SARS-COV, Twitter, 4/1/2022 10:09:22 AM, 274116


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SARS-COV_2022-04-01_02-18-02.xlsx
SARS-COV_2022-04-01_02-18-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 01, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3Dui4KS
@jlesgards
@daoyu15
@shoutmgb
@jonathanhannah
@jsaholmes
@radbruch_lab
@angelos_frank
@ale_battini
@rossana38510044
@adevotedyogi

Top hashtags:
#covid19
#gripalizacionletal
#gripalizareserrar
#updatelabbioasdiukraina

Description:
Description
The graph represents a network of 1,591 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 Friday, 01 April 2022 at 09:19 UTC.

The requested start date was Friday, 01 April 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, 19-minute period from Friday, 18 March 2022 at 01:33 UTC to Thursday, 31 March 2022 at 11:53 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 : 1591
Unique Edges : 1059
Edges With Duplicates : 1544
Total Edges : 2603
Number of Edge Types : 5
Tweet : 239
Replies to : 252
Mentions : 501
Retweet : 656
MentionsInRetweet : 955
Self-Loops : 247
Reciprocated Vertex Pair Ratio : 0.0125549278091651
Reciprocated Edge Ratio : 0.0247985120892746
Connected Components : 326
Single-Vertex Connected Components : 98
Maximum Vertices in a Connected Component : 237
Maximum Edges in a Connected Component : 484
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.781152
Graph Density : 0.000637627535389712
Modularity : 0.61762
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,591 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 Friday, 01 April 2022 at 09:19 UTC.

The requested start date was Friday, 01 April 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, 19-minute period from Friday, 18 March 2022 at 01:33 UTC to Thursday, 31 March 2022 at 11:53 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:
[25] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[14] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z
[7] https://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf
[5] https://rumble.com/vya9oc-nobody-has-isolated-the-covid-19-sars-cov-2-virus-with-dr.-andrew-kaufman.html
[4] https://urly.it/3mqtb
[4] https://sterilray.com/
[4] https://www.intechopen.com/chapters/46258
[4] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273486
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273179

Top URLs in Tweet in G1:
[1] https://lecourrierdesstrateges.fr/2022/03/30/les-vaccins-contre-covid-deteriorent-le-systeme-immunitaire-et-provoquent-un-syndrome-dimmunodeficience-acquise-sida/
[1] https://pubmed.ncbi.nlm.nih.gov/18094188/
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC7100545/

Top URLs in Tweet in G2:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273486
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273179
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273332
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273561
[1] https://patents.justia.com/patent/7279327

Top URLs in Tweet in G3:
[25] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[11] 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 G4:
[2] https://www.biorxiv.org/content/10.1101/2022.03.22.485373v1?rss=1
[1] https://roundingtheearth.substack.com/p/evalivapi-and-other-evidence-of-earlier?token=eyJ1c2VyX2lkIjoxODgzODc3OSwicG9zdF9pZCI6NTA1MzQ2MjMsIl8iOiJSVlVpdiIsImlhdCI6MTY0NzU4MDQ3NSwiZXhwIjoxNjQ3NTg0MDc1LCJpc3MiOiJwdWItMjk1Nzc2Iiwic3ViIjoicG9zdC1yZWFjdGlvbiJ9.QKpfSSz-c0rNJpiE2L2im8ocA_TWe4yhEt8yQ-EBhN0&s=r
[1] https://roundingtheearth.substack.com/p/evalivapi-and-other-evidence-of-earlier?utm_medium=email&action=share
[1] https://twitter.com/CaldronPool/status/1505122100860059652
[1] https://pubmed.ncbi.nlm.nih.gov/35300895/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1vm7YKsZZUUxnifh5OaqTk2gTCfKglxsaBK1eC_2DGN6Xa_E4g&fc=None&ff=20220320142043&v=2.17.6
[1] https://pubmed.ncbi.nlm.nih.gov/35300895/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=None&utm_content=1Hs5ZC7s01Y-375sMdYUbkhq92falrJCEFhYMGLCptPWnvBMiz&fc=None&ff=20220320111954&v=2.17.6
[1] https://kbr.id/nasional/03-2022/menkes__omicron_ba_2_sudah_masuk_indonesia__tak_perlu_khawatir/107963.html
[1] https://www.sgtreport.com/2022/03/dr-anthony-fauci-owns-a-patent-on-sars-cov-2-gp120-hiv-insertion/
[1] https://twitter.com/solo_reflexion/status/1505456571920306177
[1] https://www.researchsquare.com/article/rs-1446025/v1

Top URLs in Tweet in G5:
[2] https://archive.ph/eiWvH
[1] https://www.propublica.org/article/near-misses-at-unc-chapel-hills-high-security-lab-illustrate-risk-of-accidents-with-coronaviruses
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs10311-021-01211-0
[1] https://journals.asm.org/doi/10.1128/JVI.80.9.4211-4219.2006?cookieSet=1
[1] https://www.sciencedirect.com/science/article/pii/S0042682209005832
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3237677/?report=reader

Top URLs in Tweet in G8:
[1] https://twitter.com/EMA_News/status/1507025418624417795
[1] https://twitter.com/RicardLopez123/status/1502398213411807248

Top URLs in Tweet in G9:
[4] https://sterilray.com/
[2] https://venturebeat.com/2021/11/20/the-one-thing-were-not-doing-to-mitigate-the-spread-of-covid-19/
[1] https://www.nature.com/articles/s41598-022-08462-z
[1] https://www.mdpi.com/1999-4915/14/4/684

Top URLs in Tweet in G10:
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[1] https://twitter.com/William95147321/status/1504818923593777153
[1] https://twitter.com/Debunk_the_Funk/status/1507743409238335497

Top Domains
Top Domains in Tweet in Entire Graph:
[42] nature.com
[30] twitter.com
[23] nih.gov
[9] nodexlgraphgallery.org
[7] m-cam.com
[5] rumble.com
[5] t.me
[5] youtube.com
[5] biorxiv.org
[5] substack.com

Top Domains in Tweet in G1:
[2] nih.gov
[1] lecourrierdesstrateges.fr

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

Top Domains in Tweet in G3:
[36] nature.com

Top Domains in Tweet in G4:
[12] twitter.com
[4] nih.gov
[4] biorxiv.org
[3] substack.com
[2] wordpress.com
[2] hyp.is
[2] myjournals.org
[2] nature.com
[1] kbr.id
[1] sgtreport.com

Top Domains in Tweet in G5:
[2] archive.ph
[1] propublica.org
[1] springer.com
[1] asm.org
[1] sciencedirect.com
[1] nih.gov

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

Top Domains in Tweet in G9:
[4] sterilray.com
[2] venturebeat.com
[1] nature.com
[1] mdpi.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] covid19
[11] gripalizacionletal
[11] gripalizareserrar
[8] updatelabbioasdiukraina
[5] sarscov2
[5] covid
[5] omicron
[5] originsofcovid
[4] eu4s
[4] townhall



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

Top Hashtags in Tweet in G4:
[6] updatelabbioasdiukraina
[2] covid19
[1] pasiglaban
[1] omicron
[1] deltacron
[1] covid
[1] russiaukrainewar
[1] auspol
[1] vaccineplus
[1] wearamask

Top Hashtags in Tweet in G5:
[3] covid19
[3] sarscov2
[2] m396
[1] likeascientist
[1] lableak
[1] gd03

Top Hashtags in Tweet in G7:
[1] schwereschuld

Top Hashtags in Tweet in G8:
[11] gripalizacionletal
[11] gripalizareserrar

Top Words
Top Words in Tweet in Entire Graph:
[1185] sars
[1142] cov
[256] ace2
[241] mutations
[240] animal
[234] baric
[229] labo
[228] ralph
[226] 2008
[224] passage

Top Words in Tweet in G1:
[238] sars
[238] cov
[229] labo
[222] jlesgards
[222] publi
[222] ralph
[222] baric
[222] 2008
[222] mutations
[222] passage

Top Words in Tweet in G2:
[19] sars
[19] cov
[15] maxdelvallee
[14] face
[12] michaelbathurst
[9] nodexl
[9] niusmarco
[9] f250roush
[8] france
[7] 2027

Top Words in Tweet in G3:
[104] radbruch_lab
[86] sars
[80] cov
[77] die
[75] 2003
[74] vielleicht
[73] violapriesemann
[73] liebe
[73] frau
[73] priesemann

Top Words in Tweet in G4:
[212] sars
[205] cov
[35] human
[30] ace2
[19] civets
[17] virus
[17] rbd
[17] strains
[17] between
[16] mutations

Top Words in Tweet in G5:
[45] sars
[43] cov
[21] rossana38510044
[19] re
[19] note
[18] something
[17] humblesci
[17] going
[17] leave
[17] near

Top Words in Tweet in G6:
[50] pandemia
[50] gran
[50] mentira
[50] desplegada
[50] propósito
[50] implementar
[50] nuevo
[50] orden
[50] mundial
[50] dictatorial

Top Words in Tweet in G7:
[11] sars
[11] cov
[10] karl_lauterbach
[6] covid
[5] wenig_worte
[5] deutschland
[5] stecken
[5] viele
[5] sterben
[5] 19

Top Words in Tweet in G8:
[30] sars
[28] cov
[22] vulnerables
[11] #gripalizacionletal
[11] #gripalizareserrar
[10] elenaturval
[8] virus
[6] masanpra
[5] ema
[5] recomendado

Top Words in Tweet in G9:
[15] known
[12] destroys
[11] cov
[10] sars
[9] viruses
[9] bacteria
[9] spores
[8] variants
[7] future
[7] antimicrobial

Top Words in Tweet in G10:
[11] sars
[9] cov
[6] mouse
[5] chimeric
[4] adapted
[3] virus
[2] peteinsilico
[2] debunk_the_funk
[2] podcastbill
[2] kathysm59005579

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1085] sars,cov
[228] ralph,baric
[223] baric,2008
[222] publi,ralph
[222] 2008,mutations
[222] mutations,labo
[222] labo,sars
[222] cov,passage
[222] passage,animal
[222] animal,homme

Top Word Pairs in Tweet in G1:
[238] sars,cov
[222] publi,ralph
[222] ralph,baric
[222] baric,2008
[222] 2008,mutations
[222] mutations,labo
[222] labo,sars
[222] cov,passage
[222] passage,animal
[222] animal,homme

Top Word Pairs in Tweet in G2:
[19] sars,cov
[9] cov,nodexl
[9] nodexl,niusmarco
[9] niusmarco,michaelbathurst
[7] michaelbathurst,f250roush
[7] 2027,france
[7] france,fait
[7] fait,face
[7] face,sa
[7] sa,21e

Top Word Pairs in Tweet in G3:
[80] sars,cov
[73] violapriesemann,liebe
[73] liebe,frau
[73] frau,priesemann
[73] priesemann,vielleicht
[73] vielleicht,hilft
[73] hilft,orientierung
[73] orientierung,sars
[73] cov,2003
[73] 2003,die

Top Word Pairs in Tweet in G4:
[195] sars,cov
[16] cov,strains
[9] mers,cov
[9] cov,sars
[9] future,sars
[7] cov,mers
[6] penelitian,senjata
[6] senjata,biologi
[6] yang,lakukan
[6] lakukan,oleh

Top Word Pairs in Tweet in G5:
[38] sars,cov
[17] rossana38510044,humblesci
[17] humblesci,going
[17] going,leave
[17] leave,re
[17] re,near
[17] near,misses
[17] misses,start
[17] start,something
[17] something,note

Top Word Pairs in Tweet in G6:
[50] pandemia,gran
[50] gran,mentira
[50] mentira,desplegada
[50] desplegada,propósito
[50] propósito,implementar
[50] implementar,nuevo
[50] nuevo,orden
[50] orden,mundial
[50] mundial,dictatorial
[49] sanitariottoker,pandemia

Top Word Pairs in Tweet in G7:
[10] sars,cov
[5] wenig_worte,karl_lauterbach
[5] karl_lauterbach,deutschland
[5] deutschland,stecken
[5] stecken,viele
[5] viele,sars
[5] cov,sterben
[5] sterben,covid
[5] covid,19
[5] 19,nie

Top Word Pairs in Tweet in G8:
[28] sars,cov
[11] #gripalizacionletal,vulnerables
[11] vulnerables,vulnerables
[11] vulnerables,sars
[11] cov,#gripalizareserrar
[10] elenaturval,#gripalizacionletal
[5] cov,virus
[5] ema,recomendado
[5] recomendado,conceder
[5] conceder,autorización

Top Word Pairs in Tweet in G9:
[10] sars,cov
[10] destroys,known
[9] known,viruses
[9] viruses,bacteria
[9] bacteria,spores
[8] cov,variants
[7] future,sars
[7] variants,antimicrobial
[7] antimicrobial,resistant
[7] resistant,pathogens

Top Word Pairs in Tweet in G10:
[9] sars,cov
[4] mouse,adapted
[4] adapted,sars
[3] chimeric,virus
[2] code__green,98jabjab2
[2] wild,type
[2] type,sars
[2] cov,urbani
[2] urbani,mouse
[2] cov,ma15

Top Replied-To
Top Replied-To in Entire Graph:
@tony_vandongen
@potus
@poyserdave1
@alvarofilgon
@breakfast_dogs
@jasonha41790529
@elonmusk
@joebhoy1971
@nicolas_delmas_
@pensarporsisolo

Top Replied-To in G1:
@remilaharie

Top Replied-To in G2:
@mcfunny
@skepticalmutant
@andylumm

Top Replied-To in G3:
@violapriesemann
@pelagicbird
@tim_roehn
@m_t_franz
@liberalmut
@imnotathome
@moschsabine

Top Replied-To in G5:
@tony_vandongen
@breakfast_dogs
@rossana38510044
@capitolsheila
@pathogenetics
@stevenemassey
@valuechasing
@theseeker268
@ayjchan
@rick90150469

Top Replied-To in G7:
@exaohm
@sharinator
@karl_lauterbach
@wenig_worte
@markusw_nagel
@linksistkeineo1

Top Replied-To in G8:
@mariagallegobl

Top Replied-To in G9:
@potus
@don_milton
@brosseau_lisa
@whcovidresponse
@j_g_allen
@samjcauston
@drdavidmichaels

Top Replied-To in G10:
@doctorlunge
@william95147321
@kathysm59005579
@robertn59384295
@nancyho33895212

Top Mentioned
Top Mentioned in Entire Graph:
@jlesgards
@radbruch_lab
@violapriesemann
@sanitariottoker
@rossana38510044
@humblesci
@youwokedad
@maxdelvallee
@awakenindiamvmt
@luskarusso

Top Mentioned in G1:
@jlesgards
@gerardbondeau
@canardbruno
@saiyanbio

Top Mentioned in G2:
@maxdelvallee
@niusmarco
@michaelbathurst
@f250roush
@mholkers
@adevotedyogi
@hahagentherapie
@jonathanhannah
@jsaholmes
@charlesrixey

Top Mentioned in G3:
@radbruch_lab
@violapriesemann
@bratanbrabratan
@tim_roehn
@pelagicbird
@hendrikstreeck
@m_t_franz

Top Mentioned in G5:
@rossana38510044
@humblesci
@youwokedad
@daoyu15
@authornickunj
@ayjchan
@tony_vandongen
@biophysicsfl
@capitolsheila
@mjnanostretch

Top Mentioned in G6:
@sanitariottoker

Top Mentioned in G7:
@karl_lauterbach
@alex_la__
@wenig_worte
@kdimmek
@mrsmertes
@drtedros
@drmikeryan
@konst1889
@shomburg
@rki_de

Top Mentioned in G8:
@elenaturval
@masanpra
@findwhy
@fitterhappieraj
@leonardibot
@mariagallegobl
@nocimiento

Top Mentioned in G9:
@johnfaruv
@don_milton
@umdpublichealth
@brosseau_lisa
@whcovidresponse
@adsquires
@linseymarr
@j_g_allen
@corsiaq
@jimrosenthal4

Top Mentioned in G10:
@peteinsilico
@debunk_the_funk
@podcastbill
@code__green
@98jabjab2
@zbingledack
@d_a_zeck
@foofdawg
@ale_battini
@gmopundit

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@wadakashiho
@sonialavera
@parliamodinews
@biobio
@botliberalisme
@sanjai2july
@mtrushmore2016
@suekhi
@jcmarbury

Top Tweeters in G1:
@mazenod10
@lau68951920
@lopezdominique2
@delalande72
@julien0686
@saraart4
@dlfparis16
@gerardbondeau
@sev14423512
@solarcx69

Top Tweeters in G2:
@lizditz
@adevotedyogi
@shoutmgb
@doritmi
@scepticalaussie
@michaelbathurst
@monstercoyliar
@kath2cats
@wjack76995
@mcfunny

Top Tweeters in G3:
@m_t_franz
@ealanicnamara
@countsilvius
@moschsabine
@zach_andrea
@thomas_wilckens
@holmesgmx
@lassehallstroem
@fireflymum
@_s__l_

Top Tweeters in G4:
@gladeolie
@beritakbr
@holyshitdevonne
@gateta30
@myjournals
@veromaggi
@giovannidalloli
@misstrade
@whotnaught
@0bj3ctivity

Top Tweeters in G5:
@sonialavera
@mtrushmore2016
@kraus_read
@alwaysthemama
@kuanlinnie
@mrpug94
@theintercept
@r_h_ebright
@daoyu15
@ortigiap

Top Tweeters in G6:
@raykar57
@valesia2
@siviole
@vadodecaza1
@anasturiana60
@berenguela_nav
@milethp27
@worthy_high
@lulyesco24
@universo_darwin

Top Tweeters in G7:
@wenig_worte
@printi71
@friedelkorn
@marymueller1904
@zeichentaten
@drtedros
@sabinebr3
@mrsmertes
@shomburg
@demokratiewatc1

Top Tweeters in G8:
@demiurgotuiter
@elenaturval
@aimeevaleur
@findwhy
@in_omnia_parato
@emeh65
@sojaxx
@ricardlopez123
@catalunyala
@ana_berne

Top Tweeters in G9:
@jljcolorado
@kprather88
@tcyman
@corsiaq
@j_g_allen
@adsquires
@umdpublichealth
@uvc_far
@linseymarr
@samjcauston

Top Tweeters in G10:
@peteinsilico
@gmopundit
@doctorlunge
@cdcgov
@98jabjab2
@kathysm59005579
@william95147321
@foofdawg
@zbingledack
@kpcresearch


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