SARS-COV, Twitter, 3/31/2022 12:10:13 PM, 274041


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SARS-COV_2022-03-31_03-59-53.xlsx
SARS-COV_2022-03-31_03-59-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3NwIsIZ
@maxdelvallee
@jlesgards
@daoyu15
@shoutmgb
@jonathanhannah
@jsaholmes
@adevotedyogi
@michaelbathurst
@cuisyl
@natilo999

Top hashtags:
#covid19
#gripalizacionletal
#gripalizareserrar
#updatelabbioasdiukraina
#eu4s
#townhall

Description:
Description
The graph represents a network of 1,713 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, 31 March 2022 at 11:01 UTC.

The requested start date was Thursday, 31 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, 4-minute period from Thursday, 17 March 2022 at 01:10 UTC to Wednesday, 30 March 2022 at 12:14 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 : 1713
Unique Edges : 1079
Edges With Duplicates : 1813
Total Edges : 2892
Number of Edge Types : 5
Replies to : 251
Retweet : 793
MentionsInRetweet : 1105
Tweet : 235
Mentions : 508
Self-Loops : 244
Reciprocated Vertex Pair Ratio : 0.0109258194364577
Reciprocated Edge Ratio : 0.0216154721274175
Connected Components : 322
Single-Vertex Connected Components : 91
Maximum Vertices in a Connected Component : 536
Maximum Edges in a Connected Component : 1135
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.245813
Graph Density : 0.000599456601797142
Modularity : 0.601994
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,713 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, 31 March 2022 at 11:01 UTC.

The requested start date was Thursday, 31 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, 4-minute period from Thursday, 17 March 2022 at 01:10 UTC to Wednesday, 30 March 2022 at 12:14 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:
[24] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[12] 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://sterilray.com/
[4] https://www.intechopen.com/chapters/46258
[4] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[3] https://urly.it/3mqtb
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273486

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:
[24] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[9] 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://soe-wbe-pilot.wl.r.appspot.com/charts#page=locationcompare-variants
[1] https://roundingtheearth.substack.com/p/evalivapi-and-other-evidence-of-earlier?r=oa1p3&s=r&utm_campaign=post&utm_medium=email
[1] https://roundingtheearth.substack.com/p/evalivapi-and-other-evidence-of-earlier?s=r
[1] https://twitter.com/RealPepeEscobar/status/1504584046810181636
[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

Top URLs in Tweet in G5:
[2] https://archive.ph/eiWvH
[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.propublica.org/article/near-misses-at-unc-chapel-hills-high-security-lab-illustrate-risk-of-accidents-with-coronaviruses
[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 G9:
[1] https://twitter.com/EMA_News/status/1507025418624417795
[1] https://twitter.com/RicardLopez123/status/1502398213411807248

Top URLs in Tweet in G10:
[3] 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 Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] covid19
[11] gripalizacionletal
[11] gripalizareserrar
[8] updatelabbioasdiukraina
[6] eu4s
[6] townhall
[5] sarscov2
[5] covid
[5] omicron
[5] originsofcovid



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] sp
[1] spnoticias
[1] pasiglaban
[1] omicron
[1] deltacron
[1] covid
[1] russiaukrainewar
[1] auspol

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

Top Hashtags in Tweet in G8:
[1] schwereschuld

Top Hashtags in Tweet in G9:
[11] gripalizacionletal
[11] gripalizareserrar

Top Words
Top Words in Tweet in Entire Graph:
[1306] sars
[1253] cov
[250] ace2
[238] mutations
[237] animal
[232] baric
[226] labo
[225] ralph
[223] 2008
[221] passage

Top Words in Tweet in G1:
[224] sars
[224] cov
[221] labo
[214] jlesgards
[214] publi
[214] ralph
[214] baric
[214] 2008
[214] mutations
[214] passage

Top Words in Tweet in G2:
[202] face
[127] sars
[127] cov
[120] maxdelvallee
[103] france
[101] 2027
[101] fait
[101] sa
[101] 21e
[101] vague

Top Words in Tweet in G3:
[105] radbruch_lab
[88] sars
[82] cov
[81] die
[79] 2003
[78] vielleicht
[77] violapriesemann
[77] liebe
[77] frau
[77] priesemann

Top Words in Tweet in G4:
[203] sars
[197] cov
[34] human
[28] ace2
[19] civets
[17] rbd
[17] strains
[17] between
[16] virus
[16] humans

Top Words in Tweet in G5:
[50] sars
[42] cov
[21] note
[20] rossana38510044
[18] ayjchan
[18] re
[17] something
[17] start
[16] humblesci
[16] going

Top Words in Tweet in G6:
[2] mcfunny
[2] both
[2] virus
[2] respiratory
[2] coronavirus
[2] sars
[2] cov
[2] effective

Top Words in Tweet in G7:
[47] pandemia
[47] gran
[47] mentira
[47] desplegada
[47] propósito
[47] implementar
[47] nuevo
[47] orden
[47] mundial
[47] dictatorial

Top Words in Tweet in G8:
[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 G9:
[25] sars
[23] cov
[22] vulnerables
[11] #gripalizacionletal
[11] #gripalizareserrar
[10] elenaturval
[8] virus
[6] masanpra
[5] ema
[5] recomendado

Top Words in Tweet in G10:
[12] sars
[10] cov
[7] mouse
[6] chimeric
[5] adapted
[4] virus
[3] d_a_zeck
[3] generated
[3] characterized
[3] expressing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1195] sars,cov
[225] ralph,baric
[220] baric,2008
[219] publi,ralph
[219] 2008,mutations
[219] mutations,labo
[219] labo,sars
[219] cov,passage
[219] passage,animal
[219] animal,homme

Top Word Pairs in Tweet in G1:
[224] sars,cov
[214] publi,ralph
[214] ralph,baric
[214] baric,2008
[214] 2008,mutations
[214] mutations,labo
[214] labo,sars
[214] cov,passage
[214] passage,animal
[214] animal,homme

Top Word Pairs in Tweet in G2:
[127] sars,cov
[101] 2027,france
[101] france,fait
[101] fait,face
[101] face,sa
[101] sa,21e
[101] 21e,vague
[101] vague,covid
[101] covid,sars
[101] cov,variant

Top Word Pairs in Tweet in G3:
[82] sars,cov
[77] violapriesemann,liebe
[77] liebe,frau
[77] frau,priesemann
[77] priesemann,vielleicht
[77] vielleicht,hilft
[77] hilft,orientierung
[77] orientierung,sars
[77] cov,2003
[77] 2003,die

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

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

Top Word Pairs in Tweet in G6:
[2] sars,cov

Top Word Pairs in Tweet in G7:
[47] pandemia,gran
[47] gran,mentira
[47] mentira,desplegada
[47] desplegada,propósito
[47] propósito,implementar
[47] implementar,nuevo
[47] nuevo,orden
[47] orden,mundial
[47] mundial,dictatorial
[46] sanitariottoker,pandemia

Top Word Pairs in Tweet in G8:
[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 G9:
[23] 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 G10:
[10] sars,cov
[5] mouse,adapted
[5] adapted,sars
[4] chimeric,virus
[3] generated,characterized
[3] characterized,chimeric
[3] virus,expressing
[3] expressing,spike
[3] spike,bat
[3] bat,coronavirus

Top Replied-To
Top Replied-To in Entire Graph:
@tony_vandongen
@breakfast_dogs
@potus
@jasonha41790529
@elonmusk
@joebhoy1971
@poyserdave1
@nicolas_delmas_
@pensarporsisolo
@luketheduke1960

Top Replied-To in G1:
@remilaharie

Top Replied-To in G2:
@andylumm

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

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

Top Replied-To in G6:
@mcfunny
@skepticalmutant

Top Replied-To in G8:
@sharinator
@karl_lauterbach
@wenig_worte
@markusw_nagel
@linksistkeineo1
@nordlichtchen72

Top Replied-To in G9:
@mariagallegobl

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

Top Mentioned
Top Mentioned in Entire Graph:
@jlesgards
@maxdelvallee
@radbruch_lab
@violapriesemann
@sanitariottoker
@rossana38510044
@ayjchan
@humblesci
@thepeerj
@youwokedad

Top Mentioned in G1:
@jlesgards
@canardbruno
@gerardbondeau
@maxdelvallee
@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
@ayjchan
@humblesci
@youwokedad
@daoyu15
@authornickunj
@tony_vandongen
@biophysicsfl
@capitolsheila
@emmecola

Top Mentioned in G6:
@niallhussey2
@jrd0000
@doom37455413
@tonybaduy
@sammy44231
@ogilville1
@souptomatosoup
@wendyorent
@richykirsh
@andrewlazarus4

Top Mentioned in G7:
@sanitariottoker

Top Mentioned in G8:
@karl_lauterbach
@alex_la__
@wenig_worte
@kdimmek
@mrsmertes
@drtedros
@drmikeryan
@konst1889
@shomburg
@rki_de

Top Mentioned in G9:
@elenaturval
@masanpra
@findwhy
@fitterhappieraj
@leonardibot
@mariagallegobl
@nocimiento

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

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

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

Top Tweeters in G2:
@lizditz
@4litanglilou67
@adevotedyogi
@shoutmgb
@julien0686
@michaelbathurst
@tns15
@wjack76995
@jsaholmes
@punchymcgeect

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

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

Top Tweeters in G5:
@sonialavera
@mtrushmore2016
@kraus_read
@alwaysthemama
@imurb00gieman
@kuanlinnie
@mrpug94
@theintercept
@r_h_ebright
@daoyu15

Top Tweeters in G6:
@doritmi
@scepticalaussie
@monstercoyliar
@kath2cats
@mcfunny
@wendyorent
@nockit1
@alex_on_a14
@geoffschuler
@andrewlazarus4

Top Tweeters in G7:
@raykar57
@valesia2
@siviole
@vadodecaza1
@anasturiana60
@berenguela_nav
@milethp27
@worthy_high
@lulyesco24
@universo_darwin

Top Tweeters in G8:
@tagesschau
@wenig_worte
@printi71
@friedelkorn
@marymueller1904
@ard_bab
@zeichentaten
@drtedros
@sabinebr3
@mrsmertes

Top Tweeters in G9:
@demiurgotuiter
@elenaturval
@aimeevaleur
@findwhy
@in_omnia_parato
@emeh65
@sojaxx
@ricardlopez123
@catalunyala
@ana_berne

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


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