SARS-COV, Twitter, 3/23/2022 6:14:03 PM, 273561


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SARS-COV_2022-03-23_01-52-01.xlsx
SARS-COV_2022-03-23_01-52-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 23, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3LanTQk
@niusmarco
@michaelbathurst
@f250roush
@maxdelvallee
@mholkers
@jonathanhannah
@daoyu15
@charlesrixey
@jsaholmes
@adevotedyogi

Top hashtags:
#covid19
#eu4s
#townhall
#covid
#omicron
#coronavirus
#updatelabbioasdiukraina

Description:
Description
The graph represents a network of 2,116 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 Wednesday, 23 March 2022 at 08:53 UTC.

The requested start date was Wednesday, 23 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 13-day, 10-hour, 26-minute period from Wednesday, 09 March 2022 at 01:43 UTC to Tuesday, 22 March 2022 at 12:09 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 : 2116
Unique Edges : 1345
Edges With Duplicates : 2318
Total Edges : 3663
Number of Edge Types : 5
Retweet : 952
MentionsInRetweet : 1345
Replies to : 287
Mentions : 805
Tweet : 274
Self-Loops : 286
Reciprocated Vertex Pair Ratio : 0.0159817351598174
Reciprocated Edge Ratio : 0.0314606741573034
Connected Components : 365
Single-Vertex Connected Components : 98
Maximum Vertices in a Connected Component : 779
Maximum Edges in a Connected Component : 1721
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.63113
Graph Density : 0.000497168930181841
Modularity : 0.588526
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,116 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 Wednesday, 23 March 2022 at 08:53 UTC.

The requested start date was Wednesday, 23 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 13-day, 10-hour, 26-minute period from Wednesday, 09 March 2022 at 01:43 UTC to Tuesday, 22 March 2022 at 12:09 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:
[8] https://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf
[6] https://zenodo.org/record/5778318#.YiLTqSQ3uEf
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[4] https://www.intechopen.com/chapters/46258
[4] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[4] https://pubmed.ncbi.nlm.nih.gov/34111775/
[3] https://pubmed.ncbi.nlm.nih.gov/22536382/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272837
[3] https://archive.ph/eiWvH

Top URLs in Tweet in G1:
[1] https://www.medrxiv.org/content/10.1101/2020.09.25.20200329v1.full.pdf
[1] https://www.sciencedirect.com/science/article/pii/S0166128004001241#FIG4
[1] https://www.sciencedirect.com/science/article/pii/S0006291X04015566?via%3Dihub
[1] https://twitter.com/Hope56568200/status/1501314600893095949

Top URLs in Tweet in G2:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272837
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273179
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273332
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272906
[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
[1] https://patents.justia.com/patent/7279327

Top URLs in Tweet in G4:
[2] https://www.news-medical.net/news/20220316/Post-COVID-condition-largely-due-to-SARS-CoV-2-infection-in-addition-to-the-indirect-pandemic-effects.aspx?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.geoengineeringwatch.org/pentagon-biological-weapons-program-never-ended-us-bio-labs-around-the-world/
[1] https://report24.news/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-022-04569-5
[1] https://twitter.com/shehzadyounis/status/1501300844649615362
[1] https://www.youtube.com/watch?v=_a3NEsgvI30&feature=youtu.be

[1] https://twitter.com/SilingWu/status/1501687390796140546
[1] https://twitter.com/IrinaMar10/status/1501958848579575809
[1] https://paratolmosblog.blogspot.com/2022/03/sars-cov-3-focus-fm.html
[1] https://loutrakiodusseas.blogspot.com/2022/03/sars-cov-3-focus-fm.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[6] https://zenodo.org/record/5778318#.YiLTqSQ3uEf
[3] https://archive.ph/eiWvH
[1] https://zenodo.org/record/5702700#.YiptUSQ3uEf
[1] https://archive.ph/sDLTq
[1] https://twitter.com/jikkykjj/status/1502557599312781312
[1] https://pubmed.ncbi.nlm.nih.gov/17314167/
[1] https://journals.asm.org/doi/10.1128/JVI.80.9.4211-4219.2006?cookieSet=1
[1] https://virological.org/t/analysis-of-wuhan-coronavirus-deja-vu/357/4
[1] https://twitter.com/tony_vandongen/status/1503149365082341376?s=20&t=BBhEzr3279CyJ5P6lj8tzA

Top URLs in Tweet in G6:
[1] https://twitter.com/drsimonegold/status/1501633431066849281

Top URLs in Tweet in G7:
[5] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z

Top URLs in Tweet in G9:
[1] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69

Top URLs in Tweet in G10:
[1] https://twitter.com/elisaperego78/status/1437130334869544961?t=R-r1svLtEzQumcbR1-sW6g&s=19
[1] https://twitter.com/elisaperego78/status/1437130334869544961?t=Smf0c3GRNYZHtDAWrI5IGw&s=19

Top Domains
Top Domains in Tweet in Entire Graph:
[43] twitter.com
[33] nih.gov
[9] nature.com
[9] nodexlgraphgallery.org
[8] m-cam.com
[7] zenodo.org
[6] substack.com
[5] youtube.com
[5] ertnews.gr
[4] intechopen.com

Top Domains in Tweet in G1:
[2] sciencedirect.com
[1] medrxiv.org
[1] twitter.com

Top Domains in Tweet in G2:
[9] nodexlgraphgallery.org
[2] nature.com
[1] justia.com

Top Domains in Tweet in G4:
[16] twitter.com
[8] nih.gov
[5] ertnews.gr
[4] substack.com
[3] blogspot.com
[3] sporadestv.com
[2] sciencedirect.com
[2] t.me
[2] hieps.net
[2] myjournals.org

Top Domains in Tweet in G5:
[7] zenodo.org
[4] archive.ph
[2] twitter.com
[1] nih.gov
[1] asm.org
[1] virological.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[5] nature.com

Top Domains in Tweet in G9:
[1] biomedcentral.com

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] covid19
[8] eu4s
[8] townhall
[6] covid
[6] omicron
[6] coronavirus
[6] updatelabbioasdiukraina
[5] sarscov2
[5] dyk
[4] كورونا



Top Hashtags in Tweet in G2:
[5] covid19
[5] covid
[5] coronavirus
[5] sarscov2
[5] omicron
[4] كورونا
[2] eu4s
[2] townhall
[2] dyk
[2] delasemana

Top Hashtags in Tweet in G3:
[1] passvaccinal

Top Hashtags in Tweet in G4:
[6] updatelabbioasdiukraina
[3] covid19
[1] brasileiroraiz
[1] mondaythoughts
[1] montag
[1] test
[1] negativ
[1] cov19
[1] corona
[1] arbeit

Top Hashtags in Tweet in G5:
[1] likeascientist
[1] ek1c4

Top Hashtags in Tweet in G10:
[2] longsars
[1] longcovid

Top Words
Top Words in Tweet in Entire Graph:
[1563] sars
[1179] cov
[693] ils
[377] hiv
[358] 2004
[357] niusmarco
[350] sont
[348] faut
[345] font
[344] fous

Top Words in Tweet in G1:
[654] ils
[331] sars
[328] hiv
[327] 2004
[327] faut
[327] arrêter
[327] mecs
[327] sont
[327] fous
[327] font

Top Words in Tweet in G2:
[45] sars
[38] cov
[20] niusmarco
[12] ils
[11] banounhelene
[10] michaelbathurst
[10] hahagentherapie
[9] nodexl
[9] dat
[8] oui

Top Words in Tweet in G3:
[204] face
[121] sars
[114] cov
[112] maxdelvallee
[104] france
[102] 2027
[102] fait
[102] sa
[102] 21e
[102] vague

Top Words in Tweet in G4:
[277] sars
[266] cov
[40] human
[33] ace2
[26] virus
[19] cells
[19] bat
[19] fig
[18] coronavirus
[18] species

Top Words in Tweet in G5:
[55] sars
[47] cov
[46] back
[37] tony_vandongen
[33] charlesrixey
[28] time
[27] first
[24] gallaher
[23] go
[23] future

Top Words in Tweet in G6:
[164] 18
[164] jahre
[84] sars
[84] cov
[82] patienten
[82] durchgemachter
[82] infektion
[82] nachweißlich
[82] immunantwort
[81] erzengelheiner

Top Words in Tweet in G7:
[50] radbruch_lab
[50] sars
[50] cov
[48] vielleicht
[47] violapriesemann
[47] liebe
[47] frau
[47] priesemann
[47] hilft
[47] orientierung

Top Words in Tweet in G8:
[2] raulmena70
[2] georginaubaldo1
[2] rochesvars
[2] todoxnada2
[2] elench0rizador
[2] morozi
[2] nnunezortiz
[2] lic12rosio
[2] henrykasarq
[2] virus

Top Words in Tweet in G9:
[4] claimed
[3] doritmi
[3] nih
[2] sars
[2] cov
[2] effective
[2] gorskon
[2] actually
[2] virology
[2] journal

Top Words in Tweet in G10:
[20] sars
[15] cov
[12] everyone
[11] gab_h_r
[8] enough
[8] virus
[6] denise_dewald
[6] romainmartinio
[6] dangerous
[6] keeps

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1125] sars,cov
[349] hiv,sars
[345] ils,sont
[343] 2004,faut
[343] faut,arrêter
[343] arrêter,mecs
[343] mecs,ils
[343] sont,fous
[343] fous,ils
[343] ils,font

Top Word Pairs in Tweet in G1:
[327] 2004,faut
[327] faut,arrêter
[327] arrêter,mecs
[327] mecs,ils
[327] ils,sont
[327] sont,fous
[327] fous,ils
[327] ils,font
[327] font,hiv
[327] hiv,sars

Top Word Pairs in Tweet in G2:
[35] sars,cov
[9] cov,nodexl
[8] niusmarco,banounhelene
[8] banounhelene,oui
[8] oui,suis
[8] suis,assez
[8] assez,callé
[8] callé,mais
[8] mais,semblerait
[8] semblerait,aussi

Top Word Pairs in Tweet in G3:
[114] sars,cov
[102] 2027,france
[102] france,fait
[102] fait,face
[102] face,sa
[102] sa,21e
[102] 21e,vague
[102] vague,covid
[102] covid,sars
[102] cov,variant

Top Word Pairs in Tweet in G4:
[251] sars,cov
[14] cov,strains
[11] mers,cov
[10] cov,sars
[8] η,εξέλιξη
[8] εξέλιξη,των
[8] των,νέων
[8] νέων,μολύνσεων
[8] μολύνσεων,sars
[8] cov,στις

Top Word Pairs in Tweet in G5:
[44] sars,cov
[23] time,go
[23] go,back
[23] back,future
[23] future,tony_vandongen
[23] tony_vandongen,back
[23] back,bill
[23] bill,gallaher
[23] gallaher,first
[23] first,described

Top Word Pairs in Tweet in G6:
[164] 18,jahre
[84] sars,cov
[82] cov,patienten
[82] patienten,18
[82] jahre,durchgemachter
[82] durchgemachter,infektion
[82] infektion,nachweißlich
[82] nachweißlich,immunantwort
[82] immunantwort,18
[81] erzengelheiner,sars

Top Word Pairs in Tweet in G7:
[50] sars,cov
[47] violapriesemann,liebe
[47] liebe,frau
[47] frau,priesemann
[47] priesemann,vielleicht
[47] vielleicht,hilft
[47] hilft,orientierung
[47] orientierung,sars
[47] cov,2003
[47] 2003,die

Top Word Pairs in Tweet in G8:
[2] raulmena70,georginaubaldo1
[2] georginaubaldo1,rochesvars
[2] rochesvars,todoxnada2
[2] todoxnada2,elench0rizador
[2] elench0rizador,morozi
[2] morozi,nnunezortiz
[2] nnunezortiz,lic12rosio
[2] lic12rosio,henrykasarq

Top Word Pairs in Tweet in G9:
[2] sars,cov
[2] doritmi,gorskon
[2] gorskon,actually
[2] actually,virology
[2] virology,journal
[2] journal,claimed
[2] claimed,published
[2] published,nih
[2] nih,claimed
[2] claimed,run

Top Word Pairs in Tweet in G10:
[15] sars,cov
[7] virus,sars
[6] denise_dewald,gab_h_r
[6] gab_h_r,romainmartinio
[6] romainmartinio,dangerous
[6] dangerous,everyone
[6] everyone,everyone
[6] everyone,keeps
[6] keeps,forgetting
[6] forgetting,virus

Top Replied-To
Top Replied-To in Entire Graph:
@edward_wouters
@bfmtv
@tony_vandongen
@nancyho33895212
@danielffry
@andrew7rd
@reusvisser
@alice07788382
@patrickbudgen
@paola_roamola

Top Replied-To in G1:
@banounhelene

Top Replied-To in G2:
@edward_wouters
@reusvisser
@andylumm
@nathaliekoopma2
@rtheatheist
@burgerlab12
@alex_on_a14
@newoinl
@mkeulemans
@thierrybaudet

Top Replied-To in G5:
@tony_vandongen
@mikeydoubled
@valuechasing
@maiahibbett
@humblesci
@chuckpaulen
@user3425664
@tylernstarr
@peaseroland
@samuel_gregson

Top Replied-To in G6:
@proframbazamba

Top Replied-To in G7:
@violapriesemann

Top Replied-To in G8:
@raulmena70

Top Replied-To in G9:
@skepticalmutant
@doritmi

Top Replied-To in G10:
@carolinagirl585
@gab_h_r
@writerer
@denise_dewald

Top Mentioned
Top Mentioned in Entire Graph:
@niusmarco
@maxdelvallee
@erzengelheiner
@radbruch_lab
@violapriesemann
@charlesrixey
@tony_vandongen
@daoyu15
@thepeerj
@fabrisnuria

Top Mentioned in G1:
@niusmarco

Top Mentioned in G2:
@niusmarco
@banounhelene
@hahagentherapie
@michaelbathurst
@f250roush
@adevotedyogi
@tierrahenson
@wjack76995
@mholkers
@andylumm

Top Mentioned in G3:
@maxdelvallee
@niusmarco

Top Mentioned in G4:
@rafaelrafel3
@dronico
@papichdaniel

Top Mentioned in G5:
@tony_vandongen
@charlesrixey
@daoyu15
@ayjchan
@ydeigin
@jikkykjj
@deinertdoc
@drkevinwmccair1
@fx_alluka
@fastlerner

Top Mentioned in G6:
@erzengelheiner
@petra04894866
@proframbazamba

Top Mentioned in G7:
@radbruch_lab
@violapriesemann
@erzengelheiner

Top Mentioned in G8:
@georginaubaldo1
@rochesvars
@todoxnada2
@elench0rizador
@morozi
@nnunezortiz
@lic12rosio
@henrykasarq
@mariabasurtoga1
@raulmena70

Top Mentioned in G9:
@doritmi
@gorskon
@doom37455413
@tonybaduy
@sammy44231
@ogilville1
@souptomatosoup
@wendyorent
@richykirsh
@andrewlazarus4

Top Mentioned in G10:
@gab_h_r
@romainmartinio
@93kyiv
@denise_dewald
@mikejohansenmd
@elisaperego78
@drjaimeanne
@carolinagirl585
@mjtweetings
@antonio_caramia

Top Tweeters
Top Tweeters in Entire Graph:
@crweworld
@lizditz
@sonialavera
@altai_armande
@biobio
@torreon
@madrynha2012
@kulturbolschewi
@bfmtv
@fleur2108

Top Tweeters in G1:
@altai_armande
@fleur2108
@yvespdb
@lauracarrese
@alek_aloha
@philippecombaut
@pradier_marc
@gmirlt
@mydaphne
@anne_morantin

Top Tweeters in G2:
@lizditz
@madrynha2012
@adevotedyogi
@volkskrant
@shoutmgb
@vicmahec
@saraart4
@michaelbathurst
@olifant
@wjack76995

Top Tweeters in G3:
@4litanglilou67
@julien0686
@tns15
@punchymcgeect
@jaunesandy
@atriluw
@whitelinealex
@christ83c
@sgambfil
@benben_bo

Top Tweeters in G4:
@crweworld
@torreon
@sporadestv
@beritakbr
@holyshitdevonne
@myjournals
@whotnaught
@prisma916
@davidcranmerun1
@alcamachop

Top Tweeters in G5:
@sonialavera
@12fv123
@biorealism
@justweemary
@mguru2020
@imurb00gieman
@pizzapicklespur
@jgillil2
@commonwealangus
@daoyu15

Top Tweeters in G6:
@artep21
@beltschazzara
@hausfrau4ever
@panpagan
@teite99
@jane_banane__
@sifuroyschirdew
@real_tlacatl
@koyamamichi
@braungardtr

Top Tweeters in G7:
@ealanicnamara
@countsilvius
@k_lennyx
@chefofmembers
@lassehallstroem
@fireflymum
@_s__l_
@anla18294437
@gr33ncougar
@lovelyhater4u

Top Tweeters in G8:
@carmen_mmxm
@easygentle
@coronaoso
@100_espana
@aleb1808
@itta76728784
@raulmena70
@mamaguzo
@laugonzalezmx
@carla_ponti

Top Tweeters in G9:
@doritmi
@scepticalaussie
@monstercoyliar
@kath2cats
@wendyorent
@nockit1
@gorskon
@geoffschuler
@andrewlazarus4
@souptomatosoup

Top Tweeters in G10:
@writerer
@millerd99
@cordeliaappleb1
@romainmartinio
@karamballes
@christineloriol
@vet_dot
@paulpari6
@olgaleonenko
@carolinagirl585


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