SARS-COV, Twitter, 8/15/2022 1:04:37 PM, 280107


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SARS-COV_2022-08-15_02-45-02.xlsx
SARS-COV_2022-08-15_02-45-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3dwrgFE
@mattwridley
@emilyakopp
@greg21143362
@omneco
@biophysicsfl
@babarlelephant
@graybea71861266
@drjbhattacharya
@jbloom_lab
@franciscodeasis

Top hashtags:
#sars
#algi
#covid19
#coronavirus
#coverpage
#monkeypox
#sarscov2
#cwd

Description:
Description
The graph represents a network of 1,633 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, 15 August 2022 at 09:46 UTC.

The requested start date was Monday, 15 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, 3-minute period from Monday, 01 August 2022 at 00:32 UTC to Sunday, 14 August 2022 at 10:35 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 : 1633
Unique Edges : 967
Edges With Duplicates : 1527
Total Edges : 2494
Number of Edge Types : 5
Retweet : 628
MentionsInRetweet : 768
Tweet : 152
Replies to : 251
Mentions : 695
Self-Loops : 163
Reciprocated Vertex Pair Ratio : 0.0130548302872063
Reciprocated Edge Ratio : 0.0257731958762887
Connected Components : 285
Single-Vertex Connected Components : 65
Maximum Vertices in a Connected Component : 270
Maximum Edges in a Connected Component : 562
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.670883
Graph Density : 0.000582351740451232
Modularity : 0.623847
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 1,633 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, 15 August 2022 at 09:46 UTC.

The requested start date was Monday, 15 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, 3-minute period from Monday, 01 August 2022 at 00:32 UTC to Sunday, 14 August 2022 at 10:35 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:
[12] https://en.ssi.dk/news/news/2022/few-ba2-75-danish-cases
[7] https://medicosporlaverdad.net/el-virus-sars-cov-2-es-un-quimera-artificial-y-no-circula-en-la-poblacion/
[6] https://fluoridefreepeel.ca/
[5] https://www.nickcampos.com/2022/07/live-free-again-turn-away-from-fear-and-rejoin-your-fellow-humans/
[4] https://www.usatoday.com/story/news/politics/2022/08/04/biden-administration-declares-monkeypox-public-health-emergency/10144621002/
[4] https://twitter.com/garyruskin/status/1557070183377674242
[4] https://journals.asm.org/doi/10.1128/jvi.00671-22
[3] https://jbiomedsci.biomedcentral.com/articles/10.1186/s12929-020-00695-2
[3] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[3] https://us02web.zoom.us/meeting/register/tZwrc-ChqDwiGtSTqHbed5BjE8xtVzvLssZ_

Top URLs in Tweet in G1:
[1] https://twitter.com/BB45_Colorado/status/1555880326375047168

Top URLs in Tweet in G2:
[1] https://twitter.com/garyruskin/status/1557070183377674242
[1] https://www.semanticscholar.org/paper/The-Evidence-which-Suggests-that-This-Is-No-Evolved-S%C3%B8rensen-Dalgleish/bae0b5f2cae9f55b0f72349e7964989641a2d71d
[1] https://www.csiro.au/en/research/health-medical/diseases/infectious-diseases/bats-confirmed-host-of-sars-virus

Top URLs in Tweet in G3:
[1] https://reporter.nih.gov/search/WNMviEkAEk-ohjdU9a9JTg/publications/project-details/9056977

Top URLs in Tweet in G4:
[2] https://www.amazon.it/dp/B09NDTTHHR/?tag=amzoffers02-21&psc=1
[2] https://www.amazon.it/dp/B00K1CYRTM/?tag=amzoffers02-21&psc=1
[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://scholar.google.nl/scholar_share?url=https://www.europeanreview.org/wp/wp-content/uploads/5278-5284.pdf&hl=nl&sa=X&ei=_PLoYp7EC4OSy9YP8ZqEyAw&scisig=AAGBfm1EjS0AQOWrVCr6MznSaadzriLtXA
[1] https://twitter.com/v_joron/status/1554419981152141312
[1] https://twitter.com/effect1c/status/1554458804594565120
[1] https://www.frontiersin.org/articles/10.3389/fmed.2021.651658/full
[1] https://news.yahoo.co.jp/pickup/6434674

Top URLs in Tweet in G5:
[2] https://twitter.com/KeithEv84928885/status/1512917576858451973?t=iCO-_Qj80P5_swEFLLfkzQ&s=19
[1] https://pubmed.ncbi.nlm.nih.gov/15358126/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141560/
[1] https://journals.asm.org/doi/10.1128/JVI.03571-13
[1] https://twitter.com/garyruskin/status/1557070183377674242
[1] https://www.propublica.org/article/near-misses-at-unc-chapel-hills-high-security-lab-illustrate-risk-of-accidents-with-coronaviruses
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3367621/

Top URLs in Tweet in G6:
[1] https://www.news-medical.net/health/How-does-SARS-CoV-2-Compare-to-SARS-CoV.aspx

Top URLs in Tweet in G8:
[1] https://childrenshealthdefense.org/defender/vaccine-industry-peter-hotez-funded-wuhan-gain-of-function-study/

Top URLs in Tweet in G9:
[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 G10:
[1] https://www.crashdebug.fr/covid-19-le-virus-est-il-ne-dans-la-nature-ou-dans-un-laboratoire-plus-precisement-dans-un-laboratoire-americain

Top Domains
Top Domains in Tweet in Entire Graph:
[34] twitter.com
[21] nih.gov
[12] ssi.dk
[8] maghreb-post.de
[7] medicosporlaverdad.net
[6] asm.org
[6] fluoridefreepeel.ca
[5] nature.com
[5] nickcampos.com
[4] biomedcentral.com

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

Top Domains in Tweet in G2:
[1] twitter.com
[1] semanticscholar.org
[1] csiro.au

Top Domains in Tweet in G3:
[1] nih.gov

Top Domains in Tweet in G4:
[16] twitter.com
[4] amazon.it
[3] myjournals.org
[3] clinicaltrials.gov
[2] frontiersin.org
[2] nih.gov
[2] usrtk.org
[2] tintonghop247.net
[1] google.nl
[1] co.jp

Top Domains in Tweet in G5:
[3] nih.gov
[3] twitter.com
[1] asm.org
[1] propublica.org

Top Domains in Tweet in G6:
[1] news-medical.net

Top Domains in Tweet in G8:
[1] childrenshealthdefense.org

Top Domains in Tweet in G9:
[1] twitter.com
[1] gospanews.net

Top Domains in Tweet in G10:
[1] crashdebug.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] sars
[10] algi
[3] covid19
[3] coronavirus
[3] coverpage
[3] monkeypox
[2] sarscov2
[2] cwd
[2] amr
[2] how



Top Hashtags in Tweet in G4:
[3] covid19
[1] scholaralerts
[1] zinc
[1] micronutrient
[1] ladoã±acovi
[1] francia
[1] macron
[1] rna
[1] pcr
[1] hiprobiotechnology

Top Hashtags in Tweet in G5:
[1] longsars

Top Hashtags in Tweet in G8:
[53] sars
[1] lableak
[1] thedefender

Top Words
Top Words in Tweet in Entire Graph:
[1183] cov
[1075] sars
[236] lab
[221] hotez
[185] virus
[168] possible
[166] ãƒ
[158] release
[156] clear
[152] having

Top Words in Tweet in G1:
[246] cov
[164] sars
[82] これなんだけど
[82] sarsコロナウイルス
[82] mersコロナウイルス
[82] mers
[82] が時間と共に収束した
[82] いま考えると運が良かったとしか思えない
[82] ので
[82] sarsコロナウイルス2

Top Words in Tweet in G2:
[82] sars
[81] cov
[72] hotez
[71] mattwridley
[71] possible
[71] lab
[71] release
[70] clear
[70] dismissed
[70] preposterous

Top Words in Tweet in G3:
[75] sars
[73] cov
[71] lab
[70] hotez
[68] perhaps
[68] baffling
[68] described
[68] possibility
[68] origin
[68] outlandish

Top Words in Tweet in G4:
[86] cov
[82] sars
[20] virus
[19] eth
[8] mers
[8] 19
[7] covid
[7] æ
[7] possible
[6] lab

Top Words in Tweet in G5:
[64] sars
[55] cov
[11] biophysicsfl
[10] bat
[9] virus
[9] possible
[8] lab
[8] sarsr
[8] humans
[7] quercetin

Top Words in Tweet in G6:
[10] sars
[9] cov
[6] more
[5] contagious
[4] family
[4] viruses
[4] immunity
[4] less
[3] andrew7rd
[3] scary7dr

Top Words in Tweet in G7:
[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 G8:
[54] possible
[54] release
[54] cov
[53] clear
[53] peter
[53] hotez
[53] dismissed
[53] lab
[53] #sars
[53] preposterous

Top Words in Tweet in G9:
[4] eretico_l
[4] modamanager
[4] laperlaneranera
[4] anna302478978
[4] smitarianna
[4] lisargadata
[4] victoria_wet
[4] dorayak56884206
[3] hero9004
[3] paolasimoni

Top Words in Tweet in G10:
[3] yvespdb
[3] ce
[2] virus
[2] sars
[2] cov
[2] sitting_bull_d
[2] 55bellechasse
[2] basphilippe
[2] alainhoupert
[2] jeanyvescapo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1016] sars,cov
[148] possible,lab
[146] lab,release
[144] hotez,dismissed
[144] dismissed,possible
[144] cov,preposterous
[144] preposterous,having
[144] having,conducted
[106] mers,cov
[102] release,sars

Top Word Pairs in Tweet in G1:
[164] sars,cov
[82] これなんだけど,sarsコロナウイルス
[82] sarsコロナウイルス,sars
[82] cov,mersコロナウイルス
[82] mersコロナウイルス,mers
[82] mers,cov
[82] cov,が時間と共に収束した
[82] が時間と共に収束した,いま考えると運が良かったとしか思えない
[82] いま考えると運が良かったとしか思えない,ので
[82] ので,sarsコロナウイルス2

Top Word Pairs in Tweet in G2:
[81] sars,cov
[71] release,sars
[70] clear,hotez
[70] hotez,dismissed
[70] dismissed,possible
[70] possible,lab
[70] lab,release
[70] cov,preposterous
[70] preposterous,having
[70] having,conducted

Top Word Pairs in Tweet in G3:
[73] sars,cov
[68] perhaps,baffling
[68] baffling,hotez
[68] hotez,described
[68] described,possibility
[68] possibility,lab
[68] lab,origin
[68] origin,sars
[68] cov,outlandish
[68] outlandish,grant

Top Word Pairs in Tweet in G4:
[79] sars,cov
[7] mers,cov
[6] covid,19
[6] release,sars
[4] possible,lab
[4] cov,spike
[3] cov,sars
[3] virus,sars
[3] cov,viruela
[3] viruela,mono

Top Word Pairs in Tweet in G5:
[52] sars,cov
[7] quercetin,treatment
[7] treatment,sars
[7] cov,quercov
[7] cov,humans
[6] sars,outbreaks
[6] outbreaks,remain
[6] remain,serious
[6] serious,concern
[6] concern,mainly

Top Word Pairs in Tweet in G6:
[9] sars,cov
[3] tonimari99,arduatendit
[3] d_electropolis,lifeisfornow
[3] lifeisfornow,jlmjlm77
[3] jlmjlm77,mario19795947
[3] mario19795947,stephenharper9
[3] stephenharper9,lifechoicen
[3] coryrove,laurihwilliams
[3] laurihwilliams,prickyricky1
[3] prickyricky1,oxharryh1

Top Word Pairs in Tweet in G7:
[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 G8:
[53] clear,peter
[53] peter,hotez
[53] hotez,dismissed
[53] dismissed,possible
[53] possible,lab
[53] lab,release
[53] release,#sars
[53] #sars,cov
[53] cov,preposterous
[53] preposterous,having

Top Word Pairs in Tweet in G9:
[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] hero9004,eretico_l
[3] dorayak56884206,paolasimoni

Top Word Pairs in Tweet in G10:
[2] sars,cov
[2] sitting_bull_d,55bellechasse
[2] 55bellechasse,basphilippe
[2] basphilippe,yvespdb
[2] yvespdb,alainhoupert
[2] alainhoupert,jeanyvescapo
[2] jeanyvescapo,tvlcampagnol
[2] tvlcampagnol,verity_france
[2] verity_france,jgalt485

Top Replied-To
Top Replied-To in Entire Graph:
@peterhotez
@zojzq8ss9mqz5yq
@keepdfaith10
@gvdbossche
@graybea71861266
@r_h_ebright
@greenopi1
@senatorhassan
@borgerpieter
@cyclowarrior

Top Replied-To in G2:
@quay_dr
@washburnealex
@jenniferlsimon1
@mattwridley
@biorealism

Top Replied-To in G5:
@r_h_ebright
@graybea71861266
@keithev84928885
@breakfast_dogs
@totallycanc3l3d
@chrismartenson
@rossana38510044
@barnaby_flower
@debunk_the_funk
@christianhhde

Top Replied-To in G6:
@cyclowarrior
@christy77380488
@andrew7rd
@zentigernz

Top Replied-To in G9:
@eretico_l

Top Replied-To in G10:
@yvespdb
@sitting_bull_d

Top Mentioned
Top Mentioned in Entire Graph:
@hironobusuzuki
@mattwridley
@emilyakopp
@rikiricardof
@childrenshd
@omneco
@johnfaruv
@fdzaraf
@banounhelene
@biophysicsfl

Top Mentioned in G1:
@hironobusuzuki

Top Mentioned in G2:
@mattwridley
@biorealism
@etaitlife
@franciscodeasis
@lab_leak
@jbloom_lab
@mguru2020
@emilyakopp
@rozsofia
@babarlelephant

Top Mentioned in G3:
@emilyakopp
@mattwridley
@biophysicsfl

Top Mentioned in G4:
@tshilid94121257
@covid_evidence

Top Mentioned in G5:
@biophysicsfl
@peterdaszak
@neherbirgitta
@jhas5
@jjcouey
@jaredpretender
@mentju4
@florin_uncovers
@thackerpd
@r_h_ebright

Top Mentioned in G6:
@scary7dr
@blaylockmooky
@adevotedyogi
@wolf_ofthe_west
@f3_haskell
@aquamariah1
@frugalsues
@dm43046721
@unity_coach
@geezercitizenx

Top Mentioned in G7:
@rikiricardof

Top Mentioned in G8:
@childrenshd

Top Mentioned in G9:
@modamanager
@laperlaneranera
@anna302478978
@smitarianna
@lisargadata
@victoria_wet
@dorayak56884206
@hero9004
@eretico_l
@paolasimoni

Top Mentioned in G10:
@55bellechasse
@basphilippe
@yvespdb
@alainhoupert
@jeanyvescapo
@tvlcampagnol
@verity_france
@jgalt485
@lci
@crashdebug_fr

Top Tweeters
Top Tweeters in Entire Graph:
@sosorasora3
@citrus_kyoto
@biobio
@navroopsingh_
@souun_udoku
@radiolondres6
@bb45_colorado
@4823_tanaka
@miti_vigliero
@medical_news_j

Top Tweeters in G1:
@sosorasora3
@citrus_kyoto
@souun_udoku
@bb45_colorado
@lamohkun
@iriyamazu_b
@qbk_jitensya
@nofrills
@eyasuyuki
@seafurry

Top Tweeters in G2:
@4823_tanaka
@paularitchie3
@noturbine
@biorealism
@scjohnston
@carlgreggain
@deeclarea17
@mguru2020
@fabiusmaximus01
@leighjackson100

Top Tweeters in G3:
@francvs
@me_for_earth
@wellnessfr
@knitwise2
@hbbtruth
@caschmitt
@mbalter
@klausriede
@precliner
@jesuscasique1

Top Tweeters in G4:
@miti_vigliero
@medical_news_j
@thethegrinch7
@ensregistry
@myjournals
@16po
@hanrongli
@tinquangbinh
@tribuna_treviso
@superoffertexyz

Top Tweeters in G5:
@alykhansatchu
@scott_squires
@lissnup
@dopaminergic13
@brendaneich
@toetterbeck
@who
@micheleconunal
@r_h_ebright
@elisaperego78

Top Tweeters in G6:
@rospay15
@adevotedyogi
@unity_coach
@tracymmpohill
@luvthmgators
@artyshouse
@6x10e23
@takethatchem
@umfpt
@plisskenhimself

Top Tweeters in G7:
@erafoxzl
@pedrommorales5
@darwina_j
@manho579
@alhuai
@leunam6505
@cirockase
@cuemar
@liccarrillo1968
@olguinmom

Top Tweeters in G8:
@ifilonczuk
@eelcobt
@barbarajdurkin
@angelalambert14
@coolsport00
@officialmscombs
@swan92678832
@solarcoinnews
@unhiddenness
@stephenharveyj

Top Tweeters in G9:
@paolasimonin
@fratzen13
@sedicizero
@laperlaneranera
@d_essere
@modamanager
@armidmar
@biif
@giovanni7769
@eretico_l

Top Tweeters in G10:
@yvespdb
@lci
@jaclostermann
@pierrejovanovic
@anthonyjouve1
@poulin2012
@jeanyvescapo
@alainhoupert
@sergiodde
@_2019_ncov