SARS-COV, Twitter, 12/19/2022 5:35:05 PM, 286608


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SARS-COV_2022-12-19_02-45-02.xlsx
SARS-COV_2022-12-19_02-45-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 19, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3v3I0JY
@tryangregory
@mincyt_ve
@john_iwas_
@pouldeau61
@elonmusk
@humanitepaix
@angryfleas
@elisaperego78
@marybriceno17
@evocybernation

Top hashtags:
#covid19
#vaccinationobligatoire
#sarscov2
#science
#coverpage
#newsbreak

Description:
Description
The graph represents a network of 1,922 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, 19 December 2022 at 10:46 UTC.

The requested start date was Monday, 19 December 2022 at 01:01 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, 9-hour, 14-minute period from Monday, 05 December 2022 at 02:14 UTC to Sunday, 18 December 2022 at 11:29 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 : 1922
Unique Edges : 1231
Edges With Duplicates : 1454
Total Edges : 2685
Number of Edge Types : 5
Tweet : 160
Replies to : 402
Mentions : 674
Retweet : 619
MentionsInRetweet : 830
Self-Loops : 182
Reciprocated Vertex Pair Ratio : 0.00564652738565782
Reciprocated Edge Ratio : 0.0112296462661426
Connected Components : 377
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 232
Maximum Edges in a Connected Component : 458
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.386171
Graph Density : 0.000482373200309196
Modularity : 0.669504
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,922 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, 19 December 2022 at 10:46 UTC.

The requested start date was Monday, 19 December 2022 at 01:01 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, 9-hour, 14-minute period from Monday, 05 December 2022 at 02:14 UTC to Sunday, 18 December 2022 at 11:29 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:
[13] https://www.csape.international/
[6] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[4] https://pubmed.ncbi.nlm.nih.gov/12814717/
[3] https://genomediscovery.org/2017/11/combinatorial-antiviral-therapy-cat-a-pharmaceutical-mixture-encompassing-cidofovir-ribvirin-cr-inhibits-hepatitis-bc-dengue-zika-ebola-hiv-1-mtb-malaria-cmv-sars-influenza-h1ni1/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2787736/
[2] https://www.acko.com/health-insurance/difference-between-covid-19-sars-and-mers/
[2] https://www.embopress.org/doi/full/10.1038/sj.emboj.7600640
[2] https://www.diariomedico.com/medicina/medicina-preventiva/los-tres-anos-de-evolucion-del-sars-cov-2-equivalen-cientos-de-anos-en-el-ser-humano.html
[2] https://pubmed.ncbi.nlm.nih.gov/22536382/
[2] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69

Top URLs in Tweet in G1:
[1] https://www.who.int/news-room/fact-sheets/detail/middle-east-respiratory-syndrome-coronavirus-(mers-cov)
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7302228/

Top URLs in Tweet in G3:
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[2] https://www.newsbreak.com/news/2846026910195/2015-document-shows-scope-of-parties-involved-in-sars-cov-gain-of-function-research?noAds=1&_f=app_share&s=i2
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7470595/
[2] https://awesomecapital.blogspot.com/2022/12/anatomical-barriers-shield-brain-from.html?spref=tw
[2] https://www.frontiersin.org/articles/10.3389/fmolb.2020.591873/full
[2] https://twitter.com/MedicalScitech/status/1577317676795547650
[2] https://www.embopress.org/doi/full/10.1038/sj.emboj.7600640
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2787736/
[1] https://pubmed.ncbi.nlm.nih.gov/35900380/
[1] https://twitter.com/Ch60588741/status/1599857791757189120

Top URLs in Tweet in G4:
[13] https://www.csape.international/
[1] https://twitter.com/gayets/status/1603338766692786181

Top URLs in Tweet in G5:
[4] https://pubmed.ncbi.nlm.nih.gov/12814717/
[2] https://patentcenter.uspto.gov/#!/applications/10822904
[2] https://patentimages.storage.googleapis.com/6b/c3/21/a62eb55a0e678c/US7220852.pdf
[1] https://bmcresnotes.biomedcentral.com/articles/10.1186/s13104-021-05561-4
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8066091/#:~:text=Taken%20together%2C%20we%20demonstrated%20that,the%20treatment%20of%20COVID-19
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8066091/
[1] https://ncbi.nlm.nih.gov/pmc/articles/PMC8066091/#:~:text=Taken%20together%2C%20we%20demonstrated%20that,the%20treatment%20of%20COVID-19
[1] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1009212
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421
[1] https://ppubs.uspto.gov/pubwebapp/static/pages/landing.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] covid19
[2] vaccinationobligatoire
[2] sarscov2
[2] science
[2] coverpage
[2] newsbreak
[1] mentiras
[1] populismo
[1] manipulaciondemasas
[1] chloroquine



Top Hashtags in Tweet in G3:
[2] newsbreak
[2] science
[1] biology
[1] e
[1] health
[1] review
[1] sarscov
[1] load
[1] kinetics
[1] deathforprofit

Top Words
Top Words in Tweet in Entire Graph:
[1507] cov
[1505] sars
[640] mers
[434] caused
[365] virus
[285] coronavirus
[227] influenza
[217] related
[212] tryangregory
[138] gripe

Top Words in Tweet in G1:
[424] sars
[423] cov
[415] mers
[415] caused
[210] virus
[210] tryangregory
[208] influenza
[207] related
[207] coronavirus
[2] aurielwillette

Top Words in Tweet in G2:
[134] cov
[132] reproducido
[132] hayan
[132] décadas
[132] complejas
[132] aviar
[132] últimas
[132] mers
[132] hecho
[132] situaciones

Top Words in Tweet in G3:
[144] cov
[137] sars
[26] virus
[17] mers
[11] viruses
[11] 2019
[10] coronavirus
[9] covid
[9] spike
[8] 2020

Top Words in Tweet in G4:
[65] crime
[56] internationale
[56] d'avocats
[56] cour
[56] internationaux
[56] conjointe
[56] plainte
[55] contre
[48] humanitepaix
[41] nocide

Top Words in Tweet in G5:
[57] cov
[57] sars
[22] elonmusk
[13] fauci
[9] one
[9] dr
[9] virus
[8] orion7710
[8] research
[7] gain

Top Words in Tweet in G6:
[3] video
[2] patented
[2] cov
[2] claims
[2] sars

Top Words in Tweet in G8:
[28] calling
[15] sars2
[14] demand
[14] stop
[14] language
[14] aids
[14] start
[14] those
[14] airborne
[14] precision

Top Words in Tweet in G9:
[28] die
[18] cov
[18] sars
[17] karl_lauterbach
[16] hiv
[15] corona
[15] immunsystem
[14] effekte
[14] herpes
[14] idee

Top Words in Tweet in G10:
[3] non
[2] sars
[2] cov
[2] sconosciuto
[2] letale
[2] twitter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1202] sars,cov
[279] mers,cov
[278] cov,sars
[226] cov,coronavirus
[213] related,sars
[211] influenza,virus
[210] coronavirus,related
[209] caused,mers
[209] caused,influenza
[209] mers,caused

Top Word Pairs in Tweet in G1:
[215] sars,cov
[208] mers,cov
[207] influenza,virus
[207] related,sars
[207] cov,sars
[207] coronavirus,related
[207] caused,influenza
[207] caused,mers
[207] cov,coronavirus
[207] mers,caused

Top Word Pairs in Tweet in G2:
[132] situaciones,complejas
[132] hecho,últimas
[132] cov,mers
[132] hayan,reproducido
[132] complejas,gripe
[132] décadas,hayan
[132] reproducido,situaciones
[132] aviar,sars
[132] últimas,décadas
[132] gripe,aviar

Top Word Pairs in Tweet in G3:
[124] sars,cov
[14] mers,cov
[11] cov,sars
[8] cov,mers
[5] cov,viruses
[5] virus,sars
[5] covid,19
[4] involved,sars
[4] functionâ,research
[4] cov,gain

Top Word Pairs in Tweet in G4:
[56] conjointe,d'avocats
[56] d'avocats,internationaux
[56] internationaux,cour
[56] plainte,conjointe
[44] crime,contre
[41] cour,pã
[41] gã,nocide
[41] pã,nale
[41] nale,internationale
[41] internationale,gã

Top Word Pairs in Tweet in G5:
[54] sars,cov
[6] gain,function
[5] dr,fauci
[5] cov,sars
[5] early,treatment
[5] niaid,funding
[5] function,research
[4] march,2020
[4] cov,shares
[4] cov,virus

Top Word Pairs in Tweet in G6:
[2] sars,cov
[2] cov,patented

Top Word Pairs in Tweet in G8:
[14] calling,sars2
[14] language,stop
[14] calling,airborne
[14] start,calling
[14] those,demand
[14] demand,precision
[14] precision,language
[14] airborne,aids
[14] aids,start
[14] stop,calling

Top Word Pairs in Tweet in G9:
[18] sars,cov
[14] die,idee
[14] herpes,corona
[14] die,effekte
[14] effekte,hiv
[14] idee,die
[14] hiv,herpes
[14] karl_lauterbach,die
[14] corona,meinen
[14] meinen,sars

Top Word Pairs in Tweet in G10:
[2] sconosciuto,letale
[2] sars,cov

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@sankari83
@marionawfal
@alchemytoday
@dt65e7nwktf4z9r
@mehdirhasan
@teslaanddoge
@genocidealert
@realamvoice
@sassygibs

Top Replied-To in G1:
@tryangregory
@poosygalorest
@skepticrod

Top Replied-To in G2:
@mincyt_ve

Top Replied-To in G4:
@realamvoice
@genocidealert
@onu_fr
@nurembergacadem
@cpg_ushmm
@cincyhhc
@agretdenis
@syndicatgj
@micheben
@vukuzman

Top Replied-To in G5:
@elonmusk
@mehdirhasan
@chunkindorley
@dinga_dave
@endwokeness
@telegraph
@rishisunak
@johnpavlovitz
@govrondesantis
@johncduffy72

Top Replied-To in G6:
@375norselegend

Top Replied-To in G7:
@giannmi

Top Replied-To in G8:
@flahault
@audevisine
@marc_g_wathelet
@marcgozlan
@mariagallegobl

Top Replied-To in G9:
@karl_lauterbach
@jogro2023
@miesengrund
@sitztvornlinks

Top Replied-To in G10:
@tersite66

Top Mentioned
Top Mentioned in Entire Graph:
@tryangregory
@mincyt_ve
@humanitepaix
@syndicatgj
@elonmusk
@antiglobalistah
@karl_lauterbach
@wabbit011235813
@onu_fr
@gunnar_heine

Top Mentioned in G1:
@tryangregory
@aurielwillette
@amethystarlight
@stonedcommie
@hiddenkrypt
@denise_dewald
@peoplescdc
@covidsolidarit1

Top Mentioned in G2:
@mincyt_ve
@gabrielasjr
@magagutierrezv
@minsaludve
@vicevenezuela
@mippcivzla
@yvke_mundial
@canalconciencia
@rnvinformativa
@laradiodelsur

Top Mentioned in G3:
@cmencke
@rebel_10n
@sixandlaura
@benasnow

Top Mentioned in G4:
@humanitepaix
@syndicatgj
@onu_fr
@courpenaleint
@dimitribeghin
@circonscripti18
@auschwitzmuseum
@qcc_khc
@holocaustmuseum
@ihmec

Top Mentioned in G5:
@elonmusk
@orion7710
@collinrugg
@charlesrixey
@billym2k
@vvilelyn
@mehdirhasan
@seacaptim
@aghuff
@thomas1774paine

Top Mentioned in G6:
@beastoforem
@lordbutters22
@angry_mema
@webguytv
@crogers1973
@smythebobbi
@karlton111
@againmothra
@__teekeemon
@tip_ct

Top Mentioned in G7:
@scary7dr
@richykirsh
@frenchg11623069
@andrewlazarus4
@scottstocker4
@provaxtexan
@jonathanhannah
@zeetubesii
@skepticalmutant
@monstercoyliar

Top Mentioned in G8:
@wabbit011235813
@fitterhappieraj
@findwhy
@audevisine
@nature
@resiapretorius
@leonardibot
@mariagallegobl
@biologyawesome
@marcgozlan

Top Mentioned in G9:
@karl_lauterbach
@gunnar_heine
@thorste42952940
@freichert667
@bertde
@ingmarstadelman
@drpuerner
@nancyfaeser

Top Mentioned in G10:
@twitter
@kazeokanjiro_00
@akiliwazi
@c1cc10b3770
@denis89196880
@yosemitebaffo
@il_pat
@drpaolomezzana
@marco_borrano
@vladimirozacch1

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@unoticias
@yvke_mundial
@netminnow
@aeroforceso
@wildwalkerwoman
@tenji95
@wgarnews
@miti_vigliero
@laradiodelsur

Top Tweeters in G1:
@jurylady5
@wildwalkerwoman
@tenji95
@wgarnews
@miti_vigliero
@sie_kensou77
@zumikiss
@marymary0414
@geoffypjohnston
@boogwinchester

Top Tweeters in G2:
@unoticias
@yvke_mundial
@aeroforceso
@laradiodelsur
@rnvinformativa
@mippcivzla
@jasminbandres
@humbertreincide
@rodalexandre25
@mppsmiranda

Top Tweeters in G3:
@myjournals
@_13820
@cmencke
@wikyupedia
@ilindelatorremd
@dasrechtsportal
@sixandlaura
@sarah_alice_x
@itsjustmeeheh
@earthumbrella

Top Tweeters in G4:
@uniquecmoi
@eliot_meredith
@marcchastillon
@dett67
@mazzocchinjrme1
@auschwitzmuseum
@nineta370
@territaekook
@un
@micheben

Top Tweeters in G5:
@telegraph
@alexblx
@thomas1774paine
@johnpavlovitz
@mehdirhasan
@shannonmccaulle
@orion7710
@bbborgelt81
@zismo64
@timetowakeup62

Top Tweeters in G6:
@vincegottalotta
@kleeontheright
@angryfleas
@flattielover
@missled2u
@educatingtrump2
@trumpcrazytrain
@tastymorsel6
@synyster63
@earthone_13

Top Tweeters in G7:
@doritmi
@monstercoyliar
@mcfunny
@nockit1
@wendyorent
@pawley_robert
@andrewlazarus4
@skepticalmutant
@tonybaduy
@frenchg11623069

Top Tweeters in G8:
@wokabaut_meri
@gerellen
@taylors11264605
@findwhy
@nature
@flahault
@alexanderodoran
@judyandhuahua
@marcgozlan
@mariagallegobl

Top Tweeters in G9:
@roadrunner0601
@artnexus8
@ingmarstadelman
@horkar2
@dsskniff
@sitztvornlinks
@lightwizhh
@miesengrund
@vonfolkwang
@karl_lauterbach

Top Tweeters in G10:
@epochtimes
@marco_borrano
@tersite66
@labombetta76
@arturoarthuren
@drpaolomezzana
@twitter
@riggio_carla
@il_pat
@akiliwazi


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