id sid tid token lemma pos cord-218324-gqiapgiv 1 1 key key JJ cord-218324-gqiapgiv 1 2 : : : cord-218324-gqiapgiv 1 3 cord-218324-gqiapgiv cord-218324-gqiapgiv VBN cord-218324-gqiapgiv 1 4 authors author NNS cord-218324-gqiapgiv 1 5 : : : cord-218324-gqiapgiv 1 6 Dlotko Dlotko NNP cord-218324-gqiapgiv 1 7 , , , cord-218324-gqiapgiv 1 8 Pawel Pawel NNP cord-218324-gqiapgiv 1 9 ; ; : cord-218324-gqiapgiv 1 10 Rudkin Rudkin NNP cord-218324-gqiapgiv 1 11 , , , cord-218324-gqiapgiv 2 1 Simon Simon NNP cord-218324-gqiapgiv 2 2 title title NN cord-218324-gqiapgiv 2 3 : : : cord-218324-gqiapgiv 2 4 Visualising visualise VBG cord-218324-gqiapgiv 2 5 the the DT cord-218324-gqiapgiv 2 6 Evolution Evolution NNP cord-218324-gqiapgiv 2 7 of of IN cord-218324-gqiapgiv 2 8 English english JJ cord-218324-gqiapgiv 2 9 Covid-19 covid-19 NN cord-218324-gqiapgiv 2 10 Cases Cases NNPS cord-218324-gqiapgiv 2 11 with with IN cord-218324-gqiapgiv 2 12 Topological Topological NNP cord-218324-gqiapgiv 2 13 Data Data NNP cord-218324-gqiapgiv 2 14 Analysis Analysis NNP cord-218324-gqiapgiv 2 15 Ball Ball NNP cord-218324-gqiapgiv 2 16 Mapper Mapper NNP cord-218324-gqiapgiv 2 17 date date NN cord-218324-gqiapgiv 3 1 : : : cord-218324-gqiapgiv 3 2 2020 2020 CD cord-218324-gqiapgiv 3 3 - - HYPH cord-218324-gqiapgiv 3 4 04 04 CD cord-218324-gqiapgiv 3 5 - - HYPH cord-218324-gqiapgiv 3 6 07 07 CD cord-218324-gqiapgiv 3 7 journal journal NN cord-218324-gqiapgiv 3 8 : : : cord-218324-gqiapgiv 4 1 nan nan NNP cord-218324-gqiapgiv 4 2 DOI DOI NNP cord-218324-gqiapgiv 4 3 : : : cord-218324-gqiapgiv 4 4 nan nan NNP cord-218324-gqiapgiv 4 5 sha sha NNP cord-218324-gqiapgiv 4 6 : : : cord-218324-gqiapgiv 4 7 4d19ca3b426c1864ac9d5bc719e47977c352e981 4d19ca3b426c1864ac9d5bc719e47977c352e981 CD cord-218324-gqiapgiv 4 8 doc_id doc_id CD cord-218324-gqiapgiv 4 9 : : : cord-218324-gqiapgiv 4 10 218324 218324 CD cord-218324-gqiapgiv 4 11 cord_uid cord_uid NNS cord-218324-gqiapgiv 4 12 : : : cord-218324-gqiapgiv 5 1 gqiapgiv gqiapgiv NNP cord-218324-gqiapgiv 5 2 Understanding Understanding NNP cord-218324-gqiapgiv 5 3 disease disease NN cord-218324-gqiapgiv 5 4 spread spread VBD cord-218324-gqiapgiv 5 5 through through IN cord-218324-gqiapgiv 5 6 data datum NNS cord-218324-gqiapgiv 5 7 visualisation visualisation NN cord-218324-gqiapgiv 5 8 has have VBZ cord-218324-gqiapgiv 5 9 concentrated concentrate VBN cord-218324-gqiapgiv 5 10 on on IN cord-218324-gqiapgiv 5 11 trends trend NNS cord-218324-gqiapgiv 5 12 and and CC cord-218324-gqiapgiv 5 13 maps map NNS cord-218324-gqiapgiv 5 14 . . . cord-218324-gqiapgiv 6 1 Whilst whilst IN cord-218324-gqiapgiv 6 2 these these DT cord-218324-gqiapgiv 6 3 are be VBP cord-218324-gqiapgiv 6 4 helpful helpful JJ cord-218324-gqiapgiv 6 5 , , , cord-218324-gqiapgiv 6 6 they -PRON- PRP cord-218324-gqiapgiv 6 7 neglect neglect VBP cord-218324-gqiapgiv 6 8 important important JJ cord-218324-gqiapgiv 6 9 multi multi JJ cord-218324-gqiapgiv 6 10 - - JJ cord-218324-gqiapgiv 6 11 dimensional dimensional JJ cord-218324-gqiapgiv 6 12 interactions interaction NNS cord-218324-gqiapgiv 6 13 between between IN cord-218324-gqiapgiv 6 14 characteristics characteristic NNS cord-218324-gqiapgiv 6 15 of of IN cord-218324-gqiapgiv 6 16 communities community NNS cord-218324-gqiapgiv 6 17 . . . cord-218324-gqiapgiv 7 1 Using use VBG cord-218324-gqiapgiv 7 2 the the DT cord-218324-gqiapgiv 7 3 Topological Topological NNP cord-218324-gqiapgiv 7 4 Data Data NNP cord-218324-gqiapgiv 7 5 Analysis Analysis NNP cord-218324-gqiapgiv 7 6 Ball Ball NNP cord-218324-gqiapgiv 7 7 Mapper Mapper NNP cord-218324-gqiapgiv 7 8 algorithm algorithm NN cord-218324-gqiapgiv 7 9 we -PRON- PRP cord-218324-gqiapgiv 7 10 construct construct VBP cord-218324-gqiapgiv 7 11 an an DT cord-218324-gqiapgiv 7 12 abstract abstract JJ cord-218324-gqiapgiv 7 13 representation representation NN cord-218324-gqiapgiv 7 14 of of IN cord-218324-gqiapgiv 7 15 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 7 16 level level NN cord-218324-gqiapgiv 7 17 economic economic JJ cord-218324-gqiapgiv 7 18 data datum NNS cord-218324-gqiapgiv 7 19 , , , cord-218324-gqiapgiv 7 20 overlaying overlay VBG cord-218324-gqiapgiv 7 21 onto onto IN cord-218324-gqiapgiv 7 22 it -PRON- PRP cord-218324-gqiapgiv 7 23 the the DT cord-218324-gqiapgiv 7 24 confirmed confirm VBN cord-218324-gqiapgiv 7 25 cases case NNS cord-218324-gqiapgiv 7 26 of of IN cord-218324-gqiapgiv 7 27 Covid-19 covid-19 NN cord-218324-gqiapgiv 7 28 in in IN cord-218324-gqiapgiv 7 29 England England NNP cord-218324-gqiapgiv 7 30 . . . cord-218324-gqiapgiv 8 1 In in IN cord-218324-gqiapgiv 8 2 so so RB cord-218324-gqiapgiv 8 3 doing do VBG cord-218324-gqiapgiv 8 4 we -PRON- PRP cord-218324-gqiapgiv 8 5 may may MD cord-218324-gqiapgiv 8 6 understand understand VB cord-218324-gqiapgiv 8 7 how how WRB cord-218324-gqiapgiv 8 8 the the DT cord-218324-gqiapgiv 8 9 disease disease NN cord-218324-gqiapgiv 8 10 spreads spread VBZ cord-218324-gqiapgiv 8 11 on on IN cord-218324-gqiapgiv 8 12 different different JJ cord-218324-gqiapgiv 8 13 socio socio JJ cord-218324-gqiapgiv 8 14 - - HYPH cord-218324-gqiapgiv 8 15 economical economical JJ cord-218324-gqiapgiv 8 16 dimensions dimension NNS cord-218324-gqiapgiv 8 17 . . . cord-218324-gqiapgiv 9 1 It -PRON- PRP cord-218324-gqiapgiv 9 2 is be VBZ cord-218324-gqiapgiv 9 3 observed observe VBN cord-218324-gqiapgiv 9 4 that that IN cord-218324-gqiapgiv 9 5 some some DT cord-218324-gqiapgiv 9 6 areas area NNS cord-218324-gqiapgiv 9 7 of of IN cord-218324-gqiapgiv 9 8 the the DT cord-218324-gqiapgiv 9 9 characteristic characteristic JJ cord-218324-gqiapgiv 9 10 space space NN cord-218324-gqiapgiv 9 11 have have VBP cord-218324-gqiapgiv 9 12 quickly quickly RB cord-218324-gqiapgiv 9 13 raced race VBN cord-218324-gqiapgiv 9 14 to to IN cord-218324-gqiapgiv 9 15 the the DT cord-218324-gqiapgiv 9 16 highest high JJS cord-218324-gqiapgiv 9 17 levels level NNS cord-218324-gqiapgiv 9 18 of of IN cord-218324-gqiapgiv 9 19 infection infection NN cord-218324-gqiapgiv 9 20 , , , cord-218324-gqiapgiv 9 21 while while IN cord-218324-gqiapgiv 9 22 others other NNS cord-218324-gqiapgiv 9 23 close close VBP cord-218324-gqiapgiv 9 24 by by RB cord-218324-gqiapgiv 9 25 in in IN cord-218324-gqiapgiv 9 26 the the DT cord-218324-gqiapgiv 9 27 characteristic characteristic JJ cord-218324-gqiapgiv 9 28 space space NN cord-218324-gqiapgiv 9 29 , , , cord-218324-gqiapgiv 9 30 do do VBP cord-218324-gqiapgiv 9 31 not not RB cord-218324-gqiapgiv 9 32 show show VB cord-218324-gqiapgiv 9 33 large large JJ cord-218324-gqiapgiv 9 34 infection infection NN cord-218324-gqiapgiv 9 35 growth growth NN cord-218324-gqiapgiv 9 36 . . . cord-218324-gqiapgiv 10 1 Likewise likewise RB cord-218324-gqiapgiv 10 2 , , , cord-218324-gqiapgiv 10 3 we -PRON- PRP cord-218324-gqiapgiv 10 4 see see VBP cord-218324-gqiapgiv 10 5 patterns pattern NNS cord-218324-gqiapgiv 10 6 emerging emerge VBG cord-218324-gqiapgiv 10 7 in in IN cord-218324-gqiapgiv 10 8 very very RB cord-218324-gqiapgiv 10 9 different different JJ cord-218324-gqiapgiv 10 10 areas area NNS cord-218324-gqiapgiv 10 11 that that WDT cord-218324-gqiapgiv 10 12 command command VBP cord-218324-gqiapgiv 10 13 more more JJR cord-218324-gqiapgiv 10 14 monitoring monitoring NN cord-218324-gqiapgiv 10 15 . . . cord-218324-gqiapgiv 11 1 A a DT cord-218324-gqiapgiv 11 2 strong strong JJ cord-218324-gqiapgiv 11 3 contribution contribution NN cord-218324-gqiapgiv 11 4 for for IN cord-218324-gqiapgiv 11 5 Topological Topological NNP cord-218324-gqiapgiv 11 6 Data Data NNP cord-218324-gqiapgiv 11 7 Analysis Analysis NNP cord-218324-gqiapgiv 11 8 , , , cord-218324-gqiapgiv 11 9 and and CC cord-218324-gqiapgiv 11 10 the the DT cord-218324-gqiapgiv 11 11 Ball Ball NNP cord-218324-gqiapgiv 11 12 Mapper Mapper NNP cord-218324-gqiapgiv 11 13 algorithm algorithm NN cord-218324-gqiapgiv 11 14 especially especially RB cord-218324-gqiapgiv 11 15 , , , cord-218324-gqiapgiv 11 16 in in IN cord-218324-gqiapgiv 11 17 comprehending comprehend VBG cord-218324-gqiapgiv 11 18 dynamic dynamic JJ cord-218324-gqiapgiv 11 19 epidemic epidemic NN cord-218324-gqiapgiv 11 20 data data NN cord-218324-gqiapgiv 11 21 is be VBZ cord-218324-gqiapgiv 11 22 signposted signpost VBN cord-218324-gqiapgiv 11 23 . . . cord-218324-gqiapgiv 12 1 As as IN cord-218324-gqiapgiv 12 2 Covid-19 covid-19 JJ cord-218324-gqiapgiv 12 3 spreads spread VBZ cord-218324-gqiapgiv 12 4 through through IN cord-218324-gqiapgiv 12 5 the the DT cord-218324-gqiapgiv 12 6 global global JJ cord-218324-gqiapgiv 12 7 community community NN cord-218324-gqiapgiv 12 8 , , , cord-218324-gqiapgiv 12 9 the the DT cord-218324-gqiapgiv 12 10 bridge bridge NN cord-218324-gqiapgiv 12 11 between between IN cord-218324-gqiapgiv 12 12 economics economic NNS cord-218324-gqiapgiv 12 13 and and CC cord-218324-gqiapgiv 12 14 data datum NNS cord-218324-gqiapgiv 12 15 science science NN cord-218324-gqiapgiv 12 16 offers offer VBZ cord-218324-gqiapgiv 12 17 much much RB cord-218324-gqiapgiv 12 18 to to IN cord-218324-gqiapgiv 12 19 unlocking unlock VBG cord-218324-gqiapgiv 12 20 the the DT cord-218324-gqiapgiv 12 21 information information NN cord-218324-gqiapgiv 12 22 within within IN cord-218324-gqiapgiv 12 23 the the DT cord-218324-gqiapgiv 12 24 official official JJ cord-218324-gqiapgiv 12 25 statistics statistic NNS cord-218324-gqiapgiv 12 26 . . . cord-218324-gqiapgiv 13 1 Where where WRB cord-218324-gqiapgiv 13 2 summary summary NN cord-218324-gqiapgiv 13 3 statistics statistic NNS cord-218324-gqiapgiv 13 4 speak speak VBP cord-218324-gqiapgiv 13 5 of of IN cord-218324-gqiapgiv 13 6 trends trend NNS cord-218324-gqiapgiv 13 7 , , , cord-218324-gqiapgiv 13 8 and and CC cord-218324-gqiapgiv 13 9 maps map NNS cord-218324-gqiapgiv 13 10 of of IN cord-218324-gqiapgiv 13 11 cases case NNS cord-218324-gqiapgiv 13 12 help help VBP cord-218324-gqiapgiv 13 13 get get VB cord-218324-gqiapgiv 13 14 a a DT cord-218324-gqiapgiv 13 15 visual visual JJ cord-218324-gqiapgiv 13 16 handle handle NN cord-218324-gqiapgiv 13 17 on on IN cord-218324-gqiapgiv 13 18 the the DT cord-218324-gqiapgiv 13 19 spatial spatial JJ cord-218324-gqiapgiv 13 20 scale scale NN cord-218324-gqiapgiv 13 21 , , , cord-218324-gqiapgiv 13 22 Topological Topological NNP cord-218324-gqiapgiv 13 23 Data Data NNP cord-218324-gqiapgiv 13 24 Analysis Analysis NNP cord-218324-gqiapgiv 13 25 ( ( -LRB- cord-218324-gqiapgiv 13 26 TDA TDA NNP cord-218324-gqiapgiv 13 27 ) ) -RRB- cord-218324-gqiapgiv 13 28 after after IN cord-218324-gqiapgiv 13 29 Carlsson Carlsson NNP cord-218324-gqiapgiv 13 30 ( ( -LRB- cord-218324-gqiapgiv 13 31 2009 2009 CD cord-218324-gqiapgiv 13 32 ) ) -RRB- cord-218324-gqiapgiv 13 33 and and CC cord-218324-gqiapgiv 14 1 particularly particularly RB cord-218324-gqiapgiv 14 2 the the DT cord-218324-gqiapgiv 14 3 Ball Ball NNP cord-218324-gqiapgiv 14 4 Mapper mapper NN cord-218324-gqiapgiv 14 5 ( ( -LRB- cord-218324-gqiapgiv 14 6 BM BM NNP cord-218324-gqiapgiv 14 7 ) ) -RRB- cord-218324-gqiapgiv 14 8 algorithm algorithm NN cord-218324-gqiapgiv 14 9 of of IN cord-218324-gqiapgiv 14 10 D D NNP cord-218324-gqiapgiv 14 11 lotko lotko NN cord-218324-gqiapgiv 14 12 ( ( -LRB- cord-218324-gqiapgiv 14 13 2019 2019 CD cord-218324-gqiapgiv 14 14 ) ) -RRB- cord-218324-gqiapgiv 14 15 can can MD cord-218324-gqiapgiv 14 16 quickly quickly RB cord-218324-gqiapgiv 14 17 highlight highlight VB cord-218324-gqiapgiv 14 18 patterns pattern NNS cord-218324-gqiapgiv 14 19 within within IN cord-218324-gqiapgiv 14 20 the the DT cord-218324-gqiapgiv 14 21 characteristics characteristic NNS cord-218324-gqiapgiv 14 22 of of IN cord-218324-gqiapgiv 14 23 communities community NNS cord-218324-gqiapgiv 14 24 for for IN cord-218324-gqiapgiv 14 25 policy policy NN cord-218324-gqiapgiv 14 26 to to TO cord-218324-gqiapgiv 14 27 attend attend VB cord-218324-gqiapgiv 14 28 to to IN cord-218324-gqiapgiv 14 29 . . . cord-218324-gqiapgiv 15 1 This this DT cord-218324-gqiapgiv 15 2 short short JJ cord-218324-gqiapgiv 15 3 note note NN cord-218324-gqiapgiv 15 4 , , , cord-218324-gqiapgiv 15 5 firstly firstly RB cord-218324-gqiapgiv 15 6 , , , cord-218324-gqiapgiv 15 7 contributes contribute VBZ cord-218324-gqiapgiv 15 8 a a DT cord-218324-gqiapgiv 15 9 first first JJ cord-218324-gqiapgiv 15 10 look look NN cord-218324-gqiapgiv 15 11 at at IN cord-218324-gqiapgiv 15 12 how how WRB cord-218324-gqiapgiv 15 13 BM BM NNP cord-218324-gqiapgiv 15 14 produces produce VBZ cord-218324-gqiapgiv 15 15 an an DT cord-218324-gqiapgiv 15 16 abstract abstract JJ cord-218324-gqiapgiv 15 17 two two CD cord-218324-gqiapgiv 15 18 dimensional dimensional JJ cord-218324-gqiapgiv 15 19 representation representation NN cord-218324-gqiapgiv 15 20 of of IN cord-218324-gqiapgiv 15 21 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 15 22 data datum NNS cord-218324-gqiapgiv 15 23 and and CC cord-218324-gqiapgiv 15 24 how how WRB cord-218324-gqiapgiv 15 25 , , , cord-218324-gqiapgiv 15 26 by by IN cord-218324-gqiapgiv 15 27 doing do VBG cord-218324-gqiapgiv 15 28 so so RB cord-218324-gqiapgiv 15 29 , , , cord-218324-gqiapgiv 15 30 we -PRON- PRP cord-218324-gqiapgiv 15 31 can can MD cord-218324-gqiapgiv 15 32 see see VB cord-218324-gqiapgiv 15 33 where where WRB cord-218324-gqiapgiv 15 34 in in IN cord-218324-gqiapgiv 15 35 the the DT cord-218324-gqiapgiv 15 36 characteristic characteristic JJ cord-218324-gqiapgiv 15 37 space space NN cord-218324-gqiapgiv 15 38 cases case NNS cord-218324-gqiapgiv 15 39 are be VBP cord-218324-gqiapgiv 15 40 particularly particularly RB cord-218324-gqiapgiv 15 41 fast fast JJ cord-218324-gqiapgiv 15 42 rising rise VBG cord-218324-gqiapgiv 15 43 in in IN cord-218324-gqiapgiv 15 44 terms term NNS cord-218324-gqiapgiv 15 45 of of IN cord-218324-gqiapgiv 15 46 number number NN cord-218324-gqiapgiv 15 47 of of IN cord-218324-gqiapgiv 15 48 infections infection NNS cord-218324-gqiapgiv 15 49 . . . cord-218324-gqiapgiv 16 1 Whilst whilst IN cord-218324-gqiapgiv 16 2 regional regional JJ cord-218324-gqiapgiv 16 3 characteristics characteristic NNS cord-218324-gqiapgiv 16 4 are be VBP cord-218324-gqiapgiv 16 5 comparatively comparatively RB cord-218324-gqiapgiv 16 6 static static JJ cord-218324-gqiapgiv 16 7 , , , cord-218324-gqiapgiv 16 8 the the DT cord-218324-gqiapgiv 16 9 changing change VBG cord-218324-gqiapgiv 16 10 nature nature NN cord-218324-gqiapgiv 16 11 of of IN cord-218324-gqiapgiv 16 12 cases case NNS cord-218324-gqiapgiv 16 13 facilitates facilitate VBZ cord-218324-gqiapgiv 16 14 the the DT cord-218324-gqiapgiv 16 15 envisioning envisioning NN cord-218324-gqiapgiv 16 16 of of IN cord-218324-gqiapgiv 16 17 changing change VBG cord-218324-gqiapgiv 16 18 outcomes outcome NNS cord-218324-gqiapgiv 16 19 on on IN cord-218324-gqiapgiv 16 20 the the DT cord-218324-gqiapgiv 16 21 point point NN cord-218324-gqiapgiv 16 22 cloud cloud NN cord-218324-gqiapgiv 16 23 . . . cord-218324-gqiapgiv 17 1 A a DT cord-218324-gqiapgiv 17 2 second second JJ cord-218324-gqiapgiv 17 3 contribution contribution NN cord-218324-gqiapgiv 17 4 is be VBZ cord-218324-gqiapgiv 17 5 thus thus RB cord-218324-gqiapgiv 17 6 to to TO cord-218324-gqiapgiv 17 7 show show VB cord-218324-gqiapgiv 17 8 how how WRB cord-218324-gqiapgiv 17 9 the the DT cord-218324-gqiapgiv 17 10 relative relative JJ cord-218324-gqiapgiv 17 11 levels level NNS cord-218324-gqiapgiv 17 12 of of IN cord-218324-gqiapgiv 17 13 Covid-19 covid-19 NN cord-218324-gqiapgiv 17 14 are be VBP cord-218324-gqiapgiv 17 15 changing change VBG cord-218324-gqiapgiv 17 16 within within IN cord-218324-gqiapgiv 17 17 the the DT cord-218324-gqiapgiv 17 18 space space NN cord-218324-gqiapgiv 17 19 . . . cord-218324-gqiapgiv 18 1 Moreover moreover RB cord-218324-gqiapgiv 18 2 we -PRON- PRP cord-218324-gqiapgiv 18 3 bring bring VBP cord-218324-gqiapgiv 18 4 to to IN cord-218324-gqiapgiv 18 5 the the DT cord-218324-gqiapgiv 18 6 empirical empirical JJ cord-218324-gqiapgiv 18 7 economics economic NNS cord-218324-gqiapgiv 18 8 literature literature NN cord-218324-gqiapgiv 18 9 an an DT cord-218324-gqiapgiv 18 10 approach approach NN cord-218324-gqiapgiv 18 11 that that WDT cord-218324-gqiapgiv 18 12 recognises recognise VBZ cord-218324-gqiapgiv 18 13 the the DT cord-218324-gqiapgiv 18 14 outcomes outcome NNS cord-218324-gqiapgiv 18 15 we -PRON- PRP cord-218324-gqiapgiv 18 16 study study VBP cord-218324-gqiapgiv 18 17 do do VBP cord-218324-gqiapgiv 18 18 not not RB cord-218324-gqiapgiv 18 19 manifest manifest VB cord-218324-gqiapgiv 18 20 linearly linearly RB cord-218324-gqiapgiv 18 21 through through IN cord-218324-gqiapgiv 18 22 space space NN cord-218324-gqiapgiv 18 23 as as IN cord-218324-gqiapgiv 18 24 our -PRON- PRP$ cord-218324-gqiapgiv 18 25 models model NNS cord-218324-gqiapgiv 18 26 may may MD cord-218324-gqiapgiv 18 27 present present VB cord-218324-gqiapgiv 18 28 , , , cord-218324-gqiapgiv 18 29 nor nor CC cord-218324-gqiapgiv 18 30 are be VBP cord-218324-gqiapgiv 18 31 they -PRON- PRP cord-218324-gqiapgiv 18 32 organised organise VBN cord-218324-gqiapgiv 18 33 neatly neatly RB cord-218324-gqiapgiv 18 34 along along IN cord-218324-gqiapgiv 18 35 axes axis NNS cord-218324-gqiapgiv 18 36 . . . cord-218324-gqiapgiv 19 1 Interactions interaction NNS cord-218324-gqiapgiv 19 2 matter matter NN cord-218324-gqiapgiv 19 3 , , , cord-218324-gqiapgiv 19 4 location location NN cord-218324-gqiapgiv 19 5 in in IN cord-218324-gqiapgiv 19 6 the the DT cord-218324-gqiapgiv 19 7 space space NN cord-218324-gqiapgiv 19 8 is be VBZ cord-218324-gqiapgiv 19 9 important important JJ cord-218324-gqiapgiv 19 10 , , , cord-218324-gqiapgiv 19 11 and and CC cord-218324-gqiapgiv 19 12 visualising visualise VBG cord-218324-gqiapgiv 19 13 the the DT cord-218324-gqiapgiv 19 14 true true JJ cord-218324-gqiapgiv 19 15 picture picture NN cord-218324-gqiapgiv 19 16 from from IN cord-218324-gqiapgiv 19 17 our -PRON- PRP$ cord-218324-gqiapgiv 19 18 data datum NNS cord-218324-gqiapgiv 19 19 is be VBZ cord-218324-gqiapgiv 19 20 the the DT cord-218324-gqiapgiv 19 21 only only JJ cord-218324-gqiapgiv 19 22 way way NN cord-218324-gqiapgiv 19 23 to to TO cord-218324-gqiapgiv 19 24 see see VB cord-218324-gqiapgiv 19 25 and and CC cord-218324-gqiapgiv 19 26 quantify quantify VB cord-218324-gqiapgiv 19 27 what what WP cord-218324-gqiapgiv 19 28 is be VBZ cord-218324-gqiapgiv 19 29 truly truly RB cord-218324-gqiapgiv 19 30 there there RB cord-218324-gqiapgiv 19 31 . . . cord-218324-gqiapgiv 20 1 Intuition intuition NN cord-218324-gqiapgiv 20 2 for for IN cord-218324-gqiapgiv 20 3 the the DT cord-218324-gqiapgiv 20 4 BM BM NNP cord-218324-gqiapgiv 20 5 plot plot NN cord-218324-gqiapgiv 20 6 is be VBZ cord-218324-gqiapgiv 20 7 as as RB cord-218324-gqiapgiv 20 8 straightforward straightforward JJ cord-218324-gqiapgiv 20 9 as as IN cord-218324-gqiapgiv 20 10 the the DT cord-218324-gqiapgiv 20 11 wealth wealth NN cord-218324-gqiapgiv 20 12 of of IN cord-218324-gqiapgiv 20 13 information information NN cord-218324-gqiapgiv 20 14 we -PRON- PRP cord-218324-gqiapgiv 20 15 would would MD cord-218324-gqiapgiv 20 16 gain gain VB cord-218324-gqiapgiv 20 17 from from IN cord-218324-gqiapgiv 20 18 seeing see VBG cord-218324-gqiapgiv 20 19 a a DT cord-218324-gqiapgiv 20 20 two two CD cord-218324-gqiapgiv 20 21 - - HYPH cord-218324-gqiapgiv 20 22 dimensional dimensional JJ cord-218324-gqiapgiv 20 23 scatter scatter NN cord-218324-gqiapgiv 20 24 plot plot NN cord-218324-gqiapgiv 20 25 of of IN cord-218324-gqiapgiv 20 26 two two CD cord-218324-gqiapgiv 20 27 characteristics characteristic NNS cord-218324-gqiapgiv 20 28 . . . cord-218324-gqiapgiv 21 1 The the DT cord-218324-gqiapgiv 21 2 BM BM NNP cord-218324-gqiapgiv 21 3 technique technique NN cord-218324-gqiapgiv 21 4 allows allow VBZ cord-218324-gqiapgiv 21 5 us -PRON- PRP cord-218324-gqiapgiv 21 6 to to TO cord-218324-gqiapgiv 21 7 visualize visualize VB cord-218324-gqiapgiv 21 8 multiple multiple JJ cord-218324-gqiapgiv 21 9 dimensional dimensional JJ cord-218324-gqiapgiv 21 10 data datum NNS cord-218324-gqiapgiv 21 11 sets set NNS cord-218324-gqiapgiv 21 12 represented represent VBN cord-218324-gqiapgiv 21 13 in in IN cord-218324-gqiapgiv 21 14 the the DT cord-218324-gqiapgiv 21 15 form form NN cord-218324-gqiapgiv 21 16 of of IN cord-218324-gqiapgiv 21 17 point point NN cord-218324-gqiapgiv 21 18 clouds cloud NNS cord-218324-gqiapgiv 21 19 . . . cord-218324-gqiapgiv 22 1 Having have VBG cord-218324-gqiapgiv 22 2 this this DT cord-218324-gqiapgiv 22 3 helps help VBZ cord-218324-gqiapgiv 22 4 to to TO cord-218324-gqiapgiv 22 5 understand understand VB cord-218324-gqiapgiv 22 6 where where WRB cord-218324-gqiapgiv 22 7 the the DT cord-218324-gqiapgiv 22 8 considered consider VBN cord-218324-gqiapgiv 22 9 activity activity NN cord-218324-gqiapgiv 22 10 , , , cord-218324-gqiapgiv 22 11 in in IN cord-218324-gqiapgiv 22 12 this this DT cord-218324-gqiapgiv 22 13 case case NN cord-218324-gqiapgiv 22 14 the the DT cord-218324-gqiapgiv 22 15 infection infection NN cord-218324-gqiapgiv 22 16 spread spread NN cord-218324-gqiapgiv 22 17 , , , cord-218324-gqiapgiv 22 18 is be VBZ cord-218324-gqiapgiv 22 19 most most RBS cord-218324-gqiapgiv 22 20 prevalent prevalent JJ cord-218324-gqiapgiv 22 21 . . . cord-218324-gqiapgiv 23 1 As as IN cord-218324-gqiapgiv 23 2 an an DT cord-218324-gqiapgiv 23 3 observation observation NN cord-218324-gqiapgiv 23 4 has have VBZ cord-218324-gqiapgiv 23 5 a a DT cord-218324-gqiapgiv 23 6 coordinate coordinate NN cord-218324-gqiapgiv 23 7 on on IN cord-218324-gqiapgiv 23 8 a a DT cord-218324-gqiapgiv 23 9 scatter scatter NN cord-218324-gqiapgiv 23 10 plot plot NN cord-218324-gqiapgiv 23 11 so so IN cord-218324-gqiapgiv 23 12 it -PRON- PRP cord-218324-gqiapgiv 23 13 is be VBZ cord-218324-gqiapgiv 23 14 a a DT cord-218324-gqiapgiv 23 15 point point NN cord-218324-gqiapgiv 23 16 in in IN cord-218324-gqiapgiv 23 17 this this DT cord-218324-gqiapgiv 23 18 multi multi JJ cord-218324-gqiapgiv 23 19 - - JJ cord-218324-gqiapgiv 23 20 dimensional dimensional JJ cord-218324-gqiapgiv 23 21 cloud cloud NN cord-218324-gqiapgiv 23 22 . . . cord-218324-gqiapgiv 24 1 Where where WRB cord-218324-gqiapgiv 24 2 regions region NNS cord-218324-gqiapgiv 24 3 in in IN cord-218324-gqiapgiv 24 4 that that DT cord-218324-gqiapgiv 24 5 cloud cloud NN cord-218324-gqiapgiv 24 6 have have VBP cord-218324-gqiapgiv 24 7 high high JJ cord-218324-gqiapgiv 24 8 incidences incidence NNS cord-218324-gqiapgiv 24 9 of of IN cord-218324-gqiapgiv 24 10 Covid-19 covid-19 NN cord-218324-gqiapgiv 24 11 so so IN cord-218324-gqiapgiv 24 12 attention attention NN cord-218324-gqiapgiv 24 13 must must MD cord-218324-gqiapgiv 24 14 focus focus VB cord-218324-gqiapgiv 24 15 on on IN cord-218324-gqiapgiv 24 16 the the DT cord-218324-gqiapgiv 24 17 combination combination NN cord-218324-gqiapgiv 24 18 of of IN cord-218324-gqiapgiv 24 19 each each DT cord-218324-gqiapgiv 24 20 characteristic characteristic JJ cord-218324-gqiapgiv 24 21 that that WDT cord-218324-gqiapgiv 24 22 is be VBZ cord-218324-gqiapgiv 24 23 associated associate VBN cord-218324-gqiapgiv 24 24 therewith therewith RB cord-218324-gqiapgiv 24 25 ; ; : cord-218324-gqiapgiv 24 26 just just RB cord-218324-gqiapgiv 24 27 as as IN cord-218324-gqiapgiv 24 28 we -PRON- PRP cord-218324-gqiapgiv 24 29 would would MD cord-218324-gqiapgiv 24 30 look look VB cord-218324-gqiapgiv 24 31 at at IN cord-218324-gqiapgiv 24 32 whether whether IN cord-218324-gqiapgiv 24 33 high high JJ cord-218324-gqiapgiv 24 34 incidences incidence NNS cord-218324-gqiapgiv 24 35 were be VBD cord-218324-gqiapgiv 24 36 top top JJ cord-218324-gqiapgiv 24 37 left left JJ cord-218324-gqiapgiv 24 38 , , , cord-218324-gqiapgiv 24 39 top top JJ cord-218324-gqiapgiv 24 40 right right NN cord-218324-gqiapgiv 24 41 , , , cord-218324-gqiapgiv 24 42 etc etc FW cord-218324-gqiapgiv 24 43 . . . cord-218324-gqiapgiv 25 1 in in IN cord-218324-gqiapgiv 25 2 a a DT cord-218324-gqiapgiv 25 3 scatter scatter NN cord-218324-gqiapgiv 25 4 plot plot NN cord-218324-gqiapgiv 25 5 . . . cord-218324-gqiapgiv 26 1 The the DT cord-218324-gqiapgiv 26 2 dynamics dynamic NNS cord-218324-gqiapgiv 26 3 are be VBP cord-218324-gqiapgiv 26 4 thus thus RB cord-218324-gqiapgiv 26 5 quickly quickly RB cord-218324-gqiapgiv 26 6 viewed view VBN cord-218324-gqiapgiv 26 7 and and CC cord-218324-gqiapgiv 26 8 trends trend NNS cord-218324-gqiapgiv 26 9 therein therein RB cord-218324-gqiapgiv 26 10 exposited exposit VBN cord-218324-gqiapgiv 26 11 . . . cord-218324-gqiapgiv 27 1 Adda Adda NNP cord-218324-gqiapgiv 27 2 ( ( -LRB- cord-218324-gqiapgiv 27 3 2016 2016 CD cord-218324-gqiapgiv 27 4 ) ) -RRB- cord-218324-gqiapgiv 27 5 speaks speak VBZ cord-218324-gqiapgiv 27 6 much much JJ cord-218324-gqiapgiv 27 7 to to IN cord-218324-gqiapgiv 27 8 the the DT cord-218324-gqiapgiv 27 9 present present JJ cord-218324-gqiapgiv 27 10 situation situation NN cord-218324-gqiapgiv 27 11 with with IN cord-218324-gqiapgiv 27 12 Covid-19 Covid-19 NNP cord-218324-gqiapgiv 27 13 , , , cord-218324-gqiapgiv 27 14 placing place VBG cord-218324-gqiapgiv 27 15 the the DT cord-218324-gqiapgiv 27 16 spread spread NN cord-218324-gqiapgiv 27 17 of of IN cord-218324-gqiapgiv 27 18 epidemics epidemic NNS cord-218324-gqiapgiv 27 19 firmly firmly RB cord-218324-gqiapgiv 27 20 within within IN cord-218324-gqiapgiv 27 21 a a DT cord-218324-gqiapgiv 27 22 world world NN cord-218324-gqiapgiv 27 23 of of IN cord-218324-gqiapgiv 27 24 increased increase VBN cord-218324-gqiapgiv 27 25 transportation transportation NN cord-218324-gqiapgiv 27 26 and and CC cord-218324-gqiapgiv 27 27 trade trade NN cord-218324-gqiapgiv 27 28 . . . cord-218324-gqiapgiv 28 1 The the DT cord-218324-gqiapgiv 28 2 high high JJ cord-218324-gqiapgiv 28 3 frequency frequency NN cord-218324-gqiapgiv 28 4 use use NN cord-218324-gqiapgiv 28 5 of of IN cord-218324-gqiapgiv 28 6 influenza influenza NN cord-218324-gqiapgiv 28 7 data datum NNS cord-218324-gqiapgiv 28 8 in in IN cord-218324-gqiapgiv 28 9 Adda Adda NNP cord-218324-gqiapgiv 28 10 ( ( -LRB- cord-218324-gqiapgiv 28 11 2016 2016 CD cord-218324-gqiapgiv 28 12 ) ) -RRB- cord-218324-gqiapgiv 28 13 aids aid NNS cord-218324-gqiapgiv 28 14 economists economist NNS cord-218324-gqiapgiv 28 15 in in IN cord-218324-gqiapgiv 28 16 understanding understand VBG cord-218324-gqiapgiv 28 17 how how WRB cord-218324-gqiapgiv 28 18 economic economic JJ cord-218324-gqiapgiv 28 19 conditions condition NNS cord-218324-gqiapgiv 28 20 link link VBP cord-218324-gqiapgiv 28 21 to to IN cord-218324-gqiapgiv 28 22 disease disease NN cord-218324-gqiapgiv 28 23 spread spread VB cord-218324-gqiapgiv 28 24 , , , cord-218324-gqiapgiv 28 25 engaging engage VBG cord-218324-gqiapgiv 28 26 a a DT cord-218324-gqiapgiv 28 27 discussion discussion NN cord-218324-gqiapgiv 28 28 with with IN cord-218324-gqiapgiv 28 29 epidemiology epidemiology NN cord-218324-gqiapgiv 28 30 . . . cord-218324-gqiapgiv 29 1 This this DT cord-218324-gqiapgiv 29 2 contribution contribution NN cord-218324-gqiapgiv 29 3 to to IN cord-218324-gqiapgiv 29 4 the the DT cord-218324-gqiapgiv 29 5 literature literature NN cord-218324-gqiapgiv 29 6 owes owe VBZ cord-218324-gqiapgiv 29 7 much much JJ cord-218324-gqiapgiv 29 8 to to IN cord-218324-gqiapgiv 29 9 the the DT cord-218324-gqiapgiv 29 10 pioneering pioneering JJ cord-218324-gqiapgiv 29 11 work work NN cord-218324-gqiapgiv 29 12 in in IN cord-218324-gqiapgiv 29 13 combining combine VBG cord-218324-gqiapgiv 29 14 high high JJ cord-218324-gqiapgiv 29 15 , , , cord-218324-gqiapgiv 29 16 and and CC cord-218324-gqiapgiv 29 17 low low JJ cord-218324-gqiapgiv 29 18 , , , cord-218324-gqiapgiv 29 19 frequency frequency NN cord-218324-gqiapgiv 29 20 data datum NNS cord-218324-gqiapgiv 29 21 to to TO cord-218324-gqiapgiv 29 22 marry marry VB cord-218324-gqiapgiv 29 23 annually annually RB cord-218324-gqiapgiv 29 24 updated update VBN cord-218324-gqiapgiv 29 25 regional regional JJ cord-218324-gqiapgiv 29 26 characteristics characteristic NNS cord-218324-gqiapgiv 29 27 with with IN cord-218324-gqiapgiv 29 28 the the DT cord-218324-gqiapgiv 29 29 daily daily JJ cord-218324-gqiapgiv 29 30 information information NN cord-218324-gqiapgiv 29 31 on on IN cord-218324-gqiapgiv 29 32 Covid-19 covid-19 NN cord-218324-gqiapgiv 29 33 cases case NNS cord-218324-gqiapgiv 29 34 . . . cord-218324-gqiapgiv 30 1 Obtaining obtain VBG cord-218324-gqiapgiv 30 2 data datum NNS cord-218324-gqiapgiv 30 3 at at IN cord-218324-gqiapgiv 30 4 a a DT cord-218324-gqiapgiv 30 5 sufficiently sufficiently RB cord-218324-gqiapgiv 30 6 micro micro JJ cord-218324-gqiapgiv 30 7 level level NN cord-218324-gqiapgiv 30 8 for for IN cord-218324-gqiapgiv 30 9 study study NN cord-218324-gqiapgiv 30 10 in in IN cord-218324-gqiapgiv 30 11 the the DT cord-218324-gqiapgiv 30 12 UK UK NNP cord-218324-gqiapgiv 30 13 presents present VBZ cord-218324-gqiapgiv 30 14 its -PRON- PRP$ cord-218324-gqiapgiv 30 15 own own JJ cord-218324-gqiapgiv 30 16 challenges challenge NNS cord-218324-gqiapgiv 30 17 , , , cord-218324-gqiapgiv 30 18 met meet VBD cord-218324-gqiapgiv 30 19 in in IN cord-218324-gqiapgiv 30 20 this this DT cord-218324-gqiapgiv 30 21 paper paper NN cord-218324-gqiapgiv 30 22 by by IN cord-218324-gqiapgiv 30 23 the the DT cord-218324-gqiapgiv 30 24 use use NN cord-218324-gqiapgiv 30 25 of of IN cord-218324-gqiapgiv 30 26 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 30 27 level level NN cord-218324-gqiapgiv 30 28 data datum NNS cord-218324-gqiapgiv 30 29 1 1 CD cord-218324-gqiapgiv 30 30 . . . cord-218324-gqiapgiv 31 1 A a DT cord-218324-gqiapgiv 31 2 strong strong JJ cord-218324-gqiapgiv 31 3 focus focus NN cord-218324-gqiapgiv 31 4 in in IN cord-218324-gqiapgiv 31 5 the the DT cord-218324-gqiapgiv 31 6 discussion discussion NN cord-218324-gqiapgiv 31 7 of of IN cord-218324-gqiapgiv 31 8 economics economic NNS cord-218324-gqiapgiv 31 9 and and CC cord-218324-gqiapgiv 31 10 disease disease NN cord-218324-gqiapgiv 31 11 spread spread NNP cord-218324-gqiapgiv 31 12 is be VBZ cord-218324-gqiapgiv 31 13 placed place VBN cord-218324-gqiapgiv 31 14 on on IN cord-218324-gqiapgiv 31 15 employment employment NN cord-218324-gqiapgiv 31 16 , , , cord-218324-gqiapgiv 31 17 following follow VBG cord-218324-gqiapgiv 31 18 works work NNS cord-218324-gqiapgiv 31 19 on on IN cord-218324-gqiapgiv 31 20 influenza influenza NN cord-218324-gqiapgiv 31 21 by by IN cord-218324-gqiapgiv 31 22 Markowitz Markowitz NNP cord-218324-gqiapgiv 31 23 et et NNP cord-218324-gqiapgiv 31 24 al al NNP cord-218324-gqiapgiv 31 25 . . . cord-218324-gqiapgiv 32 1 ( ( -LRB- cord-218324-gqiapgiv 32 2 2019 2019 CD cord-218324-gqiapgiv 32 3 ) ) -RRB- cord-218324-gqiapgiv 32 4 and and CC cord-218324-gqiapgiv 32 5 Eichenbaum Eichenbaum NNP cord-218324-gqiapgiv 32 6 et et NNP cord-218324-gqiapgiv 32 7 al al NNP cord-218324-gqiapgiv 32 8 . . . cord-218324-gqiapgiv 33 1 ( ( -LRB- cord-218324-gqiapgiv 33 2 2020 2020 CD cord-218324-gqiapgiv 33 3 ) ) -RRB- cord-218324-gqiapgiv 33 4 . . . cord-218324-gqiapgiv 34 1 Likewise likewise RB cord-218324-gqiapgiv 34 2 there there EX cord-218324-gqiapgiv 34 3 are be VBP cord-218324-gqiapgiv 34 4 considerations consideration NNS cord-218324-gqiapgiv 34 5 of of IN cord-218324-gqiapgiv 34 6 income income NN cord-218324-gqiapgiv 34 7 , , , cord-218324-gqiapgiv 34 8 working work VBG cord-218324-gqiapgiv 34 9 patterns pattern NNS cord-218324-gqiapgiv 34 10 and and CC cord-218324-gqiapgiv 34 11 population population NN cord-218324-gqiapgiv 34 12 age age NN cord-218324-gqiapgiv 34 13 that that WDT cord-218324-gqiapgiv 34 14 can can MD cord-218324-gqiapgiv 34 15 help help VB cord-218324-gqiapgiv 34 16 understand understand VB cord-218324-gqiapgiv 34 17 spread spread VBN cord-218324-gqiapgiv 35 1 ( ( -LRB- cord-218324-gqiapgiv 35 2 Böckerman Böckerman NNP cord-218324-gqiapgiv 35 3 et et NNP cord-218324-gqiapgiv 35 4 al al NNP cord-218324-gqiapgiv 35 5 . . NNP cord-218324-gqiapgiv 35 6 , , , cord-218324-gqiapgiv 35 7 2009 2009 CD cord-218324-gqiapgiv 35 8 ; ; : cord-218324-gqiapgiv 35 9 Barnay Barnay NNP cord-218324-gqiapgiv 35 10 , , , cord-218324-gqiapgiv 35 11 2016 2016 CD cord-218324-gqiapgiv 35 12 ) ) -RRB- cord-218324-gqiapgiv 35 13 . . . cord-218324-gqiapgiv 36 1 Population population NN cord-218324-gqiapgiv 36 2 density density NN cord-218324-gqiapgiv 36 3 is be VBZ cord-218324-gqiapgiv 36 4 a a DT cord-218324-gqiapgiv 36 5 natural natural JJ cord-218324-gqiapgiv 36 6 key key NN cord-218324-gqiapgiv 36 7 to to IN cord-218324-gqiapgiv 36 8 contamination contamination NN cord-218324-gqiapgiv 36 9 rates rate NNS cord-218324-gqiapgiv 36 10 also also RB cord-218324-gqiapgiv 36 11 and and CC cord-218324-gqiapgiv 36 12 must must MD cord-218324-gqiapgiv 36 13 be be VB cord-218324-gqiapgiv 36 14 included include VBN cord-218324-gqiapgiv 36 15 ( ( -LRB- cord-218324-gqiapgiv 36 16 Jones Jones NNP cord-218324-gqiapgiv 36 17 et et NNP cord-218324-gqiapgiv 36 18 al al NNP cord-218324-gqiapgiv 36 19 . . NNP cord-218324-gqiapgiv 36 20 , , , cord-218324-gqiapgiv 36 21 2008 2008 CD cord-218324-gqiapgiv 36 22 ) ) -RRB- cord-218324-gqiapgiv 36 23 . . . cord-218324-gqiapgiv 37 1 Familiarity familiarity NN cord-218324-gqiapgiv 37 2 with with IN cord-218324-gqiapgiv 37 3 what what WP cord-218324-gqiapgiv 37 4 propagates propagate VBZ cord-218324-gqiapgiv 37 5 the the DT cord-218324-gqiapgiv 37 6 spread spread NN cord-218324-gqiapgiv 37 7 of of IN cord-218324-gqiapgiv 37 8 common common JJ cord-218324-gqiapgiv 37 9 flu flu NN cord-218324-gqiapgiv 37 10 viruses virus NNS cord-218324-gqiapgiv 37 11 gives give VBZ cord-218324-gqiapgiv 37 12 strong strong JJ cord-218324-gqiapgiv 37 13 guidance guidance NN cord-218324-gqiapgiv 37 14 to to IN cord-218324-gqiapgiv 37 15 what what WP cord-218324-gqiapgiv 37 16 may may MD cord-218324-gqiapgiv 37 17 then then RB cord-218324-gqiapgiv 37 18 drive drive VB cord-218324-gqiapgiv 37 19 the the DT cord-218324-gqiapgiv 37 20 spread spread NN cord-218324-gqiapgiv 37 21 of of IN cord-218324-gqiapgiv 37 22 Covid-19 covid-19 NN cord-218324-gqiapgiv 37 23 . . . cord-218324-gqiapgiv 38 1 This this DT cord-218324-gqiapgiv 38 2 paper paper NN cord-218324-gqiapgiv 38 3 maps map VBZ cord-218324-gqiapgiv 38 4 the the DT cord-218324-gqiapgiv 38 5 characteristics characteristic NNS cord-218324-gqiapgiv 38 6 space space NN cord-218324-gqiapgiv 38 7 for for IN cord-218324-gqiapgiv 38 8 UK UK NNP cord-218324-gqiapgiv 38 9 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 38 10 regions region NNS cord-218324-gqiapgiv 38 11 to to IN cord-218324-gqiapgiv 38 12 the the DT cord-218324-gqiapgiv 38 13 extent extent NN cord-218324-gqiapgiv 38 14 of of IN cord-218324-gqiapgiv 38 15 available available JJ cord-218324-gqiapgiv 38 16 data datum NNS cord-218324-gqiapgiv 38 17 . . . cord-218324-gqiapgiv 39 1 Early early JJ cord-218324-gqiapgiv 39 2 work work NN cord-218324-gqiapgiv 39 3 to to TO cord-218324-gqiapgiv 39 4 link link VB cord-218324-gqiapgiv 39 5 Covid-19 covid-19 NN cord-218324-gqiapgiv 39 6 to to IN cord-218324-gqiapgiv 39 7 economic economic JJ cord-218324-gqiapgiv 39 8 conditions condition NNS cord-218324-gqiapgiv 39 9 in in IN cord-218324-gqiapgiv 39 10 China China NNP cord-218324-gqiapgiv 39 11 has have VBZ cord-218324-gqiapgiv 39 12 sought seek VBN cord-218324-gqiapgiv 39 13 data datum NNS cord-218324-gqiapgiv 39 14 science science NN cord-218324-gqiapgiv 39 15 to to TO cord-218324-gqiapgiv 39 16 explain explain VB cord-218324-gqiapgiv 39 17 which which WDT cord-218324-gqiapgiv 39 18 factors factor NNS cord-218324-gqiapgiv 39 19 are be VBP cord-218324-gqiapgiv 39 20 important important JJ cord-218324-gqiapgiv 39 21 to to TO cord-218324-gqiapgiv 39 22 spread spread VB cord-218324-gqiapgiv 40 1 ( ( -LRB- cord-218324-gqiapgiv 40 2 Qiu Qiu NNP cord-218324-gqiapgiv 40 3 et et FW cord-218324-gqiapgiv 40 4 al al NNP cord-218324-gqiapgiv 40 5 . . NNP cord-218324-gqiapgiv 40 6 , , , cord-218324-gqiapgiv 40 7 2020 2020 CD cord-218324-gqiapgiv 40 8 ) ) -RRB- cord-218324-gqiapgiv 40 9 , , , cord-218324-gqiapgiv 40 10 but but CC cord-218324-gqiapgiv 40 11 such such JJ cord-218324-gqiapgiv 40 12 Machine machine NN cord-218324-gqiapgiv 40 13 Learning learning NN cord-218324-gqiapgiv 40 14 approaches approach NNS cord-218324-gqiapgiv 40 15 are be VBP cord-218324-gqiapgiv 40 16 subject subject JJ cord-218324-gqiapgiv 40 17 to to IN cord-218324-gqiapgiv 40 18 overfitting overfitte VBG cord-218324-gqiapgiv 40 19 criticisms criticism NNS cord-218324-gqiapgiv 40 20 . . . cord-218324-gqiapgiv 41 1 Unlike unlike IN cord-218324-gqiapgiv 41 2 the the DT cord-218324-gqiapgiv 41 3 " " `` cord-218324-gqiapgiv 41 4 black black JJ cord-218324-gqiapgiv 41 5 box box NN cord-218324-gqiapgiv 41 6 " " '' cord-218324-gqiapgiv 41 7 nature nature NN cord-218324-gqiapgiv 41 8 of of IN cord-218324-gqiapgiv 41 9 non non JJ cord-218324-gqiapgiv 41 10 - - JJ cord-218324-gqiapgiv 41 11 linear linear JJ cord-218324-gqiapgiv 41 12 and and CC cord-218324-gqiapgiv 41 13 deep deep JJ cord-218324-gqiapgiv 41 14 - - HYPH cord-218324-gqiapgiv 41 15 learner learner NN cord-218324-gqiapgiv 41 16 models model NNS cord-218324-gqiapgiv 41 17 , , , cord-218324-gqiapgiv 41 18 the the DT cord-218324-gqiapgiv 41 19 BM BM NNP cord-218324-gqiapgiv 41 20 approach approach NN cord-218324-gqiapgiv 41 21 here here RB cord-218324-gqiapgiv 41 22 is be VBZ cord-218324-gqiapgiv 41 23 simply simply RB cord-218324-gqiapgiv 41 24 a a DT cord-218324-gqiapgiv 41 25 representation representation NN cord-218324-gqiapgiv 41 26 of of IN cord-218324-gqiapgiv 41 27 the the DT cord-218324-gqiapgiv 41 28 data datum NNS cord-218324-gqiapgiv 41 29 that that WDT cord-218324-gqiapgiv 41 30 the the DT cord-218324-gqiapgiv 41 31 user user NN cord-218324-gqiapgiv 41 32 interprets interpret VBZ cord-218324-gqiapgiv 41 33 . . . cord-218324-gqiapgiv 42 1 There there EX cord-218324-gqiapgiv 42 2 is be VBZ cord-218324-gqiapgiv 42 3 also also RB cord-218324-gqiapgiv 42 4 much much JJ cord-218324-gqiapgiv 42 5 to to TO cord-218324-gqiapgiv 42 6 remind remind VB cord-218324-gqiapgiv 42 7 of of IN cord-218324-gqiapgiv 42 8 other other JJ cord-218324-gqiapgiv 42 9 visualisation visualisation NN cord-218324-gqiapgiv 42 10 methods method NNS cord-218324-gqiapgiv 42 11 , , , cord-218324-gqiapgiv 42 12 such such JJ cord-218324-gqiapgiv 42 13 as as IN cord-218324-gqiapgiv 42 14 t t NN cord-218324-gqiapgiv 42 15 - - HYPH cord-218324-gqiapgiv 42 16 SNE SNE NNP cord-218324-gqiapgiv 42 17 ( ( -LRB- cord-218324-gqiapgiv 42 18 Maaten Maaten NNP cord-218324-gqiapgiv 42 19 and and CC cord-218324-gqiapgiv 42 20 Hinton Hinton NNP cord-218324-gqiapgiv 42 21 , , , cord-218324-gqiapgiv 42 22 2008 2008 CD cord-218324-gqiapgiv 42 23 ) ) -RRB- cord-218324-gqiapgiv 42 24 as as IN cord-218324-gqiapgiv 42 25 endorsed endorse VBN cord-218324-gqiapgiv 42 26 recently recently RB cord-218324-gqiapgiv 42 27 in in IN cord-218324-gqiapgiv 42 28 medical medical JJ cord-218324-gqiapgiv 42 29 analysis analysis NN cord-218324-gqiapgiv 42 30 by by IN cord-218324-gqiapgiv 42 31 Linderman Linderman NNP cord-218324-gqiapgiv 42 32 et et NNP cord-218324-gqiapgiv 42 33 al al NNP cord-218324-gqiapgiv 42 34 . . . cord-218324-gqiapgiv 43 1 ( ( -LRB- cord-218324-gqiapgiv 43 2 2019 2019 CD cord-218324-gqiapgiv 43 3 ) ) -RRB- cord-218324-gqiapgiv 43 4 , , , cord-218324-gqiapgiv 43 5 and and CC cord-218324-gqiapgiv 43 6 the the DT cord-218324-gqiapgiv 43 7 original original JJ cord-218324-gqiapgiv 43 8 TDA TDA NNP cord-218324-gqiapgiv 43 9 mapper mapper NN cord-218324-gqiapgiv 43 10 algorithm algorithm NN cord-218324-gqiapgiv 43 11 of of IN cord-218324-gqiapgiv 43 12 Singh Singh NNP cord-218324-gqiapgiv 43 13 et et NNP cord-218324-gqiapgiv 43 14 al al NNP cord-218324-gqiapgiv 43 15 . . . cord-218324-gqiapgiv 44 1 ( ( -LRB- cord-218324-gqiapgiv 44 2 2007 2007 CD cord-218324-gqiapgiv 44 3 ) ) -RRB- cord-218324-gqiapgiv 44 4 . . . cord-218324-gqiapgiv 45 1 Unlike unlike IN cord-218324-gqiapgiv 45 2 these these DT cord-218324-gqiapgiv 45 3 approaches approach NNS cord-218324-gqiapgiv 45 4 BM BM NNP cord-218324-gqiapgiv 45 5 does do VBZ cord-218324-gqiapgiv 45 6 not not RB cord-218324-gqiapgiv 45 7 require require VB cord-218324-gqiapgiv 45 8 the the DT cord-218324-gqiapgiv 45 9 construction construction NN cord-218324-gqiapgiv 45 10 of of IN cord-218324-gqiapgiv 45 11 a a DT cord-218324-gqiapgiv 45 12 full full JJ cord-218324-gqiapgiv 45 13 distance distance NN cord-218324-gqiapgiv 45 14 matrix matrix NN cord-218324-gqiapgiv 45 15 between between IN cord-218324-gqiapgiv 45 16 points point NNS cord-218324-gqiapgiv 45 17 as as IN cord-218324-gqiapgiv 45 18 t t NNP cord-218324-gqiapgiv 45 19 - - HYPH cord-218324-gqiapgiv 45 20 SNE SNE NNP cord-218324-gqiapgiv 45 21 does do VBZ cord-218324-gqiapgiv 45 22 , , , cord-218324-gqiapgiv 45 23 and and CC cord-218324-gqiapgiv 45 24 is be VBZ cord-218324-gqiapgiv 45 25 more more RBR cord-218324-gqiapgiv 45 26 stable stable JJ cord-218324-gqiapgiv 45 27 than than IN cord-218324-gqiapgiv 45 28 the the DT cord-218324-gqiapgiv 45 29 original original JJ cord-218324-gqiapgiv 45 30 mapper mapper NN cord-218324-gqiapgiv 45 31 as as IN cord-218324-gqiapgiv 45 32 BM BM NNP cord-218324-gqiapgiv 45 33 has have VBZ cord-218324-gqiapgiv 45 34 just just RB cord-218324-gqiapgiv 45 35 one one CD cord-218324-gqiapgiv 45 36 parameter parameter NN cord-218324-gqiapgiv 45 37 and and CC cord-218324-gqiapgiv 45 38 no no DT cord-218324-gqiapgiv 45 39 functional functional JJ cord-218324-gqiapgiv 45 40 choices choice NNS cord-218324-gqiapgiv 45 41 . . . cord-218324-gqiapgiv 46 1 Consequently consequently RB cord-218324-gqiapgiv 46 2 the the DT cord-218324-gqiapgiv 46 3 insight insight NN cord-218324-gqiapgiv 46 4 gained gain VBD cord-218324-gqiapgiv 46 5 into into IN cord-218324-gqiapgiv 46 6 economics economic NNS cord-218324-gqiapgiv 46 7 and and CC cord-218324-gqiapgiv 46 8 the the DT cord-218324-gqiapgiv 46 9 spread spread NN cord-218324-gqiapgiv 46 10 of of IN cord-218324-gqiapgiv 46 11 disease disease NN cord-218324-gqiapgiv 46 12 from from IN cord-218324-gqiapgiv 46 13 this this DT cord-218324-gqiapgiv 46 14 paper paper NN cord-218324-gqiapgiv 46 15 have have VBP cord-218324-gqiapgiv 46 16 full full JJ cord-218324-gqiapgiv 46 17 transparency transparency NN cord-218324-gqiapgiv 46 18 . . . cord-218324-gqiapgiv 47 1 In in IN cord-218324-gqiapgiv 47 2 what what WP cord-218324-gqiapgiv 47 3 follows follow VBZ cord-218324-gqiapgiv 47 4 we -PRON- PRP cord-218324-gqiapgiv 47 5 take take VBP cord-218324-gqiapgiv 47 6 the the DT cord-218324-gqiapgiv 47 7 learning learning NN cord-218324-gqiapgiv 47 8 from from IN cord-218324-gqiapgiv 47 9 past past JJ cord-218324-gqiapgiv 47 10 studies study NNS cord-218324-gqiapgiv 47 11 of of IN cord-218324-gqiapgiv 47 12 disease disease NNP cord-218324-gqiapgiv 47 13 spread spread VBD cord-218324-gqiapgiv 47 14 , , , cord-218324-gqiapgiv 47 15 the the DT cord-218324-gqiapgiv 47 16 methodological methodological JJ cord-218324-gqiapgiv 47 17 advancements advancement NNS cord-218324-gqiapgiv 47 18 of of IN cord-218324-gqiapgiv 47 19 TDA TDA NNP cord-218324-gqiapgiv 47 20 and and CC cord-218324-gqiapgiv 47 21 BM BM NNP cord-218324-gqiapgiv 47 22 and and CC cord-218324-gqiapgiv 47 23 explore explore VB cord-218324-gqiapgiv 47 24 what what WP cord-218324-gqiapgiv 47 25 we -PRON- PRP cord-218324-gqiapgiv 47 26 may may MD cord-218324-gqiapgiv 47 27 learn learn VB cord-218324-gqiapgiv 47 28 from from IN cord-218324-gqiapgiv 47 29 the the DT cord-218324-gqiapgiv 47 30 evolving evolve VBG cord-218324-gqiapgiv 47 31 English english JJ cord-218324-gqiapgiv 47 32 picture picture NN cord-218324-gqiapgiv 47 33 . . . cord-218324-gqiapgiv 48 1 BM BM NNP cord-218324-gqiapgiv 48 2 is be VBZ cord-218324-gqiapgiv 48 3 a a DT cord-218324-gqiapgiv 48 4 means means NN cord-218324-gqiapgiv 48 5 of of IN cord-218324-gqiapgiv 48 6 representing represent VBG cord-218324-gqiapgiv 48 7 complex complex JJ cord-218324-gqiapgiv 48 8 and and CC cord-218324-gqiapgiv 48 9 high high JJ cord-218324-gqiapgiv 48 10 dimensional dimensional JJ cord-218324-gqiapgiv 48 11 data data NN cord-218324-gqiapgiv 48 12 sets set NNS cord-218324-gqiapgiv 48 13 as as IN cord-218324-gqiapgiv 48 14 abstract abstract JJ cord-218324-gqiapgiv 48 15 graphs graph NNS cord-218324-gqiapgiv 48 16 . . . cord-218324-gqiapgiv 49 1 After after IN cord-218324-gqiapgiv 49 2 covering cover VBG cord-218324-gqiapgiv 49 3 them -PRON- PRP cord-218324-gqiapgiv 49 4 with with IN cord-218324-gqiapgiv 49 5 a a DT cord-218324-gqiapgiv 49 6 collection collection NN cord-218324-gqiapgiv 49 7 of of IN cord-218324-gqiapgiv 49 8 balls ball NNS cord-218324-gqiapgiv 49 9 , , , cord-218324-gqiapgiv 49 10 it -PRON- PRP cord-218324-gqiapgiv 49 11 creates create VBZ cord-218324-gqiapgiv 49 12 a a DT cord-218324-gqiapgiv 49 13 visualisation visualisation NN cord-218324-gqiapgiv 49 14 of of IN cord-218324-gqiapgiv 49 15 the the DT cord-218324-gqiapgiv 49 16 considered consider VBN cord-218324-gqiapgiv 49 17 multidimensional multidimensional JJ cord-218324-gqiapgiv 49 18 phenomenon phenomenon NN cord-218324-gqiapgiv 49 19 as as IN cord-218324-gqiapgiv 49 20 an an DT cord-218324-gqiapgiv 49 21 abstract abstract JJ cord-218324-gqiapgiv 49 22 two two CD cord-218324-gqiapgiv 49 23 - - HYPH cord-218324-gqiapgiv 49 24 dimensional dimensional JJ cord-218324-gqiapgiv 49 25 form form NN cord-218324-gqiapgiv 49 26 . . . cord-218324-gqiapgiv 50 1 BM BM NNP cord-218324-gqiapgiv 50 2 graphs graph NNS cord-218324-gqiapgiv 50 3 are be VBP cord-218324-gqiapgiv 50 4 constructed construct VBN cord-218324-gqiapgiv 50 5 by by IN cord-218324-gqiapgiv 50 6 covering cover VBG cord-218324-gqiapgiv 50 7 the the DT cord-218324-gqiapgiv 50 8 considered consider VBN cord-218324-gqiapgiv 50 9 data data NN cord-218324-gqiapgiv 50 10 set set VBN cord-218324-gqiapgiv 50 11 with with IN cord-218324-gqiapgiv 50 12 a a DT cord-218324-gqiapgiv 50 13 collection collection NN cord-218324-gqiapgiv 50 14 of of IN cord-218324-gqiapgiv 50 15 overlapping overlap VBG cord-218324-gqiapgiv 50 16 balls ball NNS cord-218324-gqiapgiv 50 17 of of IN cord-218324-gqiapgiv 50 18 a a DT cord-218324-gqiapgiv 50 19 radius radius NN cord-218324-gqiapgiv 50 20 . . . cord-218324-gqiapgiv 51 1 Central central JJ cord-218324-gqiapgiv 51 2 points point NNS cord-218324-gqiapgiv 51 3 of of IN cord-218324-gqiapgiv 51 4 each each DT cord-218324-gqiapgiv 51 5 ball ball NN cord-218324-gqiapgiv 51 6 are be VBP cord-218324-gqiapgiv 51 7 referred refer VBN cord-218324-gqiapgiv 51 8 to to IN cord-218324-gqiapgiv 51 9 as as IN cord-218324-gqiapgiv 51 10 landmarks landmark NNS cord-218324-gqiapgiv 51 11 , , , cord-218324-gqiapgiv 51 12 the the DT cord-218324-gqiapgiv 51 13 number number NN cord-218324-gqiapgiv 51 14 of of IN cord-218324-gqiapgiv 51 15 landmarks landmark NNS cord-218324-gqiapgiv 51 16 being be VBG cord-218324-gqiapgiv 51 17 a a DT cord-218324-gqiapgiv 51 18 function function NN cord-218324-gqiapgiv 51 19 of of IN cord-218324-gqiapgiv 51 20 the the DT cord-218324-gqiapgiv 51 21 density density NN cord-218324-gqiapgiv 51 22 of of IN cord-218324-gqiapgiv 51 23 the the DT cord-218324-gqiapgiv 51 24 data datum NNS cord-218324-gqiapgiv 51 25 and and CC cord-218324-gqiapgiv 51 26 the the DT cord-218324-gqiapgiv 51 27 choice choice NN cord-218324-gqiapgiv 51 28 of of IN cord-218324-gqiapgiv 51 29 . . . cord-218324-gqiapgiv 52 1 Where where WRB cord-218324-gqiapgiv 52 2 there there EX cord-218324-gqiapgiv 52 3 are be VBP cord-218324-gqiapgiv 52 4 points point NNS cord-218324-gqiapgiv 52 5 in in IN cord-218324-gqiapgiv 52 6 the the DT cord-218324-gqiapgiv 52 7 intersection intersection NN cord-218324-gqiapgiv 52 8 of of IN cord-218324-gqiapgiv 52 9 two two CD cord-218324-gqiapgiv 52 10 balls ball NNS cord-218324-gqiapgiv 52 11 those those DT cord-218324-gqiapgiv 52 12 balls ball NNS cord-218324-gqiapgiv 52 13 are be VBP cord-218324-gqiapgiv 52 14 connected connect VBN cord-218324-gqiapgiv 52 15 by by IN cord-218324-gqiapgiv 52 16 an an DT cord-218324-gqiapgiv 52 17 edge edge NN cord-218324-gqiapgiv 52 18 on on IN cord-218324-gqiapgiv 52 19 the the DT cord-218324-gqiapgiv 52 20 graph graph NN cord-218324-gqiapgiv 52 21 . . . cord-218324-gqiapgiv 53 1 Numbers number NNS cord-218324-gqiapgiv 53 2 of of IN cord-218324-gqiapgiv 53 3 points point NNS cord-218324-gqiapgiv 53 4 covered cover VBN cord-218324-gqiapgiv 53 5 by by IN cord-218324-gqiapgiv 53 6 a a DT cord-218324-gqiapgiv 53 7 ball ball NN cord-218324-gqiapgiv 53 8 guide guide NN cord-218324-gqiapgiv 53 9 its -PRON- PRP$ cord-218324-gqiapgiv 53 10 size size NN cord-218324-gqiapgiv 53 11 in in IN cord-218324-gqiapgiv 53 12 the the DT cord-218324-gqiapgiv 53 13 graph graph NN cord-218324-gqiapgiv 53 14 . . . cord-218324-gqiapgiv 54 1 Consequently consequently RB cord-218324-gqiapgiv 54 2 we -PRON- PRP cord-218324-gqiapgiv 54 3 see see VBP cord-218324-gqiapgiv 54 4 the the DT cord-218324-gqiapgiv 54 5 density density NN cord-218324-gqiapgiv 54 6 of of IN cord-218324-gqiapgiv 54 7 data datum NNS cord-218324-gqiapgiv 54 8 , , , cord-218324-gqiapgiv 54 9 connectivity connectivity NN cord-218324-gqiapgiv 54 10 and and CC cord-218324-gqiapgiv 54 11 relationships relationship NNS cord-218324-gqiapgiv 54 12 between between IN cord-218324-gqiapgiv 54 13 observations observation NNS cord-218324-gqiapgiv 54 14 in in IN cord-218324-gqiapgiv 54 15 multi multi JJ cord-218324-gqiapgiv 54 16 - - JJ cord-218324-gqiapgiv 54 17 dimensional dimensional JJ cord-218324-gqiapgiv 54 18 space space NN cord-218324-gqiapgiv 54 19 . . . cord-218324-gqiapgiv 55 1 Overlaying overlay VBG cord-218324-gqiapgiv 55 2 the the DT cord-218324-gqiapgiv 55 3 BM BM NNP cord-218324-gqiapgiv 55 4 graph graph NN cord-218324-gqiapgiv 55 5 with with IN cord-218324-gqiapgiv 55 6 colour colour NN cord-218324-gqiapgiv 55 7 facilitates facilitate VBZ cord-218324-gqiapgiv 55 8 the the DT cord-218324-gqiapgiv 55 9 consideration consideration NN cord-218324-gqiapgiv 55 10 of of IN cord-218324-gqiapgiv 55 11 an an DT cord-218324-gqiapgiv 55 12 outcome outcome NN cord-218324-gqiapgiv 55 13 of of IN cord-218324-gqiapgiv 55 14 interest interest NN cord-218324-gqiapgiv 55 15 , , , cord-218324-gqiapgiv 55 16 here here RB cord-218324-gqiapgiv 55 17 the the DT cord-218324-gqiapgiv 55 18 number number NN cord-218324-gqiapgiv 55 19 of of IN cord-218324-gqiapgiv 55 20 cases case NNS cord-218324-gqiapgiv 55 21 of of IN cord-218324-gqiapgiv 55 22 Covid-19 covid-19 NN cord-218324-gqiapgiv 55 23 . . . cord-218324-gqiapgiv 56 1 By by IN cord-218324-gqiapgiv 56 2 default default VB cord-218324-gqiapgiv 56 3 the the DT cord-218324-gqiapgiv 56 4 colour colour NN cord-218324-gqiapgiv 56 5 of of IN cord-218324-gqiapgiv 56 6 a a DT cord-218324-gqiapgiv 56 7 ball ball NN cord-218324-gqiapgiv 56 8 picks pick VBZ cord-218324-gqiapgiv 56 9 up up RP cord-218324-gqiapgiv 56 10 the the DT cord-218324-gqiapgiv 56 11 average average JJ cord-218324-gqiapgiv 56 12 outcome outcome NN cord-218324-gqiapgiv 56 13 for for IN cord-218324-gqiapgiv 56 14 the the DT cord-218324-gqiapgiv 56 15 points point NNS cord-218324-gqiapgiv 56 16 within within IN cord-218324-gqiapgiv 56 17 the the DT cord-218324-gqiapgiv 56 18 ball ball NN cord-218324-gqiapgiv 56 19 , , , cord-218324-gqiapgiv 56 20 but but CC cord-218324-gqiapgiv 56 21 if if IN cord-218324-gqiapgiv 56 22 desired desire VBD cord-218324-gqiapgiv 56 23 the the DT cord-218324-gqiapgiv 56 24 colouring colouring NN cord-218324-gqiapgiv 56 25 function function NN cord-218324-gqiapgiv 56 26 may may MD cord-218324-gqiapgiv 56 27 be be VB cord-218324-gqiapgiv 56 28 altered alter VBN cord-218324-gqiapgiv 56 29 by by IN cord-218324-gqiapgiv 56 30 the the DT cord-218324-gqiapgiv 56 31 user user NN cord-218324-gqiapgiv 56 32 . . . cord-218324-gqiapgiv 57 1 As as IN cord-218324-gqiapgiv 57 2 implemented implement VBN cord-218324-gqiapgiv 57 3 in in IN cord-218324-gqiapgiv 57 4 the the DT cord-218324-gqiapgiv 57 5 Ball Ball NNP cord-218324-gqiapgiv 57 6 Mapper Mapper NNP cord-218324-gqiapgiv 57 7 R r NN cord-218324-gqiapgiv 57 8 package package NN cord-218324-gqiapgiv 57 9 Dlotko Dlotko NNP cord-218324-gqiapgiv 57 10 ( ( -LRB- cord-218324-gqiapgiv 57 11 2019 2019 CD cord-218324-gqiapgiv 57 12 ) ) -RRB- cord-218324-gqiapgiv 58 1 a a DT cord-218324-gqiapgiv 58 2 colour colour NN cord-218324-gqiapgiv 58 3 bar bar NN cord-218324-gqiapgiv 58 4 is be VBZ cord-218324-gqiapgiv 58 5 added add VBN cord-218324-gqiapgiv 58 6 to to IN cord-218324-gqiapgiv 58 7 the the DT cord-218324-gqiapgiv 58 8 plot plot NN cord-218324-gqiapgiv 58 9 whereby whereby WRB cord-218324-gqiapgiv 58 10 the the DT cord-218324-gqiapgiv 58 11 lowest low JJS cord-218324-gqiapgiv 58 12 values value NNS cord-218324-gqiapgiv 58 13 are be VBP cord-218324-gqiapgiv 58 14 red red JJ cord-218324-gqiapgiv 58 15 and and CC cord-218324-gqiapgiv 58 16 the the DT cord-218324-gqiapgiv 58 17 highest high JJS cord-218324-gqiapgiv 58 18 are be VBP cord-218324-gqiapgiv 58 19 purple purple JJ cord-218324-gqiapgiv 58 20 . . . cord-218324-gqiapgiv 59 1 Labels label NNS cord-218324-gqiapgiv 59 2 on on IN cord-218324-gqiapgiv 59 3 the the DT cord-218324-gqiapgiv 59 4 bar bar NN cord-218324-gqiapgiv 59 5 direct direct JJ cord-218324-gqiapgiv 59 6 on on IN cord-218324-gqiapgiv 59 7 the the DT cord-218324-gqiapgiv 59 8 specific specific JJ cord-218324-gqiapgiv 59 9 meanings meaning NNS cord-218324-gqiapgiv 59 10 of of IN cord-218324-gqiapgiv 59 11 colour colour NN cord-218324-gqiapgiv 59 12 for for IN cord-218324-gqiapgiv 59 13 that that DT cord-218324-gqiapgiv 59 14 plot plot NN cord-218324-gqiapgiv 59 15 . . . cord-218324-gqiapgiv 60 1 Seeing see VBG cord-218324-gqiapgiv 60 2 pairs pair NNS cord-218324-gqiapgiv 60 3 of of IN cord-218324-gqiapgiv 60 4 connected connected JJ cord-218324-gqiapgiv 60 5 balls ball NNS cord-218324-gqiapgiv 60 6 with with IN cord-218324-gqiapgiv 60 7 very very RB cord-218324-gqiapgiv 60 8 different different JJ cord-218324-gqiapgiv 60 9 colouration colouration NN cord-218324-gqiapgiv 60 10 immediately immediately RB cord-218324-gqiapgiv 60 11 attracts attract VBZ cord-218324-gqiapgiv 60 12 attention attention NN cord-218324-gqiapgiv 60 13 . . . cord-218324-gqiapgiv 61 1 Recalling recall VBG cord-218324-gqiapgiv 61 2 that that IN cord-218324-gqiapgiv 61 3 the the DT cord-218324-gqiapgiv 61 4 balls ball NNS cord-218324-gqiapgiv 61 5 link link VBP cord-218324-gqiapgiv 61 6 to to IN cord-218324-gqiapgiv 61 7 observations observation NNS cord-218324-gqiapgiv 61 8 in in IN cord-218324-gqiapgiv 61 9 the the DT cord-218324-gqiapgiv 61 10 underlying underlying JJ cord-218324-gqiapgiv 61 11 dataset dataset NN cord-218324-gqiapgiv 61 12 we -PRON- PRP cord-218324-gqiapgiv 61 13 may may MD cord-218324-gqiapgiv 61 14 Notes note VBZ cord-218324-gqiapgiv 61 15 : : : cord-218324-gqiapgiv 61 16 Data datum NNS cord-218324-gqiapgiv 61 17 on on IN cord-218324-gqiapgiv 61 18 population population NN cord-218324-gqiapgiv 61 19 density density NN cord-218324-gqiapgiv 61 20 , , , cord-218324-gqiapgiv 61 21 median median JJ cord-218324-gqiapgiv 61 22 age age NN cord-218324-gqiapgiv 61 23 , , , cord-218324-gqiapgiv 61 24 regional regional JJ cord-218324-gqiapgiv 61 25 Gross Gross NNP cord-218324-gqiapgiv 61 26 Domestic Domestic NNP cord-218324-gqiapgiv 61 27 Product Product NNP cord-218324-gqiapgiv 61 28 ( ( -LRB- cord-218324-gqiapgiv 61 29 GDP GDP NNP cord-218324-gqiapgiv 61 30 ) ) -RRB- cord-218324-gqiapgiv 61 31 and and CC cord-218324-gqiapgiv 61 32 regional regional JJ cord-218324-gqiapgiv 61 33 Gross Gross NNP cord-218324-gqiapgiv 61 34 Value Value NNP cord-218324-gqiapgiv 61 35 Added Added NNP cord-218324-gqiapgiv 61 36 ( ( -LRB- cord-218324-gqiapgiv 61 37 GVA GVA NNP cord-218324-gqiapgiv 61 38 ) ) -RRB- cord-218324-gqiapgiv 61 39 is be VBZ cord-218324-gqiapgiv 61 40 collected collect VBN cord-218324-gqiapgiv 61 41 at at IN cord-218324-gqiapgiv 61 42 the the DT cord-218324-gqiapgiv 61 43 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 61 44 level level NN cord-218324-gqiapgiv 61 45 and and CC cord-218324-gqiapgiv 61 46 downloaded download VBN cord-218324-gqiapgiv 61 47 from from IN cord-218324-gqiapgiv 61 48 Eurostat Eurostat NNP cord-218324-gqiapgiv 61 49 . . . cord-218324-gqiapgiv 62 1 Data datum NNS cord-218324-gqiapgiv 62 2 on on IN cord-218324-gqiapgiv 62 3 average average JJ cord-218324-gqiapgiv 62 4 hours hour NNS cord-218324-gqiapgiv 62 5 worked work VBD cord-218324-gqiapgiv 62 6 and and CC cord-218324-gqiapgiv 62 7 average average JJ cord-218324-gqiapgiv 62 8 annual annual JJ cord-218324-gqiapgiv 62 9 gross gross JJ cord-218324-gqiapgiv 62 10 income income NN cord-218324-gqiapgiv 62 11 is be VBZ cord-218324-gqiapgiv 62 12 taken take VBN cord-218324-gqiapgiv 62 13 from from IN cord-218324-gqiapgiv 62 14 the the DT cord-218324-gqiapgiv 62 15 Earnings earning NNS cord-218324-gqiapgiv 62 16 and and CC cord-218324-gqiapgiv 62 17 hours hour NNS cord-218324-gqiapgiv 62 18 worked work VBD cord-218324-gqiapgiv 62 19 , , , cord-218324-gqiapgiv 62 20 place place NN cord-218324-gqiapgiv 62 21 of of IN cord-218324-gqiapgiv 62 22 work work NN cord-218324-gqiapgiv 62 23 by by IN cord-218324-gqiapgiv 62 24 local local JJ cord-218324-gqiapgiv 62 25 authority authority NN cord-218324-gqiapgiv 62 26 : : : cord-218324-gqiapgiv 63 1 ASHE ASHE NNP cord-218324-gqiapgiv 63 2 Table Table NNP cord-218324-gqiapgiv 63 3 7 7 CD cord-218324-gqiapgiv 63 4 survey survey NN cord-218324-gqiapgiv 63 5 produced produce VBN cord-218324-gqiapgiv 63 6 by by IN cord-218324-gqiapgiv 63 7 the the DT cord-218324-gqiapgiv 63 8 Office Office NNP cord-218324-gqiapgiv 63 9 for for IN cord-218324-gqiapgiv 63 10 National National NNP cord-218324-gqiapgiv 63 11 Statistics Statistics NNPS cord-218324-gqiapgiv 63 12 ( ( -LRB- cord-218324-gqiapgiv 63 13 ONS ONS NNP cord-218324-gqiapgiv 63 14 ) ) -RRB- cord-218324-gqiapgiv 63 15 in in IN cord-218324-gqiapgiv 63 16 the the DT cord-218324-gqiapgiv 63 17 UK UK NNP cord-218324-gqiapgiv 63 18 . . . cord-218324-gqiapgiv 64 1 Case case NN cord-218324-gqiapgiv 64 2 data data NN cord-218324-gqiapgiv 64 3 is be VBZ cord-218324-gqiapgiv 64 4 released release VBN cord-218324-gqiapgiv 64 5 by by IN cord-218324-gqiapgiv 64 6 the the DT cord-218324-gqiapgiv 64 7 UK UK NNP cord-218324-gqiapgiv 64 8 Government Government NNP cord-218324-gqiapgiv 64 9 via via IN cord-218324-gqiapgiv 64 10 www.gov.uk www.gov.uk NNP cord-218324-gqiapgiv 64 11 at at IN cord-218324-gqiapgiv 64 12 the the DT cord-218324-gqiapgiv 64 13 local local JJ cord-218324-gqiapgiv 64 14 authority authority NN cord-218324-gqiapgiv 64 15 level level NN cord-218324-gqiapgiv 64 16 . . . cord-218324-gqiapgiv 65 1 Merging merge VBG cord-218324-gqiapgiv 65 2 from from IN cord-218324-gqiapgiv 65 3 local local JJ cord-218324-gqiapgiv 65 4 authority authority NN cord-218324-gqiapgiv 65 5 to to IN cord-218324-gqiapgiv 65 6 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 65 7 is be VBZ cord-218324-gqiapgiv 65 8 performed perform VBN cord-218324-gqiapgiv 65 9 using use VBG cord-218324-gqiapgiv 65 10 the the DT cord-218324-gqiapgiv 65 11 look look NN cord-218324-gqiapgiv 65 12 up up RP cord-218324-gqiapgiv 65 13 queries query NNS cord-218324-gqiapgiv 65 14 offered offer VBN cord-218324-gqiapgiv 65 15 by by IN cord-218324-gqiapgiv 65 16 the the DT cord-218324-gqiapgiv 65 17 ONS on NNS cord-218324-gqiapgiv 65 18 and and CC cord-218324-gqiapgiv 65 19 supplemented supplement VBN cord-218324-gqiapgiv 65 20 with with IN cord-218324-gqiapgiv 65 21 manual manual JJ cord-218324-gqiapgiv 65 22 matching matching NN cord-218324-gqiapgiv 65 23 . . . cord-218324-gqiapgiv 66 1 Where where WRB cord-218324-gqiapgiv 66 2 one one CD cord-218324-gqiapgiv 66 3 local local JJ cord-218324-gqiapgiv 66 4 authority authority NN cord-218324-gqiapgiv 66 5 covers cover VBZ cord-218324-gqiapgiv 66 6 multiple multiple JJ cord-218324-gqiapgiv 66 7 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 66 8 codes code NNS cord-218324-gqiapgiv 66 9 cases case NNS cord-218324-gqiapgiv 66 10 , , , cord-218324-gqiapgiv 66 11 GDP GDP NNP cord-218324-gqiapgiv 66 12 and and CC cord-218324-gqiapgiv 66 13 GVA GVA NNP cord-218324-gqiapgiv 66 14 are be VBP cord-218324-gqiapgiv 66 15 spread spread VBN cord-218324-gqiapgiv 66 16 evenly evenly RB cord-218324-gqiapgiv 66 17 amongst amongst IN cord-218324-gqiapgiv 66 18 those those DT cord-218324-gqiapgiv 66 19 codes code NNS cord-218324-gqiapgiv 66 20 . . . cord-218324-gqiapgiv 67 1 ( ( -LRB- cord-218324-gqiapgiv 67 2 n n NN cord-218324-gqiapgiv 67 3 = = SYM cord-218324-gqiapgiv 67 4 134 134 CD cord-218324-gqiapgiv 67 5 ) ) -RRB- cord-218324-gqiapgiv 67 6 quickly quickly RB cord-218324-gqiapgiv 67 7 merge merge VB cord-218324-gqiapgiv 67 8 back back RB cord-218324-gqiapgiv 67 9 to to IN cord-218324-gqiapgiv 67 10 the the DT cord-218324-gqiapgiv 67 11 data datum NNS cord-218324-gqiapgiv 67 12 set set VBN cord-218324-gqiapgiv 67 13 using use VBG cord-218324-gqiapgiv 67 14 the the DT cord-218324-gqiapgiv 67 15 point point NN cord-218324-gqiapgiv 67 16 ID ID NNP cord-218324-gqiapgiv 67 17 to to TO cord-218324-gqiapgiv 67 18 link link VB cord-218324-gqiapgiv 67 19 that that DT cord-218324-gqiapgiv 67 20 data datum NNS cord-218324-gqiapgiv 67 21 with with IN cord-218324-gqiapgiv 67 22 the the DT cord-218324-gqiapgiv 67 23 ball ball NN cord-218324-gqiapgiv 67 24 labels label NNS cord-218324-gqiapgiv 67 25 . . . cord-218324-gqiapgiv 68 1 Once once RB cord-218324-gqiapgiv 68 2 this this DT cord-218324-gqiapgiv 68 3 is be VBZ cord-218324-gqiapgiv 68 4 done do VBN cord-218324-gqiapgiv 68 5 it -PRON- PRP cord-218324-gqiapgiv 68 6 is be VBZ cord-218324-gqiapgiv 68 7 possible possible JJ cord-218324-gqiapgiv 68 8 to to TO cord-218324-gqiapgiv 68 9 acquire acquire VB cord-218324-gqiapgiv 68 10 a a DT cord-218324-gqiapgiv 68 11 more more RBR cord-218324-gqiapgiv 68 12 detailed detailed JJ cord-218324-gqiapgiv 68 13 picture picture NN cord-218324-gqiapgiv 68 14 of of IN cord-218324-gqiapgiv 68 15 what what WP cord-218324-gqiapgiv 68 16 has have VBZ cord-218324-gqiapgiv 68 17 been be VBN cord-218324-gqiapgiv 68 18 found find VBN cord-218324-gqiapgiv 68 19 , , , cord-218324-gqiapgiv 68 20 including include VBG cord-218324-gqiapgiv 68 21 non non JJ cord-218324-gqiapgiv 68 22 - - JJ cord-218324-gqiapgiv 68 23 continuous continuous JJ cord-218324-gqiapgiv 68 24 variables variable NNS cord-218324-gqiapgiv 68 25 that that WDT cord-218324-gqiapgiv 68 26 had have VBD cord-218324-gqiapgiv 68 27 been be VBN cord-218324-gqiapgiv 68 28 necessarily necessarily RB cord-218324-gqiapgiv 68 29 kept keep VBN cord-218324-gqiapgiv 68 30 out out IN cord-218324-gqiapgiv 68 31 of of IN cord-218324-gqiapgiv 68 32 the the DT cord-218324-gqiapgiv 68 33 cloud cloud NN cord-218324-gqiapgiv 68 34 formation formation NN cord-218324-gqiapgiv 68 35 . . . cord-218324-gqiapgiv 69 1 In in IN cord-218324-gqiapgiv 69 2 this this DT cord-218324-gqiapgiv 69 3 case case NN cord-218324-gqiapgiv 69 4 the the DT cord-218324-gqiapgiv 69 5 region region NN cord-218324-gqiapgiv 69 6 name name NN cord-218324-gqiapgiv 69 7 is be VBZ cord-218324-gqiapgiv 69 8 a a DT cord-218324-gqiapgiv 69 9 relevant relevant JJ cord-218324-gqiapgiv 69 10 example example NN cord-218324-gqiapgiv 69 11 of of IN cord-218324-gqiapgiv 69 12 something something NN cord-218324-gqiapgiv 69 13 it -PRON- PRP cord-218324-gqiapgiv 69 14 is be VBZ cord-218324-gqiapgiv 69 15 useful useful JJ cord-218324-gqiapgiv 69 16 to to TO cord-218324-gqiapgiv 69 17 match match VB cord-218324-gqiapgiv 69 18 . . . cord-218324-gqiapgiv 70 1 Grouping group VBG cord-218324-gqiapgiv 70 2 by by IN cord-218324-gqiapgiv 70 3 ball ball NN cord-218324-gqiapgiv 70 4 offers offer VBZ cord-218324-gqiapgiv 70 5 summary summary NN cord-218324-gqiapgiv 70 6 statistics statistic NNS cord-218324-gqiapgiv 70 7 and and CC cord-218324-gqiapgiv 70 8 a a DT cord-218324-gqiapgiv 70 9 chance chance NN cord-218324-gqiapgiv 70 10 to to TO cord-218324-gqiapgiv 70 11 measure measure VB cord-218324-gqiapgiv 70 12 differentials differential NNS cord-218324-gqiapgiv 70 13 in in IN cord-218324-gqiapgiv 70 14 the the DT cord-218324-gqiapgiv 70 15 euclidean euclidean JJ cord-218324-gqiapgiv 70 16 space space NN cord-218324-gqiapgiv 70 17 . . . cord-218324-gqiapgiv 71 1 Data datum NNS cord-218324-gqiapgiv 71 2 on on IN cord-218324-gqiapgiv 71 3 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 71 4 regions region NNS cord-218324-gqiapgiv 71 5 is be VBZ cord-218324-gqiapgiv 71 6 taken take VBN cord-218324-gqiapgiv 71 7 from from IN cord-218324-gqiapgiv 71 8 Eurostat Eurostat NNP cord-218324-gqiapgiv 71 9 , , , cord-218324-gqiapgiv 71 10 whilst whilst IN cord-218324-gqiapgiv 71 11 data datum NNS cord-218324-gqiapgiv 71 12 on on IN cord-218324-gqiapgiv 71 13 earnings earning NNS cord-218324-gqiapgiv 71 14 in in IN cord-218324-gqiapgiv 71 15 the the DT cord-218324-gqiapgiv 71 16 UK UK NNP cord-218324-gqiapgiv 71 17 is be VBZ cord-218324-gqiapgiv 71 18 collected collect VBN cord-218324-gqiapgiv 71 19 from from IN cord-218324-gqiapgiv 71 20 the the DT cord-218324-gqiapgiv 71 21 Earnings earning NNS cord-218324-gqiapgiv 71 22 and and CC cord-218324-gqiapgiv 71 23 hours hour NNS cord-218324-gqiapgiv 71 24 worked work VBD cord-218324-gqiapgiv 71 25 , , , cord-218324-gqiapgiv 71 26 place place NN cord-218324-gqiapgiv 71 27 of of IN cord-218324-gqiapgiv 71 28 work work NN cord-218324-gqiapgiv 71 29 by by IN cord-218324-gqiapgiv 71 30 local local JJ cord-218324-gqiapgiv 71 31 authority authority NN cord-218324-gqiapgiv 71 32 : : : cord-218324-gqiapgiv 71 33 ASHE ASHE NNP cord-218324-gqiapgiv 71 34 Table Table NNP cord-218324-gqiapgiv 71 35 7 7 CD cord-218324-gqiapgiv 71 36 survey survey NN cord-218324-gqiapgiv 71 37 produced produce VBN cord-218324-gqiapgiv 71 38 by by IN cord-218324-gqiapgiv 71 39 the the DT cord-218324-gqiapgiv 71 40 Office Office NNP cord-218324-gqiapgiv 71 41 for for IN cord-218324-gqiapgiv 71 42 National National NNP cord-218324-gqiapgiv 71 43 Statistics Statistics NNPS cord-218324-gqiapgiv 71 44 ( ( -LRB- cord-218324-gqiapgiv 71 45 ONS ONS NNP cord-218324-gqiapgiv 71 46 ) ) -RRB- cord-218324-gqiapgiv 71 47 in in IN cord-218324-gqiapgiv 71 48 the the DT cord-218324-gqiapgiv 71 49 UK UK NNP cord-218324-gqiapgiv 71 50 . . . cord-218324-gqiapgiv 72 1 Cases case NNS cord-218324-gqiapgiv 72 2 of of IN cord-218324-gqiapgiv 72 3 Covid-19 covid-19 NN cord-218324-gqiapgiv 72 4 by by IN cord-218324-gqiapgiv 72 5 local local JJ cord-218324-gqiapgiv 72 6 authority authority NN cord-218324-gqiapgiv 72 7 are be VBP cord-218324-gqiapgiv 72 8 reported report VBN cord-218324-gqiapgiv 72 9 by by IN cord-218324-gqiapgiv 72 10 the the DT cord-218324-gqiapgiv 72 11 UK UK NNP cord-218324-gqiapgiv 72 12 government government NN cord-218324-gqiapgiv 72 13 and and CC cord-218324-gqiapgiv 72 14 are be VBP cord-218324-gqiapgiv 72 15 as as RB cord-218324-gqiapgiv 72 16 collated collate VBN cord-218324-gqiapgiv 72 17 for for IN cord-218324-gqiapgiv 72 18 researchers researcher NNS cord-218324-gqiapgiv 72 19 on on IN cord-218324-gqiapgiv 72 20 the the DT cord-218324-gqiapgiv 72 21 Github Github NNP cord-218324-gqiapgiv 72 22 site site NN cord-218324-gqiapgiv 72 23 of of IN cord-218324-gqiapgiv 72 24 Tom Tom NNP cord-218324-gqiapgiv 72 25 White White NNP cord-218324-gqiapgiv 72 26 2 2 CD cord-218324-gqiapgiv 72 27 . . . cord-218324-gqiapgiv 73 1 Matching match VBG cord-218324-gqiapgiv 73 2 from from IN cord-218324-gqiapgiv 73 3 local local JJ cord-218324-gqiapgiv 73 4 authority authority NN cord-218324-gqiapgiv 73 5 to to IN cord-218324-gqiapgiv 73 6 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 73 7 is be VBZ cord-218324-gqiapgiv 73 8 performed perform VBN cord-218324-gqiapgiv 73 9 using use VBG cord-218324-gqiapgiv 73 10 the the DT cord-218324-gqiapgiv 73 11 look look NN cord-218324-gqiapgiv 73 12 up up RP cord-218324-gqiapgiv 73 13 queries query NNS cord-218324-gqiapgiv 73 14 from from IN cord-218324-gqiapgiv 73 15 the the DT cord-218324-gqiapgiv 73 16 Office Office NNP cord-218324-gqiapgiv 73 17 for for IN cord-218324-gqiapgiv 73 18 National National NNP cord-218324-gqiapgiv 73 19 Statistics Statistics NNPS cord-218324-gqiapgiv 73 20 , , , cord-218324-gqiapgiv 73 21 supplemented supplement VBN cord-218324-gqiapgiv 73 22 by by IN cord-218324-gqiapgiv 73 23 some some DT cord-218324-gqiapgiv 73 24 manual manual JJ cord-218324-gqiapgiv 73 25 work work NN cord-218324-gqiapgiv 73 26 on on IN cord-218324-gqiapgiv 73 27 cases case NNS cord-218324-gqiapgiv 73 28 where where WRB cord-218324-gqiapgiv 73 29 no no DT cord-218324-gqiapgiv 73 30 match match NN cord-218324-gqiapgiv 73 31 can can MD cord-218324-gqiapgiv 73 32 be be VB cord-218324-gqiapgiv 73 33 found find VBN cord-218324-gqiapgiv 73 34 . . . cord-218324-gqiapgiv 74 1 Because because IN cord-218324-gqiapgiv 74 2 of of IN cord-218324-gqiapgiv 74 3 the the DT cord-218324-gqiapgiv 74 4 nature nature NN cord-218324-gqiapgiv 74 5 of of IN cord-218324-gqiapgiv 74 6 reporting reporting NN cord-218324-gqiapgiv 74 7 , , , cord-218324-gqiapgiv 74 8 the the DT cord-218324-gqiapgiv 74 9 data datum NNS cord-218324-gqiapgiv 74 10 used use VBN cord-218324-gqiapgiv 74 11 here here RB cord-218324-gqiapgiv 74 12 only only RB cord-218324-gqiapgiv 74 13 considers consider VBZ cord-218324-gqiapgiv 74 14 England England NNP cord-218324-gqiapgiv 74 15 . . . cord-218324-gqiapgiv 75 1 Summary summary NN cord-218324-gqiapgiv 75 2 statistics statistic NNS cord-218324-gqiapgiv 75 3 for for IN cord-218324-gqiapgiv 75 4 the the DT cord-218324-gqiapgiv 75 5 variables variable NNS cord-218324-gqiapgiv 75 6 used use VBN cord-218324-gqiapgiv 75 7 are be VBP cord-218324-gqiapgiv 75 8 provided provide VBN cord-218324-gqiapgiv 75 9 in in IN cord-218324-gqiapgiv 75 10 Table Table NNP cord-218324-gqiapgiv 75 11 1 1 CD cord-218324-gqiapgiv 75 12 , , , cord-218324-gqiapgiv 75 13 with with IN cord-218324-gqiapgiv 75 14 the the DT cord-218324-gqiapgiv 75 15 six six CD cord-218324-gqiapgiv 75 16 characteristics characteristic NNS cord-218324-gqiapgiv 75 17 of of IN cord-218324-gqiapgiv 75 18 the the DT cord-218324-gqiapgiv 75 19 point point NN cord-218324-gqiapgiv 75 20 cloud cloud NN cord-218324-gqiapgiv 75 21 showing show VBG cord-218324-gqiapgiv 75 22 very very RB cord-218324-gqiapgiv 75 23 different different JJ cord-218324-gqiapgiv 75 24 scales scale NNS cord-218324-gqiapgiv 75 25 . . . cord-218324-gqiapgiv 76 1 To to TO cord-218324-gqiapgiv 76 2 overcome overcome VB cord-218324-gqiapgiv 76 3 the the DT cord-218324-gqiapgiv 76 4 challenge challenge NN cord-218324-gqiapgiv 76 5 of of IN cord-218324-gqiapgiv 76 6 having have VBG cord-218324-gqiapgiv 76 7 one one CD cord-218324-gqiapgiv 76 8 dominant dominant JJ cord-218324-gqiapgiv 76 9 axis axis NN cord-218324-gqiapgiv 76 10 , , , cord-218324-gqiapgiv 76 11 the the DT cord-218324-gqiapgiv 76 12 axes axis NNS cord-218324-gqiapgiv 76 13 of of IN cord-218324-gqiapgiv 76 14 the the DT cord-218324-gqiapgiv 76 15 dataset dataset NN cord-218324-gqiapgiv 76 16 are be VBP cord-218324-gqiapgiv 76 17 normalised normalise VBN cord-218324-gqiapgiv 76 18 into into IN cord-218324-gqiapgiv 76 19 the the DT cord-218324-gqiapgiv 76 20 interval interval NN cord-218324-gqiapgiv 76 21 [ [ -LRB- cord-218324-gqiapgiv 76 22 0 0 CD cord-218324-gqiapgiv 76 23 , , , cord-218324-gqiapgiv 76 24 1 1 CD cord-218324-gqiapgiv 76 25 ] ] -RRB- cord-218324-gqiapgiv 76 26 so so IN cord-218324-gqiapgiv 76 27 that that IN cord-218324-gqiapgiv 76 28 the the DT cord-218324-gqiapgiv 76 29 maximal maximal JJ cord-218324-gqiapgiv 76 30 value value NN cord-218324-gqiapgiv 76 31 of of IN cord-218324-gqiapgiv 76 32 each each DT cord-218324-gqiapgiv 76 33 column column NN cord-218324-gqiapgiv 76 34 gets get VBZ cord-218324-gqiapgiv 76 35 mapped map VBN cord-218324-gqiapgiv 76 36 to to IN cord-218324-gqiapgiv 76 37 1 1 CD cord-218324-gqiapgiv 76 38 , , , cord-218324-gqiapgiv 76 39 the the DT cord-218324-gqiapgiv 76 40 minimal minimal JJ cord-218324-gqiapgiv 76 41 value value NN cord-218324-gqiapgiv 76 42 gets get VBZ cord-218324-gqiapgiv 76 43 mapped map VBN cord-218324-gqiapgiv 76 44 to to IN cord-218324-gqiapgiv 76 45 0 0 CD cord-218324-gqiapgiv 76 46 , , , cord-218324-gqiapgiv 76 47 and and CC cord-218324-gqiapgiv 76 48 all all PDT cord-218324-gqiapgiv 76 49 the the DT cord-218324-gqiapgiv 76 50 intermediate intermediate JJ cord-218324-gqiapgiv 76 51 values value NNS cord-218324-gqiapgiv 76 52 are be VBP cord-218324-gqiapgiv 76 53 mapped map VBN cord-218324-gqiapgiv 76 54 inbetween inbetween NNS cord-218324-gqiapgiv 76 55 . . . cord-218324-gqiapgiv 77 1 In in IN cord-218324-gqiapgiv 77 2 this this DT cord-218324-gqiapgiv 77 3 paper paper NN cord-218324-gqiapgiv 77 4 raw raw JJ cord-218324-gqiapgiv 77 5 values value NNS cord-218324-gqiapgiv 77 6 of of IN cord-218324-gqiapgiv 77 7 Gross Gross NNP cord-218324-gqiapgiv 77 8 Domestic Domestic NNP cord-218324-gqiapgiv 77 9 Product Product NNP cord-218324-gqiapgiv 77 10 ( ( -LRB- cord-218324-gqiapgiv 77 11 GDP GDP NNP cord-218324-gqiapgiv 77 12 ) ) -RRB- cord-218324-gqiapgiv 77 13 and and CC cord-218324-gqiapgiv 77 14 Gross Gross NNP cord-218324-gqiapgiv 77 15 Value Value NNP cord-218324-gqiapgiv 77 16 Added Added NNP cord-218324-gqiapgiv 77 17 ( ( -LRB- cord-218324-gqiapgiv 77 18 GVA GVA NNP cord-218324-gqiapgiv 77 19 ) ) -RRB- cord-218324-gqiapgiv 77 20 are be VBP cord-218324-gqiapgiv 77 21 used use VBN cord-218324-gqiapgiv 77 22 as as IN cord-218324-gqiapgiv 77 23 our -PRON- PRP$ cord-218324-gqiapgiv 77 24 aim aim NN cord-218324-gqiapgiv 77 25 is be VBZ cord-218324-gqiapgiv 77 26 to to TO cord-218324-gqiapgiv 77 27 distinguish distinguish VB cord-218324-gqiapgiv 77 28 tangibly tangibly RB cord-218324-gqiapgiv 77 29 between between IN cord-218324-gqiapgiv 77 30 regions region NNS cord-218324-gqiapgiv 77 31 . . . cord-218324-gqiapgiv 78 1 Employing employ VBG cord-218324-gqiapgiv 78 2 the the DT cord-218324-gqiapgiv 78 3 logscaling logscaling NN cord-218324-gqiapgiv 78 4 would would MD cord-218324-gqiapgiv 78 5 create create VB cord-218324-gqiapgiv 78 6 greater great JJR cord-218324-gqiapgiv 78 7 spread spread VB cord-218324-gqiapgiv 78 8 lower lower RBR cord-218324-gqiapgiv 78 9 down down IN cord-218324-gqiapgiv 78 10 the the DT cord-218324-gqiapgiv 78 11 distribution distribution NN cord-218324-gqiapgiv 78 12 , , , cord-218324-gqiapgiv 78 13 meaning mean VBG cord-218324-gqiapgiv 78 14 more more JJR cord-218324-gqiapgiv 78 15 balls ball NNS cord-218324-gqiapgiv 78 16 at at IN cord-218324-gqiapgiv 78 17 the the DT cord-218324-gqiapgiv 78 18 lower low JJR cord-218324-gqiapgiv 78 19 income income NN cord-218324-gqiapgiv 78 20 level level NN cord-218324-gqiapgiv 78 21 , , , cord-218324-gqiapgiv 78 22 but but CC cord-218324-gqiapgiv 78 23 would would MD cord-218324-gqiapgiv 78 24 equally equally RB cord-218324-gqiapgiv 78 25 connect connect VB cord-218324-gqiapgiv 78 26 very very RB cord-218324-gqiapgiv 78 27 different different JJ cord-218324-gqiapgiv 78 28 high high JJ cord-218324-gqiapgiv 78 29 income income NN cord-218324-gqiapgiv 78 30 areas area NNS cord-218324-gqiapgiv 78 31 at at IN cord-218324-gqiapgiv 78 32 the the DT cord-218324-gqiapgiv 78 33 top top NN cord-218324-gqiapgiv 78 34 of of IN cord-218324-gqiapgiv 78 35 the the DT cord-218324-gqiapgiv 78 36 scale scale NN cord-218324-gqiapgiv 78 37 . . . cord-218324-gqiapgiv 79 1 Average average JJ cord-218324-gqiapgiv 79 2 hours hour NNS cord-218324-gqiapgiv 79 3 worked work VBD cord-218324-gqiapgiv 79 4 do do VBP cord-218324-gqiapgiv 79 5 not not RB cord-218324-gqiapgiv 79 6 vary vary VB cord-218324-gqiapgiv 79 7 greatly greatly RB cord-218324-gqiapgiv 80 1 but but CC cord-218324-gqiapgiv 80 2 we -PRON- PRP cord-218324-gqiapgiv 80 3 do do VBP cord-218324-gqiapgiv 80 4 see see VB cord-218324-gqiapgiv 80 5 a a DT cord-218324-gqiapgiv 80 6 large large JJ cord-218324-gqiapgiv 80 7 regional regional JJ cord-218324-gqiapgiv 80 8 income income NN cord-218324-gqiapgiv 80 9 disparity disparity NN cord-218324-gqiapgiv 80 10 ; ; , cord-218324-gqiapgiv 80 11 such such JJ cord-218324-gqiapgiv 80 12 is be VBZ cord-218324-gqiapgiv 80 13 well well RB cord-218324-gqiapgiv 80 14 studied study VBN cord-218324-gqiapgiv 80 15 for for IN cord-218324-gqiapgiv 80 16 the the DT cord-218324-gqiapgiv 80 17 United United NNP cord-218324-gqiapgiv 80 18 Kingdom Kingdom NNP cord-218324-gqiapgiv 80 19 . . . cord-218324-gqiapgiv 81 1 Because because IN cord-218324-gqiapgiv 81 2 this this DT cord-218324-gqiapgiv 81 3 is be VBZ cord-218324-gqiapgiv 81 4 economic economic JJ cord-218324-gqiapgiv 81 5 data datum NNS cord-218324-gqiapgiv 81 6 , , , cord-218324-gqiapgiv 81 7 appeal appeal NN cord-218324-gqiapgiv 81 8 is be VBZ cord-218324-gqiapgiv 81 9 made make VBN cord-218324-gqiapgiv 81 10 to to IN cord-218324-gqiapgiv 81 11 the the DT cord-218324-gqiapgiv 81 12 geographic geographic JJ cord-218324-gqiapgiv 81 13 imbalance imbalance NN cord-218324-gqiapgiv 81 14 of of IN cord-218324-gqiapgiv 81 15 the the DT cord-218324-gqiapgiv 81 16 United United NNP cord-218324-gqiapgiv 81 17 Kingdom Kingdom NNP cord-218324-gqiapgiv 81 18 when when WRB cord-218324-gqiapgiv 81 19 considering consider VBG cord-218324-gqiapgiv 81 20 spatial spatial JJ cord-218324-gqiapgiv 81 21 extents extent NNS cord-218324-gqiapgiv 81 22 ; ; : cord-218324-gqiapgiv 81 23 weighting weighting NN cord-218324-gqiapgiv 81 24 of of IN cord-218324-gqiapgiv 81 25 GDP gdp NN cord-218324-gqiapgiv 81 26 and and CC cord-218324-gqiapgiv 81 27 wages wage NNS cord-218324-gqiapgiv 81 28 towards towards IN cord-218324-gqiapgiv 81 29 London London NNP cord-218324-gqiapgiv 81 30 means mean VBZ cord-218324-gqiapgiv 81 31 they -PRON- PRP cord-218324-gqiapgiv 81 32 serve serve VBP cord-218324-gqiapgiv 81 33 to to TO cord-218324-gqiapgiv 81 34 capture capture VB cord-218324-gqiapgiv 81 35 much much JJ cord-218324-gqiapgiv 81 36 of of IN cord-218324-gqiapgiv 81 37 the the DT cord-218324-gqiapgiv 81 38 geography geography NN cord-218324-gqiapgiv 81 39 of of IN cord-218324-gqiapgiv 81 40 the the DT cord-218324-gqiapgiv 81 41 spread spread NN cord-218324-gqiapgiv 81 42 . . . cord-218324-gqiapgiv 82 1 Likewise likewise RB cord-218324-gqiapgiv 82 2 on on IN cord-218324-gqiapgiv 82 3 a a DT cord-218324-gqiapgiv 82 4 micro micro JJ cord-218324-gqiapgiv 82 5 scale scale NN cord-218324-gqiapgiv 82 6 the the DT cord-218324-gqiapgiv 82 7 movement movement NN cord-218324-gqiapgiv 82 8 away away RB cord-218324-gqiapgiv 82 9 from from IN cord-218324-gqiapgiv 82 10 regional regional JJ cord-218324-gqiapgiv 82 11 economic economic JJ cord-218324-gqiapgiv 82 12 centres centre NNS cord-218324-gqiapgiv 82 13 like like IN cord-218324-gqiapgiv 82 14 Manchester Manchester NNP cord-218324-gqiapgiv 82 15 , , , cord-218324-gqiapgiv 82 16 Bristol Bristol NNP cord-218324-gqiapgiv 82 17 or or CC cord-218324-gqiapgiv 82 18 Newcastle Newcastle NNP cord-218324-gqiapgiv 82 19 conveys convey VBZ cord-218324-gqiapgiv 82 20 a a DT cord-218324-gqiapgiv 82 21 similar similar JJ cord-218324-gqiapgiv 82 22 spatial spatial JJ cord-218324-gqiapgiv 82 23 extent extent NN cord-218324-gqiapgiv 82 24 . . . cord-218324-gqiapgiv 83 1 Covid-19 Covid-19 NNP cord-218324-gqiapgiv 83 2 case case NNP cord-218324-gqiapgiv 83 3 data data NNP cord-218324-gqiapgiv 83 4 is be VBZ cord-218324-gqiapgiv 83 5 updated update VBN cord-218324-gqiapgiv 83 6 daily daily RB cord-218324-gqiapgiv 83 7 and and CC cord-218324-gqiapgiv 83 8 may may MD cord-218324-gqiapgiv 83 9 be be VB cord-218324-gqiapgiv 83 10 neatly neatly RB cord-218324-gqiapgiv 83 11 summarised summarise VBN cord-218324-gqiapgiv 83 12 in in IN cord-218324-gqiapgiv 83 13 Table Table NNP cord-218324-gqiapgiv 83 14 2 2 CD cord-218324-gqiapgiv 83 15 . . . cord-218324-gqiapgiv 84 1 The the DT cord-218324-gqiapgiv 84 2 rise rise NN cord-218324-gqiapgiv 84 3 in in IN cord-218324-gqiapgiv 84 4 cases case NNS cord-218324-gqiapgiv 84 5 is be VBZ cord-218324-gqiapgiv 84 6 clear clear JJ cord-218324-gqiapgiv 84 7 , , , cord-218324-gqiapgiv 84 8 but but CC cord-218324-gqiapgiv 84 9 equally equally RB cord-218324-gqiapgiv 84 10 the the DT cord-218324-gqiapgiv 84 11 growth growth NN cord-218324-gqiapgiv 84 12 of of IN cord-218324-gqiapgiv 84 13 the the DT cord-218324-gqiapgiv 84 14 standard standard JJ cord-218324-gqiapgiv 84 15 deviation deviation NN cord-218324-gqiapgiv 84 16 reminds remind VBZ cord-218324-gqiapgiv 84 17 that that IN cord-218324-gqiapgiv 84 18 the the DT cord-218324-gqiapgiv 84 19 disparities disparity NNS cord-218324-gqiapgiv 84 20 across across IN cord-218324-gqiapgiv 84 21 regions region NNS cord-218324-gqiapgiv 84 22 are be VBP cord-218324-gqiapgiv 84 23 large large JJ cord-218324-gqiapgiv 84 24 . . . cord-218324-gqiapgiv 85 1 These these DT cord-218324-gqiapgiv 85 2 numbers number NNS cord-218324-gqiapgiv 85 3 are be VBP cord-218324-gqiapgiv 85 4 the the DT cord-218324-gqiapgiv 85 5 total total JJ cord-218324-gqiapgiv 85 6 number number NN cord-218324-gqiapgiv 85 7 of of IN cord-218324-gqiapgiv 85 8 cases case NNS cord-218324-gqiapgiv 85 9 reported report VBN cord-218324-gqiapgiv 85 10 up up RP cord-218324-gqiapgiv 85 11 to to IN cord-218324-gqiapgiv 85 12 , , , cord-218324-gqiapgiv 85 13 and and CC cord-218324-gqiapgiv 85 14 including include VBG cord-218324-gqiapgiv 85 15 , , , cord-218324-gqiapgiv 85 16 that that DT cord-218324-gqiapgiv 85 17 date date NN cord-218324-gqiapgiv 85 18 . . . cord-218324-gqiapgiv 86 1 At at IN cord-218324-gqiapgiv 86 2 this this DT cord-218324-gqiapgiv 86 3 time time NN cord-218324-gqiapgiv 86 4 the the DT cord-218324-gqiapgiv 86 5 trend trend NN cord-218324-gqiapgiv 86 6 continues continue VBZ cord-218324-gqiapgiv 86 7 upwards upwards RB cord-218324-gqiapgiv 86 8 and and CC cord-218324-gqiapgiv 86 9 the the DT cord-218324-gqiapgiv 86 10 need need NN cord-218324-gqiapgiv 86 11 to to TO cord-218324-gqiapgiv 86 12 understand understand VB cord-218324-gqiapgiv 86 13 more more JJR cord-218324-gqiapgiv 86 14 of of IN cord-218324-gqiapgiv 86 15 the the DT cord-218324-gqiapgiv 86 16 spatial spatial JJ cord-218324-gqiapgiv 86 17 economics economic NNS cord-218324-gqiapgiv 86 18 behind behind IN cord-218324-gqiapgiv 86 19 these these DT cord-218324-gqiapgiv 86 20 rises rise NNS cord-218324-gqiapgiv 86 21 is be VBZ cord-218324-gqiapgiv 86 22 clear clear JJ cord-218324-gqiapgiv 86 23 . . . cord-218324-gqiapgiv 86 24 _SP cord-218324-gqiapgiv 87 1 In in IN cord-218324-gqiapgiv 87 2 the the DT cord-218324-gqiapgiv 87 3 first first JJ cord-218324-gqiapgiv 87 4 instance instance NN cord-218324-gqiapgiv 87 5 we -PRON- PRP cord-218324-gqiapgiv 87 6 are be VBP cord-218324-gqiapgiv 87 7 concerned concern VBN cord-218324-gqiapgiv 87 8 with with IN cord-218324-gqiapgiv 87 9 the the DT cord-218324-gqiapgiv 87 10 evolving evolve VBG cord-218324-gqiapgiv 87 11 picture picture NN cord-218324-gqiapgiv 87 12 of of IN cord-218324-gqiapgiv 87 13 cases case NNS cord-218324-gqiapgiv 87 14 in in IN cord-218324-gqiapgiv 87 15 England England NNP cord-218324-gqiapgiv 87 16 . . . cord-218324-gqiapgiv 88 1 The the DT cord-218324-gqiapgiv 88 2 BM BM NNP cord-218324-gqiapgiv 88 3 graph graph NN cord-218324-gqiapgiv 88 4 is be VBZ cord-218324-gqiapgiv 88 5 constructed construct VBN cord-218324-gqiapgiv 88 6 using use VBG cord-218324-gqiapgiv 88 7 the the DT cord-218324-gqiapgiv 88 8 six six CD cord-218324-gqiapgiv 88 9 characteristics characteristic NNS cord-218324-gqiapgiv 88 10 of of IN cord-218324-gqiapgiv 88 11 the the DT cord-218324-gqiapgiv 88 12 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 88 13 regions region NNS cord-218324-gqiapgiv 88 14 shown show VBN cord-218324-gqiapgiv 88 15 in in IN cord-218324-gqiapgiv 88 16 Table Table NNP cord-218324-gqiapgiv 88 17 1 1 CD cord-218324-gqiapgiv 88 18 , , , cord-218324-gqiapgiv 88 19 recalling recall VBG cord-218324-gqiapgiv 88 20 that that IN cord-218324-gqiapgiv 88 21 these these DT cord-218324-gqiapgiv 88 22 are be VBP cord-218324-gqiapgiv 88 23 normalised normalise VBN cord-218324-gqiapgiv 88 24 onto onto IN cord-218324-gqiapgiv 88 25 the the DT cord-218324-gqiapgiv 88 26 interval interval NN cord-218324-gqiapgiv 88 27 [ [ -LRB- cord-218324-gqiapgiv 88 28 0 0 CD cord-218324-gqiapgiv 88 29 , , , cord-218324-gqiapgiv 88 30 1 1 CD cord-218324-gqiapgiv 88 31 ] ] -RRB- cord-218324-gqiapgiv 88 32 owing owe VBG cord-218324-gqiapgiv 88 33 to to IN cord-218324-gqiapgiv 88 34 the the DT cord-218324-gqiapgiv 88 35 varying vary VBG cord-218324-gqiapgiv 88 36 scales scale NNS cord-218324-gqiapgiv 88 37 of of IN cord-218324-gqiapgiv 88 38 the the DT cord-218324-gqiapgiv 88 39 different different JJ cord-218324-gqiapgiv 88 40 regional regional JJ cord-218324-gqiapgiv 88 41 economic economic JJ cord-218324-gqiapgiv 88 42 measures measure NNS cord-218324-gqiapgiv 88 43 . . . cord-218324-gqiapgiv 89 1 In in IN cord-218324-gqiapgiv 89 2 choosing choose VBG cord-218324-gqiapgiv 89 3 the the DT cord-218324-gqiapgiv 89 4 radius radius NN cord-218324-gqiapgiv 89 5 for for IN cord-218324-gqiapgiv 89 6 the the DT cord-218324-gqiapgiv 89 7 balls ball NNS cord-218324-gqiapgiv 89 8 we -PRON- PRP cord-218324-gqiapgiv 89 9 considered consider VBD cord-218324-gqiapgiv 89 10 carefully carefully RB cord-218324-gqiapgiv 89 11 the the DT cord-218324-gqiapgiv 89 12 trade trade NN cord-218324-gqiapgiv 89 13 - - HYPH cord-218324-gqiapgiv 89 14 off off NN cord-218324-gqiapgiv 89 15 between between IN cord-218324-gqiapgiv 89 16 noise noise NN cord-218324-gqiapgiv 89 17 in in IN cord-218324-gqiapgiv 89 18 the the DT cord-218324-gqiapgiv 89 19 colouration colouration NN cord-218324-gqiapgiv 89 20 and and CC cord-218324-gqiapgiv 89 21 being be VBG cord-218324-gqiapgiv 89 22 able able JJ cord-218324-gqiapgiv 89 23 to to TO cord-218324-gqiapgiv 89 24 chart chart VB cord-218324-gqiapgiv 89 25 neatly neatly RB cord-218324-gqiapgiv 89 26 the the DT cord-218324-gqiapgiv 89 27 dynamics dynamic NNS cord-218324-gqiapgiv 89 28 of of IN cord-218324-gqiapgiv 89 29 the the DT cord-218324-gqiapgiv 89 30 cases case NNS cord-218324-gqiapgiv 89 31 . . . cord-218324-gqiapgiv 90 1 Colouration Colouration NNP cord-218324-gqiapgiv 90 2 of of IN cord-218324-gqiapgiv 90 3 the the DT cord-218324-gqiapgiv 90 4 balls ball NNS cord-218324-gqiapgiv 90 5 is be VBZ cord-218324-gqiapgiv 90 6 a a DT cord-218324-gqiapgiv 90 7 three three CD cord-218324-gqiapgiv 90 8 step step NN cord-218324-gqiapgiv 90 9 process process NN cord-218324-gqiapgiv 90 10 . . . cord-218324-gqiapgiv 91 1 Firstly firstly RB cord-218324-gqiapgiv 91 2 the the DT cord-218324-gqiapgiv 91 3 average average JJ cord-218324-gqiapgiv 91 4 number number NN cord-218324-gqiapgiv 91 5 of of IN cord-218324-gqiapgiv 91 6 cases case NNS cord-218324-gqiapgiv 91 7 on on IN cord-218324-gqiapgiv 91 8 a a DT cord-218324-gqiapgiv 91 9 given give VBN cord-218324-gqiapgiv 91 10 day day NN cord-218324-gqiapgiv 91 11 within within IN cord-218324-gqiapgiv 91 12 the the DT cord-218324-gqiapgiv 91 13 ball ball NN cord-218324-gqiapgiv 91 14 is be VBZ cord-218324-gqiapgiv 91 15 calculated calculate VBN cord-218324-gqiapgiv 91 16 . . . cord-218324-gqiapgiv 92 1 This this DT cord-218324-gqiapgiv 92 2 number number NN cord-218324-gqiapgiv 92 3 is be VBZ cord-218324-gqiapgiv 92 4 then then RB cord-218324-gqiapgiv 92 5 divided divide VBN cord-218324-gqiapgiv 92 6 by by IN cord-218324-gqiapgiv 92 7 the the DT cord-218324-gqiapgiv 92 8 sum sum NN cord-218324-gqiapgiv 92 9 of of IN cord-218324-gqiapgiv 92 10 cases case NNS cord-218324-gqiapgiv 92 11 for for IN cord-218324-gqiapgiv 92 12 all all DT cord-218324-gqiapgiv 92 13 balls ball NNS cord-218324-gqiapgiv 92 14 at at IN cord-218324-gqiapgiv 92 15 that that DT cord-218324-gqiapgiv 92 16 day day NN cord-218324-gqiapgiv 92 17 . . . cord-218324-gqiapgiv 93 1 That that DT cord-218324-gqiapgiv 93 2 gives give VBZ cord-218324-gqiapgiv 93 3 a a DT cord-218324-gqiapgiv 93 4 proportion proportion NN cord-218324-gqiapgiv 93 5 of of IN cord-218324-gqiapgiv 93 6 the the DT cord-218324-gqiapgiv 93 7 cases case NNS cord-218324-gqiapgiv 93 8 within within IN cord-218324-gqiapgiv 93 9 the the DT cord-218324-gqiapgiv 93 10 considered consider VBN cord-218324-gqiapgiv 93 11 ball ball NN cord-218324-gqiapgiv 93 12 to to IN cord-218324-gqiapgiv 93 13 all all DT cord-218324-gqiapgiv 93 14 cases case NNS cord-218324-gqiapgiv 93 15 at at IN cord-218324-gqiapgiv 93 16 the the DT cord-218324-gqiapgiv 93 17 given give VBN cord-218324-gqiapgiv 93 18 day day NN cord-218324-gqiapgiv 93 19 . . . cord-218324-gqiapgiv 94 1 Note note VB cord-218324-gqiapgiv 94 2 that that IN cord-218324-gqiapgiv 94 3 this this DT cord-218324-gqiapgiv 94 4 is be VBZ cord-218324-gqiapgiv 94 5 done do VBN cord-218324-gqiapgiv 94 6 in in IN cord-218324-gqiapgiv 94 7 this this DT cord-218324-gqiapgiv 94 8 way way NN cord-218324-gqiapgiv 94 9 because because IN cord-218324-gqiapgiv 94 10 points point NNS cord-218324-gqiapgiv 94 11 appear appear VBP cord-218324-gqiapgiv 94 12 in in IN cord-218324-gqiapgiv 94 13 multiple multiple JJ cord-218324-gqiapgiv 94 14 balls ball NNS cord-218324-gqiapgiv 94 15 where where WRB cord-218324-gqiapgiv 94 16 they -PRON- PRP cord-218324-gqiapgiv 94 17 sit sit VBP cord-218324-gqiapgiv 94 18 in in IN cord-218324-gqiapgiv 94 19 the the DT cord-218324-gqiapgiv 94 20 intersection intersection NN cord-218324-gqiapgiv 94 21 . . . cord-218324-gqiapgiv 95 1 The the DT cord-218324-gqiapgiv 95 2 resulting result VBG cord-218324-gqiapgiv 95 3 variable variable NN cord-218324-gqiapgiv 95 4 is be VBZ cord-218324-gqiapgiv 95 5 then then RB cord-218324-gqiapgiv 95 6 passed pass VBN cord-218324-gqiapgiv 95 7 back back RB cord-218324-gqiapgiv 95 8 to to IN cord-218324-gqiapgiv 95 9 the the DT cord-218324-gqiapgiv 95 10 BM BM NNP cord-218324-gqiapgiv 95 11 graph graph NN cord-218324-gqiapgiv 95 12 which which WDT cord-218324-gqiapgiv 95 13 is be VBZ cord-218324-gqiapgiv 95 14 subsequently subsequently RB cord-218324-gqiapgiv 95 15 plotted plot VBN cord-218324-gqiapgiv 95 16 . . . cord-218324-gqiapgiv 96 1 Altering alter VBG cord-218324-gqiapgiv 96 2 the the DT cord-218324-gqiapgiv 96 3 colouration colouration NN cord-218324-gqiapgiv 96 4 in in IN cord-218324-gqiapgiv 96 5 this this DT cord-218324-gqiapgiv 96 6 way way NN cord-218324-gqiapgiv 96 7 reminds remind VBZ cord-218324-gqiapgiv 96 8 that that IN cord-218324-gqiapgiv 96 9 the the DT cord-218324-gqiapgiv 96 10 total total JJ cord-218324-gqiapgiv 96 11 number number NN cord-218324-gqiapgiv 96 12 of of IN cord-218324-gqiapgiv 96 13 cases case NNS cord-218324-gqiapgiv 96 14 is be VBZ cord-218324-gqiapgiv 96 15 increasing increase VBG cord-218324-gqiapgiv 96 16 every every DT cord-218324-gqiapgiv 96 17 day day NN cord-218324-gqiapgiv 96 18 and and CC cord-218324-gqiapgiv 96 19 ensures ensure VBZ cord-218324-gqiapgiv 96 20 the the DT cord-218324-gqiapgiv 96 21 balls ball NNS cord-218324-gqiapgiv 96 22 only only RB cord-218324-gqiapgiv 96 23 show show VBP cord-218324-gqiapgiv 96 24 the the DT cord-218324-gqiapgiv 96 25 relative relative JJ cord-218324-gqiapgiv 96 26 position position NN cord-218324-gqiapgiv 96 27 . . . cord-218324-gqiapgiv 97 1 The the DT cord-218324-gqiapgiv 97 2 alternative alternative NN cord-218324-gqiapgiv 97 3 of of IN cord-218324-gqiapgiv 97 4 calculating calculate VBG cord-218324-gqiapgiv 97 5 the the DT cord-218324-gqiapgiv 97 6 new new JJ cord-218324-gqiapgiv 97 7 cases case NNS cord-218324-gqiapgiv 97 8 is be VBZ cord-218324-gqiapgiv 97 9 liable liable JJ cord-218324-gqiapgiv 97 10 to to TO cord-218324-gqiapgiv 97 11 be be VB cord-218324-gqiapgiv 97 12 volatile volatile JJ cord-218324-gqiapgiv 97 13 , , , cord-218324-gqiapgiv 97 14 high high JJ cord-218324-gqiapgiv 97 15 infection infection NN cord-218324-gqiapgiv 97 16 areas area NNS cord-218324-gqiapgiv 97 17 may may MD cord-218324-gqiapgiv 97 18 report report VB cord-218324-gqiapgiv 97 19 low low JJ cord-218324-gqiapgiv 97 20 cases case NNS cord-218324-gqiapgiv 97 21 on on IN cord-218324-gqiapgiv 97 22 one one CD cord-218324-gqiapgiv 97 23 day day NN cord-218324-gqiapgiv 97 24 and and CC cord-218324-gqiapgiv 97 25 appear appear VB cord-218324-gqiapgiv 97 26 lower low JJR cord-218324-gqiapgiv 97 27 risk risk NN cord-218324-gqiapgiv 97 28 for for IN cord-218324-gqiapgiv 97 29 example example NN cord-218324-gqiapgiv 97 30 . . . cord-218324-gqiapgiv 98 1 Hence hence RB cord-218324-gqiapgiv 98 2 using use VBG cord-218324-gqiapgiv 98 3 our -PRON- PRP$ cord-218324-gqiapgiv 98 4 adjustment adjustment NN cord-218324-gqiapgiv 98 5 allows allow VBZ cord-218324-gqiapgiv 98 6 the the DT cord-218324-gqiapgiv 98 7 continued continue VBN cord-218324-gqiapgiv 98 8 charting charting NN cord-218324-gqiapgiv 98 9 of of IN cord-218324-gqiapgiv 98 10 dynamics dynamic NNS cord-218324-gqiapgiv 98 11 . . . cord-218324-gqiapgiv 99 1 Figure figure NN cord-218324-gqiapgiv 99 2 1 1 CD cord-218324-gqiapgiv 99 3 shows show VBZ cord-218324-gqiapgiv 99 4 four four CD cord-218324-gqiapgiv 99 5 plots plot NNS cord-218324-gqiapgiv 99 6 which which WDT cord-218324-gqiapgiv 99 7 chart chart VBP cord-218324-gqiapgiv 99 8 the the DT cord-218324-gqiapgiv 99 9 changing change VBG cord-218324-gqiapgiv 99 10 picture picture NN cord-218324-gqiapgiv 99 11 of of IN cord-218324-gqiapgiv 99 12 Covid-19 covid-19 NN cord-218324-gqiapgiv 99 13 cases case NNS cord-218324-gqiapgiv 99 14 in in IN cord-218324-gqiapgiv 99 15 England England NNP cord-218324-gqiapgiv 99 16 . . . cord-218324-gqiapgiv 100 1 These these DT cord-218324-gqiapgiv 100 2 BM BM NNP cord-218324-gqiapgiv 100 3 graphs graph NNS cord-218324-gqiapgiv 100 4 are be VBP cord-218324-gqiapgiv 100 5 drawn draw VBN cord-218324-gqiapgiv 100 6 with with IN cord-218324-gqiapgiv 100 7 six six CD cord-218324-gqiapgiv 100 8 axes axis NNS cord-218324-gqiapgiv 100 9 and and CC cord-218324-gqiapgiv 100 10 demonstrate demonstrate VBP cord-218324-gqiapgiv 100 11 a a DT cord-218324-gqiapgiv 100 12 broad broad JJ cord-218324-gqiapgiv 100 13 connectivity connectivity NN cord-218324-gqiapgiv 100 14 between between IN cord-218324-gqiapgiv 100 15 most most JJS cord-218324-gqiapgiv 100 16 regions region NNS cord-218324-gqiapgiv 100 17 of of IN cord-218324-gqiapgiv 100 18 England England NNP cord-218324-gqiapgiv 100 19 . . . cord-218324-gqiapgiv 101 1 However however RB cord-218324-gqiapgiv 101 2 there there EX cord-218324-gqiapgiv 101 3 are be VBP cord-218324-gqiapgiv 101 4 a a DT cord-218324-gqiapgiv 101 5 series series NN cord-218324-gqiapgiv 101 6 of of IN cord-218324-gqiapgiv 101 7 balls ball NNS cord-218324-gqiapgiv 101 8 which which WDT cord-218324-gqiapgiv 101 9 do do VBP cord-218324-gqiapgiv 101 10 not not RB cord-218324-gqiapgiv 101 11 connect connect VB cord-218324-gqiapgiv 101 12 at at IN cord-218324-gqiapgiv 101 13 this this DT cord-218324-gqiapgiv 101 14 value value NN cord-218324-gqiapgiv 101 15 of of IN cord-218324-gqiapgiv 101 16 . . . cord-218324-gqiapgiv 102 1 These these DT cord-218324-gqiapgiv 102 2 include include VBP cord-218324-gqiapgiv 102 3 those those DT cord-218324-gqiapgiv 102 4 areas area NNS cord-218324-gqiapgiv 102 5 with with IN cord-218324-gqiapgiv 102 6 particularly particularly RB cord-218324-gqiapgiv 102 7 low low JJ cord-218324-gqiapgiv 102 8 population population NN cord-218324-gqiapgiv 102 9 density density NN cord-218324-gqiapgiv 102 10 , , , cord-218324-gqiapgiv 102 11 coloured coloured JJ cord-218324-gqiapgiv 102 12 red red NN cord-218324-gqiapgiv 102 13 as as IN cord-218324-gqiapgiv 102 14 they -PRON- PRP cord-218324-gqiapgiv 102 15 have have VBP cord-218324-gqiapgiv 102 16 a a DT cord-218324-gqiapgiv 102 17 low low JJ cord-218324-gqiapgiv 102 18 number number NN cord-218324-gqiapgiv 102 19 of of IN cord-218324-gqiapgiv 102 20 cases case NNS cord-218324-gqiapgiv 102 21 , , , cord-218324-gqiapgiv 102 22 and and CC cord-218324-gqiapgiv 102 23 those those DT cord-218324-gqiapgiv 102 24 with with IN cord-218324-gqiapgiv 102 25 particularly particularly RB cord-218324-gqiapgiv 102 26 high high JJ cord-218324-gqiapgiv 102 27 earnings earning NNS cord-218324-gqiapgiv 102 28 such such JJ cord-218324-gqiapgiv 102 29 as as IN cord-218324-gqiapgiv 102 30 the the DT cord-218324-gqiapgiv 102 31 combined combined JJ cord-218324-gqiapgiv 102 32 region region NN cord-218324-gqiapgiv 102 33 of of IN cord-218324-gqiapgiv 102 34 Hammersmith Hammersmith NNP cord-218324-gqiapgiv 102 35 , , , cord-218324-gqiapgiv 102 36 Fulham Fulham NNP cord-218324-gqiapgiv 102 37 , , , cord-218324-gqiapgiv 102 38 Kensington Kensington NNP cord-218324-gqiapgiv 102 39 and and CC cord-218324-gqiapgiv 102 40 Chelsea Chelsea NNP cord-218324-gqiapgiv 102 41 , , , cord-218324-gqiapgiv 102 42 coloured coloured JJ cord-218324-gqiapgiv 102 43 purple purple NN cord-218324-gqiapgiv 102 44 . . . cord-218324-gqiapgiv 103 1 Indeed indeed RB cord-218324-gqiapgiv 103 2 Ball ball NN cord-218324-gqiapgiv 103 3 20 20 CD cord-218324-gqiapgiv 103 4 , , , cord-218324-gqiapgiv 103 5 which which WDT cord-218324-gqiapgiv 103 6 represents represent VBZ cord-218324-gqiapgiv 103 7 this this DT cord-218324-gqiapgiv 103 8 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 103 9 area area NN cord-218324-gqiapgiv 103 10 is be VBZ cord-218324-gqiapgiv 103 11 the the DT cord-218324-gqiapgiv 103 12 highest high JJS cord-218324-gqiapgiv 103 13 in in IN cord-218324-gqiapgiv 103 14 three three CD cord-218324-gqiapgiv 103 15 of of IN cord-218324-gqiapgiv 103 16 the the DT cord-218324-gqiapgiv 103 17 four four CD cord-218324-gqiapgiv 103 18 plots plot NNS cord-218324-gqiapgiv 103 19 . . . cord-218324-gqiapgiv 104 1 Panels panel NNS cord-218324-gqiapgiv 104 2 ( ( -LRB- cord-218324-gqiapgiv 104 3 b b NN cord-218324-gqiapgiv 104 4 ) ) -RRB- cord-218324-gqiapgiv 104 5 to to IN cord-218324-gqiapgiv 104 6 ( ( -LRB- cord-218324-gqiapgiv 104 7 d d NN cord-218324-gqiapgiv 104 8 ) ) -RRB- cord-218324-gqiapgiv 104 9 show show VB cord-218324-gqiapgiv 104 10 a a DT cord-218324-gqiapgiv 104 11 broad broad JJ cord-218324-gqiapgiv 104 12 consistency consistency NN cord-218324-gqiapgiv 104 13 in in IN cord-218324-gqiapgiv 104 14 the the DT cord-218324-gqiapgiv 104 15 relative relative JJ cord-218324-gqiapgiv 104 16 proportion proportion NN cord-218324-gqiapgiv 104 17 of of IN cord-218324-gqiapgiv 104 18 cases case NNS cord-218324-gqiapgiv 104 19 in in IN cord-218324-gqiapgiv 104 20 each each DT cord-218324-gqiapgiv 104 21 ball ball NN cord-218324-gqiapgiv 104 22 . . . cord-218324-gqiapgiv 105 1 By by IN cord-218324-gqiapgiv 105 2 the the DT cord-218324-gqiapgiv 105 3 time time NN cord-218324-gqiapgiv 105 4 we -PRON- PRP cord-218324-gqiapgiv 105 5 reach reach VBP cord-218324-gqiapgiv 105 6 3rd 3rd JJ cord-218324-gqiapgiv 105 7 April April NNP cord-218324-gqiapgiv 105 8 , , , cord-218324-gqiapgiv 105 9 panel panel NN cord-218324-gqiapgiv 105 10 ( ( -LRB- cord-218324-gqiapgiv 105 11 a a NN cord-218324-gqiapgiv 105 12 ) ) -RRB- cord-218324-gqiapgiv 105 13 shows show VBZ cord-218324-gqiapgiv 105 14 the the DT cord-218324-gqiapgiv 105 15 dominance dominance NN cord-218324-gqiapgiv 105 16 of of IN cord-218324-gqiapgiv 105 17 ball ball NN cord-218324-gqiapgiv 105 18 20 20 CD cord-218324-gqiapgiv 105 19 starts start NNS cord-218324-gqiapgiv 105 20 to to TO cord-218324-gqiapgiv 105 21 break break VB cord-218324-gqiapgiv 105 22 , , , cord-218324-gqiapgiv 105 23 with with IN cord-218324-gqiapgiv 105 24 more more JJR cord-218324-gqiapgiv 105 25 blues blue NNS cord-218324-gqiapgiv 105 26 emerging emerge VBG cord-218324-gqiapgiv 105 27 and and CC cord-218324-gqiapgiv 105 28 a a DT cord-218324-gqiapgiv 105 29 general general JJ cord-218324-gqiapgiv 105 30 move move NN cord-218324-gqiapgiv 105 31 into into IN cord-218324-gqiapgiv 105 32 the the DT cord-218324-gqiapgiv 105 33 orange orange NN cord-218324-gqiapgiv 105 34 across across IN cord-218324-gqiapgiv 105 35 the the DT cord-218324-gqiapgiv 105 36 plot plot NN cord-218324-gqiapgiv 105 37 . . . cord-218324-gqiapgiv 106 1 What what WP cord-218324-gqiapgiv 106 2 we -PRON- PRP cord-218324-gqiapgiv 106 3 see see VBP cord-218324-gqiapgiv 106 4 in in IN cord-218324-gqiapgiv 106 5 panel panel NN cord-218324-gqiapgiv 106 6 ( ( -LRB- cord-218324-gqiapgiv 106 7 d d NN cord-218324-gqiapgiv 106 8 ) ) -RRB- cord-218324-gqiapgiv 106 9 is be VBZ cord-218324-gqiapgiv 106 10 a a DT cord-218324-gqiapgiv 106 11 much much RB cord-218324-gqiapgiv 106 12 more more RBR cord-218324-gqiapgiv 106 13 even even JJ cord-218324-gqiapgiv 106 14 distribution distribution NN cord-218324-gqiapgiv 106 15 of of IN cord-218324-gqiapgiv 106 16 the the DT cord-218324-gqiapgiv 106 17 cases case NNS cord-218324-gqiapgiv 106 18 of of IN cord-218324-gqiapgiv 106 19 the the DT cord-218324-gqiapgiv 106 20 space space NN cord-218324-gqiapgiv 106 21 . . . cord-218324-gqiapgiv 107 1 Since since IN cord-218324-gqiapgiv 107 2 information information NN cord-218324-gqiapgiv 107 3 about about IN cord-218324-gqiapgiv 107 4 the the DT cord-218324-gqiapgiv 107 5 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 107 6 areas area NNS cord-218324-gqiapgiv 107 7 within within IN cord-218324-gqiapgiv 107 8 each each DT cord-218324-gqiapgiv 107 9 ball ball NN cord-218324-gqiapgiv 107 10 is be VBZ cord-218324-gqiapgiv 107 11 known know VBN cord-218324-gqiapgiv 107 12 we -PRON- PRP cord-218324-gqiapgiv 107 13 can can MD cord-218324-gqiapgiv 107 14 quickly quickly RB cord-218324-gqiapgiv 107 15 check check VB cord-218324-gqiapgiv 107 16 the the DT cord-218324-gqiapgiv 107 17 implications implication NNS cord-218324-gqiapgiv 107 18 of of IN cord-218324-gqiapgiv 107 19 the the DT cord-218324-gqiapgiv 107 20 transmission transmission NN cord-218324-gqiapgiv 107 21 . . . cord-218324-gqiapgiv 108 1 Whilst whilst IN cord-218324-gqiapgiv 108 2 these these DT cord-218324-gqiapgiv 108 3 new new JJ cord-218324-gqiapgiv 108 4 hotspots hotspot NNS cord-218324-gqiapgiv 108 5 have have VBP cord-218324-gqiapgiv 108 6 similar similar JJ cord-218324-gqiapgiv 108 7 population population NN cord-218324-gqiapgiv 108 8 densities density NNS cord-218324-gqiapgiv 108 9 , , , cord-218324-gqiapgiv 108 10 median median JJ cord-218324-gqiapgiv 108 11 ages age NNS cord-218324-gqiapgiv 108 12 , , , cord-218324-gqiapgiv 108 13 GDP GDP NNP cord-218324-gqiapgiv 108 14 , , , cord-218324-gqiapgiv 108 15 GVA GVA NNP cord-218324-gqiapgiv 108 16 and and CC cord-218324-gqiapgiv 108 17 hours hour NNS cord-218324-gqiapgiv 108 18 worked work VBD cord-218324-gqiapgiv 108 19 there there EX cord-218324-gqiapgiv 108 20 is be VBZ cord-218324-gqiapgiv 108 21 notable notable JJ cord-218324-gqiapgiv 108 22 differential differential NN cord-218324-gqiapgiv 108 23 in in IN cord-218324-gqiapgiv 108 24 the the DT cord-218324-gqiapgiv 108 25 average average JJ cord-218324-gqiapgiv 108 26 pay pay NN cord-218324-gqiapgiv 108 27 . . . cord-218324-gqiapgiv 109 1 It -PRON- PRP cord-218324-gqiapgiv 109 2 is be VBZ cord-218324-gqiapgiv 109 3 the the DT cord-218324-gqiapgiv 109 4 large large JJ cord-218324-gqiapgiv 109 5 differential differential NN cord-218324-gqiapgiv 109 6 in in IN cord-218324-gqiapgiv 109 7 pay pay NN cord-218324-gqiapgiv 109 8 that that WDT cord-218324-gqiapgiv 109 9 leaves leave VBZ cord-218324-gqiapgiv 109 10 ball ball NN cord-218324-gqiapgiv 109 11 20 20 CD cord-218324-gqiapgiv 109 12 disconnected disconnect VBN cord-218324-gqiapgiv 109 13 from from IN cord-218324-gqiapgiv 109 14 the the DT cord-218324-gqiapgiv 109 15 space space NN cord-218324-gqiapgiv 109 16 . . . cord-218324-gqiapgiv 110 1 From from IN cord-218324-gqiapgiv 110 2 a a DT cord-218324-gqiapgiv 110 3 socio socio JJ cord-218324-gqiapgiv 110 4 - - HYPH cord-218324-gqiapgiv 110 5 economic economic JJ cord-218324-gqiapgiv 110 6 standpoint standpoint NN cord-218324-gqiapgiv 110 7 this this DT cord-218324-gqiapgiv 110 8 transition transition NN cord-218324-gqiapgiv 110 9 into into IN cord-218324-gqiapgiv 110 10 the the DT cord-218324-gqiapgiv 110 11 hotspots hotspot NNS cord-218324-gqiapgiv 110 12 being be VBG cord-218324-gqiapgiv 110 13 in in IN cord-218324-gqiapgiv 110 14 areas area NNS cord-218324-gqiapgiv 110 15 of of IN cord-218324-gqiapgiv 110 16 lower low JJR cord-218324-gqiapgiv 110 17 wage wage NN cord-218324-gqiapgiv 110 18 will will MD cord-218324-gqiapgiv 110 19 be be VB cord-218324-gqiapgiv 110 20 noteworthy noteworthy JJ cord-218324-gqiapgiv 110 21 in in IN cord-218324-gqiapgiv 110 22 informing inform VBG cord-218324-gqiapgiv 110 23 the the DT cord-218324-gqiapgiv 110 24 policy policy NN cord-218324-gqiapgiv 110 25 response response NN cord-218324-gqiapgiv 110 26 . . . cord-218324-gqiapgiv 111 1 Because because IN cord-218324-gqiapgiv 111 2 the the DT cord-218324-gqiapgiv 111 3 colouring colouring NN cord-218324-gqiapgiv 111 4 of of IN cord-218324-gqiapgiv 111 5 each each DT cord-218324-gqiapgiv 111 6 ball ball NN cord-218324-gqiapgiv 111 7 shows show VBZ cord-218324-gqiapgiv 111 8 the the DT cord-218324-gqiapgiv 111 9 relative relative JJ cord-218324-gqiapgiv 111 10 number number NN cord-218324-gqiapgiv 111 11 of of IN cord-218324-gqiapgiv 111 12 cases case NNS cord-218324-gqiapgiv 111 13 within within IN cord-218324-gqiapgiv 111 14 this this DT cord-218324-gqiapgiv 111 15 ball ball NN cord-218324-gqiapgiv 111 16 to to IN cord-218324-gqiapgiv 111 17 the the DT cord-218324-gqiapgiv 111 18 global global JJ cord-218324-gqiapgiv 111 19 number number NN cord-218324-gqiapgiv 111 20 of of IN cord-218324-gqiapgiv 111 21 cases case NNS cord-218324-gqiapgiv 111 22 in in IN cord-218324-gqiapgiv 111 23 all all DT cord-218324-gqiapgiv 111 24 balls ball NNS cord-218324-gqiapgiv 111 25 for for IN cord-218324-gqiapgiv 111 26 the the DT cord-218324-gqiapgiv 111 27 day day NN cord-218324-gqiapgiv 111 28 , , , cord-218324-gqiapgiv 111 29 there there EX cord-218324-gqiapgiv 111 30 is be VBZ cord-218324-gqiapgiv 111 31 not not RB cord-218324-gqiapgiv 111 32 a a DT cord-218324-gqiapgiv 111 33 noticeable noticeable JJ cord-218324-gqiapgiv 111 34 change change NN cord-218324-gqiapgiv 111 35 in in IN cord-218324-gqiapgiv 111 36 colour colour NN cord-218324-gqiapgiv 111 37 across across IN cord-218324-gqiapgiv 111 38 the the DT cord-218324-gqiapgiv 111 39 first first JJ cord-218324-gqiapgiv 111 40 three three CD cord-218324-gqiapgiv 111 41 panels panel NNS cord-218324-gqiapgiv 111 42 of of IN cord-218324-gqiapgiv 111 43 Figure figure NN cord-218324-gqiapgiv 111 44 1 1 CD cord-218324-gqiapgiv 111 45 . . . cord-218324-gqiapgiv 112 1 Rather rather RB cord-218324-gqiapgiv 112 2 , , , cord-218324-gqiapgiv 112 3 interest interest NN cord-218324-gqiapgiv 112 4 instead instead RB cord-218324-gqiapgiv 112 5 lies lie VBZ cord-218324-gqiapgiv 112 6 in in IN cord-218324-gqiapgiv 112 7 the the DT cord-218324-gqiapgiv 112 8 way way NN cord-218324-gqiapgiv 112 9 that that WDT cord-218324-gqiapgiv 112 10 different different JJ cord-218324-gqiapgiv 112 11 subsets subset NNS cord-218324-gqiapgiv 112 12 of of IN cord-218324-gqiapgiv 112 13 the the DT cord-218324-gqiapgiv 112 14 space space NN cord-218324-gqiapgiv 112 15 change change VBP cord-218324-gqiapgiv 112 16 their -PRON- PRP$ cord-218324-gqiapgiv 112 17 colouration colouration NN cord-218324-gqiapgiv 112 18 . . . cord-218324-gqiapgiv 113 1 Moving move VBG cord-218324-gqiapgiv 113 2 from from IN cord-218324-gqiapgiv 113 3 ( ( -LRB- cord-218324-gqiapgiv 113 4 b b NN cord-218324-gqiapgiv 113 5 ) ) -RRB- cord-218324-gqiapgiv 113 6 to to IN cord-218324-gqiapgiv 113 7 ( ( -LRB- cord-218324-gqiapgiv 113 8 f f LS cord-218324-gqiapgiv 113 9 ) ) -RRB- cord-218324-gqiapgiv 113 10 we -PRON- PRP cord-218324-gqiapgiv 113 11 see see VBP cord-218324-gqiapgiv 113 12 many many JJ cord-218324-gqiapgiv 113 13 balls ball NNS cord-218324-gqiapgiv 113 14 catching catch VBG cord-218324-gqiapgiv 113 15 up up RP cord-218324-gqiapgiv 113 16 with with IN cord-218324-gqiapgiv 113 17 ball ball NN cord-218324-gqiapgiv 113 18 20 20 CD cord-218324-gqiapgiv 113 19 , , , cord-218324-gqiapgiv 113 20 this this DT cord-218324-gqiapgiv 113 21 is be VBZ cord-218324-gqiapgiv 113 22 particularly particularly RB cord-218324-gqiapgiv 113 23 true true JJ cord-218324-gqiapgiv 113 24 of of IN cord-218324-gqiapgiv 113 25 the the DT cord-218324-gqiapgiv 113 26 balls ball NNS cord-218324-gqiapgiv 113 27 to to IN cord-218324-gqiapgiv 113 28 the the DT cord-218324-gqiapgiv 113 29 right right NN cord-218324-gqiapgiv 113 30 of of IN cord-218324-gqiapgiv 113 31 the the DT cord-218324-gqiapgiv 113 32 connected connected JJ cord-218324-gqiapgiv 113 33 shape shape NN cord-218324-gqiapgiv 113 34 . . . cord-218324-gqiapgiv 114 1 In in IN cord-218324-gqiapgiv 114 2 this this DT cord-218324-gqiapgiv 114 3 setting set VBG cord-218324-gqiapgiv 114 4 Ball ball NN cord-218324-gqiapgiv 114 5 1 1 CD cord-218324-gqiapgiv 114 6 is be VBZ cord-218324-gqiapgiv 114 7 interesting interesting JJ cord-218324-gqiapgiv 114 8 as as IN cord-218324-gqiapgiv 114 9 it -PRON- PRP cord-218324-gqiapgiv 114 10 remains remain VBZ cord-218324-gqiapgiv 114 11 red red JJ cord-218324-gqiapgiv 114 12 whilst whilst IN cord-218324-gqiapgiv 114 13 it -PRON- PRP cord-218324-gqiapgiv 114 14 's be VBZ cord-218324-gqiapgiv 114 15 neighbour neighbour NN cord-218324-gqiapgiv 114 16 , , , cord-218324-gqiapgiv 114 17 ball ball NN cord-218324-gqiapgiv 114 18 24 24 CD cord-218324-gqiapgiv 114 19 , , , cord-218324-gqiapgiv 114 20 becomes become VBZ cord-218324-gqiapgiv 114 21 progressively progressively RB cord-218324-gqiapgiv 114 22 bluer blue JJR cord-218324-gqiapgiv 114 23 . . . cord-218324-gqiapgiv 115 1 In in IN cord-218324-gqiapgiv 115 2 early early JJ cord-218324-gqiapgiv 115 3 April April NNP cord-218324-gqiapgiv 115 4 the the DT cord-218324-gqiapgiv 115 5 brightening brightening NN cord-218324-gqiapgiv 115 6 of of IN cord-218324-gqiapgiv 115 7 the the DT cord-218324-gqiapgiv 115 8 connected connected JJ cord-218324-gqiapgiv 115 9 component component NN cord-218324-gqiapgiv 115 10 into into IN cord-218324-gqiapgiv 115 11 orange orange NNP cord-218324-gqiapgiv 115 12 has have VBZ cord-218324-gqiapgiv 115 13 coincided coincide VBN cord-218324-gqiapgiv 115 14 with with IN cord-218324-gqiapgiv 115 15 the the DT cord-218324-gqiapgiv 115 16 replacement replacement NN cord-218324-gqiapgiv 115 17 of of IN cord-218324-gqiapgiv 115 18 ball ball NN cord-218324-gqiapgiv 115 19 20 20 CD cord-218324-gqiapgiv 115 20 as as IN cord-218324-gqiapgiv 115 21 the the DT cord-218324-gqiapgiv 115 22 highest high JJS cord-218324-gqiapgiv 115 23 number number NN cord-218324-gqiapgiv 115 24 of of IN cord-218324-gqiapgiv 115 25 cases case NNS cord-218324-gqiapgiv 115 26 by by IN cord-218324-gqiapgiv 115 27 ball ball NN cord-218324-gqiapgiv 115 28 22 22 CD cord-218324-gqiapgiv 115 29 . . . cord-218324-gqiapgiv 116 1 Panels panel NNS cord-218324-gqiapgiv 116 2 ( ( -LRB- cord-218324-gqiapgiv 116 3 e e LS cord-218324-gqiapgiv 116 4 ) ) -RRB- cord-218324-gqiapgiv 116 5 to to IN cord-218324-gqiapgiv 116 6 ( ( -LRB- cord-218324-gqiapgiv 116 7 g g NN cord-218324-gqiapgiv 116 8 ) ) -RRB- cord-218324-gqiapgiv 116 9 show show VB cord-218324-gqiapgiv 116 10 the the DT cord-218324-gqiapgiv 116 11 gradual gradual JJ cord-218324-gqiapgiv 116 12 lightening lightening NN cord-218324-gqiapgiv 116 13 of of IN cord-218324-gqiapgiv 116 14 the the DT cord-218324-gqiapgiv 116 15 London London NNP cord-218324-gqiapgiv 116 16 balls ball NNS cord-218324-gqiapgiv 116 17 , , , cord-218324-gqiapgiv 116 18 especially especially RB cord-218324-gqiapgiv 116 19 ball ball NN cord-218324-gqiapgiv 116 20 20 20 CD cord-218324-gqiapgiv 116 21 which which WDT cord-218324-gqiapgiv 116 22 is be VBZ cord-218324-gqiapgiv 116 23 green green JJ cord-218324-gqiapgiv 116 24 in in IN cord-218324-gqiapgiv 116 25 the the DT cord-218324-gqiapgiv 116 26 most most RBS cord-218324-gqiapgiv 116 27 recent recent JJ cord-218324-gqiapgiv 116 28 plot plot NN cord-218324-gqiapgiv 116 29 of of IN cord-218324-gqiapgiv 116 30 panel panel NN cord-218324-gqiapgiv 116 31 ( ( -LRB- cord-218324-gqiapgiv 116 32 a a NN cord-218324-gqiapgiv 116 33 ) ) -RRB- cord-218324-gqiapgiv 116 34 . . . cord-218324-gqiapgiv 117 1 The the DT cord-218324-gqiapgiv 117 2 ball ball NN cord-218324-gqiapgiv 117 3 1 1 CD cord-218324-gqiapgiv 117 4 to to TO cord-218324-gqiapgiv 117 5 ball ball VB cord-218324-gqiapgiv 117 6 24 24 CD cord-218324-gqiapgiv 117 7 contrast contrast NN cord-218324-gqiapgiv 117 8 remains remain VBZ cord-218324-gqiapgiv 117 9 stark stark JJ cord-218324-gqiapgiv 117 10 although although IN cord-218324-gqiapgiv 117 11 recent recent JJ cord-218324-gqiapgiv 117 12 plots plot NNS cord-218324-gqiapgiv 117 13 are be VBP cord-218324-gqiapgiv 117 14 showing show VBG cord-218324-gqiapgiv 117 15 a a DT cord-218324-gqiapgiv 117 16 closing closing NN cord-218324-gqiapgiv 117 17 of of IN cord-218324-gqiapgiv 117 18 the the DT cord-218324-gqiapgiv 117 19 gap gap NN cord-218324-gqiapgiv 117 20 . . . cord-218324-gqiapgiv 118 1 To to TO cord-218324-gqiapgiv 118 2 understand understand VB cord-218324-gqiapgiv 118 3 the the DT cord-218324-gqiapgiv 118 4 plots plot NNS cord-218324-gqiapgiv 118 5 further further RB cord-218324-gqiapgiv 118 6 we -PRON- PRP cord-218324-gqiapgiv 118 7 may may MD cord-218324-gqiapgiv 118 8 colour colour VB cord-218324-gqiapgiv 118 9 by by IN cord-218324-gqiapgiv 118 10 the the DT cord-218324-gqiapgiv 118 11 values value NNS cord-218324-gqiapgiv 118 12 of of IN cord-218324-gqiapgiv 118 13 each each DT cord-218324-gqiapgiv 118 14 axis axis NN cord-218324-gqiapgiv 118 15 instead instead RB cord-218324-gqiapgiv 118 16 of of IN cord-218324-gqiapgiv 118 17 the the DT cord-218324-gqiapgiv 118 18 number number NN cord-218324-gqiapgiv 118 19 of of IN cord-218324-gqiapgiv 118 20 Covid-19 covid-19 NN cord-218324-gqiapgiv 118 21 cases case NNS cord-218324-gqiapgiv 118 22 . . . cord-218324-gqiapgiv 119 1 Figure figure NN cord-218324-gqiapgiv 119 2 2 2 CD cord-218324-gqiapgiv 119 3 offers offer VBZ cord-218324-gqiapgiv 119 4 such such PDT cord-218324-gqiapgiv 119 5 a a DT cord-218324-gqiapgiv 119 6 plot plot NN cord-218324-gqiapgiv 119 7 with with IN cord-218324-gqiapgiv 119 8 one one CD cord-218324-gqiapgiv 119 9 panel panel NN cord-218324-gqiapgiv 119 10 for for IN cord-218324-gqiapgiv 119 11 each each DT cord-218324-gqiapgiv 119 12 of of IN cord-218324-gqiapgiv 119 13 the the DT cord-218324-gqiapgiv 119 14 six six CD cord-218324-gqiapgiv 119 15 axes axis NNS cord-218324-gqiapgiv 119 16 . . . cord-218324-gqiapgiv 120 1 Panel Panel NNP cord-218324-gqiapgiv 120 2 ( ( -LRB- cord-218324-gqiapgiv 120 3 a a NN cord-218324-gqiapgiv 120 4 ) ) -RRB- cord-218324-gqiapgiv 120 5 shows show VBZ cord-218324-gqiapgiv 120 6 that that IN cord-218324-gqiapgiv 120 7 it -PRON- PRP cord-218324-gqiapgiv 120 8 is be VBZ cord-218324-gqiapgiv 120 9 the the DT cord-218324-gqiapgiv 120 10 balls ball NNS cord-218324-gqiapgiv 120 11 to to IN cord-218324-gqiapgiv 120 12 the the DT cord-218324-gqiapgiv 120 13 lower low JJR cord-218324-gqiapgiv 120 14 right right NN cord-218324-gqiapgiv 120 15 of of IN cord-218324-gqiapgiv 120 16 the the DT cord-218324-gqiapgiv 120 17 main main JJ cord-218324-gqiapgiv 120 18 shape shape NN cord-218324-gqiapgiv 120 19 that that WDT cord-218324-gqiapgiv 120 20 have have VBP cord-218324-gqiapgiv 120 21 the the DT cord-218324-gqiapgiv 120 22 highest high JJS cord-218324-gqiapgiv 120 23 population population NN cord-218324-gqiapgiv 120 24 density density NN cord-218324-gqiapgiv 120 25 , , , cord-218324-gqiapgiv 120 26 but but CC cord-218324-gqiapgiv 120 27 the the DT cord-218324-gqiapgiv 120 28 colouration colouration NN cord-218324-gqiapgiv 120 29 of of IN cord-218324-gqiapgiv 120 30 these these DT cord-218324-gqiapgiv 120 31 is be VBZ cord-218324-gqiapgiv 120 32 very very RB cord-218324-gqiapgiv 120 33 mixed mixed JJ cord-218324-gqiapgiv 120 34 , , , cord-218324-gqiapgiv 120 35 the the DT cord-218324-gqiapgiv 120 36 right right RB cord-218324-gqiapgiv 120 37 - - HYPH cord-218324-gqiapgiv 120 38 most most JJS cord-218324-gqiapgiv 120 39 set set NN cord-218324-gqiapgiv 120 40 are be VBP cord-218324-gqiapgiv 120 41 where where WRB cord-218324-gqiapgiv 120 42 the the DT cord-218324-gqiapgiv 120 43 numbers number NNS cord-218324-gqiapgiv 120 44 of of IN cord-218324-gqiapgiv 120 45 cases case NNS cord-218324-gqiapgiv 120 46 increase increase VBP cord-218324-gqiapgiv 120 47 notably notably RB cord-218324-gqiapgiv 120 48 but but CC cord-218324-gqiapgiv 120 49 the the DT cord-218324-gqiapgiv 120 50 left left JJ cord-218324-gqiapgiv 120 51 set set NN cord-218324-gqiapgiv 120 52 do do VBP cord-218324-gqiapgiv 120 53 not not RB cord-218324-gqiapgiv 120 54 see see VB cord-218324-gqiapgiv 120 55 any any DT cord-218324-gqiapgiv 120 56 increase increase NN cord-218324-gqiapgiv 120 57 at at RB cord-218324-gqiapgiv 120 58 all all RB cord-218324-gqiapgiv 120 59 . . . cord-218324-gqiapgiv 121 1 This this DT cord-218324-gqiapgiv 121 2 suggests suggest VBZ cord-218324-gqiapgiv 121 3 further further JJ cord-218324-gqiapgiv 121 4 confounding confounding JJ cord-218324-gqiapgiv 121 5 factors factor NNS cord-218324-gqiapgiv 121 6 at at IN cord-218324-gqiapgiv 121 7 play play NN cord-218324-gqiapgiv 121 8 . . . cord-218324-gqiapgiv 122 1 Panel panel NN cord-218324-gqiapgiv 122 2 ( ( -LRB- cord-218324-gqiapgiv 122 3 b b NN cord-218324-gqiapgiv 122 4 ) ) -RRB- cord-218324-gqiapgiv 122 5 may may MD cord-218324-gqiapgiv 122 6 offer offer VB cord-218324-gqiapgiv 122 7 an an DT cord-218324-gqiapgiv 122 8 explanation explanation NN cord-218324-gqiapgiv 122 9 as as IN cord-218324-gqiapgiv 122 10 those those DT cord-218324-gqiapgiv 122 11 regions region NNS cord-218324-gqiapgiv 122 12 with with IN cord-218324-gqiapgiv 122 13 the the DT cord-218324-gqiapgiv 122 14 higher high JJR cord-218324-gqiapgiv 122 15 median median NN cord-218324-gqiapgiv 122 16 age age NN cord-218324-gqiapgiv 122 17 do do VBP cord-218324-gqiapgiv 122 18 correlate correlate VB cord-218324-gqiapgiv 122 19 neatly neatly RB cord-218324-gqiapgiv 122 20 with with IN cord-218324-gqiapgiv 122 21 the the DT cord-218324-gqiapgiv 122 22 ones one NNS cord-218324-gqiapgiv 122 23 that that WDT cord-218324-gqiapgiv 122 24 have have VBP cord-218324-gqiapgiv 122 25 the the DT cord-218324-gqiapgiv 122 26 lowest low JJS cord-218324-gqiapgiv 122 27 reported report VBN cord-218324-gqiapgiv 122 28 number number NN cord-218324-gqiapgiv 122 29 of of IN cord-218324-gqiapgiv 122 30 Covid-19 covid-19 NN cord-218324-gqiapgiv 122 31 cases case NNS cord-218324-gqiapgiv 122 32 . . . cord-218324-gqiapgiv 123 1 GDP GDP NNP cord-218324-gqiapgiv 123 2 and and CC cord-218324-gqiapgiv 123 3 GVA GVA NNP cord-218324-gqiapgiv 123 4 , , , cord-218324-gqiapgiv 123 5 panels panel NNS cord-218324-gqiapgiv 123 6 ( ( -LRB- cord-218324-gqiapgiv 123 7 c c NN cord-218324-gqiapgiv 123 8 ) ) -RRB- cord-218324-gqiapgiv 123 9 and and CC cord-218324-gqiapgiv 123 10 ( ( -LRB- cord-218324-gqiapgiv 123 11 d d NN cord-218324-gqiapgiv 123 12 ) ) -RRB- cord-218324-gqiapgiv 123 13 are be VBP cord-218324-gqiapgiv 123 14 similar similar JJ cord-218324-gqiapgiv 123 15 across across IN cord-218324-gqiapgiv 123 16 the the DT cord-218324-gqiapgiv 123 17 connected connected JJ cord-218324-gqiapgiv 123 18 shapes shape NNS cord-218324-gqiapgiv 123 19 as as IN cord-218324-gqiapgiv 123 20 we -PRON- PRP cord-218324-gqiapgiv 123 21 know know VBP cord-218324-gqiapgiv 123 22 it -PRON- PRP cord-218324-gqiapgiv 123 23 is be VBZ cord-218324-gqiapgiv 123 24 these these DT cord-218324-gqiapgiv 123 25 two two CD cord-218324-gqiapgiv 123 26 variables variable NNS cord-218324-gqiapgiv 123 27 that that WDT cord-218324-gqiapgiv 123 28 drive drive VBP cord-218324-gqiapgiv 123 29 the the DT cord-218324-gqiapgiv 123 30 separation separation NN cord-218324-gqiapgiv 123 31 of of IN cord-218324-gqiapgiv 123 32 the the DT cord-218324-gqiapgiv 123 33 outlier outlier JJ cord-218324-gqiapgiv 123 34 balls ball NNS cord-218324-gqiapgiv 123 35 . . . cord-218324-gqiapgiv 124 1 Likewise likewise RB cord-218324-gqiapgiv 124 2 there there EX cord-218324-gqiapgiv 124 3 is be VBZ cord-218324-gqiapgiv 124 4 some some DT cord-218324-gqiapgiv 124 5 similarity similarity NN cord-218324-gqiapgiv 124 6 in in IN cord-218324-gqiapgiv 124 7 gross gross JJ cord-218324-gqiapgiv 124 8 pay pay NN cord-218324-gqiapgiv 124 9 , , , cord-218324-gqiapgiv 124 10 panel panel NN cord-218324-gqiapgiv 124 11 ( ( -LRB- cord-218324-gqiapgiv 124 12 f f NNP cord-218324-gqiapgiv 124 13 ) ) -RRB- cord-218324-gqiapgiv 124 14 , , , cord-218324-gqiapgiv 124 15 though though IN cord-218324-gqiapgiv 124 16 there there RB cord-218324-gqiapgiv 124 17 we -PRON- PRP cord-218324-gqiapgiv 124 18 do do VBP cord-218324-gqiapgiv 124 19 witness witness NN cord-218324-gqiapgiv 124 20 differentiation differentiation NN cord-218324-gqiapgiv 124 21 between between IN cord-218324-gqiapgiv 124 22 higher high JJR cord-218324-gqiapgiv 124 23 rates rate NNS cord-218324-gqiapgiv 124 24 to to IN cord-218324-gqiapgiv 124 25 the the DT cord-218324-gqiapgiv 124 26 lower low JJR cord-218324-gqiapgiv 124 27 right right JJ cord-218324-gqiapgiv 124 28 and and CC cord-218324-gqiapgiv 124 29 low low JJ cord-218324-gqiapgiv 124 30 rates rate NNS cord-218324-gqiapgiv 124 31 at at IN cord-218324-gqiapgiv 124 32 the the DT cord-218324-gqiapgiv 124 33 top top JJ cord-218324-gqiapgiv 124 34 left left NN cord-218324-gqiapgiv 124 35 . . . cord-218324-gqiapgiv 125 1 Hours hour NNS cord-218324-gqiapgiv 125 2 worked work VBD cord-218324-gqiapgiv 125 3 do do VBP cord-218324-gqiapgiv 125 4 vary vary VB cord-218324-gqiapgiv 125 5 greatly greatly RB cord-218324-gqiapgiv 125 6 with with IN cord-218324-gqiapgiv 125 7 some some DT cord-218324-gqiapgiv 125 8 correlation correlation NN cord-218324-gqiapgiv 125 9 suggested suggest VBD cord-218324-gqiapgiv 125 10 there there RB cord-218324-gqiapgiv 125 11 with with IN cord-218324-gqiapgiv 125 12 Covid-19 covid-19 JJ cord-218324-gqiapgiv 125 13 cases case NNS cord-218324-gqiapgiv 125 14 . . . cord-218324-gqiapgiv 126 1 BM BM NNP cord-218324-gqiapgiv 126 2 graphs graphs NNP cord-218324-gqiapgiv 126 3 offer offer VBP cord-218324-gqiapgiv 126 4 informative informative JJ cord-218324-gqiapgiv 126 5 overviews overview NNS cord-218324-gqiapgiv 126 6 of of IN cord-218324-gqiapgiv 126 7 data datum NNS cord-218324-gqiapgiv 126 8 , , , cord-218324-gqiapgiv 126 9 but but CC cord-218324-gqiapgiv 126 10 their -PRON- PRP$ cord-218324-gqiapgiv 126 11 value value NN cord-218324-gqiapgiv 126 12 comes come VBZ cord-218324-gqiapgiv 126 13 in in IN cord-218324-gqiapgiv 126 14 identifying identify VBG cord-218324-gqiapgiv 126 15 the the DT cord-218324-gqiapgiv 126 16 driving driving NN cord-218324-gqiapgiv 126 17 In in IN cord-218324-gqiapgiv 126 18 each each DT cord-218324-gqiapgiv 126 19 case case NN cord-218324-gqiapgiv 127 1 the the DT cord-218324-gqiapgiv 127 2 plot plot NN cord-218324-gqiapgiv 127 3 shows show VBZ cord-218324-gqiapgiv 127 4 the the DT cord-218324-gqiapgiv 127 5 averaged average VBN cord-218324-gqiapgiv 127 6 total total JJ cord-218324-gqiapgiv 127 7 number number NN cord-218324-gqiapgiv 127 8 of of IN cord-218324-gqiapgiv 127 9 cases case NNS cord-218324-gqiapgiv 127 10 reported report VBN cord-218324-gqiapgiv 127 11 up up RP cord-218324-gqiapgiv 127 12 to to IN cord-218324-gqiapgiv 127 13 the the DT cord-218324-gqiapgiv 127 14 given give VBN cord-218324-gqiapgiv 127 15 date date NN cord-218324-gqiapgiv 127 16 for for IN cord-218324-gqiapgiv 127 17 each each DT cord-218324-gqiapgiv 127 18 ball ball NN cord-218324-gqiapgiv 127 19 . . . cord-218324-gqiapgiv 128 1 Ball ball NN cord-218324-gqiapgiv 128 2 numbers number NNS cord-218324-gqiapgiv 128 3 refer refer VBP cord-218324-gqiapgiv 128 4 to to IN cord-218324-gqiapgiv 128 5 those those DT cord-218324-gqiapgiv 128 6 used use VBN cord-218324-gqiapgiv 128 7 throughout throughout IN cord-218324-gqiapgiv 128 8 this this DT cord-218324-gqiapgiv 128 9 paper paper NN cord-218324-gqiapgiv 128 10 and and CC cord-218324-gqiapgiv 128 11 are be VBP cord-218324-gqiapgiv 128 12 as as IN cord-218324-gqiapgiv 128 13 featured feature VBN cord-218324-gqiapgiv 128 14 in in IN cord-218324-gqiapgiv 128 15 Figure Figure NNP cord-218324-gqiapgiv 128 16 2 2 CD cord-218324-gqiapgiv 128 17 . . . cord-218324-gqiapgiv 129 1 forces force NNS cord-218324-gqiapgiv 129 2 of of IN cord-218324-gqiapgiv 129 3 those those DT cord-218324-gqiapgiv 129 4 patterns pattern NNS cord-218324-gqiapgiv 129 5 . . . cord-218324-gqiapgiv 130 1 In in IN cord-218324-gqiapgiv 130 2 the the DT cord-218324-gqiapgiv 130 3 results result NNS cord-218324-gqiapgiv 130 4 we -PRON- PRP cord-218324-gqiapgiv 130 5 saw see VBD cord-218324-gqiapgiv 130 6 how how WRB cord-218324-gqiapgiv 130 7 there there EX cord-218324-gqiapgiv 130 8 can can MD cord-218324-gqiapgiv 130 9 be be VB cord-218324-gqiapgiv 130 10 very very RB cord-218324-gqiapgiv 130 11 different different JJ cord-218324-gqiapgiv 130 12 behaviour behaviour NN cord-218324-gqiapgiv 130 13 in in IN cord-218324-gqiapgiv 130 14 balls ball NNS cord-218324-gqiapgiv 130 15 that that WDT cord-218324-gqiapgiv 130 16 are be VBP cord-218324-gqiapgiv 130 17 similar similar JJ cord-218324-gqiapgiv 130 18 enough enough RB cord-218324-gqiapgiv 130 19 to to TO cord-218324-gqiapgiv 130 20 be be VB cord-218324-gqiapgiv 130 21 connected connect VBN cord-218324-gqiapgiv 130 22 . . . cord-218324-gqiapgiv 131 1 The the DT cord-218324-gqiapgiv 131 2 most most RBS cord-218324-gqiapgiv 131 3 obvious obvious JJ cord-218324-gqiapgiv 131 4 case case NN cord-218324-gqiapgiv 131 5 being be VBG cord-218324-gqiapgiv 131 6 balls ball NNS cord-218324-gqiapgiv 131 7 24 24 CD cord-218324-gqiapgiv 131 8 and and CC cord-218324-gqiapgiv 131 9 1 1 CD cord-218324-gqiapgiv 131 10 . . . cord-218324-gqiapgiv 132 1 The the DT cord-218324-gqiapgiv 132 2 former former JJ cord-218324-gqiapgiv 132 3 is be VBZ cord-218324-gqiapgiv 132 4 predominantly predominantly RB cord-218324-gqiapgiv 132 5 districts district NNS cord-218324-gqiapgiv 132 6 of of IN cord-218324-gqiapgiv 132 7 Outer Outer NNP cord-218324-gqiapgiv 132 8 London London NNP cord-218324-gqiapgiv 132 9 , , , cord-218324-gqiapgiv 132 10 whilst whilst IN cord-218324-gqiapgiv 132 11 the the DT cord-218324-gqiapgiv 132 12 latter latter JJ cord-218324-gqiapgiv 132 13 is be VBZ cord-218324-gqiapgiv 132 14 smaller small JJR cord-218324-gqiapgiv 132 15 cities city NNS cord-218324-gqiapgiv 132 16 such such JJ cord-218324-gqiapgiv 132 17 as as IN cord-218324-gqiapgiv 132 18 Peterborough Peterborough NNP cord-218324-gqiapgiv 132 19 , , , cord-218324-gqiapgiv 132 20 Swindon Swindon NNP cord-218324-gqiapgiv 132 21 , , , cord-218324-gqiapgiv 132 22 Hartlepool Hartlepool NNP cord-218324-gqiapgiv 132 23 and and CC cord-218324-gqiapgiv 132 24 the the DT cord-218324-gqiapgiv 132 25 Thames Thames NNP cord-218324-gqiapgiv 132 26 Gateway Gateway NNP cord-218324-gqiapgiv 132 27 . . . cord-218324-gqiapgiv 133 1 Connection connection NN cord-218324-gqiapgiv 133 2 between between IN cord-218324-gqiapgiv 133 3 the the DT cord-218324-gqiapgiv 133 4 two two CD cord-218324-gqiapgiv 133 5 balls ball NNS cord-218324-gqiapgiv 133 6 comes come VBZ cord-218324-gqiapgiv 133 7 from from IN cord-218324-gqiapgiv 133 8 Milton Milton NNP cord-218324-gqiapgiv 133 9 Keynes Keynes NNP cord-218324-gqiapgiv 133 10 lying lie VBG cord-218324-gqiapgiv 133 11 at at IN cord-218324-gqiapgiv 133 12 the the DT cord-218324-gqiapgiv 133 13 intersection intersection NN cord-218324-gqiapgiv 133 14 . . . cord-218324-gqiapgiv 134 1 With with IN cord-218324-gqiapgiv 134 2 the the DT cord-218324-gqiapgiv 134 3 exception exception NN cord-218324-gqiapgiv 134 4 of of IN cord-218324-gqiapgiv 134 5 Hartlepool Hartlepool NNP cord-218324-gqiapgiv 134 6 , , , cord-218324-gqiapgiv 134 7 these these DT cord-218324-gqiapgiv 134 8 are be VBP cord-218324-gqiapgiv 134 9 places place NNS cord-218324-gqiapgiv 134 10 which which WDT cord-218324-gqiapgiv 134 11 would would MD cord-218324-gqiapgiv 134 12 see see VB cord-218324-gqiapgiv 134 13 strong strong JJ cord-218324-gqiapgiv 134 14 commuter commuter NN cord-218324-gqiapgiv 134 15 links link NNS cord-218324-gqiapgiv 134 16 to to IN cord-218324-gqiapgiv 134 17 London London NNP cord-218324-gqiapgiv 134 18 and and CC cord-218324-gqiapgiv 134 19 yet yet RB cord-218324-gqiapgiv 134 20 the the DT cord-218324-gqiapgiv 134 21 contrast contrast NN cord-218324-gqiapgiv 134 22 with with IN cord-218324-gqiapgiv 134 23 the the DT cord-218324-gqiapgiv 134 24 balls ball NNS cord-218324-gqiapgiv 134 25 that that WDT cord-218324-gqiapgiv 134 26 contain contain VBP cord-218324-gqiapgiv 134 27 London London NNP cord-218324-gqiapgiv 134 28 is be VBZ cord-218324-gqiapgiv 134 29 stark stark JJ cord-218324-gqiapgiv 134 30 . . . cord-218324-gqiapgiv 135 1 Similar similar JJ cord-218324-gqiapgiv 135 2 movement movement NN cord-218324-gqiapgiv 135 3 towards towards IN cord-218324-gqiapgiv 135 4 blue blue JJ cord-218324-gqiapgiv 135 5 is be VBZ cord-218324-gqiapgiv 135 6 seen see VBN cord-218324-gqiapgiv 135 7 in in IN cord-218324-gqiapgiv 135 8 ball ball NN cord-218324-gqiapgiv 135 9 27 27 CD cord-218324-gqiapgiv 135 10 , , , cord-218324-gqiapgiv 135 11 which which WDT cord-218324-gqiapgiv 135 12 also also RB cord-218324-gqiapgiv 135 13 contains contain VBZ cord-218324-gqiapgiv 135 14 London London NNP cord-218324-gqiapgiv 135 15 boroughs borough NNS cord-218324-gqiapgiv 135 16 . . . cord-218324-gqiapgiv 136 1 There there EX cord-218324-gqiapgiv 136 2 is be VBZ cord-218324-gqiapgiv 136 3 a a DT cord-218324-gqiapgiv 136 4 second second JJ cord-218324-gqiapgiv 136 5 interest interest NN cord-218324-gqiapgiv 136 6 at at IN cord-218324-gqiapgiv 136 7 the the DT cord-218324-gqiapgiv 136 8 other other JJ cord-218324-gqiapgiv 136 9 end end NN cord-218324-gqiapgiv 136 10 of of IN cord-218324-gqiapgiv 136 11 the the DT cord-218324-gqiapgiv 136 12 connected connected JJ cord-218324-gqiapgiv 136 13 shape shape NN cord-218324-gqiapgiv 136 14 where where WRB cord-218324-gqiapgiv 136 15 we -PRON- PRP cord-218324-gqiapgiv 136 16 see see VBP cord-218324-gqiapgiv 136 17 balls ball NNS cord-218324-gqiapgiv 136 18 9 9 CD cord-218324-gqiapgiv 136 19 and and CC cord-218324-gqiapgiv 136 20 14 14 CD cord-218324-gqiapgiv 136 21 become become VBP cord-218324-gqiapgiv 136 22 more more RBR cord-218324-gqiapgiv 136 23 yellow yellow JJ cord-218324-gqiapgiv 136 24 . . . cord-218324-gqiapgiv 137 1 This this DT cord-218324-gqiapgiv 137 2 is be VBZ cord-218324-gqiapgiv 137 3 not not RB cord-218324-gqiapgiv 137 4 taking take VBG cord-218324-gqiapgiv 137 5 them -PRON- PRP cord-218324-gqiapgiv 137 6 to to IN cord-218324-gqiapgiv 137 7 the the DT cord-218324-gqiapgiv 137 8 same same JJ cord-218324-gqiapgiv 137 9 scale scale NN cord-218324-gqiapgiv 137 10 as as IN cord-218324-gqiapgiv 137 11 the the DT cord-218324-gqiapgiv 137 12 highest high JJS cord-218324-gqiapgiv 137 13 set set NN cord-218324-gqiapgiv 137 14 , , , cord-218324-gqiapgiv 137 15 but but CC cord-218324-gqiapgiv 137 16 it -PRON- PRP cord-218324-gqiapgiv 137 17 is be VBZ cord-218324-gqiapgiv 137 18 evidence evidence NN cord-218324-gqiapgiv 137 19 that that IN cord-218324-gqiapgiv 137 20 there there EX cord-218324-gqiapgiv 137 21 are be VBP cord-218324-gqiapgiv 137 22 non non JJ cord-218324-gqiapgiv 137 23 - - JJ cord-218324-gqiapgiv 137 24 uniform uniform JJ cord-218324-gqiapgiv 137 25 changes change NNS cord-218324-gqiapgiv 137 26 in in IN cord-218324-gqiapgiv 137 27 other other JJ cord-218324-gqiapgiv 137 28 parts part NNS cord-218324-gqiapgiv 137 29 of of IN cord-218324-gqiapgiv 137 30 the the DT cord-218324-gqiapgiv 137 31 shape shape NN cord-218324-gqiapgiv 137 32 . . . cord-218324-gqiapgiv 138 1 These these DT cord-218324-gqiapgiv 138 2 balls ball NNS cord-218324-gqiapgiv 138 3 are be VBP cord-218324-gqiapgiv 138 4 the the DT cord-218324-gqiapgiv 138 5 industrial industrial JJ cord-218324-gqiapgiv 138 6 north north NN cord-218324-gqiapgiv 138 7 , , , cord-218324-gqiapgiv 138 8 including include VBG cord-218324-gqiapgiv 138 9 North North NNP cord-218324-gqiapgiv 138 10 - - HYPH cord-218324-gqiapgiv 138 11 East East NNP cord-218324-gqiapgiv 138 12 Manchester Manchester NNP cord-218324-gqiapgiv 138 13 , , , cord-218324-gqiapgiv 138 14 Blackburn Blackburn NNP cord-218324-gqiapgiv 138 15 and and CC cord-218324-gqiapgiv 138 16 Darwen Darwen NNP cord-218324-gqiapgiv 138 17 , , , cord-218324-gqiapgiv 138 18 Bradford Bradford NNP cord-218324-gqiapgiv 138 19 and and CC cord-218324-gqiapgiv 138 20 Sheffield Sheffield NNP cord-218324-gqiapgiv 138 21 . . . cord-218324-gqiapgiv 139 1 They -PRON- PRP cord-218324-gqiapgiv 139 2 are be VBP cord-218324-gqiapgiv 139 3 not not RB cord-218324-gqiapgiv 139 4 major major JJ cord-218324-gqiapgiv 139 5 urban urban JJ cord-218324-gqiapgiv 139 6 centres centre NNS cord-218324-gqiapgiv 139 7 , , , cord-218324-gqiapgiv 139 8 and and CC cord-218324-gqiapgiv 139 9 their -PRON- PRP$ cord-218324-gqiapgiv 139 10 overall overall JJ cord-218324-gqiapgiv 139 11 population population NN cord-218324-gqiapgiv 139 12 density density NN cord-218324-gqiapgiv 139 13 is be VBZ cord-218324-gqiapgiv 139 14 relatively relatively RB cord-218324-gqiapgiv 139 15 low low JJ cord-218324-gqiapgiv 139 16 compared compare VBN cord-218324-gqiapgiv 139 17 to to IN cord-218324-gqiapgiv 139 18 other other JJ cord-218324-gqiapgiv 139 19 build build VB cord-218324-gqiapgiv 139 20 up up RP cord-218324-gqiapgiv 139 21 areas area NNS cord-218324-gqiapgiv 139 22 . . . cord-218324-gqiapgiv 140 1 Whether whether IN cord-218324-gqiapgiv 140 2 this this DT cord-218324-gqiapgiv 140 3 transition transition NN cord-218324-gqiapgiv 140 4 is be VBZ cord-218324-gqiapgiv 140 5 indicative indicative JJ cord-218324-gqiapgiv 140 6 of of IN cord-218324-gqiapgiv 140 7 a a DT cord-218324-gqiapgiv 140 8 growing grow VBG cord-218324-gqiapgiv 140 9 cluster cluster NN cord-218324-gqiapgiv 140 10 is be VBZ cord-218324-gqiapgiv 140 11 unknown unknown JJ cord-218324-gqiapgiv 140 12 , , , cord-218324-gqiapgiv 140 13 but but CC cord-218324-gqiapgiv 140 14 such such JJ cord-218324-gqiapgiv 140 15 changes change NNS cord-218324-gqiapgiv 140 16 are be VBP cord-218324-gqiapgiv 140 17 something something NN cord-218324-gqiapgiv 140 18 which which WDT cord-218324-gqiapgiv 140 19 authorities authority NNS cord-218324-gqiapgiv 140 20 may may MD cord-218324-gqiapgiv 140 21 wish wish VB cord-218324-gqiapgiv 140 22 to to TO cord-218324-gqiapgiv 140 23 monitor monitor VB cord-218324-gqiapgiv 140 24 as as IN cord-218324-gqiapgiv 140 25 more more JJR cord-218324-gqiapgiv 140 26 data data NN cord-218324-gqiapgiv 140 27 comes come VBZ cord-218324-gqiapgiv 140 28 in in RP cord-218324-gqiapgiv 140 29 . . . cord-218324-gqiapgiv 141 1 The the DT cord-218324-gqiapgiv 141 2 cities city NNS cord-218324-gqiapgiv 141 3 of of IN cord-218324-gqiapgiv 141 4 Manchester Manchester NNP cord-218324-gqiapgiv 141 5 , , , cord-218324-gqiapgiv 141 6 Liverpool Liverpool NNP cord-218324-gqiapgiv 141 7 , , , cord-218324-gqiapgiv 141 8 Nottingham Nottingham NNP cord-218324-gqiapgiv 141 9 , , , cord-218324-gqiapgiv 141 10 Birmingham Birmingham NNP cord-218324-gqiapgiv 141 11 and and CC cord-218324-gqiapgiv 141 12 Bristol Bristol NNP cord-218324-gqiapgiv 141 13 sit sit VBP cord-218324-gqiapgiv 141 14 in in IN cord-218324-gqiapgiv 141 15 ball ball NN cord-218324-gqiapgiv 141 16 7 7 CD cord-218324-gqiapgiv 141 17 , , , cord-218324-gqiapgiv 142 1 this this DT cord-218324-gqiapgiv 142 2 lies lie VBZ cord-218324-gqiapgiv 142 3 between between IN cord-218324-gqiapgiv 142 4 the the DT cord-218324-gqiapgiv 142 5 major major JJ cord-218324-gqiapgiv 142 6 growth growth NN cord-218324-gqiapgiv 142 7 balls ball NNS cord-218324-gqiapgiv 142 8 and and CC cord-218324-gqiapgiv 142 9 balls ball NNS cord-218324-gqiapgiv 142 10 9 9 CD cord-218324-gqiapgiv 142 11 and and CC cord-218324-gqiapgiv 142 12 14 14 CD cord-218324-gqiapgiv 142 13 . . . cord-218324-gqiapgiv 143 1 A a DT cord-218324-gqiapgiv 143 2 suggestion suggestion NN cord-218324-gqiapgiv 143 3 is be VBZ cord-218324-gqiapgiv 143 4 made make VBN cord-218324-gqiapgiv 143 5 that that IN cord-218324-gqiapgiv 143 6 these these DT cord-218324-gqiapgiv 143 7 serve serve VBP cord-218324-gqiapgiv 143 8 as as IN cord-218324-gqiapgiv 143 9 a a DT cord-218324-gqiapgiv 143 10 conduit conduit NN cord-218324-gqiapgiv 143 11 to to IN cord-218324-gqiapgiv 143 12 their -PRON- PRP$ cord-218324-gqiapgiv 143 13 satellites satellite NNS cord-218324-gqiapgiv 143 14 , , , cord-218324-gqiapgiv 143 15 but but CC cord-218324-gqiapgiv 143 16 ball ball NN cord-218324-gqiapgiv 143 17 8 8 CD cord-218324-gqiapgiv 143 18 that that WDT cord-218324-gqiapgiv 143 19 has have VBZ cord-218324-gqiapgiv 143 20 characteristics characteristic NNS cord-218324-gqiapgiv 143 21 between between IN cord-218324-gqiapgiv 143 22 the the DT cord-218324-gqiapgiv 143 23 two two CD cord-218324-gqiapgiv 143 24 , , , cord-218324-gqiapgiv 143 25 does do VBZ cord-218324-gqiapgiv 143 26 not not RB cord-218324-gqiapgiv 143 27 show show VB cord-218324-gqiapgiv 143 28 such such JJ cord-218324-gqiapgiv 143 29 change change NN cord-218324-gqiapgiv 143 30 in in IN cord-218324-gqiapgiv 143 31 early early JJ cord-218324-gqiapgiv 143 32 April April NNP cord-218324-gqiapgiv 143 33 . . . cord-218324-gqiapgiv 144 1 As as IN cord-218324-gqiapgiv 144 2 time time NN cord-218324-gqiapgiv 144 3 has have VBZ cord-218324-gqiapgiv 144 4 gone go VBN cord-218324-gqiapgiv 144 5 on on RP cord-218324-gqiapgiv 144 6 we -PRON- PRP cord-218324-gqiapgiv 144 7 see see VBP cord-218324-gqiapgiv 144 8 distinct distinct JJ cord-218324-gqiapgiv 144 9 increases increase NNS cord-218324-gqiapgiv 144 10 in in IN cord-218324-gqiapgiv 144 11 the the DT cord-218324-gqiapgiv 144 12 relative relative JJ cord-218324-gqiapgiv 144 13 proportions proportion NNS cord-218324-gqiapgiv 144 14 through through IN cord-218324-gqiapgiv 144 15 ball ball NN cord-218324-gqiapgiv 144 16 8 8 CD cord-218324-gqiapgiv 144 17 into into IN cord-218324-gqiapgiv 144 18 balls ball NNS cord-218324-gqiapgiv 144 19 9 9 CD cord-218324-gqiapgiv 144 20 and and CC cord-218324-gqiapgiv 144 21 14 14 CD cord-218324-gqiapgiv 144 22 . . . cord-218324-gqiapgiv 145 1 The the DT cord-218324-gqiapgiv 145 2 latter latter JJ cord-218324-gqiapgiv 145 3 remain remain VBP cord-218324-gqiapgiv 145 4 ahead ahead RB cord-218324-gqiapgiv 145 5 of of IN cord-218324-gqiapgiv 145 6 their -PRON- PRP$ cord-218324-gqiapgiv 145 7 neighbours neighbour NNS cord-218324-gqiapgiv 145 8 . . . cord-218324-gqiapgiv 146 1 Our -PRON- PRP$ cord-218324-gqiapgiv 146 2 dynamic dynamic JJ cord-218324-gqiapgiv 146 3 plots plot NNS cord-218324-gqiapgiv 146 4 help help VBP cord-218324-gqiapgiv 146 5 greatly greatly RB cord-218324-gqiapgiv 146 6 in in IN cord-218324-gqiapgiv 146 7 charting charting NN cord-218324-gqiapgiv 146 8 change change NN cord-218324-gqiapgiv 146 9 . . . cord-218324-gqiapgiv 147 1 To to TO cord-218324-gqiapgiv 147 2 chart chart VB cord-218324-gqiapgiv 147 3 the the DT cord-218324-gqiapgiv 147 4 evolution evolution NN cord-218324-gqiapgiv 147 5 of of IN cord-218324-gqiapgiv 147 6 these these DT cord-218324-gqiapgiv 147 7 stories story NNS cord-218324-gqiapgiv 147 8 Figure Figure NNP cord-218324-gqiapgiv 147 9 Panel Panel NNP cord-218324-gqiapgiv 147 10 ( ( -LRB- cord-218324-gqiapgiv 147 11 b b NN cord-218324-gqiapgiv 147 12 ) ) -RRB- cord-218324-gqiapgiv 147 13 reflects reflect VBZ cord-218324-gqiapgiv 147 14 on on IN cord-218324-gqiapgiv 147 15 the the DT cord-218324-gqiapgiv 147 16 two two CD cord-218324-gqiapgiv 147 17 balls ball NNS cord-218324-gqiapgiv 147 18 to to IN cord-218324-gqiapgiv 147 19 the the DT cord-218324-gqiapgiv 147 20 top top JJ cord-218324-gqiapgiv 147 21 left left NN cord-218324-gqiapgiv 147 22 of of IN cord-218324-gqiapgiv 147 23 the the DT cord-218324-gqiapgiv 147 24 plot plot NN cord-218324-gqiapgiv 147 25 where where WRB cord-218324-gqiapgiv 147 26 the the DT cord-218324-gqiapgiv 147 27 proportion proportion NN cord-218324-gqiapgiv 147 28 of of IN cord-218324-gqiapgiv 147 29 cases case NNS cord-218324-gqiapgiv 147 30 rose rise VBD cord-218324-gqiapgiv 147 31 quickest quick JJS cord-218324-gqiapgiv 147 32 , , , cord-218324-gqiapgiv 147 33 balls ball NNS cord-218324-gqiapgiv 147 34 9 9 CD cord-218324-gqiapgiv 147 35 and and CC cord-218324-gqiapgiv 147 36 14 14 CD cord-218324-gqiapgiv 147 37 . . . cord-218324-gqiapgiv 148 1 These these DT cord-218324-gqiapgiv 148 2 link link VBP cord-218324-gqiapgiv 148 3 through through IN cord-218324-gqiapgiv 148 4 the the DT cord-218324-gqiapgiv 148 5 characteristic characteristic JJ cord-218324-gqiapgiv 148 6 space space NN cord-218324-gqiapgiv 148 7 to to IN cord-218324-gqiapgiv 148 8 London London NNP cord-218324-gqiapgiv 148 9 via via IN cord-218324-gqiapgiv 148 10 balls ball NNS cord-218324-gqiapgiv 148 11 7 7 CD cord-218324-gqiapgiv 148 12 and and CC cord-218324-gqiapgiv 148 13 8 8 CD cord-218324-gqiapgiv 148 14 , , , cord-218324-gqiapgiv 148 15 the the DT cord-218324-gqiapgiv 148 16 former former JJ cord-218324-gqiapgiv 148 17 including include VBG cord-218324-gqiapgiv 148 18 Manchester Manchester NNP cord-218324-gqiapgiv 148 19 , , , cord-218324-gqiapgiv 148 20 Leeds Leeds NNP cord-218324-gqiapgiv 148 21 and and CC cord-218324-gqiapgiv 148 22 other other JJ cord-218324-gqiapgiv 148 23 cities city NNS cord-218324-gqiapgiv 148 24 that that WDT cord-218324-gqiapgiv 148 25 would would MD cord-218324-gqiapgiv 148 26 attract attract VB cord-218324-gqiapgiv 148 27 commuters commuter NNS cord-218324-gqiapgiv 148 28 from from IN cord-218324-gqiapgiv 148 29 the the DT cord-218324-gqiapgiv 148 30 areas area NNS cord-218324-gqiapgiv 148 31 of of IN cord-218324-gqiapgiv 148 32 9 9 CD cord-218324-gqiapgiv 148 33 and and CC cord-218324-gqiapgiv 148 34 14 14 CD cord-218324-gqiapgiv 148 35 . . . cord-218324-gqiapgiv 149 1 Region region NN cord-218324-gqiapgiv 149 2 7 7 CD cord-218324-gqiapgiv 149 3 contains contain VBZ cord-218324-gqiapgiv 149 4 suburbs suburb NNS cord-218324-gqiapgiv 149 5 of of IN cord-218324-gqiapgiv 149 6 Manchester Manchester NNP cord-218324-gqiapgiv 149 7 and and CC cord-218324-gqiapgiv 149 8 serves serve VBZ cord-218324-gqiapgiv 149 9 as as IN cord-218324-gqiapgiv 149 10 a a DT cord-218324-gqiapgiv 149 11 link link NN cord-218324-gqiapgiv 149 12 to to IN cord-218324-gqiapgiv 149 13 9 9 CD cord-218324-gqiapgiv 149 14 and and CC cord-218324-gqiapgiv 149 15 14 14 CD cord-218324-gqiapgiv 149 16 . . . cord-218324-gqiapgiv 150 1 Of of IN cord-218324-gqiapgiv 150 2 all all PDT cord-218324-gqiapgiv 150 3 the the DT cord-218324-gqiapgiv 150 4 regions region NNS cord-218324-gqiapgiv 150 5 plotted plot VBD cord-218324-gqiapgiv 150 6 it -PRON- PRP cord-218324-gqiapgiv 150 7 is be VBZ cord-218324-gqiapgiv 150 8 ball ball NN cord-218324-gqiapgiv 150 9 7 7 CD cord-218324-gqiapgiv 150 10 that that WDT cord-218324-gqiapgiv 150 11 consistently consistently RB cord-218324-gqiapgiv 150 12 has have VBZ cord-218324-gqiapgiv 150 13 the the DT cord-218324-gqiapgiv 150 14 lowest low JJS cord-218324-gqiapgiv 150 15 number number NN cord-218324-gqiapgiv 150 16 of of IN cord-218324-gqiapgiv 150 17 cases case NNS cord-218324-gqiapgiv 150 18 . . . cord-218324-gqiapgiv 151 1 As as IN cord-218324-gqiapgiv 151 2 the the DT cord-218324-gqiapgiv 151 3 Covid-19 covid-19 NN cord-218324-gqiapgiv 151 4 pandemic pandemic NN cord-218324-gqiapgiv 151 5 grows grow VBZ cord-218324-gqiapgiv 151 6 , , , cord-218324-gqiapgiv 151 7 so so IN cord-218324-gqiapgiv 151 8 these these DT cord-218324-gqiapgiv 151 9 evolutions evolution NNS cord-218324-gqiapgiv 151 10 will will MD cord-218324-gqiapgiv 151 11 continue continue VB cord-218324-gqiapgiv 151 12 to to TO cord-218324-gqiapgiv 151 13 interest interest VB cord-218324-gqiapgiv 151 14 . . . cord-218324-gqiapgiv 152 1 None none NN cord-218324-gqiapgiv 152 2 of of IN cord-218324-gqiapgiv 152 3 our -PRON- PRP$ cord-218324-gqiapgiv 152 4 plots plot NNS cord-218324-gqiapgiv 152 5 suggest suggest VBP cord-218324-gqiapgiv 152 6 any any DT cord-218324-gqiapgiv 152 7 flattening flattening NN cord-218324-gqiapgiv 152 8 of of IN cord-218324-gqiapgiv 152 9 the the DT cord-218324-gqiapgiv 152 10 new new JJ cord-218324-gqiapgiv 152 11 cases case NNS cord-218324-gqiapgiv 152 12 curve curve VBP cord-218324-gqiapgiv 152 13 anywhere anywhere RB cord-218324-gqiapgiv 152 14 except except IN cord-218324-gqiapgiv 152 15 ball ball NN cord-218324-gqiapgiv 152 16 20 20 CD cord-218324-gqiapgiv 152 17 . . . cord-218324-gqiapgiv 153 1 Indeed indeed RB cord-218324-gqiapgiv 153 2 the the DT cord-218324-gqiapgiv 153 3 suggestion suggestion NN cord-218324-gqiapgiv 153 4 that that IN cord-218324-gqiapgiv 153 5 other other JJ cord-218324-gqiapgiv 153 6 balls ball NNS cord-218324-gqiapgiv 153 7 are be VBP cord-218324-gqiapgiv 153 8 starting start VBG cord-218324-gqiapgiv 153 9 on on IN cord-218324-gqiapgiv 153 10 their -PRON- PRP$ cord-218324-gqiapgiv 153 11 own own JJ cord-218324-gqiapgiv 153 12 curves curve NNS cord-218324-gqiapgiv 153 13 will will MD cord-218324-gqiapgiv 153 14 be be VB cord-218324-gqiapgiv 153 15 of of IN cord-218324-gqiapgiv 153 16 concern concern NN cord-218324-gqiapgiv 153 17 to to IN cord-218324-gqiapgiv 153 18 those those DT cord-218324-gqiapgiv 153 19 watching watch VBG cord-218324-gqiapgiv 153 20 the the DT cord-218324-gqiapgiv 153 21 spread spread NN cord-218324-gqiapgiv 153 22 of of IN cord-218324-gqiapgiv 153 23 Covid-19 covid-19 NN cord-218324-gqiapgiv 153 24 . . . cord-218324-gqiapgiv 153 25 Exploring explore VBG cord-218324-gqiapgiv 153 26 these these DT cord-218324-gqiapgiv 153 27 developments development NNS cord-218324-gqiapgiv 153 28 across across IN cord-218324-gqiapgiv 153 29 the the DT cord-218324-gqiapgiv 153 30 characteristic characteristic JJ cord-218324-gqiapgiv 153 31 space space NN cord-218324-gqiapgiv 153 32 will will MD cord-218324-gqiapgiv 153 33 be be VB cord-218324-gqiapgiv 153 34 a a DT cord-218324-gqiapgiv 153 35 rich rich JJ cord-218324-gqiapgiv 153 36 seem seem NN cord-218324-gqiapgiv 153 37 of of IN cord-218324-gqiapgiv 153 38 work work NN cord-218324-gqiapgiv 153 39 as as IN cord-218324-gqiapgiv 153 40 the the DT cord-218324-gqiapgiv 153 41 data data NN cord-218324-gqiapgiv 153 42 develops develop VBZ cord-218324-gqiapgiv 153 43 . . . cord-218324-gqiapgiv 154 1 Using use VBG cord-218324-gqiapgiv 154 2 a a DT cord-218324-gqiapgiv 154 3 highly highly RB cord-218324-gqiapgiv 154 4 aggregated aggregate VBN cord-218324-gqiapgiv 154 5 dataset dataset NN cord-218324-gqiapgiv 154 6 of of IN cord-218324-gqiapgiv 154 7 NUTS3 NUTS3 NNP cord-218324-gqiapgiv 154 8 level level NN cord-218324-gqiapgiv 154 9 economic economic JJ cord-218324-gqiapgiv 154 10 indicators indicator NNS cord-218324-gqiapgiv 154 11 , , , cord-218324-gqiapgiv 154 12 this this DT cord-218324-gqiapgiv 154 13 paper paper NN cord-218324-gqiapgiv 154 14 has have VBZ cord-218324-gqiapgiv 154 15 charted chart VBN cord-218324-gqiapgiv 154 16 the the DT cord-218324-gqiapgiv 154 17 spread spread NN cord-218324-gqiapgiv 154 18 of of IN cord-218324-gqiapgiv 154 19 the the DT cord-218324-gqiapgiv 154 20 Covid-19 covid-19 NN cord-218324-gqiapgiv 154 21 virus virus NN cord-218324-gqiapgiv 154 22 across across IN cord-218324-gqiapgiv 154 23 England England NNP cord-218324-gqiapgiv 154 24 . . . cord-218324-gqiapgiv 155 1 The the DT cord-218324-gqiapgiv 155 2 BM BM NNP cord-218324-gqiapgiv 155 3 algorithm algorithm NN cord-218324-gqiapgiv 155 4 has have VBZ cord-218324-gqiapgiv 155 5 been be VBN cord-218324-gqiapgiv 155 6 employed employ VBN cord-218324-gqiapgiv 155 7 to to TO cord-218324-gqiapgiv 155 8 represent represent VB cord-218324-gqiapgiv 155 9 the the DT cord-218324-gqiapgiv 155 10 economic economic JJ cord-218324-gqiapgiv 155 11 characteristic characteristic JJ cord-218324-gqiapgiv 155 12 space space NN cord-218324-gqiapgiv 155 13 . . . cord-218324-gqiapgiv 156 1 We -PRON- PRP cord-218324-gqiapgiv 156 2 have have VBP cord-218324-gqiapgiv 156 3 done do VBN cord-218324-gqiapgiv 156 4 so so RB cord-218324-gqiapgiv 156 5 across across IN cord-218324-gqiapgiv 156 6 six six CD cord-218324-gqiapgiv 156 7 key key JJ cord-218324-gqiapgiv 156 8 axes axis NNS cord-218324-gqiapgiv 156 9 , , , cord-218324-gqiapgiv 156 10 giving give VBG cord-218324-gqiapgiv 156 11 a a DT cord-218324-gqiapgiv 156 12 mapping mapping NN cord-218324-gqiapgiv 156 13 of of IN cord-218324-gqiapgiv 156 14 the the DT cord-218324-gqiapgiv 156 15 importance importance NN cord-218324-gqiapgiv 156 16 of of IN cord-218324-gqiapgiv 156 17 interactions interaction NNS cord-218324-gqiapgiv 156 18 of of IN cord-218324-gqiapgiv 156 19 these these DT cord-218324-gqiapgiv 156 20 characteristics characteristic NNS cord-218324-gqiapgiv 156 21 in in IN cord-218324-gqiapgiv 156 22 determining determine VBG cord-218324-gqiapgiv 156 23 outbreak outbreak NN cord-218324-gqiapgiv 156 24 extents extent NNS cord-218324-gqiapgiv 156 25 . . . cord-218324-gqiapgiv 157 1 Developments development NNS cord-218324-gqiapgiv 157 2 in in IN cord-218324-gqiapgiv 157 3 Outer Outer NNP cord-218324-gqiapgiv 157 4 London London NNP cord-218324-gqiapgiv 157 5 , , , cord-218324-gqiapgiv 157 6 and and CC cord-218324-gqiapgiv 157 7 particularly particularly RB cord-218324-gqiapgiv 157 8 the the DT cord-218324-gqiapgiv 157 9 contrast contrast NN cord-218324-gqiapgiv 157 10 with with IN cord-218324-gqiapgiv 157 11 relatively relatively RB cord-218324-gqiapgiv 157 12 similar similar JJ cord-218324-gqiapgiv 157 13 areas area NNS cord-218324-gqiapgiv 157 14 which which WDT cord-218324-gqiapgiv 157 15 serve serve VBP cord-218324-gqiapgiv 157 16 London London NNP cord-218324-gqiapgiv 157 17 as as IN cord-218324-gqiapgiv 157 18 commuter commuter NN cord-218324-gqiapgiv 157 19 towns town NNS cord-218324-gqiapgiv 157 20 , , , cord-218324-gqiapgiv 157 21 will will MD cord-218324-gqiapgiv 157 22 be be VB cord-218324-gqiapgiv 157 23 of of IN cord-218324-gqiapgiv 157 24 interest interest NN cord-218324-gqiapgiv 157 25 in in IN cord-218324-gqiapgiv 157 26 modelling model VBG cord-218324-gqiapgiv 157 27 the the DT cord-218324-gqiapgiv 157 28 spread spread NN cord-218324-gqiapgiv 157 29 . . . cord-218324-gqiapgiv 158 1 Likewise likewise RB cord-218324-gqiapgiv 158 2 , , , cord-218324-gqiapgiv 158 3 the the DT cord-218324-gqiapgiv 158 4 growing grow VBG cord-218324-gqiapgiv 158 5 intensity intensity NN cord-218324-gqiapgiv 158 6 seen see VBN cord-218324-gqiapgiv 158 7 in in IN cord-218324-gqiapgiv 158 8 the the DT cord-218324-gqiapgiv 158 9 North North NNP cord-218324-gqiapgiv 158 10 of of IN cord-218324-gqiapgiv 158 11 England England NNP cord-218324-gqiapgiv 158 12 , , , cord-218324-gqiapgiv 158 13 in in IN cord-218324-gqiapgiv 158 14 the the DT cord-218324-gqiapgiv 158 15 industrial industrial JJ cord-218324-gqiapgiv 158 16 heartlands heartland NNS cord-218324-gqiapgiv 158 17 of of IN cord-218324-gqiapgiv 158 18 Lancashire Lancashire NNP cord-218324-gqiapgiv 158 19 and and CC cord-218324-gqiapgiv 158 20 Yorkshire Yorkshire NNP cord-218324-gqiapgiv 158 21 , , , cord-218324-gqiapgiv 158 22 will will MD cord-218324-gqiapgiv 158 23 also also RB cord-218324-gqiapgiv 158 24 be be VB cord-218324-gqiapgiv 158 25 something something NN cord-218324-gqiapgiv 158 26 for for IN cord-218324-gqiapgiv 158 27 further further JJ cord-218324-gqiapgiv 158 28 thought thought NN cord-218324-gqiapgiv 158 29 for for IN cord-218324-gqiapgiv 158 30 UK UK NNP cord-218324-gqiapgiv 158 31 policy policy NN cord-218324-gqiapgiv 158 32 - - HYPH cord-218324-gqiapgiv 158 33 makers maker NNS cord-218324-gqiapgiv 158 34 . . . cord-218324-gqiapgiv 159 1 Development development NN cord-218324-gqiapgiv 159 2 of of IN cord-218324-gqiapgiv 159 3 the the DT cord-218324-gqiapgiv 159 4 dataset dataset NN cord-218324-gqiapgiv 159 5 , , , cord-218324-gqiapgiv 159 6 fine fine JJ cord-218324-gqiapgiv 159 7 graining grain VBG cord-218324-gqiapgiv 159 8 the the DT cord-218324-gqiapgiv 159 9 information information NN cord-218324-gqiapgiv 159 10 to to TO cord-218324-gqiapgiv 159 11 better better RB cord-218324-gqiapgiv 159 12 represent represent VB cord-218324-gqiapgiv 159 13 target target NN cord-218324-gqiapgiv 159 14 populations population NNS cord-218324-gqiapgiv 159 15 and and CC cord-218324-gqiapgiv 159 16 understanding understand VBG cord-218324-gqiapgiv 159 17 more more JJR cord-218324-gqiapgiv 159 18 economic economic JJ cord-218324-gqiapgiv 159 19 variables variable NNS cord-218324-gqiapgiv 159 20 , , , cord-218324-gqiapgiv 159 21 will will MD cord-218324-gqiapgiv 159 22 all all DT cord-218324-gqiapgiv 159 23 help help VB cord-218324-gqiapgiv 159 24 enhance enhance VB cord-218324-gqiapgiv 159 25 the the DT cord-218324-gqiapgiv 159 26 modelling modelling NN cord-218324-gqiapgiv 159 27 . . . cord-218324-gqiapgiv 160 1 A a DT cord-218324-gqiapgiv 160 2 further further JJ cord-218324-gqiapgiv 160 3 omission omission NN cord-218324-gqiapgiv 160 4 is be VBZ cord-218324-gqiapgiv 160 5 the the DT cord-218324-gqiapgiv 160 6 spatial spatial JJ cord-218324-gqiapgiv 160 7 dimension dimension NN cord-218324-gqiapgiv 160 8 , , , cord-218324-gqiapgiv 160 9 there there EX cord-218324-gqiapgiv 160 10 is be VBZ cord-218324-gqiapgiv 160 11 no no DT cord-218324-gqiapgiv 160 12 measure measure NN cord-218324-gqiapgiv 160 13 here here RB cord-218324-gqiapgiv 160 14 to to TO cord-218324-gqiapgiv 160 15 capture capture VB cord-218324-gqiapgiv 160 16 the the DT cord-218324-gqiapgiv 160 17 physical physical JJ cord-218324-gqiapgiv 160 18 geography geography NN cord-218324-gqiapgiv 160 19 ; ; : cord-218324-gqiapgiv 160 20 rather rather RB cord-218324-gqiapgiv 160 21 we -PRON- PRP cord-218324-gqiapgiv 160 22 simply simply RB cord-218324-gqiapgiv 160 23 appeal appeal VBP cord-218324-gqiapgiv 160 24 to to IN cord-218324-gqiapgiv 160 25 the the DT cord-218324-gqiapgiv 160 26 idea idea NN cord-218324-gqiapgiv 160 27 that that IN cord-218324-gqiapgiv 160 28 many many JJ cord-218324-gqiapgiv 160 29 of of IN cord-218324-gqiapgiv 160 30 our -PRON- PRP$ cord-218324-gqiapgiv 160 31 measures measure NNS cord-218324-gqiapgiv 160 32 are be VBP cord-218324-gqiapgiv 160 33 driven drive VBN cord-218324-gqiapgiv 160 34 by by IN cord-218324-gqiapgiv 160 35 the the DT cord-218324-gqiapgiv 160 36 distance distance NN cord-218324-gqiapgiv 160 37 to to IN cord-218324-gqiapgiv 160 38 London London NNP cord-218324-gqiapgiv 160 39 because because IN cord-218324-gqiapgiv 160 40 of of IN cord-218324-gqiapgiv 160 41 the the DT cord-218324-gqiapgiv 160 42 economic economic JJ cord-218324-gqiapgiv 160 43 imbalance imbalance NN cord-218324-gqiapgiv 160 44 of of IN cord-218324-gqiapgiv 160 45 the the DT cord-218324-gqiapgiv 160 46 United United NNP cord-218324-gqiapgiv 160 47 Kingdom Kingdom NNP cord-218324-gqiapgiv 160 48 . . . cord-218324-gqiapgiv 161 1 Notwithstanding notwithstanding IN cord-218324-gqiapgiv 161 2 these these DT cord-218324-gqiapgiv 161 3 concerns concern NNS cord-218324-gqiapgiv 161 4 , , , cord-218324-gqiapgiv 161 5 the the DT cord-218324-gqiapgiv 161 6 goal goal NN cord-218324-gqiapgiv 161 7 of of IN cord-218324-gqiapgiv 161 8 this this DT cord-218324-gqiapgiv 161 9 paper paper NN cord-218324-gqiapgiv 161 10 has have VBZ cord-218324-gqiapgiv 161 11 been be VBN cord-218324-gqiapgiv 161 12 a a DT cord-218324-gqiapgiv 161 13 demonstration demonstration NN cord-218324-gqiapgiv 161 14 of of IN cord-218324-gqiapgiv 161 15 what what WP cord-218324-gqiapgiv 161 16 BM BM NNP cord-218324-gqiapgiv 161 17 can can MD cord-218324-gqiapgiv 161 18 do do VB cord-218324-gqiapgiv 161 19 and and CC cord-218324-gqiapgiv 161 20 inspire inspire VB cord-218324-gqiapgiv 161 21 the the DT cord-218324-gqiapgiv 161 22 growth growth NN cord-218324-gqiapgiv 161 23 of of IN cord-218324-gqiapgiv 161 24 its -PRON- PRP$ cord-218324-gqiapgiv 161 25 use use NN cord-218324-gqiapgiv 161 26 . . . cord-218324-gqiapgiv 162 1 Our -PRON- PRP$ cord-218324-gqiapgiv 162 2 dynamic dynamic JJ cord-218324-gqiapgiv 162 3 evaluation evaluation NN cord-218324-gqiapgiv 162 4 is be VBZ cord-218324-gqiapgiv 162 5 constantly constantly RB cord-218324-gqiapgiv 162 6 updating update VBG cord-218324-gqiapgiv 162 7 , , , cord-218324-gqiapgiv 162 8 and and CC cord-218324-gqiapgiv 162 9 as as IN cord-218324-gqiapgiv 162 10 more more JJR cord-218324-gqiapgiv 162 11 is be VBZ cord-218324-gqiapgiv 162 12 learned learn VBN cord-218324-gqiapgiv 162 13 so so IN cord-218324-gqiapgiv 162 14 the the DT cord-218324-gqiapgiv 162 15 narrative narrative NN cord-218324-gqiapgiv 162 16 takes take VBZ cord-218324-gqiapgiv 162 17 shape shape NN cord-218324-gqiapgiv 162 18 . . . cord-218324-gqiapgiv 163 1 Extending extend VBG cord-218324-gqiapgiv 163 2 to to IN cord-218324-gqiapgiv 163 3 other other JJ cord-218324-gqiapgiv 163 4 countries country NNS cord-218324-gqiapgiv 163 5 where where WRB cord-218324-gqiapgiv 163 6 localised localised JJ cord-218324-gqiapgiv 163 7 reporting reporting NN cord-218324-gqiapgiv 163 8 of of IN cord-218324-gqiapgiv 163 9 cases case NNS cord-218324-gqiapgiv 163 10 is be VBZ cord-218324-gqiapgiv 163 11 available available JJ cord-218324-gqiapgiv 163 12 offers offer VBZ cord-218324-gqiapgiv 163 13 a a DT cord-218324-gqiapgiv 163 14 rich rich JJ cord-218324-gqiapgiv 163 15 seam seam NN cord-218324-gqiapgiv 163 16 for for IN cord-218324-gqiapgiv 163 17 impact impact NN cord-218324-gqiapgiv 163 18 generating generating NN cord-218324-gqiapgiv 163 19 exploration exploration NN cord-218324-gqiapgiv 163 20 . . . cord-218324-gqiapgiv 164 1 Important important JJ cord-218324-gqiapgiv 164 2 steps step NNS cord-218324-gqiapgiv 164 3 are be VBP cord-218324-gqiapgiv 164 4 taken take VBN cord-218324-gqiapgiv 164 5 in in IN cord-218324-gqiapgiv 164 6 both both DT cord-218324-gqiapgiv 164 7 opening open VBG cord-218324-gqiapgiv 164 8 new new JJ cord-218324-gqiapgiv 164 9 perspectives perspective NNS cord-218324-gqiapgiv 164 10 to to IN cord-218324-gqiapgiv 164 11 statistical statistical JJ cord-218324-gqiapgiv 164 12 studies study NNS cord-218324-gqiapgiv 164 13 in in IN cord-218324-gqiapgiv 164 14 economics economic NNS cord-218324-gqiapgiv 164 15 , , , cord-218324-gqiapgiv 164 16 but but CC cord-218324-gqiapgiv 164 17 also also RB cord-218324-gqiapgiv 164 18 in in IN cord-218324-gqiapgiv 164 19 appreciating appreciate VBG cord-218324-gqiapgiv 164 20 the the DT cord-218324-gqiapgiv 164 21 spread spread NN cord-218324-gqiapgiv 164 22 of of IN cord-218324-gqiapgiv 164 23 disease disease NN cord-218324-gqiapgiv 164 24 across across IN cord-218324-gqiapgiv 164 25 socio socio JJ cord-218324-gqiapgiv 164 26 - - JJ cord-218324-gqiapgiv 164 27 economic economic JJ cord-218324-gqiapgiv 164 28 space space NN cord-218324-gqiapgiv 164 29 . . . cord-218324-gqiapgiv 165 1 Economic economic JJ cord-218324-gqiapgiv 165 2 activity activity NN cord-218324-gqiapgiv 165 3 and and CC cord-218324-gqiapgiv 165 4 the the DT cord-218324-gqiapgiv 165 5 spread spread NN cord-218324-gqiapgiv 165 6 of of IN cord-218324-gqiapgiv 165 7 viral viral JJ cord-218324-gqiapgiv 165 8 diseases disease NNS cord-218324-gqiapgiv 166 1 : : : cord-218324-gqiapgiv 166 2 Evidence evidence NN cord-218324-gqiapgiv 166 3 from from IN cord-218324-gqiapgiv 166 4 high high JJ cord-218324-gqiapgiv 166 5 frequency frequency NN cord-218324-gqiapgiv 166 6 data datum NNS cord-218324-gqiapgiv 166 7 Health Health NNP cord-218324-gqiapgiv 166 8 , , , cord-218324-gqiapgiv 166 9 work work NN cord-218324-gqiapgiv 166 10 and and CC cord-218324-gqiapgiv 166 11 working working NN cord-218324-gqiapgiv 166 12 conditions condition NNS cord-218324-gqiapgiv 166 13 : : : cord-218324-gqiapgiv 166 14 a a DT cord-218324-gqiapgiv 166 15 review review NN cord-218324-gqiapgiv 166 16 of of IN cord-218324-gqiapgiv 166 17 the the DT cord-218324-gqiapgiv 166 18 european european NNP cord-218324-gqiapgiv 166 19 economic economic NNP cord-218324-gqiapgiv 166 20 literature literature NN cord-218324-gqiapgiv 166 21 Economic economic JJ cord-218324-gqiapgiv 166 22 inequality inequality NN cord-218324-gqiapgiv 166 23 and and CC cord-218324-gqiapgiv 166 24 population population NN cord-218324-gqiapgiv 166 25 health health NN cord-218324-gqiapgiv 166 26 : : : cord-218324-gqiapgiv 166 27 looking look VBG cord-218324-gqiapgiv 166 28 beyond beyond IN cord-218324-gqiapgiv 166 29 aggregate aggregate JJ cord-218324-gqiapgiv 166 30 indicators indicator NNS cord-218324-gqiapgiv 166 31 Topology topology NN cord-218324-gqiapgiv 166 32 and and CC cord-218324-gqiapgiv 166 33 data datum NNS cord-218324-gqiapgiv 166 34 Ball ball NN cord-218324-gqiapgiv 166 35 mapper mapper NN cord-218324-gqiapgiv 166 36 : : : cord-218324-gqiapgiv 166 37 a a DT cord-218324-gqiapgiv 166 38 shape shape NN cord-218324-gqiapgiv 166 39 summary summary NN cord-218324-gqiapgiv 166 40 for for IN cord-218324-gqiapgiv 166 41 topological topological JJ cord-218324-gqiapgiv 166 42 data data NN cord-218324-gqiapgiv 166 43 analysis analysis NN cord-218324-gqiapgiv 166 44 BallMapper BallMapper NNP cord-218324-gqiapgiv 166 45 : : : cord-218324-gqiapgiv 166 46 Create create VB cord-218324-gqiapgiv 166 47 a a DT cord-218324-gqiapgiv 166 48 Ball Ball NNP cord-218324-gqiapgiv 166 49 Mapper Mapper NNP cord-218324-gqiapgiv 166 50 graph graph NN cord-218324-gqiapgiv 166 51 of of IN cord-218324-gqiapgiv 166 52 the the DT cord-218324-gqiapgiv 166 53 input input NN cord-218324-gqiapgiv 166 54 data datum NNS cord-218324-gqiapgiv 167 1 The the DT cord-218324-gqiapgiv 167 2 macroeconomics macroeconomic NNS cord-218324-gqiapgiv 167 3 of of IN cord-218324-gqiapgiv 167 4 epidemics epidemic NNS cord-218324-gqiapgiv 168 1 Global global JJ cord-218324-gqiapgiv 168 2 trends trend NNS cord-218324-gqiapgiv 168 3 in in IN cord-218324-gqiapgiv 168 4 emerging emerge VBG cord-218324-gqiapgiv 168 5 infectious infectious JJ cord-218324-gqiapgiv 168 6 diseases disease NNS cord-218324-gqiapgiv 169 1 Fast fast JJ cord-218324-gqiapgiv 169 2 interpolation interpolation NN cord-218324-gqiapgiv 169 3 - - HYPH cord-218324-gqiapgiv 169 4 based base VBN cord-218324-gqiapgiv 169 5 t t NNP cord-218324-gqiapgiv 169 6 - - HYPH cord-218324-gqiapgiv 169 7 sne sne NNP cord-218324-gqiapgiv 169 8 for for IN cord-218324-gqiapgiv 169 9 improved improved JJ cord-218324-gqiapgiv 169 10 visualization visualization NN cord-218324-gqiapgiv 169 11 of of IN cord-218324-gqiapgiv 169 12 single single JJ cord-218324-gqiapgiv 169 13 - - HYPH cord-218324-gqiapgiv 169 14 cell cell NN cord-218324-gqiapgiv 169 15 rna rna NNP cord-218324-gqiapgiv 169 16 - - HYPH cord-218324-gqiapgiv 169 17 seq seq NNP cord-218324-gqiapgiv 169 18 data datum NNS cord-218324-gqiapgiv 169 19 Visualizing visualize VBG cord-218324-gqiapgiv 169 20 data datum NNS cord-218324-gqiapgiv 169 21 using use VBG cord-218324-gqiapgiv 169 22 t t NNP cord-218324-gqiapgiv 169 23 - - HYPH cord-218324-gqiapgiv 169 24 sne sne NNP cord-218324-gqiapgiv 170 1 The the DT cord-218324-gqiapgiv 170 2 effects effect NNS cord-218324-gqiapgiv 170 3 of of IN cord-218324-gqiapgiv 170 4 employment employment NN cord-218324-gqiapgiv 170 5 on on IN cord-218324-gqiapgiv 170 6 influenza influenza NN cord-218324-gqiapgiv 170 7 rates rate NNS cord-218324-gqiapgiv 170 8 Impacts impact NNS cord-218324-gqiapgiv 170 9 of of IN cord-218324-gqiapgiv 170 10 social social JJ cord-218324-gqiapgiv 170 11 and and CC cord-218324-gqiapgiv 170 12 economic economic JJ cord-218324-gqiapgiv 170 13 factors factor NNS cord-218324-gqiapgiv 170 14 on on IN cord-218324-gqiapgiv 170 15 the the DT cord-218324-gqiapgiv 170 16 transmission transmission NN cord-218324-gqiapgiv 170 17 of of IN cord-218324-gqiapgiv 170 18 coronavirus coronavirus NN cord-218324-gqiapgiv 170 19 disease disease NN cord-218324-gqiapgiv 170 20 2019 2019 CD cord-218324-gqiapgiv 170 21 ( ( -LRB- cord-218324-gqiapgiv 170 22 covid-19 covid-19 NNP cord-218324-gqiapgiv 170 23 ) ) -RRB- cord-218324-gqiapgiv 170 24 in in IN cord-218324-gqiapgiv 170 25 china china NNP cord-218324-gqiapgiv 170 26 Topological topological JJ cord-218324-gqiapgiv 170 27 methods method NNS cord-218324-gqiapgiv 170 28 for for IN cord-218324-gqiapgiv 170 29 the the DT cord-218324-gqiapgiv 170 30 analysis analysis NN cord-218324-gqiapgiv 170 31 of of IN cord-218324-gqiapgiv 170 32 high high JJ cord-218324-gqiapgiv 170 33 dimensional dimensional JJ cord-218324-gqiapgiv 170 34 data data NN cord-218324-gqiapgiv 170 35 sets set NNS cord-218324-gqiapgiv 170 36 and and CC cord-218324-gqiapgiv 170 37 3d 3d JJ cord-218324-gqiapgiv 170 38 object object NN cord-218324-gqiapgiv 170 39 recognition recognition NN