#FlattenTheCurve, Twitter, 5/14/2020 12:22:18 PM, 226719


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#FlattenTheCurve_2020-05-14_02-27-10.xlsx
#FlattenTheCurve_2020-05-14_02-27-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2LpWIEf
@gp_commsafety
@who
@hassanosman
@realdonaldtrump
@nomsagb
@cdcgov
@nygovcuomo
@ancapbarbie
@iceempress2
@sarahs_berg

Top hashtags:
#flattenthecurve
#covid19
#stayhome
#coronavirus
#socialdistancing
#staysafe

Description:
Description
The graph represents a network of 5,394 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 May 2020 at 09:28 UTC.

The requested start date was Thursday, 14 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 16-hour, 30-minute period from Monday, 11 May 2020 at 19:49 UTC to Wednesday, 13 May 2020 at 12:19 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 5394
Unique Edges : 2713
Edges With Duplicates : 7310
Total Edges : 10023
Number of Edge Types : 5
Retweet : 3216
MentionsInRetweet : 3952
Tweet : 1583
Mentions : 1061
Replies to : 211
Self-Loops : 1651
Reciprocated Vertex Pair Ratio : 0.013589797198411
Reciprocated Edge Ratio : 0.0268151815181518
Connected Components : 1405
Single-Vertex Connected Components : 679
Maximum Vertices in a Connected Component : 647
Maximum Edges in a Connected Component : 1531
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.196626
Graph Density : 0.000166656113154551
Modularity : 0.529529
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 5,394 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 May 2020 at 09:28 UTC.

The requested start date was Thursday, 14 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 16-hour, 30-minute period from Monday, 11 May 2020 at 19:49 UTC to Wednesday, 13 May 2020 at 12:19 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #FlattenTheCurve
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[63] http://hotpagenews.com
[42] https://twitter.com/funder/status/1260240359440998406
[23] https://www.marutisuzuki.com/corporate/media/press-releases/2020/maruti-suzuki-cares-gives-preventive-tips-to-customers
[23] https://www.marutisuzuki.com/corporate/media/press-releases/2020/customer-safety-at-priority-maruti-suzuki-rolls-out-new-norms-for-its-showrooms
[16] https://www.marutisuzuki.com/corporate/media/press-releases/2020/maruti-suzuki-announces-service-and-warranty-extensions-to-support-customers
[14] https://www.marutisuzuki.com/corporate/media/press-releases/2020/maruti-suzuki-mobilizes-production-of-ventilators
[14] https://www.youtube.com/watch?v=uMSrWs2-2pU&feature=youtu.be

[13] https://twitter.com/Maruti_Corp/status/1253686175451283463?s=15
[8] https://www.youtube.com/watch?v=8JbZilQ5A9M&feature=youtu.be

[8] https://vivelerock.net/l-a-punks-kickin-out-covid/

Top URLs in Tweet in G1:
[19] https://www.marutisuzuki.com/corporate/media/press-releases/2020/customer-safety-at-priority-maruti-suzuki-rolls-out-new-norms-for-its-showrooms
[18] https://www.marutisuzuki.com/corporate/media/press-releases/2020/maruti-suzuki-cares-gives-preventive-tips-to-customers
[13] https://www.marutisuzuki.com/corporate/media/press-releases/2020/maruti-suzuki-announces-service-and-warranty-extensions-to-support-customers
[11] https://www.marutisuzuki.com/corporate/media/press-releases/2020/maruti-suzuki-mobilizes-production-of-ventilators
[11] https://twitter.com/Maruti_Corp/status/1253686175451283463?s=15
[4] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/prevention-risks.html#p
[3] https://www.beautybodyhome.com/
[3] https://twitter.com/latimes/status/1260275851804864512
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] https://streamlabs.com/doggerry/p/home/

Top URLs in Tweet in G3:
[1] https://twitter.com/DrZweliMkhize/status/1260477489387888640

Top URLs in Tweet in G4:
[3] https://www.tc.gc.ca/en/initiatives/covid-19-measures-updates-guidance-tc.html
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/prevention-risks.html#p
[1] https://www.canada.ca/en/public-health/services/publications/diseases-conditions/social-distancing.html
[1] http://ow.ly/rHs930qF0sA
[1] https://twitter.com/CPHO_Canada/status/1258848612760641538
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/latest-travel-health-advice.html#ua
[1] https://eohu.ca/en/my-health/wearing-a-mask-what-you-need-to-know
[1] https://twitter.com/CTVLondon/status/1260192839939624961
[1] https://twitter.com/JustinTrudeau/status/1259823429458579457
[1] https://www.facebook.com/Malawakil.Ottawa/videos/2739740622920838/

Top URLs in Tweet in G6:
[42] https://twitter.com/funder/status/1260240359440998406
[1] https://twitter.com/reutersjamie/status/1260370637685690369

Top URLs in Tweet in G7:
[4] https://twitter.com/SCOTUSFlix/status/1260310678709075969
[1] https://twitter.com/WhiteHouse/status/1259253500464304129
[1] https://twitter.com/cpho_canada/status/1260349296655900678
[1] https://twitter.com/called2christ/status/1125075125353709570
[1] https://twitter.com/deanprocter/status/1257282135993413632
[1] https://twitter.com/bill_maxwell_/status/1259905597601792000

Top URLs in Tweet in G8:
[1] https://twitter.com/MechanteAnemone/status/1244691223991865344
[1] https://www.expressnews.com/news/local/article/Thousands-hit-hard-by-coronavirus-pandemic-s-15189948.php
[1] https://www.businesslive.co.za/bd/national/health/2020-05-12-chair-of-medical-schemes-regulator-dies-of-covid-19/
[1] https://www.iol.co.za/amp/mercury/news/kzns-poor-starve-as-food-hampers-sold-stolen-by-officials-47713989
[1] https://mailchi.mp/r2k.org.za/r2k-weekly-briefing-covid-19-tests-taking-a-week-to-reach-patients-dr-surv-is-embroiled-in-another-scandal-sabc-denies-it-wants-another-bailout
[1] https://mg.co.za/coronavirus-essentials/2020-05-10-justice-department-suspends-cfo-supply-chain-director-over-r1-2bn-security-tender/
[1] https://twitter.com/LRC_SouthAfrica/status/1260203286243823616

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3408] flattenthecurve
[1208] covid19
[668] stayhome
[400] coronavirus
[359] socialdistancing
[221] staysafe
[211] washyourhands
[197] stopthespread
[192] physicaldistancing
[168] gautengcovid19



Top Hashtags in Tweet in G1:
[863] flattenthecurve
[212] covid19
[131] coronavirus
[123] socialdistancing
[118] stayhome
[93] staysafe
[78] indiafightscorona
[74] marutisuzuki
[72] wecare
[72] socialresponsibility

Top Hashtags in Tweet in G2:
[1] flattenthecurve

Top Hashtags in Tweet in G3:
[167] gautengcovid19
[88] flattenthecurve
[7] covid19
[3] covid_19
[2] clothfacemask
[1] stayhome
[1] staysafe
[1] wearmask

Top Hashtags in Tweet in G4:
[130] physicaldistancing
[129] covid19
[122] stayhome
[121] stopthespread
[120] washyourhands
[22] flattenthecurve
[5] canada
[3] canadians
[3] ldnont
[2] fluwatcher

Top Hashtags in Tweet in G5:
[120] auditogether
[120] stayhome
[120] flattenthecurve

Top Hashtags in Tweet in G6:
[112] flattenthecurve
[107] stayhome
[2] babyface
[1] physicaldistancing

Top Hashtags in Tweet in G7:
[54] flattenthecurve
[33] flat
[23] flatearth
[10] nasalies
[10] covid19
[5] doctors
[5] hwra
[5] healthcareworkforceresilienceact
[5] soldiersonvisa
[5] america

Top Hashtags in Tweet in G8:
[34] ongazimakazi
[33] covid_19
[11] flattenthecurve
[10] level4regulations
[2] internationalnursesday2020
[1] level4lockdown

Top Hashtags in Tweet in G9:
[70] flattenthecurve
[63] backthefrontline
[7] komeshacorona
[6] covid19
[6] coronavirus

Top Hashtags in Tweet in G10:
[67] fueradictaduramilitar
[67] frenaaa
[67] noalamilitarizacion
[67] covid19
[67] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[3527] Words in Sentiment List#1: Positive
[2105] Words in Sentiment List#2: Negative
[180] Words in Sentiment List#3: Angry/Violent
[110061] Non-categorized Words
[115697] Total Words
[3407] #flattenthecurve
[1225] #covid19
[668] #stayhome
[482] help
[400] #coronavirus

Top Words in Tweet in G1:
[862] #flattenthecurve
[212] #covid19
[131] #coronavirus
[123] #socialdistancing
[118] #stayhome
[93] help
[93] #staysafe
[90] 19
[89] covid
[78] #indiafightscorona

Top Words in Tweet in G2:
[341] second
[171] 30
[171] gargling
[171] povidone
[171] iodine
[171] betadine
[171] sobrang
[171] impressive
[171] kill
[171] viruses

Top Words in Tweet in G3:
[209] gp_commsafety
[200] mall
[167] #gautengcovid19
[140] thabong
[132] expired
[108] supermarket
[88] sebokeng
[88] #flattenthecurve
[76] found
[65] frozen

Top Words in Tweet in G4:
[130] #physicaldistancing
[129] #covid19
[129] help
[126] govcanhealth
[125] more
[123] part
[122] #stayhome
[122] learn
[121] #stopthespread
[120] #washyourhands

Top Words in Tweet in G5:
[120] #auditogether
[120] #stayhome
[120] #flattenthecurve
[118] audidemexico
[83] momento
[83] escuchar
[83] actuar
[83] aplanar
[83] curva
[83] estamos

Top Words in Tweet in G6:
[112] #flattenthecurve
[107] #stayhome
[106] raffi_rc
[102] 2000
[102] deaths
[102] day
[102] horrible
[102] rising
[4] those
[3] wealth

Top Words in Tweet in G7:
[54] #flattenthecurve
[33] #flat
[30] earth
[30] residents
[30] avoid
[30] crowds
[30] wear
[30] cloth
[30] covering
[29] flatflix

Top Words in Tweet in G8:
[46] r2kcampaign
[34] covid
[34] 19
[34] #ongazimakazi
[33] #covid_19
[26] employers
[26] welcome
[26] staff
[26] back
[26] work

Top Words in Tweet in G9:
[70] #flattenthecurve
[63] week
[63] focus
[63] #backthefrontline
[63] flattening
[63] curve
[63] take
[63] action
[62] jnjglobalhealth
[13] mask

Top Words in Tweet in G10:
[67] #fueradictaduramilitar
[67] #frenaaa
[67] #noalamilitarizacion
[67] #covid19
[67] #flattenthecurve
[67] misma
[67] tía
[67] tatis
[67] declaraba
[66] gamiz_rios

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[325] #stayhome,#flattenthecurve
[312] covid,19
[171] 30,second
[171] second,gargling
[171] gargling,povidone
[171] povidone,iodine
[171] iodine,betadine
[171] betadine,sobrang
[171] sobrang,impressive
[171] impressive,kill

Top Word Pairs in Tweet in G1:
[79] covid,19
[72] #marutisuzuki,#wecare
[72] #wecare,#socialresponsibility
[72] #socialresponsibility,#indiafightscorona
[72] #indiafightscorona,#gearupfortomorrow
[72] #gearupfortomorrow,#marutisuzukicares
[72] #marutisuzukicares,#flattenthecurve
[71] maruti,suzuki
[46] #socialdistancing,#flattenthecurve
[40] #coronavirus,#coronaoutbreak

Top Word Pairs in Tweet in G2:
[171] 30,second
[171] second,gargling
[171] gargling,povidone
[171] povidone,iodine
[171] iodine,betadine
[171] betadine,sobrang
[171] sobrang,impressive
[171] impressive,kill
[171] kill,viruses
[171] viruses,early

Top Word Pairs in Tweet in G3:
[140] thabong,mall
[108] supermarket,thabong
[87] mall,sebokeng
[82] #gautengcovid19,#flattenthecurve
[66] sebokeng,#gautengcovid19
[65] expired,frozen
[65] frozen,chickens
[65] chickens,found
[65] found,spar
[65] spar,supermarket

Top Word Pairs in Tweet in G4:
[122] learn,more
[120] part,help
[120] help,#stopthespread
[120] #stopthespread,#covid19
[120] #covid19,#stayhome
[120] #stayhome,#washyourhands
[120] #washyourhands,#physicaldistancing
[120] #physicaldistancing,learn
[119] govcanhealth,part
[8] #flattenthecurve,limit

Top Word Pairs in Tweet in G5:
[120] #auditogether,#stayhome
[120] #stayhome,#flattenthecurve
[83] momento,escuchar
[83] escuchar,actuar
[83] actuar,aplanar
[83] aplanar,curva
[83] curva,estamos
[83] estamos,juntos
[83] juntos,#auditogether
[82] audidemexico,momento

Top Word Pairs in Tweet in G6:
[107] #stayhome,#flattenthecurve
[102] 2000,deaths
[102] deaths,day
[102] day,horrible
[102] horrible,rising
[102] rising,#stayhome
[101] raffi_rc,2000
[3] wealth,life
[3] life,john
[3] john,ruskin

Top Word Pairs in Tweet in G7:
[30] avoid,crowds
[30] wear,cloth
[30] cloth,covering
[28] current,status
[28] status,red
[28] red,means
[28] means,residents
[28] residents,avoid
[28] crowds,maintain
[28] maintain,feet

Top Word Pairs in Tweet in G8:
[34] covid,19
[31] #ongazimakazi,#covid_19
[26] 19,employers
[26] employers,welcome
[26] welcome,staff
[26] staff,back
[26] back,work
[26] work,follow
[26] follow,simple
[26] simple,guidelines

Top Word Pairs in Tweet in G9:
[63] week,focus
[63] focus,#backthefrontline
[63] #backthefrontline,flattening
[63] flattening,curve
[63] curve,take
[63] take,action
[63] action,#flattenthecurve
[62] jnjglobalhealth,week
[8] covid,19
[7] #komeshacorona,#flattenthecurve

Top Word Pairs in Tweet in G10:
[67] #fueradictaduramilitar,#frenaaa
[67] #frenaaa,#noalamilitarizacion
[67] #noalamilitarizacion,#covid19
[67] #covid19,#flattenthecurve
[67] #flattenthecurve,misma
[67] misma,tía
[67] tía,tatis
[67] tatis,declaraba
[66] gamiz_rios,#fueradictaduramilitar
[66] declaraba,dictado

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gp_commsafety
@_ricciiirivero
@govcanhealth
@audidemexico
@raffi_rc
@cmoh_alberta
@youralberta
@gamiz_rios
@jnjglobalhealth
@poorvika_mobile

Top Mentioned in G1:
@wqbelle
@flooringdirectx
@regionofdurham
@ginger_exchange
@staphtraining
@jacktateco
@donaldsangel
@boopstawista
@isostenibilidad

Top Mentioned in G2:
@_ricciiirivero

Top Mentioned in G3:
@gp_commsafety
@faithmazibukosa
@lesufi
@tasneemmotara
@shoprite_sa
@bandilemasuku
@david_makhura
@jacobmamabolosa
@sabcnews
@newzroom405

Top Mentioned in G4:
@govcanhealth
@transport_gc
@eohu_tweet
@kateyoungmp
@filomenatassi
@yettrust
@canembzimbabwe
@ausembzim
@swedeninzw
@fundsforngos

Top Mentioned in G5:
@audidemexico

Top Mentioned in G6:
@raffi_rc
@sarahkendzior

Top Mentioned in G7:
@flatflix
@judgeclayj
@realdonaldtrump
@whitehouse
@senatorburr
@fitnessmamma
@ohiogop
@amundazagt
@justthinkit
@wearepaha

Top Mentioned in G8:
@r2kcampaign
@nioh_sa
@cityofct
@ethekwinim
@nicd_sa
@nhls_sa
@gp_commsafety
@abahlali_abm

Top Mentioned in G9:
@jnjglobalhealth
@psofkenya

Top Mentioned in G10:
@gamiz_rios

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@bella623
@edinburghwatch
@solutioneer72
@geoffrey_payne
@karadenizli0808
@indiegametrends
@supstreamersrt2
@chidambara09
@rebeccaalpert1

Top Tweeters in G1:
@analyticaglobal
@ladyboarder9669
@bayernuhr
@triviaad
@tedgrunewald
@heydyubz
@michellehillie7
@cityguidemunich
@pressrelease_cc
@joker33817736

Top Tweeters in G2:
@cristin57273685
@troobie_md
@niiicoooleee__
@qwertyrine
@teresaestoconi1
@jiannaeunicee
@jychrstnne
@princeromecruz9
@hannah_kharylle
@jnnbslmbr

Top Tweeters in G3:
@sabcnews
@penxenxe
@thabiso_dlamini
@enca
@iol
@ewnupdates
@news24
@maluh_031
@cci_network
@cityofjoburgza

Top Tweeters in G4:
@johangreg
@slimchick1900
@lndontretweets
@ksp_libs
@031nikitaw
@anticomunist714
@sharoncreelman
@northvanrt
@bowman_beverly
@cynical_quokka

Top Tweeters in G5:
@gotitasdelalma
@jr2d26212
@chicharin69
@vach00
@nishmira
@dedo1976
@oswaldo01724452
@vantaggiatomar1
@audidemexico
@conny1529

Top Tweeters in G6:
@rebeccaalpert1
@windmillcharger
@iamforeverblue2
@kw1979
@nelmadman
@ofpeopl
@ponytail122
@masky_jay_hoody
@binjured
@funder

Top Tweeters in G7:
@new_nightmare
@kerpen
@secblog
@werderedespn
@johniqsimeon
@kevinrtipple
@ericagrieder
@samjb
@weenielinguini
@979_7740

Top Tweeters in G8:
@drinkopoppapi
@bavyeshpolitics
@tshepo87
@abezardore
@ravenxv
@mytouchrecords
@cityofct
@wellmanngwen
@alphapontso
@baileyrsa

Top Tweeters in G9:
@edgardogarciasa
@stshinn
@bobbybibobabo
@bearaoi
@insonifier
@nelabarry
@jyotsna2964
@claudiamacip
@jorgitofarias
@bronxbabe7

Top Tweeters in G10:
@bibiriba
@gorez1
@alonsoiker2014
@marcelaluqu
@viaducto_piedad
@guadismunoz16
@dnrofi
@laurasolis22
@marabernal7
@bestsongb


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