SARS-COV, Twitter, 6/21/2022 1:57:38 PM, 278460


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SARS-COV_2022-06-21_06-15-01.xlsx
SARS-COV_2022-06-21_06-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3OcqNpQ
@stephanieseneff
@michaelbathurst
@maxdelvallee
@gaditanasinmor1
@daoyu15
@informatiker4tj
@ferruhbacanli
@miguela71643080
@demiurgotuiter
@alfwarrior

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

Description:
Description
The graph represents a network of 3,672 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, 21 June 2022 at 13:17 UTC.

The requested start date was Tuesday, 21 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, 22-hour, 26-minute period from Tuesday, 07 June 2022 at 00:11 UTC to Monday, 20 June 2022 at 22:37 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 : 3672
Unique Edges : 1177
Edges With Duplicates : 5809
Total Edges : 6986
Number of Edge Types : 5
Replies to : 212
Mentions : 606
Tweet : 205
MentionsInRetweet : 3134
Retweet : 2829
Self-Loops : 224
Reciprocated Vertex Pair Ratio : 0.00207630417856216
Reciprocated Edge Ratio : 0.00414400414400414
Connected Components : 283
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 2639
Maximum Edges in a Connected Component : 5689
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.850827
Graph Density : 0.000286426202188857
Modularity : 0.528616
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,672 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, 21 June 2022 at 13:17 UTC.

The requested start date was Tuesday, 21 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, 22-hour, 26-minute period from Tuesday, 07 June 2022 at 00:11 UTC to Monday, 20 June 2022 at 22:37 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/
[18] https://eltorotv.com/programas/vivir-con-salud/vivir-con-salud-14-05-22-programa-completo-20220515
[8] https://twitter.com/stephanieseneff/status/1535748790086316032
[5] https://archive.ph/qXMsd
[4] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[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://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf

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:
[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://t.me/rafapalreal/21256
[1] https://almomento.mx/el-covid-se-quedara-para-siempre-pero-causara-menos-dano-lopez-gatell/
[1] https://eltorotv.com/programas/vivir-con-salud/vivir-con-salud-14-05-22-programa-completo-20220515
[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 URLs in Tweet in G10:
[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://bmcmicrobiol.biomedcentral.com/articles/10.1186/1471-2180-3-20
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41422-020-0305-x
[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

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

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:
[18] twitter.com
[7] nih.gov
[4] news-medical.net
[2] t.me
[2] sciencedirect.com
[1] almomento.mx
[1] eltorotv.com
[1] evrimagaci.org
[1] radiostereosantagata.it
[1] africanplume.com

Top Domains in Tweet in G10:
[8] archive.ph
[3] twitter.com
[2] nodexlgraphgallery.org
[1] frontiersin.org
[1] biomedcentral.com
[1] nature.com
[1] researchsquare.com
[1] nih.gov
[1] cdc.gov
[1] theintercept.com

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



Top Hashtags in Tweet in G3:
[1] vanacorrer

Top Hashtags in Tweet in G9:
[3] covid19
[2] flavonoid
[2] sarscov2
[1] monoclonalantibody
[1] coronaviruses
[1] vaccine
[1] מחקר
[1] קורונהוירוס
[1] covid
[1] 2022iccs

Top Hashtags in Tweet in G10:
[1] originsofcovid
[1] sarscov2
[1] sinaloa
[1] covid19
[1] art
[1] artist
[1] twitterart
[1] diseaseoc

Top Words
Top Words in Tweet in Entire Graph:
[3452] sars
[3248] cov
[1274] spike
[773] 2004
[631] hiv
[621] comme
[609] moderna
[607] gen
[604] complotistes
[604] origine

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

Top Words in Tweet in G2:
[574] sars
[574] cov
[563] hiv
[563] stephanieseneff
[547] 2004
[535] spike
[534] hmmm
[534] researchers
[534] beijing
[534] incorporated

Top Words in Tweet in G3:
[298] gen
[298] moderna
[298] cov
[297] sars
[296] cáncer
[296] farmacéutica
[296] patentado
[296] proteína
[296] spike
[236] gaditanasinmor1

Top Words in Tweet in G4:
[352] aceptar
[177] gran
[177] diferencia
[176] creo
[176] momento
[176] empezar
[176] algo
[176] costado
[176] costando
[176] sars

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:
[165] sars
[124] cov
[105] medic4allhuman
[104] 2004
[104] chercheurs
[104] pékin
[104] avons
[104] incorporé
[104] glycoprotéine
[104] humanisée

Top Words in Tweet in G7:
[154] sars
[154] cov
[109] été
[109] covid
[108] créé
[108] enrichi
[108] toutes
[108] pièces
[108] laboratoire
[108] lâché

Top Words in Tweet in G8:
[132] cov
[130] sars
[129] gen
[129] cáncer
[129] farmacéutica
[129] moderna
[129] patentado
[129] proteína
[129] spike
[118] vacuna

Top Words in Tweet in G9:
[147] cov
[145] sars
[28] covid
[28] virus
[21] 19
[17] spike
[12] hiv
[11] coronavirus
[10] infection
[8] gen

Top Words in Tweet in G10:
[100] sars
[96] cov
[17] including
[17] virus
[15] ayjchan
[15] top
[15] study
[15] first
[14] virologists
[14] those

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3146] sars,cov
[671] 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:
[544] sars,cov
[542] décrite,comme
[542] comme,fantasme
[542] fantasme,complotistes
[542] complotistes,thèse
[542] thèse,origine
[542] origine,artificielle
[542] artificielle,sars
[542] cov,aujourd
[542] aujourd,hui

Top Word Pairs in Tweet in G2:
[572] 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:
[297] sars,cov
[296] gen,cáncer
[296] cáncer,farmacéutica
[296] farmacéutica,moderna
[296] moderna,patentado
[296] proteína,spike
[295] patentado,proteína
[294] spike,sars
[236] gaditanasinmor1,gen
[233] cov,vacun

Top Word Pairs in Tweet in G4:
[177] gran,diferencia
[176] creo,momento
[176] momento,empezar
[176] empezar,aceptar
[176] aceptar,algo
[176] algo,costado
[176] costado,costando
[176] costando,aceptar
[176] aceptar,gran
[176] 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:
[123] sars,cov
[104] 2004,chercheurs
[104] chercheurs,pékin
[104] pékin,avons
[104] avons,incorporé
[104] incorporé,glycoprotéine
[104] glycoprotéine,humanisée
[104] humanisée,sars
[104] cov,spike
[104] spike,particules

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

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

Top Word Pairs in Tweet in G9:
[138] sars,cov
[21] 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 Word Pairs in Tweet in G10:
[83] sars,cov
[15] cov,virus
[14] top,virologists
[14] virologists,including
[14] including,those
[14] those,study
[14] study,sars
[14] cov,first
[14] first,sars
[14] virus,saying

Top Replied-To
Top Replied-To in Entire Graph:
@stephanieseneff
@monarahalkar
@ydeigin
@fjompe36
@fitterhappieraj
@martinasisters
@xy89177882
@zoomz_7
@simon_gordon_
@melitonlozano

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

Top Replied-To in G3:
@marioraulnegri
@devils_iawyer
@gaditanasinmor1

Top Replied-To in G6:
@2genervter

Top Replied-To in G10:
@monarahalkar
@ydeigin
@simon_gordon_
@jamiemetzl
@emanymton90
@user3425664
@biorealism
@pathogenetics
@inwuchang
@jaredpretender

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

Top Mentioned in G1:
@maxdelvallee
@thelancet

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

Top Mentioned in G3:
@gaditanasinmor1
@neki29
@aso_liberum
@tobamu1978
@marpacadiz
@maxdelvallee
@elcontrafuerte
@disidente_1
@devils_iawyer
@federores

Top Mentioned in G4:
@alfwarrior

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

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

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

Top Mentioned in G8:
@aso_liberum
@gaditanasinmor1
@agustinasucri

Top Mentioned in G9:
@manuelobadia1
@manuelobadia13
@haruncenkerman1
@kel66255910
@grandeevelyne
@pamnsc

Top Mentioned in G10:
@ayjchan
@mjnanostretch
@innominata_
@stephanieseneff
@jamiemetzl
@daoyu15
@emanymton90
@stevenemassey
@maxdelvallee
@r_h_ebright

Top Tweeters
Top Tweeters in Entire Graph:
@falconhamada_90
@amaia_haikazti
@m2bliquis
@caligirlleftie
@mulher_noticia
@sonialavera
@drdaveanddee
@altai_armande
@barandaand
@navroopsingh_

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
@valesia2
@yajadiaz7
@ddia7940
@soy_un_clasico
@monitorrente
@maitemvcb

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:
@m2bliquis
@edira2
@uniquecmoi
@astsof
@swetlondon
@avril_sylvie
@l_oranaise_
@momotoutcourt
@myriamjerome
@grobisr

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

Top Tweeters in G9:
@pamnsc
@myjournals
@enestepaisradio
@leonagarcox
@almomento_mx
@willlaugusto
@jerrybuchko
@levydor
@dt_aerzteblatt
@evrimagaci

Top Tweeters in G10:
@demiurgotuiter
@kraus_read
@michaelbathurst
@biorealism
@zeynep
@wendyorent
@dover63a
@teltaku
@daoyu15
@newtral