SARS-COV, Twitter, 3/24/2022 12:17:45 PM, 273629


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SARS-COV_2022-03-24_03-59-54.xlsx
SARS-COV_2022-03-24_03-59-54.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 24, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3DaNAha
@niusmarco
@michaelbathurst
@f250roush
@maxdelvallee
@mholkers
@jonathanhannah
@daoyu15
@jsaholmes
@charlesrixey
@ayjchan

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

Description:
Description
The graph represents a network of 1,957 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, 24 March 2022 at 11:01 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 13-day, 11-hour, 11-minute period from Thursday, 10 March 2022 at 00:45 UTC to Wednesday, 23 March 2022 at 11:56 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 : 1957
Unique Edges : 1359
Edges With Duplicates : 1916
Total Edges : 3275
Number of Edge Types : 5
Replies to : 292
Mentions : 800
Retweet : 767
MentionsInRetweet : 1157
Tweet : 259
Self-Loops : 272
Reciprocated Vertex Pair Ratio : 0.0168902136115251
Reciprocated Edge Ratio : 0.033219345383488
Connected Components : 373
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 615
Maximum Edges in a Connected Component : 1378
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.745315
Graph Density : 0.000534759078887283
Modularity : 0.614862
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,957 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, 24 March 2022 at 11:01 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 13-day, 11-hour, 11-minute period from Thursday, 10 March 2022 at 00:45 UTC to Wednesday, 23 March 2022 at 11:56 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:
[10] 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://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf
[6] https://zenodo.org/record/5778318#.YiLTqSQ3uEf
[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://archive.ph/eiWvH
[2] https://t.me/amidianaoesuaamiga/7530
[2] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC7141560/

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

Top URLs in Tweet in G2:
[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
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272837

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://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
[1] https://twitter.com/paradoxmkd/status/1502191310622674952
[1] http://crweworld.com/article/news-provided-by-accesswire/2317155/altamira-therapeutics-reports-positive-in-vitro-efficacy-data-for-bentrio-nasal-spray-in-protecting-against-sars-cov-2-omicron-variant
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7176214/
[1] https://choratouaxoritou.gr/?p=183437
[1] https://twitter.com/solymanone/status/1502366952152522754

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:
[10] 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 G8:
[1] https://twitter.com/drsimonegold/status/1501633431066849281

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:
[38] twitter.com
[31] nih.gov
[13] nature.com
[8] m-cam.com
[7] nodexlgraphgallery.org
[7] zenodo.org
[6] substack.com
[5] youtube.com
[5] ertnews.gr
[4] sciencedirect.com

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

Top Domains in Tweet in G2:
[7] 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
[3] myjournals.org
[2] sciencedirect.com
[2] hieps.net
[2] news-medical.net

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:
[10] nature.com

Top Domains in Tweet in G8:
[1] twitter.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] eu4s
[8] townhall
[7] covid19
[6] updatelabbioasdiukraina
[5] covid
[5] omicron
[5] coronavirus
[5] dyk
[4] sarscov2
[3] كورونا



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

Top Hashtags in Tweet in G3:
[1] passvaccinal

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

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:
[1353] sars
[1128] cov
[399] ils
[228] hiv
[214] covid
[210] niusmarco
[209] 2004
[206] face
[204] sont
[200] faut

Top Words in Tweet in G1:
[384] ils
[208] sars
[200] niusmarco
[194] hiv
[192] 2004
[192] faut
[192] arrêter
[192] mecs
[192] sont
[192] fous

Top Words in Tweet in G2:
[28] sars
[26] cov
[9] michaelbathurst
[9] hahagentherapie
[7] nodexl
[7] niusmarco
[7] dat
[6] andylumm
[6] adevotedyogi
[6] tierrahenson

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

Top Words in Tweet in G4:
[255] sars
[245] cov
[35] human
[28] ace2
[23] virus
[18] fig
[17] species
[16] between
[16] η
[16] cells

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

Top Words in Tweet in G6:
[59] radbruch_lab
[53] sars
[53] cov
[52] vielleicht
[52] die
[51] violapriesemann
[51] liebe
[51] frau
[51] priesemann
[51] hilft

Top Words in Tweet in G7:
[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 G8:
[94] 18
[94] jahre
[49] sars
[49] cov
[47] patienten
[47] durchgemachter
[47] infektion
[47] nachweißlich
[47] immunantwort
[46] erzengelheiner

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:
[22] sars
[17] cov
[12] gab_h_r
[12] everyone
[8] enough
[8] virus
[6] denise_dewald
[6] romainmartinio
[6] dangerous
[6] keeps

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1065] sars,cov
[200] hiv,sars
[198] ils,sont
[196] 2004,faut
[196] faut,arrêter
[196] arrêter,mecs
[196] mecs,ils
[196] sont,fous
[196] fous,ils
[196] ils,font

Top Word Pairs in Tweet in G1:
[192] 2004,faut
[192] faut,arrêter
[192] arrêter,mecs
[192] mecs,ils
[192] ils,sont
[192] sont,fous
[192] fous,ils
[192] ils,font
[192] font,hiv
[192] hiv,sars

Top Word Pairs in Tweet in G2:
[23] sars,cov
[7] cov,nodexl
[6] nodexl,niusmarco
[6] niusmarco,michaelbathurst
[4] f250roush,hahagentherapie
[4] top,hashtags
[4] hashtags,#covid19
[4] stokstef,hahagentherapie
[4] jhn_steen,mholkers
[4] mholkers,reusvisser

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:
[229] sars,cov
[12] mers,cov
[11] cov,strains
[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:
[38] 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:
[53] sars,cov
[51] violapriesemann,liebe
[51] liebe,frau
[51] frau,priesemann
[51] priesemann,vielleicht
[51] vielleicht,hilft
[51] hilft,orientierung
[51] orientierung,sars
[51] cov,2003
[51] 2003,die

Top Word Pairs in Tweet in G7:
[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 G8:
[94] 18,jahre
[49] sars,cov
[47] cov,patienten
[47] patienten,18
[47] jahre,durchgemachter
[47] durchgemachter,infektion
[47] infektion,nachweißlich
[47] nachweißlich,immunantwort
[47] immunantwort,18
[46] erzengelheiner,sars

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:
[17] 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:
@bfmtv
@tony_vandongen
@nancyho33895212
@danielffry
@andrew7rd
@reusvisser
@alice07788382
@edward_wouters
@guy_mero
@spdde

Top Replied-To in G1:
@banounhelene
@ayoau7
@lemoinesbastie2
@blemontd

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

Top Replied-To in G5:
@tony_vandongen
@mikeydoubled
@valuechasing
@maiahibbett
@chuckpaulen
@user3425664
@tylernstarr
@pathocratie
@parsifaler

Top Replied-To in G6:
@violapriesemann
@musikutiv

Top Replied-To in G7:
@raulmena70

Top Replied-To in G8:
@proframbazamba

Top Replied-To in G9:
@skepticalmutant
@doritmi

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

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

Top Mentioned in G1:
@niusmarco
@banounhelene
@lonnibesancon
@baboune59200
@pinsollet
@isa_fang

Top Mentioned in G2:
@hahagentherapie
@niusmarco
@adevotedyogi
@tierrahenson
@wjack76995
@michaelbathurst
@f250roush
@mholkers
@andylumm
@burgerlab12

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:
@radbruch_lab
@violapriesemann
@kjpgehrden

Top Mentioned in G7:
@georginaubaldo1
@rochesvars
@todoxnada2
@elench0rizador
@morozi
@nnunezortiz
@lic12rosio
@henrykasarq
@mariabasurtoga1
@raulmena70

Top Mentioned in G8:
@erzengelheiner
@petra04894866
@proframbazamba

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
@paulpaul49

Top Tweeters in G1:
@altai_armande
@yvespdb
@lauracarrese
@philippecombaut
@pradier_marc
@mydaphne
@vicmahec
@anne_morantin
@lvassiliev
@pmbavenir53

Top Tweeters in G2:
@lizditz
@madrynha2012
@adevotedyogi
@volkskrant
@shoutmgb
@michaelbathurst
@olifant
@wjack76995
@mcfunny
@jsaholmes

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

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

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

Top Tweeters in G6:
@ealanicnamara
@countsilvius
@k_lennyx
@chefofmembers
@lassehallstroem
@fireflymum
@_s__l_
@anla18294437
@gr33ncougar
@franzig38

Top Tweeters in G7:
@carmen_mmxm
@easygentle
@coronaoso
@100_espana
@aleb1808
@itta76728784
@raulmena70
@mamaguzo
@laugonzalezmx
@carla_ponti

Top Tweeters in G8:
@artep21
@beltschazzara
@hausfrau4ever
@teite99
@sifuroyschirdew
@koyamamichi
@braungardtr
@psch27389151
@dawolf12446879
@lacki0603

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

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


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