SARS-COV, Twitter, 2/6/2022 5:31:26 PM, 271480


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SARS-COV_2022-02-06_02-34-57.xlsx
SARS-COV_2022-02-06_02-34-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 06, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/331Ga21
@jlesgards
@drobertalacerda
@caudehenrion
@skandarbalm
@madrynha2012
@shoutmgb
@radbruch_lab
@piksel33
@mschoemacher
@ellenazuur

Top hashtags:
#human
#sars
#sarscov2
#longcovid
#ace2
#covidlong
#civet
#gz03
#gd03
#293t

Description:
Description
The graph represents a network of 6,640 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 06 February 2022 at 10:39 UTC.

The requested start date was Sunday, 06 February 2022 at 01:01 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 12-day, 8-hour, 56-minute period from Sunday, 23 January 2022 at 02:19 UTC to Friday, 04 February 2022 at 11:16 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 : 6640
Unique Edges : 1980
Edges With Duplicates : 10401
Total Edges : 12381
Number of Edge Types : 5
Retweet : 4853
MentionsInRetweet : 5128
Tweet : 400
Replies to : 561
Mentions : 1439
Self-Loops : 429
Reciprocated Vertex Pair Ratio : 0.00403977625854568
Reciprocated Edge Ratio : 0.00804704425874342
Connected Components : 658
Single-Vertex Connected Components : 184
Maximum Vertices in a Connected Component : 4328
Maximum Edges in a Connected Component : 9385
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.756761
Graph Density : 0.000146587252761611
Modularity : 0.485676
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,640 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 06 February 2022 at 10:39 UTC.

The requested start date was Sunday, 06 February 2022 at 01:01 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 12-day, 8-hour, 56-minute period from Sunday, 23 January 2022 at 02:19 UTC to Friday, 04 February 2022 at 11:16 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 : SARS-COV
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:
[80] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[8] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC8575467/
[5] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC7141560/
[5] https://pubmed.ncbi.nlm.nih.gov/22536382/
[5] https://www.researchsquare.com/article/rs-1276351/v1
[4] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[4] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[3] https://www.sinobiological.com/research/virus/human-coronavirus
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z

Top URLs in Tweet in G1:
[1] https://www.poder360.com.br/opiniao/a-pfizer-e-a-imunidade-que-ela-nao-promete-mas-que-exige-de-todos-nos-por-paula-schmitt/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ijidonline.com%2Farticle%2FS1201-9712%2822%2900027-3%2Ffulltext&rc=0

Top URLs in Tweet in G2:
[1] https://twitter.com/YvesPDB/status/1487458810885292034
[1] https://twitter.com/jlesgards/status/1487447888674369537
[1] https://www.biorxiv.org/content/10.1101/2022.01.23.477397v1

Top URLs in Tweet in G3:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z%3Fflip%3Dtrue
[1] https://odysee.com/@AlexandraHenrionCaude:7/comprendre-les-sp-cificit-s-de-la:2
[1] https://twitter.com/CaudeHenrion/status/1487556781819809793?s=20&t=GtPNH_KpAZvGtSNyEGp-0w
[1] https://twitter.com/mediavenir/status/1487022987257724931

Top URLs in Tweet in G4:
[4] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[2] https://www.biorxiv.org/cgi/content/short/2022.01.23.477397v1
[2] https://www.biorxiv.org/content/10.1101/2022.01.23.477397v1?rss=1
[2] https://pubmed.ncbi.nlm.nih.gov/32595278/
[2] https://dataemia.com/2022/01/31/binding-and-conformational-properties-of-the-sars-cov-spike-protein-and-hace2-complex/
[2] https://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf
[2] https://www.science.org/doi/10.1126/science.abn8652
[2] https://twitter.com/Leo238umi/status/1386558185536774146
[1] https://www.taxispanos.gr/%ce%b4-%ce%bc%ce%b1%ce%ba%ce%b5%ce%b4%ce%bf%ce%bd%ce%af%ce%b1-%cf%83%cf%84%ce%b9%cf%82-226-%ce%bf%ce%b9-%ce%bd%ce%ad%ce%b5%cf%82-%ce%bc%ce%bf%ce%bb%cf%8d%ce%bd%cf%83%ce%b5%ce%b9%cf%82-sars-cov-2/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nytimes.com/2021/02/09/health/universal-coronavirus-vaccine.html

Top URLs in Tweet in G5:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2294-9
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270743

Top URLs in Tweet in G6:
[80] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[7] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC8575467/
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs00063-021-00783-7

Top URLs in Tweet in G9:
[2] https://pubmed.ncbi.nlm.nih.gov/33652973/
[1] https://twitter.com/2dedostesta2/status/1381268244108034049
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-reports%2Fpdf%2FS2211-1247%2821%2900050-4.pdf&rc=0
[1] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1009958
[1] https://www.thailandmedical.news/news/breaking-study-discovers-presence-of-prion-like-domains-in-sars-cov-2-that-affects-binding-affinity-to-ace2-every-variant-has-different-prion-like-dom
[1] https://www.mdpi.com/2076-2607/10/2/280/htm
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2588415/
[1] https://twitter.com/2dedostesta2/status/1369295743815671818
[1] https://twitter.com/2dedostesta2/status/1384474004644376579

Top URLs in Tweet in G10:
[2] https://www.sciencedirect.com/science/article/pii/S0006291X0401839X
[1] https://pubmed.ncbi.nlm.nih.gov/29190287/
[1] https://www.ama-assn.org/delivering-care/public-health/how-decade-coronavirus-research-paved-way-covid-19-vaccines

Top Domains
Top Domains in Tweet in Entire Graph:
[94] nature.com
[73] twitter.com
[59] nih.gov
[14] sporadestv.com
[9] biorxiv.org
[8] maghreb-post.de
[8] youtube.com
[7] prismaradio.gr
[6] biomedcentral.com
[6] news-medical.net

Top Domains in Tweet in G1:
[1] com.br
[1] elsevierhealth.com

Top Domains in Tweet in G2:
[2] twitter.com
[1] biorxiv.org

Top Domains in Tweet in G3:
[2] nature.com
[2] twitter.com
[1] odysee.com

Top Domains in Tweet in G4:
[28] twitter.com
[14] sporadestv.com
[10] nih.gov
[7] prismaradio.gr
[5] biorxiv.org
[5] ertnews.gr
[5] lefkadatoday.gr
[4] ne.jp
[3] youtube.com
[3] madrid.org

Top Domains in Tweet in G5:
[2] nature.com
[2] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[80] nature.com
[7] nih.gov
[1] springer.com

Top Domains in Tweet in G9:
[5] twitter.com
[5] nih.gov
[2] nature.com
[1] elsevierhealth.com
[1] plos.org
[1] thailandmedical.news
[1] mdpi.com
[1] biorxiv.org
[1] technologynetworks.com
[1] biomedcentral.com

Top Domains in Tweet in G10:
[2] sciencedirect.com
[1] nih.gov
[1] ama-assn.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13] human
[10] sars
[9] sarscov2
[9] longcovid
[8] ace2
[8] covidlong
[7] civet
[7] gz03
[6] gd03
[5] 293t



Top Hashtags in Tweet in G1:
[1] vacinacovid

Top Hashtags in Tweet in G4:
[4] sarscov2
[2] bbb22
[1] cdnpoli
[1] topol
[1] scripps
[1] wearyourmasks
[1] getvaccinated
[1] biorxiv
[1] biorxiv_micrbio
[1] pandemie

Top Hashtags in Tweet in G5:
[1] covid19
[1] unc
[1] baric
[1] salud
[1] longcovid
[1] emmerdonslesdesinformateurs

Top Hashtags in Tweet in G9:
[8] covidlong
[8] longcovid
[1] aprèesj20
[1] covidpersistente

Top Words
Top Words in Tweet in Entire Graph:
[3851] sars
[2024] cov
[2000] drobertalacerda
[1752] cov2
[1739] ce
[1730] daszak
[1729] peter
[1728] comme
[1727] jlesgards
[1723] dit

Top Words in Tweet in G1:
[1993] drobertalacerda
[1530] dose
[1528] enquanto
[1528] vc
[1528] aí
[1528] quer
[1528] governo
[1528] federal
[1528] use
[1528] verba

Top Words in Tweet in G2:
[1679] sars
[1673] peter
[1673] daszak
[1670] jlesgards
[1666] cov2
[1665] scientifique
[1664] comment
[1664] dire
[1664] ce
[1664] ressens

Top Words in Tweet in G3:
[486] encore
[301] sars
[251] cov
[245] caudehenrion
[244] co
[243] rappel
[243] oui
[243] l'immunité
[243] contre
[243] durable

Top Words in Tweet in G4:
[304] cov
[292] sars
[48] η
[33] 2022
[31] στις
[31] coronavirus
[28] mers
[27] covid
[26] πανελλαδικά
[26] εξέλιξη

Top Words in Tweet in G5:
[16] sars
[16] cov
[9] andylumm
[8] coronavirus
[7] pawley_robert
[7] moy_barry
[7] wjack76995
[7] mcfunny
[7] mdrisette
[7] justplaying2win

Top Words in Tweet in G6:
[81] covid
[80] long
[80] term
[80] perspective
[80] immunity
[80] halben
[80] jahr
[80] war
[80] klar
[79] radbruch_lab

Top Words in Tweet in G7:
[140] zijn
[139] mschoemacher
[109] hooggeleerde
[109] heer
[109] dissel
[109] mag
[109] beweren
[109] wat
[109] hij
[109] wil

Top Words in Tweet in G8:
[95] usa
[94] 60465927il
[94] 25
[94] aprile
[94] 2003
[94] agenzia
[94] governativa
[94] hhs
[94] deposita
[94] brevetto

Top Words in Tweet in G9:
[59] sars
[53] cov
[44] virus
[33] human
[18] gab_h_r
[16] viral
[15] fitterhappieraj
[15] dysfunction
[15] immune
[15] system

Top Words in Tweet in G10:
[33] cov
[31] sars
[12] dat
[8] over
[7] borgerpieter
[7] niet
[6] marc_veld
[5] virus
[5] 2003
[5] brabantnick

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1886] sars,cov
[1751] sars,cov2
[1729] peter,daszak
[1720] comment,dire
[1720] dire,ce
[1720] ce,ressens
[1720] ressens,comme
[1720] comme,scientifique
[1720] scientifique,peter
[1720] daszak,créateurs

Top Word Pairs in Tweet in G1:
[1528] enquanto,vc
[1528] vc,aí
[1528] aí,quer
[1528] quer,governo
[1528] governo,federal
[1528] federal,use
[1528] use,verba
[1528] verba,nossos
[1528] nossos,impostos
[1528] impostos,pagar

Top Word Pairs in Tweet in G2:
[1673] peter,daszak
[1666] sars,cov2
[1664] comment,dire
[1664] dire,ce
[1664] ce,ressens
[1664] ressens,comme
[1664] comme,scientifique
[1664] scientifique,peter
[1664] daszak,créateurs
[1664] créateurs,sars

Top Word Pairs in Tweet in G3:
[251] sars,cov
[243] rappel,oui
[243] oui,l'immunité
[243] l'immunité,contre
[243] contre,sars
[243] cov,durable
[243] durable,pourquoi
[243] pourquoi,répéter
[243] répéter,encore
[243] encore,encore

Top Word Pairs in Tweet in G4:
[274] sars,cov
[26] πανελλαδικά,η
[26] η,εξέλιξη
[26] εξέλιξη,των
[26] των,νέων
[26] νέων,μολύνσεων
[26] μολύνσεων,sars
[26] cov,στις
[24] mers,cov
[22] 2022,πανελλαδικά

Top Word Pairs in Tweet in G5:
[14] sars,cov
[5] andylumm,sassygirld1
[5] thecrystalbrian,rtheatheist
[5] sassygirld1,moy_barry
[4] temple_surly,claudeddaniel
[4] claudeddaniel,thatsnotmine125
[4] groin_hammer,lwsmith15
[4] lwsmith15,swaledalemutton
[4] swaledalemutton,maureenstroud
[4] rtheatheist,drjoemccarthy

Top Word Pairs in Tweet in G6:
[80] long,term
[80] term,perspective
[80] perspective,immunity
[80] immunity,covid
[80] covid,halben
[80] halben,jahr
[80] jahr,war
[80] war,klar
[79] radbruch_lab,long
[79] klar,inf

Top Word Pairs in Tweet in G7:
[109] hooggeleerde,heer
[109] heer,dissel
[109] dissel,mag
[109] mag,beweren
[109] beweren,wat
[109] wat,hij
[109] hij,wil
[109] wil,door
[109] door,hem
[109] hem,zijn

Top Word Pairs in Tweet in G8:
[94] 60465927il,25
[94] 25,aprile
[94] aprile,2003
[94] 2003,agenzia
[94] agenzia,governativa
[94] governativa,usa
[94] usa,hhs
[94] hhs,deposita
[94] deposita,brevetto
[94] brevetto,sequenziamento

Top Word Pairs in Tweet in G9:
[51] sars,cov
[15] dysfunction,human
[15] human,immune
[15] immune,system
[15] system,different
[15] different,viral
[15] viral,infections
[15] infections,cytomegalovirus
[15] cytomegalovirus,ebstein
[15] ebstein,barr

Top Word Pairs in Tweet in G10:
[28] sars,cov
[4] borgerpieter,simon_rozendaal
[4] cov,sars
[3] dat,sars
[3] mattwridley,bat
[3] bat,origin
[3] origin,sars
[3] cov,established
[3] established,2017
[3] 2017,14

Top Replied-To
Top Replied-To in Entire Graph:
@usaenespanol
@bastonarioom
@mjnanostretch
@mikel_bioinf
@borgerpieter
@spearspharm
@virusesimmunity
@nomionly12
@watch_union
@musicmaarten

Top Replied-To in G3:
@caudehenrion

Top Replied-To in G5:
@dhshades
@artyshouse
@andylumm
@mcfunny
@thecrystalbrian
@kryptothedog2
@donutmindme1
@mdrisette
@cdcgov
@chris_f_carson

Top Replied-To in G6:
@olafscholz
@mrsmertes
@marcfriedrich7
@fireflymum
@norberthaering
@argonerd
@mrscgn
@kastcaro
@zwergna90418934
@humble_analysis

Top Replied-To in G9:
@bastonarioom
@virusesimmunity
@mariagallegobl
@cornijl
@stephanekm
@viro_mike
@ejustin46
@irfandhalla
@who
@calvin_maestro

Top Replied-To in G10:
@borgerpieter
@myherbfoods
@musicmaarten
@mattwridley
@fuckroeper
@henkkuiper3
@bertusbrombeer
@poisoni51179073
@nouri_larelle
@gmruigrok

Top Mentioned
Top Mentioned in Entire Graph:
@drobertalacerda
@jlesgards
@caudehenrion
@mschoemacher
@uni91070952
@tmprowell
@radbruch_lab
@kathmlee1
@foolsmultiply
@widerdasverges1

Top Mentioned in G1:
@drobertalacerda

Top Mentioned in G2:
@jlesgards
@jpg1_
@dover63a
@caudehenrion
@giovannicalcara

Top Mentioned in G3:
@caudehenrion
@jlesgards
@eheuzzlz
@drobertalacerda
@benouaryvillon
@olivierveran
@maatpatriot

Top Mentioned in G4:
@namikof
@peterstwit77
@inabster

Top Mentioned in G5:
@andylumm
@pawley_robert
@moy_barry
@wjack76995
@justplaying2win
@rtheatheist
@sassygirld1
@mcfunny
@mdrisette
@drjoemccarthy

Top Mentioned in G6:
@radbruch_lab
@widerdasverges1
@ludoph
@norberthaering
@olafscholz
@stohr_klaus
@fireflymum
@karl_lauterbach
@argonerd
@frankfurtzack

Top Mentioned in G7:
@mschoemacher
@jlesgards

Top Mentioned in G8:
@uni91070952

Top Mentioned in G9:
@gab_h_r
@fitterhappieraj
@erictopol
@ballouxfrancois
@freitasabr
@virusesimmunity
@who
@findwhy
@tomasoantonacci
@jornalpoligrafo

Top Mentioned in G10:
@marc_veld
@brabantnick
@njmidm
@mus_nico
@simon_rozendaal
@borgerpieter
@poisoni51179073
@mevrouw_judith
@nouri_larelle
@arnodg

Top Tweeters
Top Tweeters in Entire Graph:
@jstlangevin
@inabster
@4tchat
@mulher_noticia
@monty_chadha
@inachiveg
@altai_armande
@infobae
@reuters
@navroopsingh_

Top Tweeters in G1:
@limadoc
@nacilia
@bordinvania
@zfabrogmailcom
@celiapfau
@new_delia
@angelicaguirele
@edcar1811
@luitzr
@marcioticos

Top Tweeters in G2:
@jstlangevin
@inachiveg
@thalassa2008
@rosyjour
@edira2
@breizh2008
@mazenod10
@nausicalibre
@lau68951920
@mfennormandie

Top Tweeters in G3:
@altai_armande
@madrynha2012
@diabolo741
@noemirosvalenc2
@philvelissariou
@porcinettelouis
@vicmahec
@gateta30
@saraart4
@morganelaurence

Top Tweeters in G4:
@inabster
@yasu_yasuno_sa
@iweller_health
@sporadestv
@brookexxsaku
@ct2fsjwtorre
@newsgang2
@dataemia
@taxispanos
@integra244

Top Tweeters in G5:
@reuters
@elalam_vnz
@adevotedyogi
@shoutmgb
@doritmi
@victorfyt
@_mamadeb
@tony__heller
@michaelbathurst
@monstercoyliar

Top Tweeters in G6:
@rhabarbeer
@routeandswitch1
@spacemamamaya
@rumbleboffin
@iannetts70
@gedanken_denker
@luivar67
@mac_villain
@anoliwassel
@jens_140081

Top Tweeters in G7:
@nelliejs501
@spacema09104056
@berttaling
@annemieke1949
@_pvdg
@npcv3110
@kristine29ha
@florantine11
@peterk43579783
@ingridtuinstra1

Top Tweeters in G8:
@razorblack66
@maurogab1
@alessia_ing
@sferriam
@mauriziofuochi
@marco1999busa
@nicola23453287
@arwen0506
@italiano1061975
@ninobertolino

Top Tweeters in G9:
@paulsorrentino3
@foxnews
@noralove
@hjelle_brian
@amandajanewilde
@who
@john_kenney
@findwhy
@hunterrider
@zanfr

Top Tweeters in G10:
@dietukkerfries
@merlotvine
@olifant
@schiphol
@muumi_tweets
@lientje1967
@belsammael
@myherbfoods
@fuckroeper
@njmidm


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