 459 2 copyright copyright NN cord-317465-ucwuptgg 459 3 holder holder NN cord-317465-ucwuptgg 459 4 for for IN cord-317465-ucwuptgg 459 5 this this DT cord-317465-ucwuptgg 459 6 preprint preprint NN cord-317465-ucwuptgg 459 7 . . . cord-317465-ucwuptgg 460 1 but but CC cord-317465-ucwuptgg 460 2 over over IN cord-317465-ucwuptgg 460 3 time time NN cord-317465-ucwuptgg 460 4 , , , cord-317465-ucwuptgg 460 5 the the DT cord-317465-ucwuptgg 460 6 gap gap NN cord-317465-ucwuptgg 460 7 between between IN cord-317465-ucwuptgg 460 8 the the DT cord-317465-ucwuptgg 460 9 officially officially RB cord-317465-ucwuptgg 460 10 reported report VBN cord-317465-ucwuptgg 460 11 cases case NNS cord-317465-ucwuptgg 460 12 and and CC cord-317465-ucwuptgg 460 13 our -PRON- PRP$ cord-317465-ucwuptgg 460 14 estimated estimate VBN cord-317465-ucwuptgg 460 15 " " `` cord-317465-ucwuptgg 460 16 actual actual JJ cord-317465-ucwuptgg 460 17 " " '' cord-317465-ucwuptgg 460 18 cases case NNS cord-317465-ucwuptgg 460 19 narrows narrow VBZ cord-317465-ucwuptgg 460 20 significantly significantly RB cord-317465-ucwuptgg 460 21 . . . cord-317465-ucwuptgg 461 1 We -PRON- PRP cord-317465-ucwuptgg 461 2 also also RB cord-317465-ucwuptgg 461 3 find find VBP cord-317465-ucwuptgg 461 4 evidence evidence NN cord-317465-ucwuptgg 461 5 that that IN cord-317465-ucwuptgg 461 6 imposing impose VBG cord-317465-ucwuptgg 461 7 enhanced enhanced JJ cord-317465-ucwuptgg 461 8 social social JJ cord-317465-ucwuptgg 461 9 distancing distance VBG cord-317465-ucwuptgg 461 10 policies policy NNS cord-317465-ucwuptgg 461 11 in in IN cord-317465-ucwuptgg 461 12 the the DT cord-317465-ucwuptgg 461 13 63 63 CD cord-317465-ucwuptgg 461 14 Chinese chinese JJ cord-317465-ucwuptgg 461 15 cities city NNS cord-317465-ucwuptgg 461 16 outside outside IN cord-317465-ucwuptgg 461 17 Hubei Hubei NNP cord-317465-ucwuptgg 461 18 province province NN cord-317465-ucwuptgg 461 19 is be VBZ cord-317465-ucwuptgg 461 20 effective effective JJ cord-317465-ucwuptgg 461 21 in in IN cord-317465-ucwuptgg 461 22 reducing reduce VBG cord-317465-ucwuptgg 461 23 the the DT cord-317465-ucwuptgg 461 24 impact impact NN cord-317465-ucwuptgg 461 25 of of IN cord-317465-ucwuptgg 461 26 population population NN cord-317465-ucwuptgg 461 27 inflows inflow NNS cord-317465-ucwuptgg 461 28 from from IN cord-317465-ucwuptgg 461 29 the the DT cord-317465-ucwuptgg 461 30 epicenter epicenter JJ cord-317465-ucwuptgg 461 31 cities city NNS cord-317465-ucwuptgg 461 32 in in IN cord-317465-ucwuptgg 461 33 Hubei Hubei NNP cord-317465-ucwuptgg 461 34 province province NN cord-317465-ucwuptgg 461 35 on on IN cord-317465-ucwuptgg 461 36 the the DT cord-317465-ucwuptgg 461 37 spread spread NN cord-317465-ucwuptgg 461 38 of of IN cord-317465-ucwuptgg 461 39 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 461 40 virus virus NN cord-317465-ucwuptgg 461 41 in in IN cord-317465-ucwuptgg 461 42 the the DT cord-317465-ucwuptgg 461 43 destination destination NN cord-317465-ucwuptgg 461 44 cities city NNS cord-317465-ucwuptgg 461 45 elsewhere elsewhere RB cord-317465-ucwuptgg 461 46 . . . cord-317465-ucwuptgg 462 1 The the DT cord-317465-ucwuptgg 462 2 results result NNS cord-317465-ucwuptgg 462 3 from from IN cord-317465-ucwuptgg 462 4 our -PRON- PRP$ cord-317465-ucwuptgg 462 5 analysis analysis NN cord-317465-ucwuptgg 462 6 provide provide VBP cord-317465-ucwuptgg 462 7 valuable valuable JJ cord-317465-ucwuptgg 462 8 causal causal JJ cord-317465-ucwuptgg 462 9 evidence evidence NN cord-317465-ucwuptgg 462 10 on on IN cord-317465-ucwuptgg 462 11 the the DT cord-317465-ucwuptgg 462 12 role role NN cord-317465-ucwuptgg 462 13 of of IN cord-317465-ucwuptgg 462 14 human human JJ cord-317465-ucwuptgg 462 15 mobility mobility NN cord-317465-ucwuptgg 462 16 restrictions restriction NNS cord-317465-ucwuptgg 462 17 on on IN cord-317465-ucwuptgg 462 18 the the DT cord-317465-ucwuptgg 462 19 containment containment NN cord-317465-ucwuptgg 462 20 and and CC cord-317465-ucwuptgg 462 21 delay delay NN cord-317465-ucwuptgg 462 22 of of IN cord-317465-ucwuptgg 462 23 the the DT cord-317465-ucwuptgg 462 24 spread spread NN cord-317465-ucwuptgg 462 25 of of IN cord-317465-ucwuptgg 462 26 contagious contagious JJ cord-317465-ucwuptgg 462 27 viruses virus NNS cord-317465-ucwuptgg 462 28 , , , cord-317465-ucwuptgg 462 29 including include VBG cord-317465-ucwuptgg 462 30 the the DT cord-317465-ucwuptgg 462 31 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 462 32 virus virus NN cord-317465-ucwuptgg 462 33 that that WDT cord-317465-ucwuptgg 462 34 is be VBZ cord-317465-ucwuptgg 462 35 now now RB cord-317465-ucwuptgg 462 36 ravaging ravage VBG cord-317465-ucwuptgg 462 37 the the DT cord-317465-ucwuptgg 462 38 world world NN cord-317465-ucwuptgg 462 39 . . . cord-317465-ucwuptgg 463 1 Enhanced enhanced JJ cord-317465-ucwuptgg 463 2 social social JJ cord-317465-ucwuptgg 463 3 distancing distancing NN cord-317465-ucwuptgg 463 4 in in IN cord-317465-ucwuptgg 463 5 the the DT cord-317465-ucwuptgg 463 6 destination destination NN cord-317465-ucwuptgg 463 7 cities city NNS cord-317465-ucwuptgg 463 8 , , , cord-317465-ucwuptgg 463 9 and and CC cord-317465-ucwuptgg 463 10 , , , cord-317465-ucwuptgg 463 11 if if IN cord-317465-ucwuptgg 463 12 an an DT cord-317465-ucwuptgg 463 13 epicenter epicenter NN cord-317465-ucwuptgg 463 14 can can MD cord-317465-ucwuptgg 463 15 be be VB cord-317465-ucwuptgg 463 16 identified identify VBN cord-317465-ucwuptgg 463 17 as as IN cord-317465-ucwuptgg 463 18 was be VBD cord-317465-ucwuptgg 463 19 the the DT cord-317465-ucwuptgg 463 20 case case NN cord-317465-ucwuptgg 463 21 for for IN cord-317465-ucwuptgg 463 22 the the DT cord-317465-ucwuptgg 463 23 city city NN cord-317465-ucwuptgg 463 24 of of IN cord-317465-ucwuptgg 463 25 Wuhan Wuhan NNP cord-317465-ucwuptgg 463 26 in in IN cord-317465-ucwuptgg 463 27 China China NNP cord-317465-ucwuptgg 463 28 , , , cord-317465-ucwuptgg 463 29 a a DT cord-317465-ucwuptgg 463 30 lockdown lockdown NN cord-317465-ucwuptgg 463 31 , , , cord-317465-ucwuptgg 463 32 can can MD cord-317465-ucwuptgg 463 33 play play VB cord-317465-ucwuptgg 463 34 crucial crucial JJ cord-317465-ucwuptgg 463 35 roles role NNS cord-317465-ucwuptgg 463 36 in in IN cord-317465-ucwuptgg 463 37 " " `` cord-317465-ucwuptgg 463 38 flattening flatten VBG cord-317465-ucwuptgg 463 39 " " '' cord-317465-ucwuptgg 463 40 the the DT cord-317465-ucwuptgg 463 41 daily daily JJ cord-317465-ucwuptgg 463 42 infection infection NN cord-317465-ucwuptgg 463 43 cases case NNS cord-317465-ucwuptgg 463 44 curve curve NN cord-317465-ucwuptgg 463 45 , , , cord-317465-ucwuptgg 463 46 giving give VBG cord-317465-ucwuptgg 463 47 the the DT cord-317465-ucwuptgg 463 48 stressed stress VBN cord-317465-ucwuptgg 463 49 medical medical JJ cord-317465-ucwuptgg 463 50 system system NN cord-317465-ucwuptgg 463 51 a a DT cord-317465-ucwuptgg 463 52 chance chance NN cord-317465-ucwuptgg 463 53 to to TO cord-317465-ucwuptgg 463 54 regroup regroup VB cord-317465-ucwuptgg 463 55 and and CC cord-317465-ucwuptgg 463 56 deal deal VB cord-317465-ucwuptgg 463 57 with with IN cord-317465-ucwuptgg 463 58 the the DT cord-317465-ucwuptgg 463 59 onslaught onslaught NN cord-317465-ucwuptgg 463 60 of of IN cord-317465-ucwuptgg 463 61 new new JJ cord-317465-ucwuptgg 463 62 infection infection NN cord-317465-ucwuptgg 463 63 cases case NNS cord-317465-ucwuptgg 463 64 . . . cord-317465-ucwuptgg 464 1 Although although IN cord-317465-ucwuptgg 464 2 our -PRON- PRP$ cord-317465-ucwuptgg 464 3 study study NN cord-317465-ucwuptgg 464 4 focuses focus VBZ cord-317465-ucwuptgg 464 5 exclusively exclusively RB cord-317465-ucwuptgg 464 6 on on IN cord-317465-ucwuptgg 464 7 the the DT cord-317465-ucwuptgg 464 8 effect effect NN cord-317465-ucwuptgg 464 9 of of IN cord-317465-ucwuptgg 464 10 human human JJ cord-317465-ucwuptgg 464 11 mobility mobility NN cord-317465-ucwuptgg 464 12 restrictions restriction NNS cord-317465-ucwuptgg 464 13 on on IN cord-317465-ucwuptgg 464 14 the the DT cord-317465-ucwuptgg 464 15 spread spread NN cord-317465-ucwuptgg 464 16 of of IN cord-317465-ucwuptgg 464 17 2019-nCoV 2019-ncov CD cord-317465-ucwuptgg 464 18 virus virus NN cord-317465-ucwuptgg 464 19 in in IN 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NNP cord-317465-ucwuptgg 477 35 standard standard JJ cord-317465-ucwuptgg 477 36 errors error NNS cord-317465-ucwuptgg 477 37 are be VBP cord-317465-ucwuptgg 477 38 clustered cluster VBN cord-317465-ucwuptgg 477 39 at at IN cord-317465-ucwuptgg 477 40 the the DT cord-317465-ucwuptgg 477 41 daily daily JJ cord-317465-ucwuptgg 477 42 level level NN cord-317465-ucwuptgg 477 43 . . . cord-317465-ucwuptgg 478 1 * * NFP cord-317465-ucwuptgg 478 2 * * NFP cord-317465-ucwuptgg 478 3 * * NFP cord-317465-ucwuptgg 478 4 Significant significant JJ cord-317465-ucwuptgg 478 5 at at IN cord-317465-ucwuptgg 478 6 the the DT cord-317465-ucwuptgg 478 7 1 1 CD cord-317465-ucwuptgg 478 8 percent percent NN cord-317465-ucwuptgg 478 9 level level NN cord-317465-ucwuptgg 478 10 . . . cord-317465-ucwuptgg 479 1 * * NFP cord-317465-ucwuptgg 479 2 * * NFP cord-317465-ucwuptgg 479 3 Significant significant JJ cord-317465-ucwuptgg 479 4 at at IN cord-317465-ucwuptgg 479 5 the the DT cord-317465-ucwuptgg 479 6 5 5 CD cord-317465-ucwuptgg 479 7 percent percent NN cord-317465-ucwuptgg 479 8 level level NN cord-317465-ucwuptgg 479 9 . . . cord-317465-ucwuptgg 480 1 * * NFP cord-317465-ucwuptgg 480 2 Significant significant JJ cord-317465-ucwuptgg 480 3 at at IN cord-317465-ucwuptgg 480 4 the the DT cord-317465-ucwuptgg 480 5 10 10 CD cord-317465-ucwuptgg 480 6 percent percent NN cord-317465-ucwuptgg 480 7 level level NN cord-317465-ucwuptgg 480 8 . . . cord-317465-ucwuptgg 480 9 . . . cord-317465-ucwuptgg 481 1 CC CC NNP cord-317465-ucwuptgg 481 2 - - HYPH cord-317465-ucwuptgg 481 3 BY BY NNP cord-317465-ucwuptgg 481 4 - - HYPH cord-317465-ucwuptgg 481 5 NC NC NNP cord-317465-ucwuptgg 481 6 - - HYPH cord-317465-ucwuptgg 481 7 ND ND NNP cord-317465-ucwuptgg 481 8 4.0 4.0 CD cord-317465-ucwuptgg 481 9 International international JJ cord-317465-ucwuptgg 481 10 license license NN cord-317465-ucwuptgg 482 1 It -PRON- PRP cord-317465-ucwuptgg 482 2 is be VBZ cord-317465-ucwuptgg 482 3 made make VBN 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cord-317465-ucwuptgg 483 5 was be VBD cord-317465-ucwuptgg 483 6 not not RB cord-317465-ucwuptgg 483 7 peer peer NN cord-317465-ucwuptgg 483 8 - - HYPH cord-317465-ucwuptgg 483 9 reviewed review VBN cord-317465-ucwuptgg 483 10 ) ) -RRB- cord-317465-ucwuptgg 484 1 The the DT cord-317465-ucwuptgg 484 2 copyright copyright NN cord-317465-ucwuptgg 484 3 holder holder NN cord-317465-ucwuptgg 484 4 for for IN cord-317465-ucwuptgg 484 5 this this DT cord-317465-ucwuptgg 484 6 preprint preprint NN cord-317465-ucwuptgg 484 7 . . . cord-317465-ucwuptgg 485 1 ( ( -LRB- cord-317465-ucwuptgg 485 2 2 2 LS cord-317465-ucwuptgg 485 3 ) ) -RRB- cord-317465-ucwuptgg 485 4 and and CC cord-317465-ucwuptgg 485 5 ( ( -LRB- cord-317465-ucwuptgg 485 6 3 3 LS cord-317465-ucwuptgg 485 7 ) ) -RRB- cord-317465-ucwuptgg 485 8 of of IN cord-317465-ucwuptgg 485 9 Table Table NNP cord-317465-ucwuptgg 485 10 _SP cord-317465-ucwuptgg 485 11 2 2 CD cord-317465-ucwuptgg 485 12 . . . cord-317465-ucwuptgg 486 1 * * NFP cord-317465-ucwuptgg 486 2 * * NFP cord-317465-ucwuptgg 486 3 * * NFP cord-317465-ucwuptgg 486 4 Significant significant JJ cord-317465-ucwuptgg 486 5 at at IN cord-317465-ucwuptgg 486 6 the the DT cord-317465-ucwuptgg 486 7 1 1 CD cord-317465-ucwuptgg 486 8 percent percent NN cord-317465-ucwuptgg 486 9 level level NN cord-317465-ucwuptgg 486 10 . . . cord-317465-ucwuptgg 487 1 * * NFP cord-317465-ucwuptgg 487 2 * * NFP cord-317465-ucwuptgg 487 3 Significant significant JJ cord-317465-ucwuptgg 487 4 at at IN cord-317465-ucwuptgg 487 5 the the DT cord-317465-ucwuptgg 487 6 5 5 CD cord-317465-ucwuptgg 487 7 percent percent NN cord-317465-ucwuptgg 487 8 level level NN cord-317465-ucwuptgg 487 9 . . . cord-317465-ucwuptgg 488 1 * * NFP cord-317465-ucwuptgg 488 2 Significant significant JJ cord-317465-ucwuptgg 488 3 at at IN cord-317465-ucwuptgg 488 4 the the DT cord-317465-ucwuptgg 488 5 10 10 CD cord-317465-ucwuptgg 488 6 percent percent NN cord-317465-ucwuptgg 488 7 level level NN cord-317465-ucwuptgg 488 8 . . . cord-317465-ucwuptgg 488 9 . . . cord-317465-ucwuptgg 489 1 CC CC NNP cord-317465-ucwuptgg 489 2 - - HYPH cord-317465-ucwuptgg 489 3 BY BY NNP cord-317465-ucwuptgg 489 4 - - HYPH cord-317465-ucwuptgg 489 5 NC NC NNP cord-317465-ucwuptgg 489 6 - - HYPH cord-317465-ucwuptgg 489 7 ND ND NNP cord-317465-ucwuptgg 489 8 4.0 4.0 CD cord-317465-ucwuptgg 489 9 International international JJ cord-317465-ucwuptgg 489 10 license license NN cord-317465-ucwuptgg 490 1 It -PRON- PRP cord-317465-ucwuptgg 490 2 is be VBZ cord-317465-ucwuptgg 490 3 made make VBN cord-317465-ucwuptgg 490 4 available available JJ cord-317465-ucwuptgg 490 5 under under IN cord-317465-ucwuptgg 490 6 a a DT cord-317465-ucwuptgg 490 7 author author NN cord-317465-ucwuptgg 490 8 / / SYM cord-317465-ucwuptgg 490 9 funder funder NN cord-317465-ucwuptgg 490 10 , , , cord-317465-ucwuptgg 490 11 who who WP cord-317465-ucwuptgg 490 12 has have VBZ cord-317465-ucwuptgg 490 13 granted grant VBN cord-317465-ucwuptgg 490 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 490 15 a a DT cord-317465-ucwuptgg 490 16 license license NN cord-317465-ucwuptgg 490 17 to to TO cord-317465-ucwuptgg 490 18 display display VB cord-317465-ucwuptgg 490 19 the the DT cord-317465-ucwuptgg 490 20 preprint preprint NN cord-317465-ucwuptgg 490 21 in in IN cord-317465-ucwuptgg 490 22 perpetuity perpetuity NN cord-317465-ucwuptgg 490 23 . . . cord-317465-ucwuptgg 491 1 is be VBZ cord-317465-ucwuptgg 491 2 the the DT cord-317465-ucwuptgg 491 3 ( ( -LRB- cord-317465-ucwuptgg 491 4 which which WDT cord-317465-ucwuptgg 491 5 was be VBD cord-317465-ucwuptgg 491 6 not not RB cord-317465-ucwuptgg 491 7 peer peer NN cord-317465-ucwuptgg 491 8 - - HYPH cord-317465-ucwuptgg 491 9 reviewed review VBN cord-317465-ucwuptgg 491 10 ) ) -RRB- cord-317465-ucwuptgg 492 1 The the DT cord-317465-ucwuptgg 492 2 copyright copyright NN cord-317465-ucwuptgg 492 3 holder holder NN cord-317465-ucwuptgg 492 4 for for IN cord-317465-ucwuptgg 492 5 this this DT cord-317465-ucwuptgg 492 6 preprint preprint NN cord-317465-ucwuptgg 492 7 . . . cord-317465-ucwuptgg 493 1 https://doi.org/10.1101/2020.03.24.20042424 https://doi.org/10.1101/2020.03.24.20042424 IN cord-317465-ucwuptgg 493 2 doi doi NN cord-317465-ucwuptgg 493 3 : : : cord-317465-ucwuptgg 494 1 medRxiv medRxiv NNP cord-317465-ucwuptgg 494 2 preprint preprint NNP cord-317465-ucwuptgg 494 3 _SP cord-317465-ucwuptgg 494 4 . . . cord-317465-ucwuptgg 495 1 CC CC NNP cord-317465-ucwuptgg 495 2 - - HYPH cord-317465-ucwuptgg 495 3 BY BY NNP cord-317465-ucwuptgg 495 4 - - HYPH cord-317465-ucwuptgg 495 5 NC NC NNP cord-317465-ucwuptgg 495 6 - - HYPH cord-317465-ucwuptgg 495 7 ND ND NNP cord-317465-ucwuptgg 495 8 4.0 4.0 CD cord-317465-ucwuptgg 495 9 International international JJ cord-317465-ucwuptgg 495 10 license license NN cord-317465-ucwuptgg 496 1 It -PRON- PRP cord-317465-ucwuptgg 496 2 is be VBZ cord-317465-ucwuptgg 496 3 made make VBN 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a DT cord-317465-ucwuptgg 503 7 author author NN cord-317465-ucwuptgg 503 8 / / SYM cord-317465-ucwuptgg 503 9 funder funder NN cord-317465-ucwuptgg 503 10 , , , cord-317465-ucwuptgg 503 11 who who WP cord-317465-ucwuptgg 503 12 has have VBZ cord-317465-ucwuptgg 503 13 granted grant VBN cord-317465-ucwuptgg 503 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 503 15 a a DT cord-317465-ucwuptgg 503 16 license license NN cord-317465-ucwuptgg 503 17 to to TO cord-317465-ucwuptgg 503 18 display display VB cord-317465-ucwuptgg 503 19 the the DT cord-317465-ucwuptgg 503 20 preprint preprint NN cord-317465-ucwuptgg 503 21 in in IN cord-317465-ucwuptgg 503 22 perpetuity perpetuity NN cord-317465-ucwuptgg 503 23 . . . cord-317465-ucwuptgg 504 1 is be VBZ cord-317465-ucwuptgg 504 2 the the DT cord-317465-ucwuptgg 504 3 ( ( -LRB- cord-317465-ucwuptgg 504 4 which which WDT cord-317465-ucwuptgg 504 5 was be VBD cord-317465-ucwuptgg 504 6 not not RB cord-317465-ucwuptgg 504 7 peer peer NN cord-317465-ucwuptgg 504 8 - - HYPH cord-317465-ucwuptgg 504 9 reviewed review VBN cord-317465-ucwuptgg 504 10 ) ) -RRB- cord-317465-ucwuptgg 505 1 The the DT cord-317465-ucwuptgg 505 2 copyright copyright NN cord-317465-ucwuptgg 505 3 holder holder NN cord-317465-ucwuptgg 505 4 for for IN cord-317465-ucwuptgg 505 5 this this DT cord-317465-ucwuptgg 505 6 preprint preprint NN cord-317465-ucwuptgg 505 7 . . . cord-317465-ucwuptgg 506 1 https://doi.org/10 https://doi.org/10 NNP cord-317465-ucwuptgg 506 2 . . . cord-317465-ucwuptgg 507 1 1101 1101 CD cord-317465-ucwuptgg 507 2 /2020 /2020 . cord-317465-ucwuptgg 507 3 _SP cord-317465-ucwuptgg 508 1 Notes note NNS cord-317465-ucwuptgg 508 2 : : : cord-317465-ucwuptgg 509 1 This this DT cord-317465-ucwuptgg 509 2 figure figure NN cord-317465-ucwuptgg 509 3 plots plot VBZ cord-317465-ucwuptgg 509 4 the the DT cord-317465-ucwuptgg 509 5 dynamic dynamic JJ cord-317465-ucwuptgg 509 6 effects effect NNS cord-317465-ucwuptgg 509 7 of of IN cord-317465-ucwuptgg 509 8 lagged lag VBN cord-317465-ucwuptgg 509 9 inflows inflow NNS cord-317465-ucwuptgg 509 10 from from IN cord-317465-ucwuptgg 509 11 Wuhan Wuhan NNP cord-317465-ucwuptgg 509 12 ( ( -LRB- cord-317465-ucwuptgg 509 13 left left NN cord-317465-ucwuptgg 509 14 ) ) -RRB- cord-317465-ucwuptgg 509 15 and and CC cord-317465-ucwuptgg 509 16 16 16 CD cord-317465-ucwuptgg 509 17 other other JJ cord-317465-ucwuptgg 509 18 cities city NNS cord-317465-ucwuptgg 509 19 in in IN cord-317465-ucwuptgg 509 20 Hubei Hubei NNP cord-317465-ucwuptgg 509 21 ( ( -LRB- cord-317465-ucwuptgg 509 22 right right RB cord-317465-ucwuptgg 509 23 ) ) -RRB- cord-317465-ucwuptgg 509 24 from from IN cord-317465-ucwuptgg 509 25 estimating estimate VBG cord-317465-ucwuptgg 509 26 Equation Equation NNP cord-317465-ucwuptgg 509 27 ( ( -LRB- cord-317465-ucwuptgg 509 28 3 3 CD cord-317465-ucwuptgg 509 29 ) ) -RRB- cord-317465-ucwuptgg 509 30 . . . cord-317465-ucwuptgg 510 1 We -PRON- PRP cord-317465-ucwuptgg 510 2 add add VBP cord-317465-ucwuptgg 510 3 spline spline NN cord-317465-ucwuptgg 510 4 smoothing smooth VBG cord-317465-ucwuptgg 510 5 fit fit JJ cord-317465-ucwuptgg 510 6 curves curve NNS cord-317465-ucwuptgg 510 7 ( ( -LRB- cord-317465-ucwuptgg 510 8 in in IN cord-317465-ucwuptgg 510 9 red red NNP cord-317465-ucwuptgg 510 10 ) ) -RRB- cord-317465-ucwuptgg 510 11 using use VBG cord-317465-ucwuptgg 510 12 the the DT cord-317465-ucwuptgg 510 13 rcspline rcspline NN cord-317465-ucwuptgg 510 14 function function NN cord-317465-ucwuptgg 510 15 and and CC cord-317465-ucwuptgg 510 16 plot plot VB cord-317465-ucwuptgg 510 17 the the DT cord-317465-ucwuptgg 510 18 95 95 CD cord-317465-ucwuptgg 510 19 % % NN cord-317465-ucwuptgg 510 20 confidence confidence NN cord-317465-ucwuptgg 510 21 intervals interval NNS cord-317465-ucwuptgg 510 22 ( ( -LRB- cord-317465-ucwuptgg 510 23 the the DT cord-317465-ucwuptgg 510 24 vertical vertical JJ cord-317465-ucwuptgg 510 25 green green JJ cord-317465-ucwuptgg 510 26 whiskers whisker NNS cord-317465-ucwuptgg 510 27 ) ) -RRB- cord-317465-ucwuptgg 510 28 . . . cord-317465-ucwuptgg 510 29 . . . cord-317465-ucwuptgg 511 1 CC CC NNP cord-317465-ucwuptgg 511 2 - - HYPH cord-317465-ucwuptgg 511 3 BY BY NNP cord-317465-ucwuptgg 511 4 - - HYPH cord-317465-ucwuptgg 511 5 NC NC NNP cord-317465-ucwuptgg 511 6 - - HYPH cord-317465-ucwuptgg 511 7 ND ND NNP cord-317465-ucwuptgg 511 8 4.0 4.0 CD cord-317465-ucwuptgg 511 9 International international JJ cord-317465-ucwuptgg 511 10 license license NN cord-317465-ucwuptgg 512 1 It -PRON- PRP cord-317465-ucwuptgg 512 2 is be VBZ cord-317465-ucwuptgg 512 3 made make VBN cord-317465-ucwuptgg 512 4 available available JJ cord-317465-ucwuptgg 512 5 under under IN cord-317465-ucwuptgg 512 6 a a DT cord-317465-ucwuptgg 512 7 author author NN cord-317465-ucwuptgg 512 8 / / SYM cord-317465-ucwuptgg 512 9 funder funder NN cord-317465-ucwuptgg 512 10 , , , cord-317465-ucwuptgg 512 11 who who 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cord-317465-ucwuptgg 514 3 holder holder NN cord-317465-ucwuptgg 514 4 for for IN cord-317465-ucwuptgg 514 5 this this DT cord-317465-ucwuptgg 514 6 preprint preprint NN cord-317465-ucwuptgg 514 7 . . . cord-317465-ucwuptgg 515 1 https://doi.org/10.1101/2020.03.24.20042424 https://doi.org/10.1101/2020.03.24.20042424 IN cord-317465-ucwuptgg 515 2 doi doi NN cord-317465-ucwuptgg 515 3 : : : cord-317465-ucwuptgg 516 1 medRxiv medRxiv NNP cord-317465-ucwuptgg 516 2 preprint preprint NNP cord-317465-ucwuptgg 516 3 _SP cord-317465-ucwuptgg 516 4 . . . cord-317465-ucwuptgg 517 1 CC CC NNP cord-317465-ucwuptgg 517 2 - - HYPH cord-317465-ucwuptgg 517 3 BY BY NNP cord-317465-ucwuptgg 517 4 - - HYPH cord-317465-ucwuptgg 517 5 NC NC NNP cord-317465-ucwuptgg 517 6 - - HYPH cord-317465-ucwuptgg 517 7 ND ND NNP cord-317465-ucwuptgg 517 8 4.0 4.0 CD cord-317465-ucwuptgg 517 9 International international JJ cord-317465-ucwuptgg 517 10 license license NN cord-317465-ucwuptgg 518 1 It -PRON- PRP cord-317465-ucwuptgg 518 2 is be VBZ cord-317465-ucwuptgg 518 3 made make VBN cord-317465-ucwuptgg 518 4 available available JJ cord-317465-ucwuptgg 518 5 under under IN cord-317465-ucwuptgg 518 6 a a DT cord-317465-ucwuptgg 518 7 author author NN cord-317465-ucwuptgg 518 8 / / SYM cord-317465-ucwuptgg 518 9 funder funder NN cord-317465-ucwuptgg 518 10 , , , cord-317465-ucwuptgg 518 11 who who WP cord-317465-ucwuptgg 518 12 has have VBZ cord-317465-ucwuptgg 518 13 granted grant VBN cord-317465-ucwuptgg 518 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 518 15 a a DT cord-317465-ucwuptgg 518 16 license license NN cord-317465-ucwuptgg 518 17 to to TO cord-317465-ucwuptgg 518 18 display display VB cord-317465-ucwuptgg 518 19 the the DT cord-317465-ucwuptgg 518 20 preprint preprint NN cord-317465-ucwuptgg 518 21 in in IN cord-317465-ucwuptgg 518 22 perpetuity perpetuity NN cord-317465-ucwuptgg 518 23 . . . cord-317465-ucwuptgg 519 1 is be VBZ cord-317465-ucwuptgg 519 2 the the DT cord-317465-ucwuptgg 519 3 The the DT cord-317465-ucwuptgg 519 4 copyright copyright NN cord-317465-ucwuptgg 519 5 holder holder NN cord-317465-ucwuptgg 519 6 for for IN cord-317465-ucwuptgg 519 7 this this DT cord-317465-ucwuptgg 519 8 preprint preprint NN cord-317465-ucwuptgg 519 9 _SP cord-317465-ucwuptgg 519 10 . . . cord-317465-ucwuptgg 520 1 It -PRON- PRP cord-317465-ucwuptgg 520 2 is be VBZ cord-317465-ucwuptgg 520 3 made make VBN cord-317465-ucwuptgg 520 4 available available JJ cord-317465-ucwuptgg 520 5 under under IN cord-317465-ucwuptgg 520 6 a a DT cord-317465-ucwuptgg 520 7 author author NN cord-317465-ucwuptgg 520 8 / / SYM cord-317465-ucwuptgg 520 9 funder funder NN cord-317465-ucwuptgg 520 10 , , , cord-317465-ucwuptgg 520 11 who who WP cord-317465-ucwuptgg 520 12 has have VBZ cord-317465-ucwuptgg 520 13 granted grant VBN cord-317465-ucwuptgg 520 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 520 15 a a DT cord-317465-ucwuptgg 520 16 license license NN cord-317465-ucwuptgg 520 17 to to TO cord-317465-ucwuptgg 520 18 display display VB cord-317465-ucwuptgg 520 19 the the DT cord-317465-ucwuptgg 520 20 preprint preprint NN cord-317465-ucwuptgg 520 21 in in IN cord-317465-ucwuptgg 520 22 perpetuity perpetuity NN cord-317465-ucwuptgg 520 23 . . . cord-317465-ucwuptgg 521 1 is be VBZ cord-317465-ucwuptgg 521 2 the the DT cord-317465-ucwuptgg 521 3 The the DT cord-317465-ucwuptgg 521 4 copyright copyright NN cord-317465-ucwuptgg 521 5 holder holder NN cord-317465-ucwuptgg 521 6 for for IN cord-317465-ucwuptgg 521 7 this this DT cord-317465-ucwuptgg 521 8 preprint preprint NN cord-317465-ucwuptgg 521 9 ( ( -LRB- cord-317465-ucwuptgg 521 10 6 6 CD cord-317465-ucwuptgg 521 11 ) ) -RRB- cord-317465-ucwuptgg 521 12 . . . cord-317465-ucwuptgg 522 1 We -PRON- PRP cord-317465-ucwuptgg 522 2 add add VBP cord-317465-ucwuptgg 522 3 spline spline NN cord-317465-ucwuptgg 522 4 smoothing smooth VBG cord-317465-ucwuptgg 522 5 fit fit JJ cord-317465-ucwuptgg 522 6 curves curve NNS cord-317465-ucwuptgg 522 7 using use VBG cord-317465-ucwuptgg 522 8 the the DT cord-317465-ucwuptgg 522 9 rcspline rcspline NN cord-317465-ucwuptgg 522 10 function function NN cord-317465-ucwuptgg 522 11 and and CC cord-317465-ucwuptgg 522 12 plot plot VB cord-317465-ucwuptgg 522 13 the the DT cord-317465-ucwuptgg 522 14 95 95 CD cord-317465-ucwuptgg 522 15 % % NN cord-317465-ucwuptgg 522 16 confidence confidence NN cord-317465-ucwuptgg 522 17 intervals interval NNS cord-317465-ucwuptgg 522 18 ( ( -LRB- cord-317465-ucwuptgg 522 19 the the DT cord-317465-ucwuptgg 522 20 vertical vertical JJ cord-317465-ucwuptgg 522 21 green green JJ cord-317465-ucwuptgg 522 22 whiskers whisker NNS cord-317465-ucwuptgg 522 23 ) ) -RRB- cord-317465-ucwuptgg 522 24 . . . cord-317465-ucwuptgg 522 25 . . . cord-317465-ucwuptgg 523 1 It -PRON- PRP cord-317465-ucwuptgg 523 2 is be VBZ cord-317465-ucwuptgg 523 3 made make VBN cord-317465-ucwuptgg 523 4 available available JJ cord-317465-ucwuptgg 523 5 under under IN cord-317465-ucwuptgg 523 6 a a DT cord-317465-ucwuptgg 523 7 author author NN cord-317465-ucwuptgg 523 8 / / SYM cord-317465-ucwuptgg 523 9 funder funder NN cord-317465-ucwuptgg 523 10 , , , cord-317465-ucwuptgg 523 11 who who WP cord-317465-ucwuptgg 523 12 has have VBZ cord-317465-ucwuptgg 523 13 granted grant VBN cord-317465-ucwuptgg 523 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 523 15 a a DT cord-317465-ucwuptgg 523 16 license license NN cord-317465-ucwuptgg 523 17 to to TO cord-317465-ucwuptgg 523 18 display display VB cord-317465-ucwuptgg 523 19 the the DT cord-317465-ucwuptgg 523 20 preprint preprint NN cord-317465-ucwuptgg 523 21 in in IN cord-317465-ucwuptgg 523 22 perpetuity perpetuity NN cord-317465-ucwuptgg 523 23 . . . cord-317465-ucwuptgg 524 1 is be VBZ cord-317465-ucwuptgg 524 2 the the DT cord-317465-ucwuptgg 524 3 The the DT cord-317465-ucwuptgg 524 4 copyright copyright NN cord-317465-ucwuptgg 524 5 holder holder NN cord-317465-ucwuptgg 524 6 for for IN cord-317465-ucwuptgg 524 7 this this DT cord-317465-ucwuptgg 524 8 preprint preprint NN cord-317465-ucwuptgg 524 9 ( ( -LRB- cord-317465-ucwuptgg 524 10 6 6 CD cord-317465-ucwuptgg 524 11 ) ) -RRB- cord-317465-ucwuptgg 524 12 . . . cord-317465-ucwuptgg 525 1 We -PRON- PRP cord-317465-ucwuptgg 525 2 add add VBP cord-317465-ucwuptgg 525 3 spline spline NN cord-317465-ucwuptgg 525 4 smoothing smooth VBG cord-317465-ucwuptgg 525 5 fit fit JJ cord-317465-ucwuptgg 525 6 curves curve NNS cord-317465-ucwuptgg 525 7 using use VBG cord-317465-ucwuptgg 525 8 the the DT cord-317465-ucwuptgg 525 9 rcspline rcspline NN cord-317465-ucwuptgg 525 10 function function NN cord-317465-ucwuptgg 525 11 and and CC cord-317465-ucwuptgg 525 12 plot plot VB cord-317465-ucwuptgg 525 13 the the DT cord-317465-ucwuptgg 525 14 95 95 CD cord-317465-ucwuptgg 525 15 % % NN cord-317465-ucwuptgg 525 16 confidence confidence NN cord-317465-ucwuptgg 525 17 intervals interval NNS cord-317465-ucwuptgg 525 18 ( ( -LRB- cord-317465-ucwuptgg 525 19 the the DT cord-317465-ucwuptgg 525 20 vertical vertical JJ cord-317465-ucwuptgg 525 21 green green JJ cord-317465-ucwuptgg 525 22 whiskers whisker NNS cord-317465-ucwuptgg 525 23 ) ) -RRB- cord-317465-ucwuptgg 525 24 . . . cord-317465-ucwuptgg 525 25 . . . cord-317465-ucwuptgg 526 1 It -PRON- PRP cord-317465-ucwuptgg 526 2 is be VBZ cord-317465-ucwuptgg 526 3 made make VBN cord-317465-ucwuptgg 526 4 available available JJ cord-317465-ucwuptgg 526 5 under under IN cord-317465-ucwuptgg 526 6 a a DT cord-317465-ucwuptgg 526 7 author author NN cord-317465-ucwuptgg 526 8 / / SYM cord-317465-ucwuptgg 526 9 funder funder NN cord-317465-ucwuptgg 526 10 , , , cord-317465-ucwuptgg 526 11 who who WP cord-317465-ucwuptgg 526 12 has have VBZ cord-317465-ucwuptgg 526 13 granted grant VBN cord-317465-ucwuptgg 526 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 526 15 a a DT cord-317465-ucwuptgg 526 16 license license NN cord-317465-ucwuptgg 526 17 to to TO cord-317465-ucwuptgg 526 18 display display VB cord-317465-ucwuptgg 526 19 the the DT cord-317465-ucwuptgg 526 20 preprint preprint NN cord-317465-ucwuptgg 526 21 in in IN cord-317465-ucwuptgg 526 22 perpetuity perpetuity NN cord-317465-ucwuptgg 526 23 . . . cord-317465-ucwuptgg 527 1 is be VBZ cord-317465-ucwuptgg 527 2 the the DT cord-317465-ucwuptgg 527 3 The the DT cord-317465-ucwuptgg 527 4 copyright copyright NN cord-317465-ucwuptgg 527 5 holder holder NN cord-317465-ucwuptgg 527 6 for for IN cord-317465-ucwuptgg 527 7 this this DT cord-317465-ucwuptgg 527 8 preprint preprint NN cord-317465-ucwuptgg 527 9 Notes note NNS cord-317465-ucwuptgg 527 10 : : : cord-317465-ucwuptgg 528 1 This this DT cord-317465-ucwuptgg 528 2 table table NN cord-317465-ucwuptgg 528 3 provides provide VBZ cord-317465-ucwuptgg 528 4 summary summary NN cord-317465-ucwuptgg 528 5 statistics statistic NNS cord-317465-ucwuptgg 528 6 on on IN cord-317465-ucwuptgg 528 7 the the DT cord-317465-ucwuptgg 528 8 count count NN cord-317465-ucwuptgg 528 9 of of IN cord-317465-ucwuptgg 528 10 total total JJ cord-317465-ucwuptgg 528 11 confirmed confirm VBN cord-317465-ucwuptgg 528 12 cases case NNS cord-317465-ucwuptgg 528 13 as as IN cord-317465-ucwuptgg 528 14 of of IN cord-317465-ucwuptgg 528 15 February February NNP cord-317465-ucwuptgg 528 16 2 2 CD cord-317465-ucwuptgg 528 17 , , , cord-317465-ucwuptgg 528 18 2020 2020 CD cord-317465-ucwuptgg 528 19 , , , cord-317465-ucwuptgg 528 20 and and CC cord-317465-ucwuptgg 528 21 on on IN cord-317465-ucwuptgg 528 22 daily daily JJ cord-317465-ucwuptgg 528 23 average average JJ cord-317465-ucwuptgg 528 24 population population NN cord-317465-ucwuptgg 528 25 inflow inflow NN cord-317465-ucwuptgg 528 26 , , , cord-317465-ucwuptgg 528 27 outflow outflow NN cord-317465-ucwuptgg 528 28 , , , cord-317465-ucwuptgg 528 29 and and CC cord-317465-ucwuptgg 528 30 within within IN cord-317465-ucwuptgg 528 31 - - HYPH cord-317465-ucwuptgg 528 32 city city NN cord-317465-ucwuptgg 528 33 flow flow NN cord-317465-ucwuptgg 528 34 between between IN cord-317465-ucwuptgg 528 35 January January NNP cord-317465-ucwuptgg 528 36 12 12 CD cord-317465-ucwuptgg 528 37 and and CC cord-317465-ucwuptgg 528 38 March March NNP cord-317465-ucwuptgg 528 39 12 12 CD cord-317465-ucwuptgg 528 40 in in IN cord-317465-ucwuptgg 528 41 2019 2019 CD cord-317465-ucwuptgg 528 42 , , , cord-317465-ucwuptgg 528 43 and and CC cord-317465-ucwuptgg 528 44 on on IN cord-317465-ucwuptgg 528 45 permanent permanent JJ cord-317465-ucwuptgg 528 46 population population NN cord-317465-ucwuptgg 528 47 GDP gdp NN cord-317465-ucwuptgg 528 48 as as IN cord-317465-ucwuptgg 528 49 of of IN cord-317465-ucwuptgg 528 50 December December NNP cord-317465-ucwuptgg 528 51 2019 2019 CD cord-317465-ucwuptgg 528 52 , , , cord-317465-ucwuptgg 528 53 for for IN cord-317465-ucwuptgg 528 54 cities city NNS cord-317465-ucwuptgg 528 55 with with IN cord-317465-ucwuptgg 528 56 different different JJ cord-317465-ucwuptgg 528 57 level level NN cord-317465-ucwuptgg 528 58 of of IN cord-317465-ucwuptgg 528 59 controls control NNS cord-317465-ucwuptgg 528 60 . . . cord-317465-ucwuptgg 528 61 . . . cord-317465-ucwuptgg 529 1 It -PRON- PRP cord-317465-ucwuptgg 529 2 is be VBZ cord-317465-ucwuptgg 529 3 made make VBN cord-317465-ucwuptgg 529 4 available available JJ cord-317465-ucwuptgg 529 5 under under IN cord-317465-ucwuptgg 529 6 a a DT cord-317465-ucwuptgg 529 7 author author NN cord-317465-ucwuptgg 529 8 / / SYM cord-317465-ucwuptgg 529 9 funder funder NN cord-317465-ucwuptgg 529 10 , , , cord-317465-ucwuptgg 529 11 who who WP cord-317465-ucwuptgg 529 12 has have VBZ cord-317465-ucwuptgg 529 13 granted grant VBN cord-317465-ucwuptgg 529 14 medRxiv medRxiv NNS cord-317465-ucwuptgg 529 15 a a DT cord-317465-ucwuptgg 529 16 license license NN cord-317465-ucwuptgg 529 17 to to TO cord-317465-ucwuptgg 529 18 display display VB cord-317465-ucwuptgg 529 19 the the DT cord-317465-ucwuptgg 529 20 preprint preprint NN cord-317465-ucwuptgg 529 21 in in IN cord-317465-ucwuptgg 529 22 perpetuity perpetuity NN cord-317465-ucwuptgg 529 23 . . . cord-317465-ucwuptgg 530 1 is be VBZ cord-317465-ucwuptgg 530 2 the the DT cord-317465-ucwuptgg 530 3 The the DT cord-317465-ucwuptgg 530 4 copyright copyright NN cord-317465-ucwuptgg 530 5 holder holder NN cord-317465-ucwuptgg 530 6 for for IN cord-317465-ucwuptgg 530 7 this this DT cord-317465-ucwuptgg 530 8 preprint preprint NN cord-317465-ucwuptgg 530 9 _SP cord-317465-ucwuptgg 530 10 Human human JJ cord-317465-ucwuptgg 530 11 mobility mobility NN cord-317465-ucwuptgg 530 12 networks network NNS cord-317465-ucwuptgg 530 13 , , , cord-317465-ucwuptgg 530 14 travel travel NN cord-317465-ucwuptgg 530 15 restrictions restriction NNS cord-317465-ucwuptgg 530 16 , , , cord-317465-ucwuptgg 530 17 and and CC cord-317465-ucwuptgg 530 18 the the DT cord-317465-ucwuptgg 530 19 global global JJ cord-317465-ucwuptgg 530 20 spread spread NN cord-317465-ucwuptgg 530 21 of of IN cord-317465-ucwuptgg 530 22 2009 2009 CD cord-317465-ucwuptgg 530 23 h1n1 h1n1 NNP cord-317465-ucwuptgg 530 24 pandemic pandemic NNP cord-317465-ucwuptgg 531 1 A a DT cord-317465-ucwuptgg 531 2 familial familial JJ cord-317465-ucwuptgg 531 3 cluster cluster NN cord-317465-ucwuptgg 531 4 of of IN cord-317465-ucwuptgg 531 5 pneumonia pneumonia NN cord-317465-ucwuptgg 531 6 associated associate VBN cord-317465-ucwuptgg 531 7 with with IN cord-317465-ucwuptgg 531 8 the the DT cord-317465-ucwuptgg 531 9 2019 2019 CD cord-317465-ucwuptgg 531 10 novel novel NN cord-317465-ucwuptgg 531 11 coronavirus coronavirus NN cord-317465-ucwuptgg 531 12 indicating indicate VBG cord-317465-ucwuptgg 531 13 person person NN cord-317465-ucwuptgg 531 14 - - HYPH cord-317465-ucwuptgg 531 15 to to IN cord-317465-ucwuptgg 531 16 - - HYPH cord-317465-ucwuptgg 531 17 person person NN cord-317465-ucwuptgg 531 18 transmission transmission NN cord-317465-ucwuptgg 531 19 : : : cord-317465-ucwuptgg 531 20 a a DT cord-317465-ucwuptgg 531 21 study study NN cord-317465-ucwuptgg 531 22 of of IN cord-317465-ucwuptgg 531 23 a a DT cord-317465-ucwuptgg 531 24 family family NN cord-317465-ucwuptgg 531 25 cluster cluster NN cord-317465-ucwuptgg 531 26 Human human JJ cord-317465-ucwuptgg 531 27 mobility mobility NN cord-317465-ucwuptgg 531 28 and and CC cord-317465-ucwuptgg 531 29 the the DT cord-317465-ucwuptgg 531 30 spatial spatial JJ cord-317465-ucwuptgg 531 31 transmission transmission NN cord-317465-ucwuptgg 531 32 of of IN cord-317465-ucwuptgg 531 33 influenza influenza NN cord-317465-ucwuptgg 531 34 in in IN cord-317465-ucwuptgg 531 35 the the DT cord-317465-ucwuptgg 531 36 united united NNP cord-317465-ucwuptgg 531 37 states states NNP cord-317465-ucwuptgg 532 1 The the DT cord-317465-ucwuptgg 532 2 effect effect NN cord-317465-ucwuptgg 532 3 of of IN cord-317465-ucwuptgg 532 4 travel travel NN cord-317465-ucwuptgg 532 5 restrictions restriction NNS cord-317465-ucwuptgg 532 6 on on IN cord-317465-ucwuptgg 532 7 the the DT cord-317465-ucwuptgg 532 8 spread spread NN cord-317465-ucwuptgg 532 9 of of IN cord-317465-ucwuptgg 532 10 the the DT cord-317465-ucwuptgg 532 11 2019 2019 CD cord-317465-ucwuptgg 532 12 novel novel NN cord-317465-ucwuptgg 532 13 coronavirus coronavirus NN cord-317465-ucwuptgg 532 14 Strategies strategy NNS cord-317465-ucwuptgg 532 15 for for IN cord-317465-ucwuptgg 532 16 mitigating mitigate VBG cord-317465-ucwuptgg 532 17 an an DT cord-317465-ucwuptgg 532 18 influenza influenza NN cord-317465-ucwuptgg 532 19 pandemic pandemic NN cord-317465-ucwuptgg 532 20 Natural natural JJ cord-317465-ucwuptgg 532 21 disasters disaster NNS cord-317465-ucwuptgg 532 22 and and CC cord-317465-ucwuptgg 532 23 population population NN cord-317465-ucwuptgg 532 24 mobility mobility NN cord-317465-ucwuptgg 532 25 in in IN cord-317465-ucwuptgg 532 26 bangladesh bangladesh NNP cord-317465-ucwuptgg 532 27 Will Will MD cord-317465-ucwuptgg 532 28 travel travel VB cord-317465-ucwuptgg 532 29 restrictions restriction NNS cord-317465-ucwuptgg 532 30 control control VB cord-317465-ucwuptgg 532 31 the the DT cord-317465-ucwuptgg 532 32 international international JJ cord-317465-ucwuptgg 532 33 spread spread NN cord-317465-ucwuptgg 532 34 of of IN cord-317465-ucwuptgg 532 35 pandemic pandemic NN cord-317465-ucwuptgg 532 36 influenza influenza NN cord-317465-ucwuptgg 532 37 Clinical clinical JJ cord-317465-ucwuptgg 532 38 features feature NNS cord-317465-ucwuptgg 532 39 of of IN cord-317465-ucwuptgg 532 40 patients patient NNS cord-317465-ucwuptgg 532 41 infected infect VBN cord-317465-ucwuptgg 532 42 with with IN cord-317465-ucwuptgg 532 43 2019 2019 CD cord-317465-ucwuptgg 532 44 novel novel JJ cord-317465-ucwuptgg 532 45 coronavirus coronavirus NN cord-317465-ucwuptgg 532 46 in in IN cord-317465-ucwuptgg 532 47 wuhan wuhan NNP cord-317465-ucwuptgg 532 48 , , , cord-317465-ucwuptgg 532 49 china china NNP cord-317465-ucwuptgg 532 50 Effect Effect NNP cord-317465-ucwuptgg 532 51 of of IN cord-317465-ucwuptgg 532 52 non non JJ cord-317465-ucwuptgg 532 53 - - JJ cord-317465-ucwuptgg 532 54 pharmaceutical pharmaceutical JJ cord-317465-ucwuptgg 532 55 interventions intervention NNS cord-317465-ucwuptgg 532 56 for for IN cord-317465-ucwuptgg 532 57 containing contain VBG cord-317465-ucwuptgg 532 58 the the DT cord-317465-ucwuptgg 532 59 covid-19 covid-19 CD cord-317465-ucwuptgg 532 60 outbreak outbreak NN cord-317465-ucwuptgg 532 61 in in IN cord-317465-ucwuptgg 532 62 china china NNP cord-317465-ucwuptgg 533 1 The the DT cord-317465-ucwuptgg 533 2 incubation incubation NN cord-317465-ucwuptgg 533 3 period period NN cord-317465-ucwuptgg 533 4 of of IN cord-317465-ucwuptgg 533 5 coronavirus coronavirus NN cord-317465-ucwuptgg 533 6 disease disease NN cord-317465-ucwuptgg 533 7 2019 2019 CD cord-317465-ucwuptgg 533 8 ( ( -LRB- cord-317465-ucwuptgg 533 9 covid-19 covid-19 NNP cord-317465-ucwuptgg 533 10 ) ) -RRB- cord-317465-ucwuptgg 533 11 from from IN cord-317465-ucwuptgg 533 12 publicly publicly RB cord-317465-ucwuptgg 533 13 reported report VBN cord-317465-ucwuptgg 533 14 confirmed confirm VBN cord-317465-ucwuptgg 533 15 cases case NNS cord-317465-ucwuptgg 533 16 : : : cord-317465-ucwuptgg 534 1 Estimation estimation NN cord-317465-ucwuptgg 534 2 and and CC cord-317465-ucwuptgg 534 3 application application VB cord-317465-ucwuptgg 534 4 Substantial substantial JJ cord-317465-ucwuptgg 534 5 undocumented undocumented JJ cord-317465-ucwuptgg 534 6 infection infection NN cord-317465-ucwuptgg 534 7 facilitates facilitate VBZ cord-317465-ucwuptgg 534 8 the the DT cord-317465-ucwuptgg 534 9 rapid rapid JJ cord-317465-ucwuptgg 534 10 dissemination dissemination NN cord-317465-ucwuptgg 534 11 of of IN cord-317465-ucwuptgg 534 12 novel novel JJ cord-317465-ucwuptgg 534 13 coronavirus coronavirus NN cord-317465-ucwuptgg 534 14 ( ( -LRB- cord-317465-ucwuptgg 534 15 sars sars NNP cord-317465-ucwuptgg 534 16 - - HYPH cord-317465-ucwuptgg 534 17 cov2 cov2 NNP cord-317465-ucwuptgg 534 18 ) ) -RRB- cord-317465-ucwuptgg 535 1 The the DT cord-317465-ucwuptgg 535 2 reproductive reproductive JJ cord-317465-ucwuptgg 535 3 number number NN cord-317465-ucwuptgg 535 4 of of IN cord-317465-ucwuptgg 535 5 covid-19 covid-19 NNP cord-317465-ucwuptgg 535 6 is be VBZ cord-317465-ucwuptgg 535 7 higher high JJR cord-317465-ucwuptgg 535 8 compared compare VBN cord-317465-ucwuptgg 535 9 to to IN cord-317465-ucwuptgg 535 10 sars sars NNP cord-317465-ucwuptgg 535 11 coronavirus coronavirus NN cord-317465-ucwuptgg 535 12 Predictability Predictability NNP cord-317465-ucwuptgg 535 13 of of IN cord-317465-ucwuptgg 535 14 population population NN cord-317465-ucwuptgg 535 15 displacement displacement NN cord-317465-ucwuptgg 535 16 after after IN cord-317465-ucwuptgg 535 17 the the DT cord-317465-ucwuptgg 535 18 2010 2010 CD cord-317465-ucwuptgg 535 19 haiti haiti NNP cord-317465-ucwuptgg 535 20 earthquake earthquake NN cord-317465-ucwuptgg 535 21 Networks Networks NNPS cord-317465-ucwuptgg 535 22 in in IN cord-317465-ucwuptgg 535 23 the the DT cord-317465-ucwuptgg 535 24 modern modern JJ cord-317465-ucwuptgg 535 25 economy economy NN cord-317465-ucwuptgg 535 26 : : : cord-317465-ucwuptgg 535 27 Mexican mexican JJ cord-317465-ucwuptgg 535 28 migrants migrant NNS cord-317465-ucwuptgg 535 29 in in IN cord-317465-ucwuptgg 535 30 the the DT cord-317465-ucwuptgg 535 31 us us NNP cord-317465-ucwuptgg 535 32 labor labor NN cord-317465-ucwuptgg 535 33 market market NN cord-317465-ucwuptgg 535 34 Impacts impact NNS cord-317465-ucwuptgg 535 35 of of IN cord-317465-ucwuptgg 535 36 social social JJ cord-317465-ucwuptgg 535 37 and and CC cord-317465-ucwuptgg 535 38 economic economic JJ cord-317465-ucwuptgg 535 39 factors factor NNS cord-317465-ucwuptgg 535 40 on on IN cord-317465-ucwuptgg 535 41 the the DT cord-317465-ucwuptgg 535 42 transmission transmission NN cord-317465-ucwuptgg 535 43 of of IN cord-317465-ucwuptgg 535 44 coronavirus coronavirus NN cord-317465-ucwuptgg 535 45 disease disease NN cord-317465-ucwuptgg 535 46 ( ( -LRB- cord-317465-ucwuptgg 535 47 covid-19 covid-19 NNP cord-317465-ucwuptgg 535 48 ) ) -RRB- cord-317465-ucwuptgg 535 49 in in IN cord-317465-ucwuptgg 535 50 china china NNP cord-317465-ucwuptgg 535 51 Patterns Patterns NNPS cord-317465-ucwuptgg 535 52 and and CC cord-317465-ucwuptgg 535 53 limitations limitation NNS cord-317465-ucwuptgg 535 54 of of IN cord-317465-ucwuptgg 535 55 urban urban JJ cord-317465-ucwuptgg 535 56 human human JJ cord-317465-ucwuptgg 535 57 mobility mobility NN cord-317465-ucwuptgg 535 58 resilience resilience NN cord-317465-ucwuptgg 535 59 under under IN cord-317465-ucwuptgg 535 60 the the DT cord-317465-ucwuptgg 535 61 influence influence NN cord-317465-ucwuptgg 535 62 of of IN cord-317465-ucwuptgg 535 63 multiple multiple JJ cord-317465-ucwuptgg 535 64 types type NNS cord-317465-ucwuptgg 535 65 of of IN cord-317465-ucwuptgg 535 66 natural natural JJ cord-317465-ucwuptgg 535 67 disaster disaster NN cord-317465-ucwuptgg 535 68 Consensus Consensus NNP cord-317465-ucwuptgg 535 69 document document NN cord-317465-ucwuptgg 535 70 on on IN cord-317465-ucwuptgg 535 71 the the DT cord-317465-ucwuptgg 535 72 epidemiology epidemiology NN cord-317465-ucwuptgg 535 73 of of IN cord-317465-ucwuptgg 535 74 severe severe JJ cord-317465-ucwuptgg 535 75 acute acute JJ cord-317465-ucwuptgg 535 76 respiratory respiratory JJ cord-317465-ucwuptgg 535 77 syndrome syndrome NN cord-317465-ucwuptgg 535 78 ( ( -LRB- cord-317465-ucwuptgg 535 79 sars sars NNP cord-317465-ucwuptgg 535 80 ) ) -RRB- cord-317465-ucwuptgg 535 81 which which WDT cord-317465-ucwuptgg 535 82 means mean VBZ cord-317465-ucwuptgg 535 83 all all DT cord-317465-ucwuptgg 535 84 public public JJ cord-317465-ucwuptgg 535 85 transport transport NN cord-317465-ucwuptgg 535 86 and and CC cord-317465-ucwuptgg 535 87 private private JJ cord-317465-ucwuptgg 535 88 vehicles vehicle NNS cord-317465-ucwuptgg 535 89 are be VBP cord-317465-ucwuptgg 535 90 banned ban VBN cord-317465-ucwuptgg 535 91 in in IN cord-317465-ucwuptgg 535 92 the the DT cord-317465-ucwuptgg 535 93 city city NN cord-317465-ucwuptgg 535 94 , , , cord-317465-ucwuptgg 535 95 all all DT cord-317465-ucwuptgg 535 96 residential residential JJ cord-317465-ucwuptgg 535 97 buildings building NNS cord-317465-ucwuptgg 535 98 are be VBP cord-317465-ucwuptgg 535 99 locked lock VBN cord-317465-ucwuptgg 535 100 down down RP cord-317465-ucwuptgg 535 101 , , , cord-317465-ucwuptgg 535 102 and and CC cord-317465-ucwuptgg 535 103 residents resident NNS cord-317465-ucwuptgg 535 104 are be VBP cord-317465-ucwuptgg 535 105 not not RB cord-317465-ucwuptgg 535 106 allowed allow VBN cord-317465-ucwuptgg 535 107 to to TO cord-317465-ucwuptgg 535 108 leave leave VB cord-317465-ucwuptgg 535 109 the the DT cord-317465-ucwuptgg 535 110 city city NN cord-317465-ucwuptgg 535 111 . . . cord-317465-ucwuptgg 536 1 Cities city NNS cord-317465-ucwuptgg 536 2 in in IN cord-317465-ucwuptgg 536 3 Panel Panel NNP cord-317465-ucwuptgg 536 4 B B NNP cord-317465-ucwuptgg 536 5 are be VBP cord-317465-ucwuptgg 536 6 under under IN cord-317465-ucwuptgg 536 7 partial partial JJ cord-317465-ucwuptgg 536 8 lockdown lockdown NN cord-317465-ucwuptgg 536 9 , , , cord-317465-ucwuptgg 536 10 majority majority NN cord-317465-ucwuptgg 536 11 of of IN cord-317465-ucwuptgg 536 12 the the DT cord-317465-ucwuptgg 536 13 public public JJ cord-317465-ucwuptgg 536 14 transportation transportation NN cord-317465-ucwuptgg 536 15 has have VBZ cord-317465-ucwuptgg 536 16 been be VBN cord-317465-ucwuptgg 536 17 temporarily temporarily RB cord-317465-ucwuptgg 536 18 shut shut VBN cord-317465-ucwuptgg 536 19 down down RP cord-317465-ucwuptgg 536 20 , , , cord-317465-ucwuptgg 536 21 checkpoints checkpoint NNS cord-317465-ucwuptgg 536 22 has have VBZ cord-317465-ucwuptgg 536 23 been be VBN cord-317465-ucwuptgg 536 24 set set VBN cord-317465-ucwuptgg 536 25 up up RP cord-317465-ucwuptgg 536 26 to to TO cord-317465-ucwuptgg 536 27 control control VB cord-317465-ucwuptgg 536 28 the the DT cord-317465-ucwuptgg 536 29 inflow inflow JJ cord-317465-ucwuptgg 536 30 population population NN cord-317465-ucwuptgg 536 31 , , , cord-317465-ucwuptgg 536 32 and and CC cord-317465-ucwuptgg 536 33 surveillance surveillance NN cord-317465-ucwuptgg 536 34 and and CC cord-317465-ucwuptgg 536 35 tighter tight JJR cord-317465-ucwuptgg 536 36 controls control NNS cord-317465-ucwuptgg 536 37 in in IN cord-317465-ucwuptgg 536 38 each each DT cord-317465-ucwuptgg 536 39 neighborhood neighborhood NN cord-317465-ucwuptgg 536 40 . . . cord-317465-ucwuptgg 537 1 Cities city NNS cord-317465-ucwuptgg 537 2 in in IN cord-317465-ucwuptgg 537 3 Panel Panel NNP cord-317465-ucwuptgg 537 4 C C NNP cord-317465-ucwuptgg 537 5 set set VBD cord-317465-ucwuptgg 537 6 up up RP cord-317465-ucwuptgg 537 7 checkpoints checkpoint NNS cord-317465-ucwuptgg 537 8 and and CC cord-317465-ucwuptgg 537 9 quarantine quarantine NN cord-317465-ucwuptgg 537 10 zones zone NNS cord-317465-ucwuptgg 537 11 , , , cord-317465-ucwuptgg 537 12 and and CC cord-317465-ucwuptgg 537 13 public public JJ cord-317465-ucwuptgg 537 14 transport transport NN cord-317465-ucwuptgg 537 15 maintains maintain VBZ cord-317465-ucwuptgg 537 16 normal normal JJ cord-317465-ucwuptgg 537 17 operation operation NN cord-317465-ucwuptgg 537 18 . . .