SARS-COV, Twitter, 2/3/2022 12:52:36 PM, 271242


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SARS-COV_2022-02-03_03-59-53.xlsx
SARS-COV_2022-02-03_03-59-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 03, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3L8P5Qg
@drobertalacerda
@jlesgards
@caudehenrion
@skandarbalm
@madrynha2012
@shoutmgb
@victorfyt
@michaelbathurst
@radbruch_lab
@piksel33

Top hashtags:
#longcovid
#sars
#human
#covid19
#covidlong
#sarscov2
#ace2
#civet
#gz03
#293t

Description:
Description
The graph represents a network of 7,131 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 Thursday, 03 February 2022 at 12:07 UTC.

The requested start date was Thursday, 03 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 13-day, 11-hour, 5-minute period from Thursday, 20 January 2022 at 01:01 UTC to Wednesday, 02 February 2022 at 12:07 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 : 7131
Unique Edges : 2196
Edges With Duplicates : 10667
Total Edges : 12863
Number of Edge Types : 5
Retweet : 5081
MentionsInRetweet : 5370
Replies to : 625
Mentions : 1365
Tweet : 422
Self-Loops : 454
Reciprocated Vertex Pair Ratio : 0.00366622671946033
Reciprocated Edge Ratio : 0.00730566919929866
Connected Components : 734
Single-Vertex Connected Components : 196
Maximum Vertices in a Connected Component : 4597
Maximum Edges in a Connected Component : 9735
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.867397
Graph Density : 0.000134607740574459
Modularity : 0.49912
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,131 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 Thursday, 03 February 2022 at 12:07 UTC.

The requested start date was Thursday, 03 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 13-day, 11-hour, 5-minute period from Thursday, 20 January 2022 at 01:01 UTC to Wednesday, 02 February 2022 at 12:07 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/
[6] https://pubmed.ncbi.nlm.nih.gov/22536382/
[5] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC7141560/
[5] https://www.researchsquare.com/article/rs-1276351/v1
[4] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[3] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69
[3] https://www.news-medical.net/news/20220131/Binding-and-conformational-properties-of-the-SARS-CoV-spike-protein-and-hACE2-complex.aspx
[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%3Fflip%3Dtrue
[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
[1] https://factuel.afp.com/http%253A%252F%252Fdoc.afp.com%252F9NL9D6-1

Top URLs in Tweet in G4:
[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 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
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270351

Top URLs in Tweet in G6:
[4] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[2] https://www.ertnews.gr/perifereiakoi-stathmoi/kozani/i-exelixi-ton-neon-molynseon-sars-cov-2-stis-21-1-2022-panelladika-i-pliris-matia/
[2] https://www.biorxiv.org/cgi/content/short/2022.01.23.477397v1
[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
[1] https://twitter.com/MJJ89448408/status/1483896450006327300
[1] https://www.enlacetelevision.com/2022/01/19/en-barranquilla-comprueban-la-efectividad-de-un-enjuague-bucal-que-inactiva-el-covid-19/
[1] https://www.ronjohnson.senate.gov/2022/1/senator-johnson-demands-answers-from-dod-on-disclosure-about-covid-19-origins-and-early-treatment
[1] https://twitter.com/urbanisticus/status/1484077457472954373

Top URLs in Tweet in G7:
[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
[1] https://twitter.com/JSchmitzLeipzig/status/1484984298474291208

Top URLs in Tweet in G9:
[1] https://twitter.com/JosephWeger/status/1486409687180394505
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/

Top Domains
Top Domains in Tweet in Entire Graph:
[98] nature.com
[77] twitter.com
[65] nih.gov
[15] sporadestv.com
[10] maghreb-post.de
[10] biorxiv.org
[9] medrxiv.org
[8] google.com
[8] ertnews.gr
[7] prismaradio.gr

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

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

Top Domains in Tweet in G4:
[2] nature.com
[2] twitter.com
[1] odysee.com

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

Top Domains in Tweet in G6:
[30] twitter.com
[15] sporadestv.com
[9] nih.gov
[8] ertnews.gr
[7] prismaradio.gr
[5] lefkadatoday.gr
[4] biorxiv.org
[4] ne.jp
[3] nature.com
[3] genomediscovery.org

Top Domains in Tweet in G7:
[80] nature.com
[7] nih.gov
[1] springer.com
[1] twitter.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] longcovid
[9] sars
[9] human
[8] covid19
[8] covidlong
[7] sarscov2
[5] ace2
[5] civet
[5] gz03
[4] 293t



Top Hashtags in Tweet in G1:
[1] vacinacovid

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

Top Hashtags in Tweet in G6:
[2] sarscov2
[2] bbb22
[1] lovienenlace
[1] gesundheit
[1] coburg
[1] cdnpoli
[1] topol
[1] scripps
[1] wearyourmasks
[1] getvaccinated

Top Words
Top Words in Tweet in Entire Graph:
[4074] sars
[2251] cov
[2000] drobertalacerda
[1753] cov2
[1735] ce
[1730] daszak
[1728] peter
[1727] comme
[1725] jlesgards
[1721] comment

Top Words in Tweet in G1:
[1995] drobertalacerda
[1531] dose
[1529] enquanto
[1529] vc
[1529] aí
[1529] quer
[1529] governo
[1529] federal
[1529] use
[1529] verba

Top Words in Tweet in G2:
[1680] sars
[1671] peter
[1671] daszak
[1668] jlesgards
[1664] cov2
[1663] scientifique
[1662] comment
[1662] dire
[1662] ce
[1662] ressens

Top Words in Tweet in G3:
[254] kulfas
[254] dio
[254] positivo
[254] sars
[254] cov
[254] antígeno
[254] remisero
[254] aislado
[254] mí
[254] hijo

Top Words in Tweet in G4:
[452] encore
[282] sars
[234] cov
[228] caudehenrion
[227] co
[226] rappel
[226] oui
[226] l'immunité
[226] contre
[226] durable

Top Words in Tweet in G5:
[21] coronaviruses
[17] sars
[17] cov
[16] coronavirus
[15] novel
[14] findings
[14] 2013
[14] international
[14] research
[14] team

Top Words in Tweet in G6:
[320] cov
[311] sars
[58] η
[39] 2022
[36] στις
[32] coronavirus
[32] covid
[32] πανελλαδικά
[31] εξέλιξη
[31] των

Top Words in Tweet in G7:
[80] long
[80] term
[80] perspective
[80] immunity
[80] covid
[80] halben
[80] jahr
[80] war
[80] klar
[79] radbruch_lab

Top Words in Tweet in G8:
[140] zijn
[137] mschoemacher
[109] hooggeleerde
[109] heer
[109] dissel
[109] mag
[109] beweren
[109] wat
[109] hij
[109] wil

Top Words in Tweet in G9:
[7] μm
[6] chloroquine
[5] sars
[5] byounger13
[5] quinine
[5] dose
[5] dependant
[5] decrease
[5] virus
[5] antigen

Top Words in Tweet in G10:
[175] ไม
[174] ห
[90] อ
[88] เห
[87] common
[87] palm
[87] civet
[87] นธรรมดา
[87] หมาก
[87] ใช

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2109] sars,cov
[1751] sars,cov2
[1728] peter,daszak
[1718] comment,dire
[1718] dire,ce
[1718] ce,ressens
[1718] ressens,comme
[1718] comme,scientifique
[1718] scientifique,peter
[1718] daszak,créateurs

Top Word Pairs in Tweet in G1:
[1529] enquanto,vc
[1529] vc,aí
[1529] aí,quer
[1529] quer,governo
[1529] governo,federal
[1529] federal,use
[1529] use,verba
[1529] verba,nossos
[1529] nossos,impostos
[1529] impostos,pagar

Top Word Pairs in Tweet in G2:
[1671] peter,daszak
[1664] sars,cov2
[1662] comment,dire
[1662] dire,ce
[1662] ce,ressens
[1662] ressens,comme
[1662] comme,scientifique
[1662] scientifique,peter
[1662] daszak,créateurs
[1662] créateurs,sars

Top Word Pairs in Tweet in G3:
[254] kulfas,dio
[254] dio,positivo
[254] positivo,sars
[254] sars,cov
[254] cov,antígeno
[254] antígeno,remisero
[254] remisero,aislado
[254] aislado,mí
[254] mí,hijo
[254] hijo,covid

Top Word Pairs in Tweet in G4:
[234] sars,cov
[226] rappel,oui
[226] oui,l'immunité
[226] l'immunité,contre
[226] contre,sars
[226] cov,durable
[226] durable,pourquoi
[226] pourquoi,répéter
[226] répéter,encore
[226] encore,encore

Top Word Pairs in Tweet in G5:
[15] sars,cov
[14] findings,2013
[14] 2013,international
[14] international,research
[14] research,team
[14] team,cn
[14] cn,sg
[14] sg,fauci
[14] fauci,identified
[14] identified,novel

Top Word Pairs in Tweet in G6:
[289] sars,cov
[31] η,εξέλιξη
[31] εξέλιξη,των
[31] των,νέων
[31] νέων,μολύνσεων
[31] μολύνσεων,sars
[31] cov,στις
[31] πανελλαδικά,η
[27] 2022,πανελλαδικά
[27] η,πλήρης

Top Word Pairs in Tweet in G7:
[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 G8:
[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 G9:
[5] quinine,dose
[5] dose,dependant
[5] dependant,decrease
[5] decrease,virus
[5] virus,antigen
[5] antigen,positive
[5] positive,cells
[5] cells,observed
[5] observed,starting
[5] starting,μm

Top Word Pairs in Tweet in G10:
[88] อ,เห
[87] common,palm
[87] palm,civet
[87] civet,อ
[87] เห,นธรรมดา
[87] นธรรมดา,หมาก
[87] หมาก,ไม
[87] ไม,ใช
[87] ใช,แมวก
[87] แมวก,ไม

Top Replied-To
Top Replied-To in Entire Graph:
@usaenespanol
@mikel_bioinf
@mjnanostretch
@spearspharm
@agustinazgz
@carijnb
@porschex16
@arturdziambor
@garethbarnard
@virusesimmunity

Top Replied-To in G2:
@veroniquegenest

Top Replied-To in G4:
@caudehenrion

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

Top Replied-To in G7:
@olafscholz
@kastcaro
@fireflymum
@norberthaering
@argonerd
@mrscgn
@marcfriedrich7
@zwergna90418934
@humble_analysis
@karl_lauterbach

Top Replied-To in G9:
@omagunn
@fvckyourfear

Top Mentioned
Top Mentioned in Entire Graph:
@drobertalacerda
@jlesgards
@victorfyt
@caudehenrion
@mschoemacher
@papakrab
@tmprowell
@radbruch_lab
@kathmlee1
@widerdasverges1

Top Mentioned in G1:
@drobertalacerda

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

Top Mentioned in G3:
@victorfyt

Top Mentioned in G4:
@caudehenrion
@jlesgards
@eheuzzlz
@drobertalacerda
@benouaryvillon
@olivierveran
@maatpatriot

Top Mentioned in G5:
@usacherokee
@andylumm
@thechiefnerd
@rtheatheist
@justplaying2win
@wjack76995
@pawley_robert
@sassygirld1
@moy_barry
@f250roush

Top Mentioned in G6:
@namikof
@temhamuzaffer
@peterstwit77
@inabster

Top Mentioned in G7:
@radbruch_lab
@widerdasverges1
@ludoph
@norberthaering
@olafscholz
@stohr_klaus
@fireflymum
@argonerd
@karl_lauterbach
@frankfurtzack

Top Mentioned in G8:
@mschoemacher
@jlesgards

Top Mentioned in G9:
@byounger13
@ron7350
@rondaglarson
@missj75
@mkedgt2
@linsd13
@elfherselfagain
@solatticuss
@shorty56167141
@pocketonashirt

Top Mentioned in G10:
@papakrab

Top Tweeters
Top Tweeters in Entire Graph:
@s9tmt
@jstlangevin
@inabster
@4tchat
@analiagoffi
@monty_chadha
@elesacol
@inachiveg
@altai_armande
@millioneyes1

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:
@analiagoffi
@elesacol
@gracielasanz191
@bleu5961
@dapepitos07
@hernanpalo
@grondavia
@anagaza1
@gladysitatibar2
@barbieniemann

Top Tweeters in G4:
@altai_armande
@madrynha2012
@diabolo741
@noemirosvalenc2
@philvelissariou
@porcinettelouis
@vicmahec
@gateta30
@saraart4
@morganelaurence

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

Top Tweeters in G6:
@inabster
@yasu_yasuno_sa
@ioannina24
@iweller_health
@sporadestv
@brookexxsaku
@ct2fsjwtorre
@newsgang2
@dataemia
@taxispanos

Top Tweeters in G7:
@rhabarbeer
@routeandswitch1
@spacemamamaya
@rumbleboffin
@iannetts70
@gedanken_denker
@luivar67
@mac_villain
@anoliwassel
@jens_140081

Top Tweeters in G8:
@nelliejs501
@spacema09104056
@berttaling
@annemieke1949
@_pvdg
@npcv3110
@kristine29ha
@florantine11
@peterk43579783
@ingridtuinstra1

Top Tweeters in G9:
@terriersvu
@sandranotsandy1
@symmo1969
@titanesstheia
@shorty56167141
@tomdoubting
@angryfleas
@nickdone8
@artyshouse
@iainmulady

Top Tweeters in G10:
@millioneyes1
@fearncpn
@parn_houseghost
@onceatimes7q
@fernmixx1a
@katelynisviolet
@jillwelry
@pailinnaw
@bunny_peachy
@boyluver


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