SARS-COV, Twitter, 8/22/2022 2:47:44 PM, 280532


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SARS-COV_2022-08-22_02-45-01.xlsx
SARS-COV_2022-08-22_02-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 22, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3wlN6Tc
@blemontd
@banounhelene
@mattwridley
@emilyakopp
@rosewood2019
@woke_af_n0b0dy
@mariebrin68
@gaellem15
@florin_uncovers
@drjbhattacharya

Top hashtags:
#sars
#algi
#covid19
#coverpage
#sarscov2
#monkeypox
#curcumin

Description:
Description
The graph represents a network of 2,451 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 Monday, 22 August 2022 at 09:46 UTC.

The requested start date was Monday, 22 August 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, 0-minute period from Monday, 08 August 2022 at 02:28 UTC to Sunday, 21 August 2022 at 12:28 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 : 2451
Unique Edges : 911
Edges With Duplicates : 3293
Total Edges : 4204
Number of Edge Types : 5
Replies to : 258
Mentions : 763
Retweet : 1443
MentionsInRetweet : 1572
Tweet : 168
Self-Loops : 178
Reciprocated Vertex Pair Ratio : 0.00557222460351479
Reciprocated Edge Ratio : 0.0110826939471441
Connected Components : 291
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 887
Maximum Edges in a Connected Component : 1748
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.381031
Graph Density : 0.000390677690905003
Modularity : 0.523679
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,451 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 Monday, 22 August 2022 at 09:46 UTC.

The requested start date was Monday, 22 August 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, 0-minute period from Monday, 08 August 2022 at 02:28 UTC to Sunday, 21 August 2022 at 12:28 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:
[6] https://pubmed.ncbi.nlm.nih.gov/19321428/
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2660061/
[5] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[4] https://www.maghreb-post.de/covid-19/marokko-78-coronavirus-sars-cov-2-neuinfektionen-gemeldet/
[4] https://patents.google.com/patent/US6593111B2/en
[4] https://www.pnas.org/doi/epdf/10.1073/pnas.1735582100
[4] https://www.nickcampos.com/2022/07/live-free-again-turn-away-from-fear-and-rejoin-your-fellow-humans/
[4] https://twitter.com/garyruskin/status/1557070183377674242
[3] https://www.pnas.org/doi/10.1073/pnas.2204256119
[3] https://www.la-epoca.com.bo/2022/08/18/variante-omicron-del-virus-sars-cov-2-predomina-en-el-mundo/

Top URLs in Tweet in G2:
[6] https://pubmed.ncbi.nlm.nih.gov/19321428/
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2660061/
[4] https://patents.google.com/patent/US6593111B2/en
[4] https://www.pnas.org/doi/epdf/10.1073/pnas.1735582100
[1] https://reporter.nih.gov/search/WNMviEkAEk-ohjdU9a9JTg/publications/project-details/9056977
[1] https://journals.asm.org/doi/10.1128/JVI.03571-13
[1] https://twitter.com/garyruskin/status/1557070183377674242
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3367621/

Top URLs in Tweet in G3:
[1] https://twitter.com/garyruskin/status/1557070183377674242
[1] https://www.csiro.au/en/research/health-medical/diseases/infectious-diseases/bats-confirmed-host-of-sars-virus

Top URLs in Tweet in G4:
[2] https://usrtk.org/biohazards/critic-of-congressional-probe-into-gain-of-function-research-helped-fund-wuhan-gain-of-function-study/
[2] https://tintonghop247.net/vaccine-dang-dan-ngan-ngua-hieu-qua-cac-bien-the-cua-sars-cov/
[2] https://www.clinicaltrials.gov/
[1] https://www.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.pfizer.co.jp%2Fpfizer%2Fcompany%2Fpress%2F2022%2F2022-08-08.html&ct=ga&cd=CAIyGjY1N2Y4NDZmMmQ1MDY4ZGU6Y29tOmphOlVT&usg=AOvVaw1eX2pmsC1lJIzxnH7vvj2L&utm_source=dlvr.it&utm_medium=twitter
[1] https://trib.al/t3wEc08
[1] https://twitter.com/ScottoGrotto/status/1556747065647960064
[1] https://twitter.com/colindmello/status/1556762867789070337
[1] https://gwhpcorp.com/product/antigen-rapid-diagnostics-test-rdt-for-covid-19-sars-cov-2-or-sars-2-nasal-swab-maybe-saliva/
[1] https://twitter.com/BNOFeed/status/1556457899433549825
[1] https://twitter.com/ChenuFlorent/status/1555239562523381760

Top URLs in Tweet in G6:
[1] https://twitter.com/Hero9004/status/1545473161570942976?t=dZ4Rz3icFUOidOmC8MHc8A&s=19
[1] https://www.gospanews.net/2022/08/07/vaiolo-delle-scimmie-da-danni-immunitari-dei-sieri-anticovid-clamorosa-denuncia-di-scienziato-israeliano-danneggiato-dai-vaccini/

Top URLs in Tweet in G7:
[1] https://childrenshealthdefense.org/defender/vaccine-industry-peter-hotez-funded-wuhan-gain-of-function-study/

Top URLs in Tweet in G9:
[1] https://www.laverita.info/cifre-illogiche-serve-indagare-sui-decessi-2657861525.html?share_id=7182211&utm_campaign=RebelMouse&utm_content=La+Verit%C3%A0&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G10:
[1] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[55] sars
[6] algi
[5] covid19
[5] coverpage
[4] sarscov2
[3] monkeypox
[2] curcumin
[2] researchsquare
[2] preprint
[2] cwd



Top Hashtags in Tweet in G2:
[1] longsars

Top Hashtags in Tweet in G4:
[4] covid19
[2] sarscov2
[1] ワクチン
[1] maskensindkeinmildesmittel
[1] 刺突蛋白
[1] onpoli
[1] dougfordresign
[1] lyme
[1] viruses
[1] hiv

Top Hashtags in Tweet in G7:
[55] sars
[1] lableak
[1] thedefender

Top Words
Top Words in Tweet in Entire Graph:
[1697] moderna
[1097] cov
[1060] sars
[853] vaccin
[850] 2016
[849] avait
[849] déposé
[849] brevet
[848] flatte
[848] avoir

Top Words in Tweet in G1:
[1691] moderna
[845] flatte
[845] avoir
[845] créé
[845] vaccin
[845] seulement
[845] 48
[845] heures
[845] curieusement
[845] avait

Top Words in Tweet in G2:
[176] sars
[162] cov
[83] lab
[80] emilyakopp
[80] hotez
[77] origin
[76] grant
[75] perhaps
[75] baffling
[75] described

Top Words in Tweet in G3:
[82] sars
[81] cov
[79] hotez
[78] lab
[76] possible
[76] release
[75] clear
[75] dismissed
[75] preposterous
[75] having

Top Words in Tweet in G4:
[100] cov
[99] sars
[23] virus
[10] covid
[9] mers
[9] 19
[6] possible
[6] release
[6] infection
[6] viral

Top Words in Tweet in G5:
[61] fase
[60] vacuna
[60] patria
[60] pasó
[60] exitosamente
[60] segura
[60] capaz
[60] producir
[60] anticuerpos
[60] contra

Top Words in Tweet in G6:
[5] cov
[4] eretico_l
[4] modamanager
[4] laperlaneranera
[4] anna302478978
[4] smitarianna
[4] lisargadata
[4] victoria_wet
[4] dorayak56884206
[3] giovanni7769

Top Words in Tweet in G7:
[56] possible
[56] release
[56] cov
[55] clear
[55] peter
[55] hotez
[55] dismissed
[55] lab
[55] #sars
[55] preposterous

Top Words in Tweet in G8:
[3] blaylockmooky
[3] wolf_ofthe_west
[3] andrew7rd
[3] arduatendit
[3] unity_coach
[3] aka_c00lest
[3] scary7dr
[3] family
[3] viruses
[2] dakinidarkstar

Top Words in Tweet in G9:
[49] non
[48] infettivologo
[48] bassetti
[48] conteggio
[48] chi
[48] perso
[48] vita
[48] coronavirus
[48] segna
[48] troppe

Top Words in Tweet in G10:
[9] banounhelene
[7] pcr
[6] aimerais
[6] conférence
[6] tests
[6] svp
[6] grand
[6] jury
[6] fuelmich
[6] fisher

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[983] sars,cov
[848] moderna,flatte
[848] flatte,avoir
[848] avoir,créé
[848] créé,vaccin
[848] vaccin,seulement
[848] seulement,48
[848] 48,heures
[848] heures,curieusement
[848] curieusement,moderna

Top Word Pairs in Tweet in G1:
[845] moderna,flatte
[845] flatte,avoir
[845] avoir,créé
[845] créé,vaccin
[845] vaccin,seulement
[845] seulement,48
[845] 48,heures
[845] heures,curieusement
[845] curieusement,moderna
[845] moderna,avait

Top Word Pairs in Tweet in G2:
[161] sars,cov
[75] perhaps,baffling
[75] baffling,hotez
[75] hotez,described
[75] described,possibility
[75] possibility,lab
[75] lab,origin
[75] origin,sars
[75] cov,outlandish
[75] outlandish,grant

Top Word Pairs in Tweet in G3:
[81] sars,cov
[76] release,sars
[75] clear,hotez
[75] hotez,dismissed
[75] dismissed,possible
[75] possible,lab
[75] lab,release
[75] cov,preposterous
[75] preposterous,having
[75] having,conducted

Top Word Pairs in Tweet in G4:
[92] sars,cov
[9] cov,sars
[9] covid,19
[8] mers,cov
[6] release,sars
[5] between,sars
[4] cov,infection
[4] cov,mers
[3] possible,lab
[3] lab,release

Top Word Pairs in Tweet in G5:
[60] vacuna,patria
[60] patria,pasó
[60] pasó,exitosamente
[60] exitosamente,fase
[60] fase,segura
[60] segura,capaz
[60] capaz,producir
[60] producir,anticuerpos
[60] anticuerpos,contra
[60] contra,virus

Top Word Pairs in Tweet in G6:
[4] eretico_l,modamanager
[4] modamanager,laperlaneranera
[4] laperlaneranera,anna302478978
[4] anna302478978,smitarianna
[4] smitarianna,lisargadata
[4] lisargadata,victoria_wet
[4] victoria_wet,dorayak56884206
[3] sars,cov
[3] hero9004,eretico_l
[3] dorayak56884206,paolasimoni

Top Word Pairs in Tweet in G7:
[55] clear,peter
[55] peter,hotez
[55] hotez,dismissed
[55] dismissed,possible
[55] possible,lab
[55] lab,release
[55] release,#sars
[55] #sars,cov
[55] cov,preposterous
[55] preposterous,having

Top Word Pairs in Tweet in G8:
[2] dakinidarkstar,blaylockmooky
[2] blaylockmooky,wolf_ofthe_west
[2] wolf_ofthe_west,andrew7rd
[2] andrew7rd,arduatendit
[2] arduatendit,james34duh
[2] james34duh,unity_coach
[2] unity_coach,aka_c00lest
[2] aka_c00lest,scary7dr
[2] aquamariah1,frugalsues
[2] frugalsues,truth_in_number

Top Word Pairs in Tweet in G9:
[48] infettivologo,bassetti
[48] bassetti,conteggio
[48] conteggio,chi
[48] chi,perso
[48] perso,vita
[48] vita,coronavirus
[48] coronavirus,segna
[48] segna,troppe
[48] troppe,persone
[48] persone,qualcosa

Top Word Pairs in Tweet in G10:
[6] banounhelene,aimerais
[6] aimerais,conférence
[6] conférence,tests
[6] tests,pcr
[6] pcr,svp
[6] svp,grand
[6] grand,jury
[6] jury,fuelmich
[6] fuelmich,fisher
[6] fisher,dénoncé

Top Replied-To
Top Replied-To in Entire Graph:
@br_christiaens
@smit_bea
@karl_lauterbach
@floatandsting
@peterhotez
@jjbartko
@philippmarkolin
@stuartjdneil
@fronj
@dojo82244565

Top Replied-To in G2:
@quay_dr
@fronj
@stuartjdneil
@philippmarkolin
@jjbartko
@graybea71861266
@senatorkeogan
@silvergrub88
@michaelworobey
@beachvetlbc

Top Replied-To in G3:
@biorealism

Top Replied-To in G6:
@dojo82244565
@eretico_l

Top Replied-To in G8:
@dakinidarkstar
@christy77380488

Top Replied-To in G10:
@banounhelene
@philipponphili1
@barbiervincent4
@chalumo

Top Mentioned
Top Mentioned in Entire Graph:
@blemontd
@emilyakopp
@mattwridley
@rikiricardof
@childrenshd
@laveritaweb
@vzlainfo1
@opdrokanozdemir
@marc_veld
@biophysicsfl

Top Mentioned in G1:
@blemontd

Top Mentioned in G2:
@emilyakopp
@biophysicsfl
@peterdaszak
@thackerpd
@r_h_ebright
@florin_uncovers
@mattwridley
@user3425664
@jaredpretender
@mentju4

Top Mentioned in G3:
@mattwridley
@emilyakopp
@biorealism
@plinz

Top Mentioned in G4:
@tshilid94121257
@covid_evidence

Top Mentioned in G5:
@rikiricardof

Top Mentioned in G6:
@modamanager
@laperlaneranera
@anna302478978
@smitarianna
@lisargadata
@victoria_wet
@dorayak56884206
@giovanni7769
@hero9004
@eretico_l

Top Mentioned in G7:
@childrenshd

Top Mentioned in G8:
@blaylockmooky
@wolf_ofthe_west
@andrew7rd
@arduatendit
@unity_coach
@aka_c00lest
@scary7dr
@james34duh
@f3_haskell
@umfpt

Top Mentioned in G9:
@laveritaweb

Top Mentioned in G10:
@banounhelene
@pur_sucre
@blemontd
@philipponphili1
@lili2corne
@styven53
@gvaleau
@veritasnobis
@alizerenault1
@ikonut1

Top Tweeters
Top Tweeters in Entire Graph:
@blabalade
@m2bliquis
@lagrosta
@biobio
@princessbibirf_
@navroopsingh_
@lunace2pama
@radiolondres6
@rosyjour
@education_24x7

Top Tweeters in G1:
@blabalade
@m2bliquis
@lagrosta
@lunace2pama
@rosyjour
@m75sylvie
@lopezdominique2
@diabolo741
@clemence442
@mfennormandie

Top Tweeters in G2:
@francvs
@scott_squires
@aasaraiko
@lissnup
@dopaminergic13
@me_for_earth
@newshubnz
@wellnessfr
@knitwise2
@hbbtruth

Top Tweeters in G3:
@4823_tanaka
@paularitchie3
@ia_vets
@noturbine
@biorealism
@scjohnston
@carlgreggain
@deeclarea17
@crash_the_flash
@mguru2020

Top Tweeters in G4:
@medical_news_j
@tian_a1
@pfanderson
@myjournals
@gerardbondeau
@river712
@renesugar
@16po
@hanrongli
@tinquangbinh

Top Tweeters in G5:
@erafoxzl
@pedrommorales5
@darwina_j
@manho579
@alhuai
@leunam6505
@cirockase
@cuemar
@liccarrillo1968
@olguinmom

Top Tweeters in G6:
@paolasimonin
@fratzen13
@sedicizero
@laperlaneranera
@d_essere
@modamanager
@armidmar
@biif
@clutcher
@giovanni7769

Top Tweeters in G7:
@ifilonczuk
@eelcobt
@barbarajdurkin
@ekberglaurie
@angelalambert14
@coolsport00
@officialmscombs
@swan92678832
@solarcoinnews
@unhiddenness

Top Tweeters in G8:
@rospay15
@adevotedyogi
@unity_coach
@tracymmpohill
@6x10e23
@takethatchem
@umfpt
@quoimio
@aka_c00lest
@mario19795947

Top Tweeters in G9:
@leone52641
@_fiorucci
@ivoayrton
@sandraceradini
@pietro30199674
@perla19733917
@deodatoribeira
@zamberlett
@ariolele
@samarosa70

Top Tweeters in G10:
@mariebrin68
@gaellem15
@misalu1
@senat
@alizeerenault
@jlfdb
@anothergenro
@achilledamu
@lili2corne
@liz131975


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