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SARS-COV_2022-06-22_02-01-22.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 22, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3xLssvp
@stephanieseneff
@michaelbathurst
@maxdelvallee
@gaditanasinmor1
@daoyu15
@demiurgotuiter
@miguela71643080
@informatiker4tj
@ferruhbacanli
@alfwarrior

Top hashtags:
#covid19
#hiv
#sarscov
#longcovid
#sarscov2
#sinaloa

Description:
Description
The graph represents a network of 3,539 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, 22 June 2022 at 09:04 UTC.

The requested start date was Wednesday, 22 June 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, 9-minute period from Wednesday, 08 June 2022 at 00:26 UTC to Tuesday, 21 June 2022 at 11:36 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 : 3539
Unique Edges : 1171
Edges With Duplicates : 5570
Total Edges : 6741
Number of Edge Types : 5
Retweet : 2715
MentionsInRetweet : 3037
Replies to : 204
Mentions : 593
Tweet : 192
Self-Loops : 211
Reciprocated Vertex Pair Ratio : 0.00214018191546281
Reciprocated Edge Ratio : 0.00427122263747998
Connected Components : 270
Single-Vertex Connected Components : 86
Maximum Vertices in a Connected Component : 2581
Maximum Edges in a Connected Component : 5570
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.921222
Graph Density : 0.000299177812091735
Modularity : 0.531536
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,539 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, 22 June 2022 at 09:04 UTC.

The requested start date was Wednesday, 22 June 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, 9-minute period from Wednesday, 08 June 2022 at 00:26 UTC to Tuesday, 21 June 2022 at 11:36 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:
[18] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092805/
[8] https://twitter.com/stephanieseneff/status/1535748790086316032
[5] https://archive.ph/qXMsd
[5] https://eltorotv.com/programas/vivir-con-salud/vivir-con-salud-14-05-22-programa-completo-20220515
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3371787/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[3] https://www.news-medical.net/news/20210809/Flavonoid-based-inhibitors-targeting-SARS-CoV-3CL-protease-for-the-treatment-of-SARS-CoV-2-infection.aspx
[3] https://www.spiegel.de/wissenschaft/mensch/spanische-grippe-antikoerper-halten-ein-leben-lang-a-572650.html
[3] https://www.youtube.com/watch?v=RJYO483u7Lg&feature=youtu.be

[2] https://genuineprospect.com/2022/02/13/what-is-coronavirus-or-sars-cov-2/

Top URLs in Tweet in G1:
[1] https://twitter.com/RMCInfo/status/1538756869715640320
[1] https://www.youtube.com/watch?v=f-jWyhxTP3s&feature=youtu.be


Top URLs in Tweet in G2:
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092805/
[1] https://igorchudov.substack.com/p/sars-cov-2-was-lab-made-under-project
[1] https://twitter.com/stephanieseneff/status/1535748790086316032

Top URLs in Tweet in G5:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092805/

Top URLs in Tweet in G6:
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092805/
[1] https://twitter.com/mathieumolimard/status/1534901600887656448

Top URLs in Tweet in G8:
[1] https://t.me/voluntasoficial/2859
[1] https://twitter.com/DrLoupis/status/1518774340006858752

Top URLs in Tweet in G9:
[5] https://archive.ph/qXMsd
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277966
[1] https://www.frontiersin.org/articles/10.3389/fmicb.2022.886317/full
[1] https://archive.ph/2022.04.24-154310/https://threadreaderapp.com/thread/1518205439401287680.html
[1] https://archive.ph/iFhUZ
[1] https://twitter.com/humblesci/status/1518143785087414273
[1] https://twitter.com/thingshiddenn/status/1536561604237701120
[1] https://www.researchsquare.com/article/rs-885194/v1.pdf
[1] https://twitter.com/r_h_ebright/status/1258426471011553280
[1] https://archive.ph/33r6q

Top URLs in Tweet in G10:
[7] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092805/
[4] https://twitter.com/stephanieseneff/status/1535748790086316032
[3] https://www.news-medical.net/news/20210809/Flavonoid-based-inhibitors-targeting-SARS-CoV-3CL-protease-for-the-treatment-of-SARS-CoV-2-infection.aspx
[2] https://www.sciencedirect.com/science/article/pii/S1383574222000011
[1] https://eltorotv.com/programas/vivir-con-salud/vivir-con-salud-14-05-22-programa-completo-20220515
[1] https://t.me/rafapalreal/21256
[1] https://evrimagaci.org/siddetli-akut-solunum-yolu-sendromu-sarscov-8455
[1] https://radiostereosantagata.it/consultazioni-elettorali-e-referendarie-del-12-giugno-2022-indicazioni-sulle-misure-di-prevenzione-dal-rischio-di-infezione-da-sars-cov-2-previste-dal-protocollo-sanitario-e-di-sicurezza/
[1] https://twitter.com/MaxDelvallee/status/1534466623809134593
[1] https://www.africanplume.com/2022/06/making-bat-president.html

Top Domains
Top Domains in Tweet in Entire Graph:
[42] twitter.com
[41] nih.gov
[8] archive.ph
[7] youtube.com
[6] maghreb-post.de
[5] nature.com
[5] news-medical.net
[5] eltorotv.com
[4] sciencedirect.com
[3] cell.com

Top Domains in Tweet in G1:
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G2:
[2] nih.gov
[1] substack.com
[1] twitter.com

Top Domains in Tweet in G5:
[1] nih.gov

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

Top Domains in Tweet in G8:
[1] t.me
[1] twitter.com

Top Domains in Tweet in G9:
[8] archive.ph
[3] twitter.com
[2] nodexlgraphgallery.org
[1] frontiersin.org
[1] researchsquare.com
[1] biomedcentral.com
[1] nature.com
[1] nih.gov
[1] cdc.gov
[1] theintercept.com

Top Domains in Tweet in G10:
[20] twitter.com
[7] nih.gov
[4] news-medical.net
[3] sciencedirect.com
[1] eltorotv.com
[1] t.me
[1] evrimagaci.org
[1] radiostereosantagata.it
[1] africanplume.com
[1] reuters.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] covid19
[11] hiv
[11] sarscov
[7] longcovid
[7] sarscov2
[7] sinaloa
[4] apic2022
[3] covid
[3] cerdanya
[2] flavonoid



Top Hashtags in Tweet in G9:
[5] longcovid
[1] originsofcovid
[1] sarscov2
[1] sinaloa
[1] covid19
[1] art
[1] artist
[1] twitterart
[1] diseaseoc

Top Hashtags in Tweet in G10:
[3] covid19
[2] flavonoid
[2] sarscov2
[1] monoclonalantibody
[1] coronaviruses
[1] vaccine
[1] מחקר
[1] קורונהוירוס
[1] covid
[1] 2022iccs

Top Words
Top Words in Tweet in Entire Graph:
[3324] sars
[3091] cov
[1237] spike
[775] 2004
[632] hiv
[621] comme
[604] complotistes
[604] origine
[603] décrite
[603] fantasme

Top Words in Tweet in G1:
[548] sars
[548] cov
[546] décrite
[546] comme
[546] fantasme
[546] complotistes
[546] thèse
[546] origine
[546] artificielle
[546] aujourd

Top Words in Tweet in G2:
[571] sars
[571] cov
[563] hiv
[562] stephanieseneff
[547] 2004
[534] hmmm
[534] researchers
[534] beijing
[534] incorporated
[534] humanized

Top Words in Tweet in G3:
[301] cov
[300] sars
[299] gen
[299] moderna
[298] cáncer
[298] farmacéutica
[298] patentado
[298] proteína
[298] spike
[240] gaditanasinmor1

Top Words in Tweet in G4:
[354] aceptar
[180] sars
[178] gran
[178] diferencia
[177] creo
[177] momento
[177] empezar
[177] algo
[177] costado
[177] costando

Top Words in Tweet in G5:
[302] sars
[302] cov
[151] yok
[151] için
[150] dsö
[150] raporu
[150] açıklandı
[150] uydurulmuş
[150] varsa
[150] etoburlar

Top Words in Tweet in G6:
[166] sars
[125] cov
[106] medic4allhuman
[105] 2004
[105] chercheurs
[105] pékin
[105] avons
[105] incorporé
[105] glycoprotéine
[105] humanisée

Top Words in Tweet in G7:
[170] sars
[170] cov
[123] lâché
[75] été
[75] covid
[74] créé
[74] enrichi
[74] toutes
[74] pièces
[74] laboratoire

Top Words in Tweet in G8:
[133] cov
[131] sars
[130] gen
[130] cáncer
[130] farmacéutica
[130] moderna
[130] patentado
[130] proteína
[130] spike
[119] vacuna

Top Words in Tweet in G9:
[112] sars
[108] cov
[21] made
[20] baric
[17] virus
[17] including
[15] asked
[15] ayjchan
[15] saying
[15] top

Top Words in Tweet in G10:
[140] cov
[139] sars
[26] virus
[24] covid
[19] 19
[16] spike
[12] hiv
[9] infection
[8] viruses
[8] coronavirus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3025] sars,cov
[673] cov,spike
[603] décrite,comme
[603] comme,fantasme
[603] fantasme,complotistes
[603] complotistes,thèse
[603] thèse,origine
[603] origine,artificielle
[603] artificielle,sars
[603] cov,aujourd

Top Word Pairs in Tweet in G1:
[548] sars,cov
[546] décrite,comme
[546] comme,fantasme
[546] fantasme,complotistes
[546] complotistes,thèse
[546] thèse,origine
[546] origine,artificielle
[546] artificielle,sars
[546] cov,aujourd
[546] aujourd,hui

Top Word Pairs in Tweet in G2:
[570] sars,cov
[534] hmmm,2004
[534] 2004,researchers
[534] researchers,beijing
[534] beijing,incorporated
[534] incorporated,humanized
[534] humanized,sars
[534] cov,spike
[534] spike,glycoprotein
[534] glycoprotein,hiv

Top Word Pairs in Tweet in G3:
[300] sars,cov
[298] gen,cáncer
[298] cáncer,farmacéutica
[298] farmacéutica,moderna
[298] moderna,patentado
[298] proteína,spike
[298] spike,sars
[297] patentado,proteína
[240] gaditanasinmor1,gen
[237] cov,vacun

Top Word Pairs in Tweet in G4:
[178] gran,diferencia
[177] creo,momento
[177] momento,empezar
[177] empezar,aceptar
[177] aceptar,algo
[177] algo,costado
[177] costado,costando
[177] costando,aceptar
[177] aceptar,gran
[177] diferencia,sars

Top Word Pairs in Tweet in G5:
[302] sars,cov
[150] dsö,raporu
[150] raporu,açıklandı
[150] açıklandı,sars
[150] cov,yok
[150] yok,uydurulmuş
[150] uydurulmuş,varsa
[150] varsa,sars
[150] cov,için
[150] için,etoburlar

Top Word Pairs in Tweet in G6:
[124] sars,cov
[105] 2004,chercheurs
[105] chercheurs,pékin
[105] pékin,avons
[105] avons,incorporé
[105] incorporé,glycoprotéine
[105] glycoprotéine,humanisée
[105] humanisée,sars
[105] cov,spike
[105] spike,particules

Top Word Pairs in Tweet in G7:
[170] sars,cov
[74] cov,été
[74] été,créé
[74] créé,enrichi
[74] enrichi,toutes
[74] toutes,pièces
[74] pièces,laboratoire
[74] laboratoire,lâché
[74] lâché,intentionnellement
[74] intentionnellement,covid

Top Word Pairs in Tweet in G8:
[131] sars,cov
[130] gen,cáncer
[130] cáncer,farmacéutica
[130] farmacéutica,moderna
[130] moderna,patentado
[130] patentado,proteína
[130] proteína,spike
[130] spike,sars
[119] cov,vacuna
[118] aso_liberum,gen

Top Word Pairs in Tweet in G9:
[94] sars,cov
[16] made,sars
[15] baric,made
[15] cov,virus
[14] top,virologists
[14] virologists,including
[14] including,those
[14] those,study
[14] study,sars
[14] cov,first

Top Word Pairs in Tweet in G10:
[131] sars,cov
[19] covid,19
[10] 19,sars
[8] servicio,sanitización
[8] sanitización,desinfección
[8] desinfección,contra
[8] contra,covid
[8] cov,dirigido
[8] dirigido,escuelas
[8] escuelas,colegios

Top Replied-To
Top Replied-To in Entire Graph:
@stephanieseneff
@monarahalkar
@ydeigin
@fjompe36
@fitterhappieraj
@martinasisters
@xy89177882
@coachmokoko
@ozanakbabamylov
@satoshiduck

Top Replied-To in G2:
@stephanieseneff
@drbeen_medical
@santihcg

Top Replied-To in G3:
@devils_iawyer
@gaditanasinmor1

Top Replied-To in G4:
@collector5data

Top Replied-To in G6:
@2genervter

Top Replied-To in G9:
@monarahalkar
@ydeigin
@simon_gordon_
@jamiemetzl
@emanymton90
@user3425664
@biorealism
@pathogenetics
@inwuchang
@jaredpretender

Top Mentioned
Top Mentioned in Entire Graph:
@stephanieseneff
@maxdelvallee
@gaditanasinmor1
@alfwarrior
@maranki
@aso_liberum
@medic4allhuman
@josycesarini
@ghotamis
@drahmetrasim

Top Mentioned in G1:
@maxdelvallee
@thelancet

Top Mentioned in G2:
@stephanieseneff
@turdfur58439807
@ichudov
@drjudyamikovits
@jikkyleaks

Top Mentioned in G3:
@gaditanasinmor1
@neki29
@aso_liberum
@marpacadiz
@maxdelvallee
@elcontrafuerte
@disidente_1
@devils_iawyer
@federores

Top Mentioned in G4:
@alfwarrior
@japs11794
@evelio_prieto
@niusdiario

Top Mentioned in G5:
@maranki
@profsfindik
@profdrbat
@5gvirusnewss

Top Mentioned in G6:
@medic4allhuman
@mathieumolimard
@drpguerin
@maxdelvallee
@2genervter
@annelisebocquet
@overcatbe
@avocatdupeuple

Top Mentioned in G7:
@josycesarini
@avocatdupeuple
@hurricane95870
@maxdelvallee
@medic4allhuman

Top Mentioned in G8:
@aso_liberum
@gaditanasinmor1
@agustinasucri

Top Mentioned in G9:
@ayjchan
@innominata_
@emanymton90
@mjnanostretch
@stephanieseneff
@jamiemetzl
@user3425664
@daoyu15
@elisaperego78
@lyceumwc

Top Mentioned in G10:
@manuelobadia1
@manuelobadia13
@haruncenkerman1
@kel66255910
@grandeevelyne
@pamnsc

Top Tweeters
Top Tweeters in Entire Graph:
@falconhamada_90
@amaia_haikazti
@caligirlleftie
@sonialavera
@drdaveanddee
@altai_armande
@barandaand
@navroopsingh_
@madrynha2012
@guardian

Top Tweeters in G1:
@lenine13
@torquetj
@pbrenon
@cresus1ier
@jonnuggets
@4litanglilou67
@ladyjessparis
@gmirlt
@guyjeff1
@_babacar

Top Tweeters in G2:
@caligirlleftie
@drdaveanddee
@navroopsingh_
@heidiec5
@vikas1689
@z_chrissie
@60sparkle
@plivestrong
@panickeruma
@1portabella

Top Tweeters in G3:
@barandaand
@anaperezmartin
@rociogrande1
@yellowstar1love
@tadei
@valesia2
@yajadiaz7
@ddia7940
@soy_un_clasico
@monitorrente

Top Tweeters in G4:
@doroteae58
@josepepehz
@mikemoratinos
@davidb1729
@gabaserr
@claega_clara
@alex5107
@brautasuno
@benjamintyreen
@delunadiego

Top Tweeters in G5:
@birgaripzat
@mehmet__esat12
@ya_hak
@glnrflz
@gulbahar_ozacar
@eytahmetdvn6
@bulentkaleli
@kymet96165150
@liderata_turk
@1970hava

Top Tweeters in G6:
@madrynha2012
@delalande72
@william85837998
@saraart4
@permasense46
@loindevant
@nc4415
@delphineleroy15
@uncaslemohican
@yukinek56432140

Top Tweeters in G7:
@altai_armande
@edira2
@uniquecmoi
@brunedrot
@astsof
@levyloiseau
@swetlondon
@avril_sylvie
@l_oranaise_
@momotoutcourt

Top Tweeters in G8:
@amaia_haikazti
@virario3
@jennyca35561303
@abrilenparis
@rsarille4
@josete8877
@astriruiz81
@cuchillm
@jonn73
@sarahispania

Top Tweeters in G9:
@demiurgotuiter
@bcuriouswithme
@kraus_read
@michaelbathurst
@biorealism
@joannateglund
@zeynep
@wendyorent
@dover63a
@meca3x

Top Tweeters in G10:
@pamnsc
@myjournals
@enestepaisradio
@leonagarcox
@willlaugusto
@jerrybuchko
@levydor
@dt_aerzteblatt
@evrimagaci
@leviasign


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