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SARS-COV_2022-06-24_02-30-24.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 24, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3bqcLm3
@stephanieseneff
@takavet1
@mt4_ss
@michaelbathurst
@ferruhbacanli
@alfwarrior
@gaditanasinmor1
@shoutmgb
@medic4allhuman
@2genervter

Top hashtags:
#covid19
#hiv
#sarscov
#sarscov2
#longcovid
#apic2022
#sinaloa
#covid

Description:
Description
The graph represents a network of 3,521 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, 24 June 2022 at 09:32 UTC.

The requested start date was Friday, 24 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, 12-hour, 19-minute period from Friday, 10 June 2022 at 00:04 UTC to Thursday, 23 June 2022 at 12:24 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 : 3521
Unique Edges : 1178
Edges With Duplicates : 5410
Total Edges : 6588
Number of Edge Types : 5
Replies to : 219
Tweet : 190
Mentions : 604
Retweet : 2620
MentionsInRetweet : 2955
Self-Loops : 208
Reciprocated Vertex Pair Ratio : 0.00272182906913446
Reciprocated Edge Ratio : 0.00542888165038002
Connected Components : 267
Single-Vertex Connected Components : 86
Maximum Vertices in a Connected Component : 2562
Maximum Edges in a Connected Component : 5415
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.436298
Graph Density : 0.000297242518912499
Modularity : 0.53117
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,521 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, 24 June 2022 at 09:32 UTC.

The requested start date was Friday, 24 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, 12-hour, 19-minute period from Friday, 10 June 2022 at 00:04 UTC to Thursday, 23 June 2022 at 12:24 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
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278460
[4] https://archive.ph/qXMsd
[3] https://www.nature.com/articles/s41467-022-31276-6
[3] https://unser-mitteleuropa.com/mutations-gefahr-fuers-menschliche-genom-pfizer-mrna-parkinson-durch-spike-prionen/
[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


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

Top URLs in Tweet in G4:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092805/

Top URLs in Tweet in G5:
[1] https://t.me/voluntasoficial/2859
[1] https://twitter.com/DrLoupis/status/1518774340006858752

Top URLs in Tweet in G6:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278460
[3] https://archive.ph/qXMsd
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278541
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277966
[1] https://archive.ph/33r6q
[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 URLs in Tweet in G7:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092805/

Top URLs in Tweet in G8:
[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
[2] https://www.nature.com/articles/s41598-022-13599-y
[2] https://www.nature.com/articles/s41467-022-31276-6
[1] https://twitter.com/cavousf5/status/1534229245366517765
[1] https://twitter.com/firefoxx66/status/1535280640882515970
[1] https://www.embopress.org/doi/full/10.1038/sj.emboj.7600640
[1] https://www.cryptogon.com/?p=64069

Top URLs in Tweet in G9:
[2] https://genuineprospect.com/2022/02/13/what-is-coronavirus-or-sars-cov-2/
[1] https://doi.org/10.1101/2021.10.31.466651
[1] https://twitter.com/HowardSteen4/status/1538130524459388928

Top URLs in Tweet in G10:
[1] https://twitter.com/fitterhappierAJ/status/1539252059278651392
[1] https://pubmed.ncbi.nlm.nih.gov/14767982/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41417-022-00435-8
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41434-020-00204-y
[1] https://www.cell.com/molecular-therapy-family/molecular-therapy/fulltext/S1525-0016(21)00188-X
[1] https://www.news-medical.net/health/What-is-a-Polybasic-Cleavage-Site.aspx

Top Domains
Top Domains in Tweet in Entire Graph:
[44] twitter.com
[37] nih.gov
[9] nature.com
[8] nodexlgraphgallery.org
[8] youtube.com
[7] archive.ph
[6] maghreb-post.de
[4] sciencedirect.com
[4] news-medical.net
[3] unser-mitteleuropa.com

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

Top Domains in Tweet in G4:
[1] nih.gov

Top Domains in Tweet in G5:
[1] t.me
[1] twitter.com

Top Domains in Tweet in G6:
[8] nodexlgraphgallery.org
[6] archive.ph
[4] twitter.com
[3] nih.gov
[1] researchsquare.com
[1] youtube.com
[1] cdc.gov
[1] asm.org

Top Domains in Tweet in G7:
[1] nih.gov

Top Domains in Tweet in G8:
[19] twitter.com
[7] nih.gov
[4] nature.com
[3] sciencedirect.com
[3] news-medical.net
[1] embopress.org
[1] cryptogon.com
[1] frontiersin.org
[1] aerzteblatt.de
[1] altmetric.com

Top Domains in Tweet in G9:
[2] genuineprospect.com
[1] doi.org
[1] twitter.com

Top Domains in Tweet in G10:
[2] nature.com
[1] twitter.com
[1] nih.gov
[1] cell.com
[1] news-medical.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] covid19
[13] hiv
[13] sarscov
[10] sarscov2
[9] longcovid
[4] apic2022
[3] sinaloa
[3] covid
[3] cerdanya
[2] encephalitis_lethargica



Top Hashtags in Tweet in G6:
[14] covid19
[13] hiv
[13] sarscov
[3] sarscov2
[3] sinaloa
[2] longcovid
[1] art
[1] artist
[1] twitterart
[1] diseaseoc

Top Hashtags in Tweet in G8:
[4] covid19
[3] sarscov2
[2] flavonoid
[1] מחקר
[1] קורונהוירוס
[1] covid
[1] 2022iccs
[1] bioweapons
[1] wuhan
[1] unitedstatesterroristnation

Top Words
Top Words in Tweet in Entire Graph:
[4110] sars
[3006] cov
[940] spike
[879] オミクロン変異体はもはや重症急性呼吸器症候群コロナウイルス
[879] と呼べるものではない
[879] cov2と命名するのもおかしかった
[879] 若い人にはもともと大きな問題ではなく
[879] 今や多くの人が感染し細胞性免疫を獲得した
[879] しかも
[878] takavet1

Top Words in Tweet in G1:
[1756] sars
[878] オミクロン変異体はもはや重症急性呼吸器症候群コロナウイルス
[878] cov
[878] と呼べるものではない
[878] cov2と命名するのもおかしかった
[878] 若い人にはもともと大きな問題ではなく
[878] 今や多くの人が感染し細胞性免疫を獲得した
[878] しかも
[877] takavet1
[877] オミクロン変異体

Top Words in Tweet in G2:
[581] sars
[580] cov
[566] hiv
[566] stephanieseneff
[550] 2004
[537] hmmm
[537] researchers
[537] beijing
[537] incorporated
[537] humanized

Top Words in Tweet in G3:
[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 G4:
[304] sars
[304] cov
[152] yok
[152] için
[151] dsö
[151] raporu
[151] açıklandı
[151] uydurulmuş
[151] varsa
[151] etoburlar

Top Words in Tweet in G5:
[129] cov
[127] sars
[126] gen
[126] cáncer
[126] farmacéutica
[126] moderna
[126] patentado
[126] proteína
[126] spike
[124] vacuna

Top Words in Tweet in G6:
[136] sars
[131] cov
[37] spike
[37] maxdelvallee
[36] gaditanasinmor1
[31] comme
[30] décrite
[30] fantasme
[30] complotistes
[30] thèse

Top Words in Tweet in G7:
[107] sars
[107] cov
[105] 2004
[105] chercheurs
[105] pékin
[105] avons
[105] incorporé
[105] glycoprotéine
[105] humanisée
[105] spike

Top Words in Tweet in G8:
[138] sars
[138] cov
[24] covid
[21] virus
[19] 19
[14] spike
[12] infection
[12] hiv
[9] contra
[8] servicio

Top Words in Tweet in G9:
[92] mehr
[57] sars
[57] cov
[49] radbruch_lab
[47] 17
[47] jahre
[46] marcbrup
[46] genug
[46] antikörper
[46] boostern

Top Words in Tweet in G10:
[37] cov
[36] sars
[24] fitterhappieraj
[20] non
[20] sequitur
[18] finchth
[14] tweet
[14] belongs
[14] textbook
[14] perfect

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2958] sars,cov
[879] オミクロン変異体はもはや重症急性呼吸器症候群コロナウイルス,sars
[879] cov,と呼べるものではない
[879] と呼べるものではない,sars
[879] sars,cov2と命名するのもおかしかった
[879] cov2と命名するのもおかしかった,若い人にはもともと大きな問題ではなく
[879] 若い人にはもともと大きな問題ではなく,今や多くの人が感染し細胞性免疫を獲得した
[879] 今や多くの人が感染し細胞性免疫を獲得した,しかも
[878] takavet1,オミクロン変異体はもはや重症急性呼吸器症候群コロナウイルス
[878] しかも,オミクロン変異体

Top Word Pairs in Tweet in G1:
[878] オミクロン変異体はもはや重症急性呼吸器症候群コロナウイルス,sars
[878] sars,cov
[878] cov,と呼べるものではない
[878] と呼べるものではない,sars
[878] sars,cov2と命名するのもおかしかった
[878] cov2と命名するのもおかしかった,若い人にはもともと大きな問題ではなく
[878] 若い人にはもともと大きな問題ではなく,今や多くの人が感染し細胞性免疫を獲得した
[878] 今や多くの人が感染し細胞性免疫を獲得した,しかも
[877] takavet1,オミクロン変異体はもはや重症急性呼吸器症候群コロナウイルス
[877] しかも,オミクロン変異体

Top Word Pairs in Tweet in G2:
[578] sars,cov
[537] hmmm,2004
[537] 2004,researchers
[537] researchers,beijing
[537] beijing,incorporated
[537] incorporated,humanized
[537] humanized,sars
[537] cov,spike
[537] spike,glycoprotein
[537] glycoprotein,hiv

Top Word Pairs in Tweet in G3:
[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 G4:
[304] sars,cov
[151] dsö,raporu
[151] raporu,açıklandı
[151] açıklandı,sars
[151] cov,yok
[151] yok,uydurulmuş
[151] uydurulmuş,varsa
[151] varsa,sars
[151] cov,için
[151] için,etoburlar

Top Word Pairs in Tweet in G5:
[127] sars,cov
[126] gen,cáncer
[126] cáncer,farmacéutica
[126] farmacéutica,moderna
[126] moderna,patentado
[126] patentado,proteína
[126] proteína,spike
[126] spike,sars
[124] cov,vacuna
[123] aso_liberum,gen

Top Word Pairs in Tweet in G6:
[124] sars,cov
[30] décrite,comme
[30] comme,fantasme
[30] fantasme,complotistes
[30] complotistes,thèse
[30] thèse,origine
[30] origine,artificielle
[30] artificielle,sars
[30] cov,aujourd
[30] aujourd,hui

Top Word Pairs in Tweet in G7:
[107] 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 G8:
[130] sars,cov
[19] covid,19
[11] 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 G9:
[57] sars,cov
[47] 17,jahre
[46] marcbrup,sars
[46] cov,mehr
[46] mehr,17
[46] jahre,genug
[46] genug,antikörper
[46] antikörper,boostern
[46] boostern,keine
[46] keine,neuen

Top Word Pairs in Tweet in G10:
[30] sars,cov
[20] non,sequitur
[14] fitterhappieraj,tweet
[14] tweet,belongs
[14] belongs,textbook
[14] textbook,perfect
[14] perfect,illustration
[14] illustration,non
[14] sequitur,haven't
[14] haven't,laid

Top Replied-To
Top Replied-To in Entire Graph:
@fitterhappieraj
@stephanieseneff
@maxpowerforthe1
@jan_choutka
@josemjg
@jikkyleaks
@martinasisters
@ydeigin
@fjompe36
@gojenie1

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

Top Replied-To in G6:
@ydeigin
@daoyu15
@pathogenetics
@inwuchang
@leo264x

Top Replied-To in G7:
@gwalix_tech

Top Replied-To in G9:
@jschmitzleipzig
@violapriesemann
@marcbrup
@howardsteen4
@axelkamann
@oida_grantler
@ne13sa

Top Replied-To in G10:
@fitterhappieraj
@themindofba
@zhang_yueting
@merz
@tijldebie
@eellco
@mariagallegobl
@theophite
@ozzyaussieotty

Top Mentioned
Top Mentioned in Entire Graph:
@takavet1
@stephanieseneff
@alfwarrior
@maranki
@aso_liberum
@medic4allhuman
@ghotamis
@drahmetrasim
@radbruch_lab
@marcbrup

Top Mentioned in G1:
@takavet1

Top Mentioned in G2:
@stephanieseneff
@turdfur58439807
@ichudov
@drjudyamikovits
@takavet1
@jikkyleaks
@lyceumwc

Top Mentioned in G3:
@alfwarrior

Top Mentioned in G4:
@maranki
@profsfindik
@profdrbat
@5gvirusnewss

Top Mentioned in G5:
@aso_liberum
@agustinasucri
@gaditanasinmor1

Top Mentioned in G6:
@maxdelvallee
@gaditanasinmor1
@informatiker4tj
@stephanieseneff
@daoyu15
@k_osieglewski
@mjnanostretch
@michaelbathurst
@josycesarini
@demiurgotuiter

Top Mentioned in G7:
@medic4allhuman
@belliqueusep
@ansm
@darkifranky

Top Mentioned in G8:
@manuelobadia1
@manuelobadia13
@haruncenkerman1
@kel66255910
@grandeevelyne
@pamnsc

Top Mentioned in G9:
@radbruch_lab
@marcbrup
@tim_roehn
@bernp1953p
@e_scel
@johnstone32
@martinneil9
@dockaurg
@stephanieseneff
@networkhumans

Top Mentioned in G10:
@fitterhappieraj
@finchth
@findwhy
@leonardibot
@mariagallegobl
@jt_grindrod
@daltmann10
@trilnack
@ccs1989scott
@josephsimeone2

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

Top Tweeters in G1:
@mariko_suki277y
@ken2293
@darkpbs77
@ryoko_stk_9z
@minnasiawase711
@arisuyuta3
@uprise1jimmy
@nii22
@sro7ztbvxqhbuo0
@ryotashin3587

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

Top Tweeters in G3:
@doroteae58
@josepepehz
@mikemoratinos
@davidb1729
@gabaserr
@claega_clara
@alex5107
@brautasuno
@benjamintyreen
@delunadiego

Top Tweeters in G4:
@birgaripzat
@mehmet__esat12
@ya_hak
@glnrflz
@gulbahar_ozacar
@eytahmetdvn6
@bulentkaleli
@kymet96165150
@liderata_turk
@1970hava

Top Tweeters in G5:
@amaia_haikazti
@virario3
@jennyca35561303
@abrilenparis
@karycaicedo
@rsarille4
@josete8877
@astriruiz81
@cuchillm
@jonn73

Top Tweeters in G6:
@anaperezmartin
@elisha1022
@shoutmgb
@ladyjessparis
@monitorrente
@nuriallibertat2
@anasturiana60
@michaelbathurst
@gerardbondeau
@mustafacvs4

Top Tweeters in G7:
@william85837998
@permasense46
@loindevant
@nc4415
@delphineleroy15
@uncaslemohican
@yukinek56432140
@philippe_dormoy
@corbeauo
@reffuveilles

Top Tweeters in G8:
@canyon_type_r
@gustastew
@pamnsc
@myjournals
@geosciences
@enestepaisradio
@leonagarcox
@willlaugusto
@jerrybuchko
@levydor

Top Tweeters in G9:
@pipo1245671
@schwester_gk
@drumgolf_hub
@dave__lightman
@drkissler
@liebes_buch
@tm181167
@oida_grantler
@aufdecker
@zdm0916

Top Tweeters in G10:
@project1enigma
@yeswombat
@fetskatze
@sunandsipcups
@merz
@theophite
@2020willbelit
@abundantlanduse
@drmaireaddb
@nailatrahman