SARS-COV, Twitter, 4/15/2022 7:12:16 PM, 274826


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SARS-COV_2022-04-15_02-18-03.xlsx
SARS-COV_2022-04-15_02-18-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 15, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3vnx2Pb
@pwrdbyanthony
@natilo999
@cstrateges
@radbruch_lab
@daoyu15
@michaelbathurst
@krieger66362259
@webb0412
@shoutmgb
@this0499154500

Top hashtags:
#sarscov2
#moderna
#covid19
#longsars
#livejournalclub
#how
#model
#variant

Description:
Description
The graph represents a network of 2,304 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, 15 April 2022 at 09:21 UTC.

The requested start date was Friday, 15 April 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, 8-minute period from Friday, 01 April 2022 at 00:20 UTC to Thursday, 14 April 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 : 2304
Unique Edges : 1487
Edges With Duplicates : 3040
Total Edges : 4527
Number of Edge Types : 5
Tweet : 218
MentionsInRetweet : 2055
Replies to : 251
Mentions : 619
Retweet : 1384
Self-Loops : 237
Reciprocated Vertex Pair Ratio : 0.00724900326205147
Reciprocated Edge Ratio : 0.0143936667866139
Connected Components : 288
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 1244
Maximum Edges in a Connected Component : 3169
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.036002
Graph Density : 0.000523735646740966
Modularity : 0.577788
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,304 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, 15 April 2022 at 09:21 UTC.

The requested start date was Friday, 15 April 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, 8-minute period from Friday, 01 April 2022 at 00:20 UTC to Thursday, 14 April 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:
[135] https://lecourrierdesstrateges.fr/2022/04/11/moderna-complice-et-grand-beneficiaire-de-la-creation-du-sars-cov-2-en-laboratoire/
[113] https://lecourrierdesstrateges.fr/2022/04/12/pourquoi-moderna-ne-repond-pas-aux-accusations-davoir-contribue-a-la-creation-du-sars-cov-2/
[20] https://planetes360.fr/pourquoi-moderna-ne-repond-pas-aux-accusations-davoir-contribue-a-la-creation-du-sars-cov-2/?feed_id=158344&_unique_id=6256a7772f031
[12] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[11] https://visionetv.it/nel-2019-esisteva-gia-un-antidoto-per-il-sars-cov-2/
[8] https://planetes360.fr/moderna-complice-et-grand-beneficiaire-de-la-creation-du-sars-cov-2-en-laboratoire/?feed_id=158164&_unique_id=62556610e8340
[5] https://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274563
[4] https://www.scientificamerican.com/article/what-we-know-about-omicrons-ba-2-variant-so-far1/?amp;text=
[4] https://www.pnas.org/doi/10.1073/pnas.1517719113

Top URLs in Tweet in G2:
[132] https://lecourrierdesstrateges.fr/2022/04/11/moderna-complice-et-grand-beneficiaire-de-la-creation-du-sars-cov-2-en-laboratoire/
[101] https://lecourrierdesstrateges.fr/2022/04/12/pourquoi-moderna-ne-repond-pas-aux-accusations-davoir-contribue-a-la-creation-du-sars-cov-2/
[2] https://planetes360.fr/pourquoi-moderna-ne-repond-pas-aux-accusations-davoir-contribue-a-la-creation-du-sars-cov-2/?feed_id=158344&_unique_id=6256a7772f031

Top URLs in Tweet in G3:
[11] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[1] https://twitter.com/stohr_klaus/status/1510716053097222156?t=0rGJhljycSt96WMY-FmDqg&s=19

Top URLs in Tweet in G4:
[4] https://www.pnas.org/doi/10.1073/pnas.1517719113
[2] https://twitter.com/KeithEv84928885/status/1512917576858451973?t=iCO-_Qj80P5_swEFLLfkzQ&s=19
[2] 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/PMC5584442/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnature12711
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2012-7
[1] https://www.sciencedirect.com/science/article/pii/S0168170206000748
[1] https://twitter.com/threedogsonekid/status/1511877339809943555
[1] https://twitter.com/daoyu15/status/1471657205355012102
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnature12711%2Ffigures%2F6

Top URLs in Tweet in G5:
[11] https://visionetv.it/nel-2019-esisteva-gia-un-antidoto-per-il-sars-cov-2/
[2] https://www.thehindu.com/sci-tech/health/who-records-new-recombinant-sars-cov-2-variant/article65284952.ece
[1] https://www.sudestonline.it/2022/04/01/uncategorized/comincia-ad-appiattirsi-la-curva-dei-contagi-da-sars-cov-2/
[1] https://twitter.com/ten_toast/status/1509845038012186627
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-021-92068-4
[1] https://hidalgo.lasillarota.com/estados/se-acabo-la-covid-o-viene-la-quinta-ola-este-es-el-futuro-que-preve-la-oms/633970?fbclid=IwAR24_-7zJYiwtSI90PaR6bQEr_dnPSMlh1ghY9MZ2F_oPQGXqlM8Xzv-6xk
[1] https://hidalgo.lasillarota.com/estados/se-acabo-la-covid-o-viene-la-quinta-ola-este-es-el-futuro-que-preve-la-oms/633970
[1] https://twitter.com/business/status/1509119755847970823
[1] https://www.stiri247.ro/bilant-coronavirus-3-aprilie-2022-peste-1400-cazuri-noi-de-persoane-infectate-cu-sars-cov-2
[1] https://opiniapublica.info/bilantul-zilei-in-ultimele-24-de-ore-au-fost-inregistrate-1-429-cazuri-noi-de-persoane-infectate-cu-sars-cov-2-2/

Top URLs in Tweet in G6:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274563
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274041
[1] https://lecourrierdesstrateges.fr/2022/04/11/moderna-complice-et-grand-beneficiaire-de-la-creation-du-sars-cov-2-en-laboratoire/
[1] https://bit.ly/3Dui4KS

Top URLs in Tweet in G7:
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7114a2.htm
[1] https://twitter.com/carpe_diem0820/status/1295129082535882752

Top URLs in Tweet in G10:
[1] https://twitter.com/very_0wn/status/1489056330484641796
[1] https://www.jimmunol.org/content/jimmunol/181/9/6337.full.pdf
[1] https://twitter.com/sylwie_sch/status/1472678363546460176
[1] https://zenodo.org/record/6210570
[1] https://twitter.com/Very_0wn/status/1470536165241491456?s=20&t=XT0XBM_CsHVYvSVcdk-2Sw

Top Domains
Top Domains in Tweet in Entire Graph:
[248] lecourrierdesstrateges.fr
[38] twitter.com
[28] planetes360.fr
[22] nature.com
[18] nih.gov
[11] visionetv.it
[10] maghreb-post.de
[8] biorxiv.org
[6] nodexlgraphgallery.org
[5] m-cam.com

Top Domains in Tweet in G2:
[233] lecourrierdesstrateges.fr
[2] planetes360.fr

Top Domains in Tweet in G3:
[11] nature.com
[1] twitter.com

Top Domains in Tweet in G4:
[6] twitter.com
[5] nih.gov
[4] nature.com
[4] pnas.org
[2] propublica.org
[1] sciencedirect.com
[1] springer.com
[1] virological.org
[1] biomedcentral.com

Top Domains in Tweet in G5:
[11] visionetv.it
[8] twitter.com
[4] nih.gov
[4] biorxiv.org
[3] nature.com
[3] hyp.is
[3] myjournals.org
[2] lasillarota.com
[2] thehindu.com
[2] opiniapublica.info

Top Domains in Tweet in G6:
[6] nodexlgraphgallery.org
[1] lecourrierdesstrateges.fr
[1] bit.ly

Top Domains in Tweet in G7:
[1] cdc.gov
[1] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com
[1] jimmunol.org
[1] zenodo.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[107] sarscov2
[101] moderna
[10] covid19
[7] longsars
[5] livejournalclub
[5] how
[5] model
[4] variant
[3] sarscov
[3] espe



Top Hashtags in Tweet in G2:
[99] moderna
[99] sarscov2
[1] bigpharma

Top Hashtags in Tweet in G3:
[1] impfpflicht

Top Hashtags in Tweet in G5:
[2] lomã¡svisto
[1] usacubrebocas
[1] startupnewsfyi
[1] startupnews
[1] startup
[1] glycotime
[1] covid19
[1] 1001perguntas
[1] dginn
[1] ace2

Top Hashtags in Tweet in G6:
[3] covid19
[2] gripalizacionletal
[2] gripalizareserrar
[2] updatelabbioasdiukraina
[1] eu4s
[1] townhall
[1] livejournalclub
[1] originsofcovid
[1] how
[1] model

Top Words
Top Words in Tweet in Entire Graph:
[1832] sars
[1780] cov
[528] 2004
[524] pwrdbyanthony
[523] ranst
[523] worden
[522] marc
[521] chloroquine
[521] beschouwd
[521] geneesmiddel

Top Words in Tweet in G1:
[521] sars
[521] cov
[520] worden
[520] infecties
[519] pwrdbyanthony
[519] volgens
[519] onze
[519] marc
[519] ranst
[519] zou

Top Words in Tweet in G2:
[267] sars
[267] cov
[265] moderna
[265] création
[165] cstrateges
[133] pourquoi
[133] répond
[133] aux
[133] accusations
[133] avoir

Top Words in Tweet in G3:
[128] radbruch_lab
[117] janoschdahmen
[115] aegosearcher
[115] nachweis
[115] antikörper
[115] produzierenden
[115] plasmazellen
[115] knochenmark
[114] gene
[14] jahr

Top Words in Tweet in G4:
[102] sars
[102] cov
[36] wow
[33] daoyu15
[29] jikkyleaks
[27] hiv
[20] rbd
[20] charlesrixey
[19] fusion
[16] bat

Top Words in Tweet in G5:
[157] sars
[151] cov
[29] glycoprotein
[17] amino
[16] virus
[16] receptor
[14] acids
[14] vero
[14] e6
[13] 2019

Top Words in Tweet in G6:
[9] sars
[9] cov
[7] nodexl
[7] jlesgards
[7] daoyu15
[7] shoutmgb
[6] michaelbathurst
[5] radbruch_lab
[4] pwrdbyanthony
[4] webb0412

Top Words in Tweet in G7:
[125] sars
[125] cov
[63] variant
[63] infection
[62] 2感染から90日以内の再感染は原則ないとされていたが
[62] 免疫逃避能の高いオミクロンでは生じ得る
[62] omicron
[62] 10
[62] persons
[62] within

Top Words in Tweet in G9:
[78] iã
[78] inde
[40] tekerlemeleri
[40] evvel
[40] zaman
[40] kalbur
[40] saman
[40] pireler
[40] berber
[40] develer

Top Words in Tweet in G10:
[36] very_0wn
[36] crispr
[34] aim
[34] study
[34] analyze
[34] cominarty
[34] mrna
[34] cas9
[34] gene
[34] editing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1734] sars,cov
[522] marc,ranst
[521] beschouwd,geneesmiddel
[521] geneesmiddel,sars
[521] cov,infecties
[520] volgens,onze
[520] onze,marc
[520] ranst,zou
[520] zou,chloroquine
[520] chloroquine,kunnen

Top Word Pairs in Tweet in G1:
[521] sars,cov
[520] cov,infecties
[519] volgens,onze
[519] onze,marc
[519] marc,ranst
[519] ranst,zou
[519] zou,chloroquine
[519] chloroquine,kunnen
[519] kunnen,worden
[519] worden,beschouwd

Top Word Pairs in Tweet in G2:
[267] sars,cov
[265] création,sars
[133] pourquoi,moderna
[133] moderna,répond
[133] répond,aux
[133] aux,accusations
[133] accusations,avoir
[133] avoir,contribué
[133] contribué,création
[132] moderna,complice

Top Word Pairs in Tweet in G3:
[115] aegosearcher,janoschdahmen
[115] janoschdahmen,nachweis
[115] nachweis,antikörper
[115] antikörper,produzierenden
[115] produzierenden,plasmazellen
[115] plasmazellen,knochenmark
[114] radbruch_lab,aegosearcher
[114] knochenmark,gene
[13] sars,cov
[11] long,term

Top Word Pairs in Tweet in G4:
[99] sars,cov
[24] wow,wow
[14] valuable,thread
[14] thread,posted
[14] given,latest
[14] latest,information
[14] information,sars
[14] cov,hiv
[14] hiv,fusion
[14] fusion,inhibitors

Top Word Pairs in Tweet in G5:
[145] sars,cov
[20] cov,glycoprotein
[14] amino,acids
[14] vero,e6
[12] nel,2019
[12] 2019,esisteva
[12] esisteva,già
[12] già,antidoto
[12] antidoto,sars
[10] cov,sars

Top Word Pairs in Tweet in G6:
[9] sars,cov
[7] cov,nodexl
[4] nodexl,pwrdbyanthony
[4] pwrdbyanthony,jlesgards
[4] jlesgards,michaelbathurst
[4] michaelbathurst,radbruch_lab
[4] radbruch_lab,webb0412
[4] webb0412,daoyu15
[3] jlesgards,daoyu15
[3] daoyu15,shoutmgb

Top Word Pairs in Tweet in G7:
[125] sars,cov
[63] variant,infection
[62] cov,2感染から90日以内の再感染は原則ないとされていたが
[62] 2感染から90日以内の再感染は原則ないとされていたが,免疫逃避能の高いオミクロンでは生じ得る
[62] 免疫逃避能の高いオミクロンでは生じ得る,sars
[62] cov,omicron
[62] omicron,variant
[62] infection,10
[62] 10,persons
[62] persons,within

Top Word Pairs in Tweet in G9:
[78] iã,inde
[40] evvel,zaman
[40] kalbur,saman
[40] pireler,berber
[40] berber,develer
[40] develer,tellal
[40] tellal,omikron
[40] omikron,sars
[39] drahmetrasim,tekerlemeleri
[39] tekerlemeleri,gã

Top Word Pairs in Tweet in G10:
[34] aim,study
[34] study,analyze
[34] analyze,cominarty
[34] cominarty,mrna
[34] mrna,crispr
[34] crispr,cas9
[34] cas9,gene
[34] gene,editing
[34] editing,technology
[34] technology,explain

Top Replied-To
Top Replied-To in Entire Graph:
@jikkyleaks
@zerohedge
@maestermagoo
@oatila
@daoyu15
@charlesrixey
@ddeamon3
@karl_lauterbach
@nherzog7
@thomassnegaroff

Top Replied-To in G1:
@nesli_78
@pwrdbyanthony

Top Replied-To in G2:
@remilaharie

Top Replied-To in G3:
@karl_lauterbach
@aegosearcher
@violapriesemann
@emilthedk
@thorstenbenner
@janoschdahmen

Top Replied-To in G4:
@jikkyleaks
@zerohedge
@maestermagoo
@tony_vandongen
@charlesrixey
@daoyu15
@ddeamon3
@baade_lisa
@daveatkinsonmd
@naybobnattering

Top Replied-To in G5:

Top Replied-To in G6:
@isa_picard

Top Replied-To in G8:
@f_kyburz

Top Replied-To in G10:
@go_show95

Top Mentioned
Top Mentioned in Entire Graph:
@pwrdbyanthony
@cstrateges
@radbruch_lab
@janoschdahmen
@aegosearcher
@laurentaventin
@verhaeghe
@krieger66362259
@c
@cstrat

Top Mentioned in G1:
@pwrdbyanthony

Top Mentioned in G2:
@cstrateges
@laurentaventin
@verhaeghe
@krieger66362259
@c
@cstrat
@choqlautremonde
@planetes360
@sabinenotout
@francebod

Top Mentioned in G3:
@radbruch_lab
@janoschdahmen
@aegosearcher
@violapriesemann
@shomburg
@spiro0815
@karl_lauterbach
@nichtganzdicht1
@erwin24946838
@emilthedk

Top Mentioned in G4:
@daoyu15
@jikkyleaks
@charlesrixey
@thecryptonaut2
@senronjohnson
@chrismartenson
@greg21143362
@rossana38510044
@parsi
@jjcouey

Top Mentioned in G6:
@jlesgards
@daoyu15
@shoutmgb
@michaelbathurst
@radbruch_lab
@pwrdbyanthony
@webb0412
@jonathanhannah
@jsaholmes
@f250

Top Mentioned in G7:
@carpe_diem0820

Top Mentioned in G8:
@couturegems
@malo_j
@wiguy45
@wonderwoman024
@canyon_free
@angryfleas
@s__monkie42
@yearrooster
@scottp33
@blueselmwood

Top Mentioned in G9:
@drahmetrasim

Top Mentioned in G10:
@very_0wn
@go_show95

Top Tweeters
Top Tweeters in Entire Graph:
@tommybrain
@iacobellist
@xaelbot
@codedailybot
@lizditz
@jfsebastian146
@thehill
@parliamodinews
@lagrosta
@fabriciosx

Top Tweeters in G1:
@nelliejs501
@huigen2
@verkerksok
@wimwientjes
@lutgroenez
@jjdemul
@boduoghnat
@w12move
@marjavancaem
@gkraankra

Top Tweeters in G2:
@lagrosta
@cmartyluso1
@breizh2008
@herailartigouha
@william85837998
@natpat6477
@myriamjerome
@leroyphilippe_
@ebenyaakov
@007dijon

Top Tweeters in G3:
@uwewolff966
@gedanken_denker
@milkrun
@susan_d7
@lehrbuda
@lupus071
@susannebaessler
@countsilvius
@wernert_man
@gudrunengelke

Top Tweeters in G4:
@zerohedge
@celticnotorious
@12fv123
@mbalter
@kelvinw40709444
@jackposobiec
@mguru2020
@prisonplanet
@berniespofforth
@francis_hoar

Top Tweeters in G5:
@tommybrain
@iacobellist
@parliamodinews
@2am_eu
@myjournals
@opublicainfo
@giovannidalloli
@sylvieduh
@rapella
@medicalblogger

Top Tweeters in G6:
@lizditz
@adevotedyogi
@shoutmgb
@doritmi
@sapienist
@michaelbathurst
@monstercoyliar
@mcfunny
@jsaholmes
@frankdelia7

Top Tweeters in G7:
@otakutokkai
@yunishio
@genugtopf
@r_hexar
@effy_staffs
@makoto_souji
@iiko005
@kikennageorge
@neko_oyabun
@standardtherap

Top Tweeters in G8:
@can_ada
@riskographer2
@malo_j
@wontbesilent2
@poguemoran
@angryfleas
@mrsredvoter
@wiguy45
@tom_neverwinter
@pootdibou

Top Tweeters in G9:
@farat24
@normamia4
@haccamkaan
@ch_yeyen
@aytekinoner
@asudeaygun_
@t_c_ny
@drahmetrasim
@gnyyldz2
@muhitti19597639

Top Tweeters in G10:
@andyhammers
@goughmonet
@wtf_1234567890a
@go_show95
@nleespeaking
@ruudd60
@saveukdemocracy
@smyl2day
@destroycabal
@bigheadwisdom


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