SARS-COV, Twitter, 3/22/2022 8:46:19 PM, 273486


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SARS-COV_2022-03-22_06-17-53.xlsx
SARS-COV_2022-03-22_06-17-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 22, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3IBFcbo
@niusmarco
@michaelbathurst
@f250roush
@maxdelvallee
@mholkers
@jonathanhannah
@charlesrixey
@daoyu15
@jsaholmes
@adevotedyogi

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

Description:
Description
The graph represents a network of 2,162 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 Tuesday, 22 March 2022 at 13:19 UTC.

The requested start date was Tuesday, 22 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, 22-hour, 35-minute period from Tuesday, 08 March 2022 at 00:07 UTC to Monday, 21 March 2022 at 22:42 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 : 2162
Unique Edges : 1359
Edges With Duplicates : 2352
Total Edges : 3711
Number of Edge Types : 5
Retweet : 952
MentionsInRetweet : 1330
Replies to : 306
Mentions : 841
Tweet : 282
Self-Loops : 294
Reciprocated Vertex Pair Ratio : 0.01584427342689
Reciprocated Edge Ratio : 0.0311942959001783
Connected Components : 378
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 791
Maximum Edges in a Connected Component : 1751
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.643439
Graph Density : 0.000480299789258836
Modularity : 0.589481
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,162 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 Tuesday, 22 March 2022 at 13:19 UTC.

The requested start date was Tuesday, 22 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, 22-hour, 35-minute period from Tuesday, 08 March 2022 at 00:07 UTC to Monday, 21 March 2022 at 22:42 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
[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://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[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:
[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=273179
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273332
[1] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69

Top URLs in Tweet in G3:
[6] https://zenodo.org/record/5778318#.YiLTqSQ3uEf
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272837
[3] https://archive.ph/eiWvH
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272906
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273332
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273179
[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/

Top URLs in Tweet in G5:
[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://criteriohidalgo.com/noticias/coronavirus/registran-86-nuevos-casos-positivos-covid-y-una-muerte-hidalgo?platform=hootsuite
[1] https://dx.doi.org/10.1101/2022.03.03.482731
[1] https://outbreaksci.prereview.org/
[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

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

Top URLs in Tweet in G8:
[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 URLs in Tweet in G10:
[3] 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 Domains
Top Domains in Tweet in Entire Graph:
[42] twitter.com
[35] nih.gov
[9] nodexlgraphgallery.org
[8] m-cam.com
[7] nature.com
[7] zenodo.org
[6] substack.com
[6] ertnews.gr
[5] youtube.com
[4] intechopen.com

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

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

Top Domains in Tweet in G3:
[7] nodexlgraphgallery.org
[7] zenodo.org
[4] archive.ph
[2] twitter.com
[1] nih.gov
[1] asm.org
[1] virological.org

Top Domains in Tweet in G5:
[16] twitter.com
[6] ertnews.gr
[5] nih.gov
[4] sporadestv.com
[4] substack.com
[3] blogspot.com
[2] t.me
[2] hieps.net
[2] myjournals.org
[2] news-medical.net

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

Top Domains in Tweet in G8:
[2] twitter.com

Top Domains in Tweet in G10:
[3] nature.com

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



Top Hashtags in Tweet in G3:
[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 G4:
[1] passvaccinal

Top Hashtags in Tweet in G5:
[6] updatelabbioasdiukraina
[4] covid19
[2] covid
[1] coronavirus
[1] mecfs
[1] pwme
[1] longcovid
[1] brasileiroraiz
[1] mondaythoughts
[1] montag

Top Hashtags in Tweet in G8:
[2] longsars
[1] longcovid

Top Words
Top Words in Tweet in Entire Graph:
[1599] sars
[1214] cov
[692] ils
[377] hiv
[358] 2004
[357] niusmarco
[350] sont
[348] faut
[346] font
[344] fous

Top Words in Tweet in G1:
[664] ils
[344] sars
[339] niusmarco
[333] hiv
[332] 2004
[332] faut
[332] arrêter
[332] mecs
[332] sont
[332] fous

Top Words in Tweet in G2:
[26] sars
[25] cov
[9] dat
[8] hahagentherapie
[7] andylumm
[7] reusvisser
[7] bij
[6] adevotedyogi
[6] tierrahenson
[6] burgerlab12

Top Words in Tweet in G3:
[70] sars
[61] cov
[46] back
[38] charlesrixey
[37] tony_vandongen
[28] time
[27] first
[24] gallaher
[24] described
[23] go

Top Words in Tweet in G4:
[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 G5:
[271] sars
[262] cov
[38] human
[33] ace2
[25] virus
[20] η
[19] fig
[18] bat
[17] coronavirus
[17] species

Top Words in Tweet in G6:
[168] 18
[168] jahre
[86] sars
[86] cov
[84] patienten
[84] durchgemachter
[84] infektion
[84] nachweißlich
[84] immunantwort
[83] erzengelheiner

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:
[20] sars
[15] cov
[12] everyone
[11] gab_h_r
[8] enough
[8] virus
[6] denise_dewald
[6] romainmartinio
[6] dangerous
[6] keeps

Top Words in Tweet in G9:
[10] cov
[9] sars
[8] karl_lauterbach
[7] die
[5] masken
[5] alles
[4] man
[4] habe
[4] veiel
[4] erachtens

Top Words in Tweet in G10:
[23] radbruch_lab
[23] vielleicht
[23] sars
[23] cov
[22] violapriesemann
[22] liebe
[22] frau
[22] priesemann
[22] hilft
[22] orientierung

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1158] 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:
[332] 2004,faut
[332] faut,arrêter
[332] arrêter,mecs
[332] mecs,ils
[332] ils,sont
[332] sont,fous
[332] fous,ils
[332] ils,font
[332] font,hiv
[332] hiv,sars

Top Word Pairs in Tweet in G2:
[22] sars,cov
[4] stokstef,hahagentherapie
[4] jhn_steen,mholkers
[4] mholkers,reusvisser
[3] andylumm,lydiapyrs
[3] lydiapyrs,adevotedyogi
[3] adevotedyogi,bill20538001
[3] bill20538001,tierrahenson
[3] tierrahenson,burgerlab12
[3] burgerlab12,markmcdougall13

Top Word Pairs in Tweet in G3:
[58] 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 G4:
[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 G5:
[248] sars,cov
[14] cov,sars
[14] cov,strains
[10] η,εξέλιξη
[10] εξέλιξη,των
[10] των,νέων
[10] νέων,μολύνσεων
[10] μολύνσεων,sars
[10] cov,στις
[10] 2022,πανελλαδικά

Top Word Pairs in Tweet in G6:
[168] 18,jahre
[86] sars,cov
[84] cov,patienten
[84] patienten,18
[84] jahre,durchgemachter
[84] durchgemachter,infektion
[84] infektion,nachweißlich
[84] nachweißlich,immunantwort
[84] immunantwort,18
[83] erzengelheiner,sars

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:
[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 Word Pairs in Tweet in G9:
[9] sars,cov
[4] veiel,karl_lauterbach
[4] karl_lauterbach,erachtens
[4] erachtens,neben
[4] neben,nmt
[4] nmt,masken
[4] masken,alles
[4] alles,die
[4] die,entwicklung
[4] entwicklung,medikamenten

Top Word Pairs in Tweet in G10:
[23] sars,cov
[22] violapriesemann,liebe
[22] liebe,frau
[22] frau,priesemann
[22] priesemann,vielleicht
[22] vielleicht,hilft
[22] hilft,orientierung
[22] orientierung,sars
[22] cov,2003
[22] 2003,die

Top Replied-To
Top Replied-To in Entire Graph:
@radsci
@edward_wouters
@bfmtv
@tony_vandongen
@nancyho33895212
@danielffry
@user3425664
@andrew7rd
@reusvisser
@alice07788382

Top Replied-To in G1:
@banounhelene

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

Top Replied-To in G3:
@tony_vandongen
@user3425664
@mikeydoubled
@valuechasing
@maiahibbett
@humblesci
@chuckpaulen
@tylernstarr
@peaseroland
@samuel_gregson

Top Replied-To in G6:
@proframbazamba

Top Replied-To in G7:
@raulmena70

Top Replied-To in G8:
@carolinagirl585
@gab_h_r
@writerer
@denise_dewald

Top Replied-To in G9:
@markusw_nagel
@linksistkeineo1
@nordlichtchen72
@sabinebr3
@ralfdittbrenner
@marcobuschmann
@shomburg
@dieorni
@veiel

Top Replied-To in G10:
@violapriesemann

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

Top Mentioned in G1:
@niusmarco
@banounhelene

Top Mentioned in G2:
@hahagentherapie
@andylumm
@adevotedyogi
@tierrahenson
@wjack76995
@burgerlab12
@pawley_robert
@mcfunny
@erikcumps
@jhn_steen

Top Mentioned in G3:
@charlesrixey
@tony_vandongen
@daoyu15
@ayjchan
@ydeigin
@jikkykjj
@deinertdoc
@drkevinwmccair1
@fx_alluka
@fastlerner

Top Mentioned in G4:
@maxdelvallee
@niusmarco

Top Mentioned in G5:
@rafaelrafel3
@dronico
@papichdaniel

Top Mentioned in G6:
@erzengelheiner
@petra04894866
@proframbazamba

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

Top Mentioned in G8:
@gab_h_r
@romainmartinio
@93kyiv
@denise_dewald
@mikejohansenmd
@elisaperego78
@drjaimeanne
@carolinagirl585
@mjtweetings
@antonio_caramia

Top Mentioned in G9:
@karl_lauterbach
@claudia_ellert
@veiel
@konst1889
@shomburg
@rki_de
@haltmalmeinbier
@ard_bab
@tagesschau
@kuniva6

Top Mentioned in G10:
@radbruch_lab
@violapriesemann

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

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

Top Tweeters in G2:
@lizditz
@adevotedyogi
@volkskrant
@doritmi
@scepticalaussie
@monstercoyliar
@olifant
@kath2cats
@wjack76995
@mcfunny

Top Tweeters in G3:
@sonialavera
@madrynha2012
@shoutmgb
@michaelbathurst
@12fv123
@biorealism
@conservjean
@frankdelia7
@justweemary
@mguru2020

Top Tweeters in G4:
@4litanglilou67
@julien0686
@tns15
@punchymcgeect
@jaunesandy
@atriluw
@whitelinealex
@christ83c
@sgambfil
@benben_bo

Top Tweeters in G5:
@crweworld
@torreon
@criteriohidalgo
@sporadestv
@beritakbr
@holyshitdevonne
@myjournals
@whotnaught
@prisma916
@davidcranmerun1

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

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

Top Tweeters in G8:
@writerer
@millerd99
@cordeliaappleb1
@romainmartinio
@karamballes
@christineloriol
@vet_dot
@paulpari6
@olgaleonenko
@carolinagirl585

Top Tweeters in G9:
@tagesschau
@ard_bab
@zeichentaten
@sabinebr3
@marcobuschmann
@shomburg
@rantenderlord
@symptomodyssee
@vonherzenmutter
@karl_lauterbach

Top Tweeters in G10:
@k_lennyx
@chefofmembers
@lovelyhater4u
@kaosschweiz
@nichtohneuns
@novoargumente
@twogni
@brittawittenber
@metamorfoss
@ooochristinooo


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