Coronavirus, Twitter, 3/24/2022 11:54:59 AM, 273627


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Coronavirus_2022-03-24_03-25-38.xlsx
Coronavirus_2022-03-24_03-25-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 24, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3wz13Og
@wsjp_insight
@bnodesk
@nytimes
@rtenews
@washingtonpost
@who
@health_hiv2030
@wdraktuell
@rehamachtsbess
@rki_de

Top hashtags:
#coronavirus
#covid19
#covid
#covid_19
#covidー19
#新型コロナウイルス
#prevención
#toquedequeda

Description:
Description
The graph represents a network of 8,383 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 March 2022 at 10:49 UTC.

The requested start date was Thursday, 24 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 39-minute period from Monday, 21 March 2022 at 11:46 UTC to Wednesday, 23 March 2022 at 12:25 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 : 8383
Unique Edges : 3991
Edges With Duplicates : 11358
Total Edges : 15349
Number of Edge Types : 5
Retweet : 5010
MentionsInRetweet : 5628
Replies to : 477
Tweet : 2849
Mentions : 1385
Self-Loops : 2971
Reciprocated Vertex Pair Ratio : 0.00483304042179262
Reciprocated Edge Ratio : 0.00961958898119808
Connected Components : 2367
Single-Vertex Connected Components : 1163
Maximum Vertices in a Connected Component : 1159
Maximum Edges in a Connected Component : 2622
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.025462
Graph Density : 9.76428161742272E-05
Modularity : 0.509199
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,383 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 March 2022 at 10:49 UTC.

The requested start date was Thursday, 24 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 39-minute period from Monday, 21 March 2022 at 11:46 UTC to Wednesday, 23 March 2022 at 12:25 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 : Coronavirus
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:
[22] https://jp.reuters.com/article/health-coronavirus-germany-idJPKCN2LE2D4
[17] https://www.ctvnews.ca/health/coronavirus/fewer-covid-19-restrictions-will-lead-to-more-transmission-new-variants-experts-1.5826950?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=62385b8d4d7bbc0001f1edf5&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.rte.ie/news/coronavirus/2021/1222/1268232-covid-pass/
[5] https://www3.nhk.or.jp/news/special/coronavirus/data/
[4] https://www.ctvnews.ca/health/coronavirus/france-s-covid-19-infections-spike-following-easing-of-restrictions-1.5828060?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=6238d1474d7bbc0001f384bc&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.theguardian.com/politics/live/2022/mar/21/boris-johnson-ukraine-brexit-sajid-javid-coronavirus-uk-politics-latest-updates?CMP=Share_iOSApp_Other
[3] https://www.theguardian.com/politics/live/2022/mar/21/boris-johnson-ukraine-brexit-sajid-javid-coronavirus-uk-politics-latest-updates?CMP=share_btn_tw
[3] https://cumbriacrack.com/2022/03/21/coronavirus-keeps-west-cumbrian-primary-school-closed/?fbclid=IwAR2Wd00TKsJXQpfWrOPsRt2agf8f06lGBalVLYD1nK4FEpsHQZV3GKEdyvU
[3] https://www.consilium.europa.eu/en/policies/coronavirus/pandemic-treaty/
[3] https://observers.france24.com/en/20200207-china-coronavirus-doctor-collapse-surgery

Top URLs in Tweet in G1:
[4] https://www.theguardian.com/politics/live/2022/mar/21/boris-johnson-ukraine-brexit-sajid-javid-coronavirus-uk-politics-latest-updates?CMP=Share_iOSApp_Other
[2] https://www.theguardian.com/politics/live/2022/mar/21/boris-johnson-ukraine-brexit-sajid-javid-coronavirus-uk-politics-latest-updates?CMP=share_btn_tw
[2] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/
[2] https://www3.nhk.or.jp/news/special/coronavirus/data/
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-il-n-y-a-pas-lieu-de-remettre-en-place-des-restrictions-malgre-la-reprise-des-contaminations-estime-olivier-veran_5031941.html#xtor=CS2-765-[autres]-
[1] https://www3.nhk.or.jp/news/html/20220321/k10013543881000.html
[1] https://www3.nhk.or.jp/news/special/coronavirus/data/?utm_int=special_contents_list-items_045
[1] https://www.express.co.uk/news/politics/1582678/nadhim-zahawi-coronavirus-schools-children-news
[1] https://twitter.com/Dover63A/status/1505643923015966722
[1] https://www.sudouest.fr/sante/coronavirus/covid-19-les-contaminations-progressent-encore-10239396.php

Top URLs in Tweet in G4:
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2021-08-22..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=true&Color+by+test+positivity=false&country=~DEU
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2021-08-22..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Share+of+positive+tests&Interval=Weekly&Relative+to+Population=true&Color+by+test+positivity=false&country=~DEU
[1] https://myprivacy.dpgmedia.nl/consent/?siteKey=V9f6VUvlHxq9wKIN&callbackUrl=https%3a%2f%2fwww.ad.nl%2fprivacy-gate%2faccept-tcf2%3fredirectUri%3d%252fbinnenland%252fhet-bewijs-is-er-nu-na-vaccinatie-kun-je-het-coronavirus-niet-meer-overdragen%257ea7cadeb1%252f

Top URLs in Tweet in G8:
[7] https://www.rte.ie/news/coronavirus/2021/1222/1268232-covid-pass/
[1] https://twitter.com/DutchDude/status/1505435901060595714

Top Domains
Top Domains in Tweet in Entire Graph:
[232] blogspot.com
[145] twitter.com
[133] worldometers.info
[132] newsdigest.jp
[97] reuters.com
[96] nhs.uk
[94] gov.uk
[90] co.uk
[67] ctvnews.ca
[63] or.jp

Top Domains in Tweet in G1:
[56] twitter.com
[40] co.uk
[32] com.ar
[28] nhs.uk
[27] washingtonpost.com
[23] gov.uk
[22] com.br
[19] theguardian.com
[16] or.jp
[13] reuters.com

Top Domains in Tweet in G3:
[7] dc.gov
[5] washingtonpost.com
[3] trib.al
[2] vaccines.gov
[1] twitter.com

Top Domains in Tweet in G4:
[23] tagesschau.de
[5] wdr.de
[3] ourworldindata.org
[3] gmx.ch
[2] spiegel.de
[1] jhu.edu
[1] rp-online.de
[1] mdr.de
[1] weltwoche.ch
[1] news.de

Top Domains in Tweet in G6:
[4] co.uk
[4] motherjones.com
[3] shinyapps.io
[3] jhu.edu
[3] ourworldindata.org
[3] com.au
[2] bmj.com
[2] 20minutes.fr
[1] stv.tv
[1] news-24.fr

Top Domains in Tweet in G7:
[5] washingtonpost.com
[3] gov.uk
[2] ktla.com
[1] orlo.uk
[1] nhs.uk
[1] statista.com
[1] co.uk

Top Domains in Tweet in G8:
[23] rte.ie
[2] co.uk
[1] yalemedicine.org
[1] politifact.com
[1] twitter.com

Top Domains in Tweet in G9:
[7] washingtonpost.com
[3] nytimes.com
[2] nyti.ms
[1] trib.al
[1] splashthat.com
[1] apple.news

Top Domains in Tweet in G10:
[12] futura-sciences.com
[2] francetvinfo.fr
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1116] coronavirus
[1062] covid19
[310] covid
[243] covid_19
[188] covidー19
[128] 新型コロナウイルス
[128] prevención
[115] toquedequeda
[102] omicron
[98] corona



Top Hashtags in Tweet in G1:
[300] coronavirus
[174] covid19
[78] covid
[42] corona
[18] news
[14] pandemia
[13] omicron
[13] covidisnotover
[11] vaccination
[10] covidー19

Top Hashtags in Tweet in G3:
[1] moderna
[1] covid19

Top Hashtags in Tweet in G4:
[36] coronavirus
[10] impfpflicht
[10] impfnebenwirkungen
[9] rki
[9] kliniken
[2] longcovid
[2] liveblog
[1] fdp
[1] freedomday
[1] gebauer

Top Hashtags in Tweet in G5:
[144] covid19
[5] coronavirus
[5] covid_19

Top Hashtags in Tweet in G6:
[14] covid19
[6] finistere
[6] masque
[5] coronavirus
[5] sarscov2
[4] nationaldayofreflection
[2] annibyniaeth
[2] wales
[2] washitshow
[1] dayofreflection

Top Hashtags in Tweet in G9:
[1] postlive

Top Hashtags in Tweet in G10:
[1] toutsaufmacron

Top Words
Top Words in Tweet in Entire Graph:
[3411] coronavirus
[1720] covid
[1129] 19
[1116] #coronavirus
[1061] #covid19
[523] cases
[475] people
[454] vaccine
[404] over
[373] more

Top Words in Tweet in G1:
[658] coronavirus
[322] covid
[300] #coronavirus
[212] 19
[174] #covid19
[91] more
[90] cases
[88] casos
[81] vaccine
[78] #covid

Top Words in Tweet in G2:
[290] partir
[290] lunes
[290] tendremos
[290] datos
[290] coronavirus
[290] españa
[290] habrá
[290] notificar
[290] positivos
[289] enfrmrasaturada

Top Words in Tweet in G3:
[140] washingtonpost
[121] coronavirus
[93] biden
[90] covid
[89] vaccine
[84] funds
[84] fourth
[63] administration
[63] 19
[61] lacks

Top Words in Tweet in G4:
[105] corona
[88] wdraktuell
[85] bleiben
[84] mehr
[83] spanien
[83] behandelt
[83] normale
[83] krankheit
[83] positiven
[83] test

Top Words in Tweet in G5:
[144] flash
[144] plusieurs
[144] pays
[144] européens
[144] ont
[144] levé
[144] trop
[144] brutalement
[144] leurs
[144] mesures

Top Words in Tweet in G6:
[84] covid
[75] coronavirus
[70] cases
[56] kit_yates_maths
[46] rising
[41] still
[39] despite
[39] being
[39] led
[39] believe

Top Words in Tweet in G7:
[116] coronavirus
[109] bnodesk
[109] cases
[107] last
[107] week
[82] uk
[73] reports
[72] hospital
[71] 226
[71] 524

Top Words in Tweet in G8:
[60] coronavirus
[58] 000
[54] over
[53] act
[50] jamesmelville
[46] pass
[38] covid
[30] scrap
[30] cases
[30] treatments

Top Words in Tweet in G9:
[102] coronavirus
[90] vaccine
[87] moderna
[87] children
[83] news
[80] nytimes
[73] authorization
[73] company
[72] breaking
[72] seek

Top Words in Tweet in G10:
[85] philippemurer
[66] passe
[55] monde
[55] france
[55] début
[54] macron
[54] maire
[54] foutent
[54] info
[54] avaient

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1056] covid,19
[294] datos,coronavirus
[292] partir,lunes
[290] lunes,tendremos
[290] tendremos,datos
[290] coronavirus,españa
[290] españa,habrá
[290] habrá,notificar
[290] notificar,positivos
[289] enfrmrasaturada,partir

Top Word Pairs in Tweet in G1:
[188] covid,19
[35] #covid19,#coronavirus
[32] coronavirus,vaccine
[30] #coronavirus,#covid19
[30] young,children
[25] coronavirus,pandemic
[24] nuovi,casi
[21] moderna,coronavirus
[21] vaccine,young
[21] children,safe

Top Word Pairs in Tweet in G2:
[290] partir,lunes
[290] lunes,tendremos
[290] tendremos,datos
[290] datos,coronavirus
[290] coronavirus,españa
[290] españa,habrá
[290] habrá,notificar
[290] notificar,positivos
[289] enfrmrasaturada,partir

Top Word Pairs in Tweet in G3:
[86] coronavirus,vaccine
[63] covid,19
[61] biden,administration
[61] administration,lacks
[61] lacks,funds
[61] funds,purchase
[61] purchase,potential
[61] potential,fourth
[61] fourth,coronavirus
[61] vaccine,dose

Top Word Pairs in Tweet in G4:
[83] spanien,behandelt
[83] behandelt,corona
[83] corona,normale
[83] normale,krankheit
[83] krankheit,positiven
[83] positiven,test
[83] test,niemand
[83] niemand,mehr
[83] mehr,hause
[83] hause,bleiben

Top Word Pairs in Tweet in G5:
[144] flash,plusieurs
[144] plusieurs,pays
[144] pays,européens
[144] européens,ont
[144] ont,levé
[144] levé,trop
[144] trop,brutalement
[144] brutalement,leurs
[144] leurs,mesures
[144] mesures,anti

Top Word Pairs in Tweet in G6:
[39] despite,being
[39] being,led
[39] led,believe
[39] believe,coronavirus
[39] coronavirus,still
[39] still,threat
[37] covid,19
[31] closing,eyes
[31] eyes,covid
[31] covid,won

Top Word Pairs in Tweet in G7:
[107] coronavirus,cases
[107] last,week
[71] uk,reports
[71] reports,226
[71] 226,524
[71] 524,coronavirus
[71] cases,day
[71] day,period
[71] period,32
[71] 32,last

Top Word Pairs in Tweet in G8:
[53] coronavirus,act
[30] scrap,coronavirus
[29] during,pandemic
[29] pandemic,740
[29] 740,000
[29] 000,potential
[29] potential,cancer
[29] cancer,cases
[29] cases,missed
[29] missed,over

Top Word Pairs in Tweet in G9:
[89] coronavirus,vaccine
[83] news,moderna
[72] breaking,news
[72] moderna,seek
[72] seek,emergency
[72] emergency,authorization
[72] authorization,coronavirus
[72] vaccine,children
[72] children,younger
[72] younger,company

Top Word Pairs in Tweet in G10:
[54] macron,maire
[54] maire,foutent
[54] foutent,monde
[54] monde,france
[54] france,info
[54] info,avaient
[54] avaient,sorti
[54] sorti,article
[54] article,début
[54] début,2021

Top Replied-To
Top Replied-To in Entire Graph:
@franceinfo
@539th
@isabeloakeshott
@anonxiden
@medrxivpreprint
@biorxivpreprint
@tim_roehn
@mediavenir
@hiroyoshimura
@senatorlankford

Top Replied-To in G4:
@wdraktuell
@keane1975
@karl_lauterbach

Top Replied-To in G5:
@mediavenir
@pessorcier

Top Replied-To in G6:
@roxaneromero

Top Replied-To in G8:
@sophielouisecc
@homosocialist
@thedon420ald
@jfvandermeij

Top Replied-To in G9:
@nytimes
@stuartjdneil

Top Replied-To in G10:
@veroniq98599232
@divizio1

Top Mentioned
Top Mentioned in Entire Graph:
@enfrmrasaturada
@washingtonpost
@mediavenir
@bnodesk
@traselvalle_obc
@jjaranaz94
@janicedean
@kagrox
@wdraktuell
@newsdigestweb

Top Mentioned in G1:
@safetymentalst
@lucenahoycom
@telefesalta
@danielemerqurio
@fortheculture25
@guredot_dotb
@drdeitrickg
@ayuntbetanzos
@70sbachchan

Top Mentioned in G2:
@enfrmrasaturada

Top Mentioned in G3:
@washingtonpost
@ap
@mayorbowser
@madeleintlsur
@houstonchron
@dcpscovidcases
@_dchealth
@nytimes

Top Mentioned in G4:
@wdraktuell
@karl_lauterbach
@tagesschau
@ralphstanger
@adnl
@dpaessler
@geepstar
@marga_owski
@rki_de
@weltwoche

Top Mentioned in G5:
@mediavenir

Top Mentioned in G6:
@kit_yates_maths
@bmj_latest
@welshgovernment
@ecole_oubliee
@tigresseleanor
@flahault
@youarelobbylud
@ukcovid19stats
@isg_unige
@sdscdatascience

Top Mentioned in G7:
@bnodesk
@mrmarkethomas
@mradamtaylor
@dr_d_robertson
@thirugeneva
@washingtonpost
@liverpoolccg
@ktla
@huffpostukpol
@liverpoolwomens

Top Mentioned in G8:
@jamesmelville
@sophielouisecc
@accountingetc
@lesmiserabley
@charlotteemmauk
@nataliesub
@jfvandermeij
@o_uilliam
@coco_riga

Top Mentioned in G9:
@nytimes
@carolynyjohnson
@yabutaleb7
@garyhe
@washingtonpost
@rachel_roubein
@mckenziebbeard
@ddiamond
@postlive
@aaronblake

Top Mentioned in G10:
@philippemurer
@annelisebocquet
@divizio1
@zenon71647295
@jlmelenchon
@guiraudind
@mbompard

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@infoitinterno
@tomthunkitsmind
@informacija
@sectest9
@threadreaderapp
@rashidaldosari
@dichristine
@sunoticiero

Top Tweeters in G1:
@infoitinterno
@informacija
@sunoticiero
@robinsnewswire
@zyitegadgets
@andyvermaut
@stigmabasea
@mortgage_shop
@hagiwararyu11
@picoinkenya

Top Tweeters in G2:
@9nico9
@deivid_cn
@antoniovp_98
@shxxnbn
@carmenrechiweb
@toni8019
@chameloski29
@chusgc
@kxrxn_m
@eva_fearless

Top Tweeters in G3:
@rashidaldosari
@falconhamada_90
@robre62
@mharvey816
@themseries1
@saragomezaranci
@dollymad1812
@terryg1979
@i_aint_doit
@laurahennesse11

Top Tweeters in G4:
@andreasandy3131
@scheerenberger
@moritzbhg
@uwewolff966
@skuemy
@danielalippke
@marie_laveau_
@jjdemul
@countup
@kranich65

Top Tweeters in G5:
@saaaaf__
@4lacol
@toden_laviateur
@wsmorant
@virginievotier
@fabien13000
@lylisuz
@exocetkayesjr
@bonste
@gabe0_

Top Tweeters in G6:
@_redfrog
@lesleygsmith3
@golwgymor
@mariasammutmasc
@dance_daffodil
@susanchubb1
@markhazard2020
@motherjones
@dailytelegraph
@lindahurrell

Top Tweeters in G7:
@roblwilson
@aepishere
@dingabelle
@pebblegreen2
@46mingo
@anik1968
@redwoodgirl
@sheyilasnr
@chloedancer
@seusssl

Top Tweeters in G8:
@fjeb88
@yvettehenson
@hairlossclinic1
@susanbe36094276
@katerobinson925
@jackied15846926
@scouts_uk
@rayungerer
@iwontcalmdown
@kittyhundal

Top Tweeters in G9:
@_silversmith
@tinamorphis
@kozawa
@paulsorrentino3
@ernestnuwagaba
@feinberg_linda
@nytimes
@hpfulcanadian
@llacigart
@orwell4ever

Top Tweeters in G10:
@mrjumper02
@chacha78180
@carinem605
@fondof_animals
@cosetterusso
@ffillon06
@vale21vicki
@annickxena
@maz20974837
@jundmaximusdm


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