SARS-COV, Twitter, 12/11/2022 11:38:31 PM, 286053


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SARS-COV_2022-12-11_02-51-16.xlsx
SARS-COV_2022-12-11_02-51-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 11, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3HtbYPc
@cpt_fantabulous
@humanitepaix
@mskaywoo
@zulu18360299
@ecrins6
@sbeynet
@kittykat99
@fleurdotone
@petersweden7
@ebubusecours

Top hashtags:
#covid19
#coverpage
#biolabs
#sarscov2
#coronavirus
#kwaslinolowy
#covid

Description:
Description
The graph represents a network of 648 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 Sunday, 11 December 2022 at 10:54 UTC.

The requested start date was Sunday, 11 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 5-day, 10-hour, 12-minute period from Sunday, 27 November 2022 at 01:23 UTC to Friday, 02 December 2022 at 11:36 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 : 648
Unique Edges : 553
Edges With Duplicates : 402
Total Edges : 955
Number of Edge Types : 5
Retweet : 173
MentionsInRetweet : 351
Tweet : 92
Replies to : 126
Mentions : 213
Self-Loops : 99
Reciprocated Vertex Pair Ratio : 0.00455235204855842
Reciprocated Edge Ratio : 0.00906344410876133
Connected Components : 171
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 150
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.809952
Graph Density : 0.00157898753983247
Modularity : 0.699037
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 648 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 Sunday, 11 December 2022 at 10:54 UTC.

The requested start date was Sunday, 11 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 5-day, 10-hour, 12-minute period from Sunday, 27 November 2022 at 01:23 UTC to Friday, 02 December 2022 at 11:36 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:
[3] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[3] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs13205-022-03390-1
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4261026/#!po=61.7470
[2] https://en.m.wikipedia.org/wiki/Arginylglycylaspartic_acid
[2] https://www.csape.international/
[2] https://www.science.org/doi/10.1126/sciadv.adc9179
[2] https://www.researchsquare.com/article/rs-2245843/v1
[2] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1
[2] https://peerj.com/articles/14168/?utm_source=Twitter&utm_medium=Social&utm_campaign=14168
[2] https://nplus1.ru/news/2022/11/28/bats-viruses-new

Top URLs in Tweet in G2:
[2] https://www.csape.international/
[1] https://twitter.com/Doctor_I_am_The/status/1597761617990909953

Top URLs in Tweet in G4:
[2] https://www.researchsquare.com/article/rs-2245843/v1
[1] https://twitter.com/EconomicTimes/status/1596707938923577345
[1] https://www.science.org/doi/10.1126/sciadv.adc9179
[1] https://twitter.com/prima__facie/status/1596161709730938886
[1] https://www.linkedin.com/feed/update/urn:li:share:7002946648930729984
[1] https://www.federalregister.gov/documents/2021/11/17/2021-25204/possession-use-and-transfer-of-select-agents-and-toxins-addition-of-sars-covsars-cov-2-chimeric
[1] https://t.me/drbarbarabalanzoni/9189
[1] https://twitter.com/BloombergHT/status/1597470414728564738
[1] https://www.science.org/doi/10.1126/sciadv.adc9179#.Y4Xoymq6nJ4.twitter
[1] https://www.mdpi.com/1648-9144/57/4/309

Top URLs in Tweet in G7:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9062939/
[1] https://www.youtube.com/watch?v=AprmM4pYI6E&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://pubmed.ncbi.nlm.nih.gov/29190287/

Top URLs in Tweet in G9:
[1] https://twitter.com/pulsar079/status/1591371555761553409

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] covid19
[3] coverpage
[3] biolabs
[2] sarscov2
[2] coronavirus
[2] kwaslinolowy
[2] covid
[2] estamosrodeados
[2] biochemistry
[2] bioinformatics



Top Hashtags in Tweet in G4:
[3] covid19
[2] covid
[1] chinacovid
[1] coronavirus
[1] spike
[1] omicron
[1] pancoronavirus
[1] antiviral
[1] science
[1] biolabs

Top Hashtags in Tweet in G7:
[1] davos
[1] brunomegarbane

Top Words
Top Words in Tweet in Entire Graph:
[393] cov
[383] sars
[83] contre
[69] covid
[62] virus
[48] crime
[44] vaccins
[43] conjointe
[43] plainte
[43] internationale

Top Words in Tweet in G1:
[2] covid
[2] 19
[2] cov

Top Words in Tweet in G2:
[48] crime
[43] d'avocats
[43] conjointe
[43] plainte
[43] génocide
[43] pénale
[43] internationale
[43] cour
[43] internationaux
[42] humanitepaix

Top Words in Tweet in G3:
[39] contre
[38] covid
[38] n'a
[38] sbeynet
[38] injections
[38] donc
[38] sont
[38] expérimentales
[38] oui
[38] génétiques

Top Words in Tweet in G4:
[72] cov
[67] sars
[9] protein
[9] mers
[9] virus
[8] coronavirus
[7] acid
[6] covid
[6] cells
[6] proteins

Top Words in Tweet in G5:
[6] cov
[5] sars
[4] one
[3] petersweden7
[2] sequences
[2] identity
[2] virus
[2] imaginary

Top Words in Tweet in G6:
[20] nm
[19] iansams46
[19] 47
[19] sulfide
[19] spend
[19] fart
[19] smell
[19] hydrogen
[19] minutes
[19] kurtbardella

Top Words in Tweet in G7:
[10] sars
[10] cov
[6] virus
[6] c'est
[5] frelatée
[5] contenu
[5] éloigné
[5] officielles
[5] parole
[5] origines

Top Words in Tweet in G8:
[4] sars
[3] ayjchan
[2] one
[2] denies
[2] consider
[2] janeqiuchina
[2] user3425664
[2] thelancet
[2] section
[2] cov

Top Words in Tweet in G9:
[14] cov
[7] straftat
[7] sars
[7] m_kubiciel
[7] verbreitung
[7] kleincrime
[7] kn_online
[7] tfruehmark
[6] docwho23

Top Words in Tweet in G10:
[16] zoonose
[8] albernen
[8] sars
[8] downs
[8] cov
[8] jemand
[8] karl_lauterbach
[8] lock
[8] war
[8] die

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[357] sars,cov
[43] conjointe,d'avocats
[43] pénale,internationale
[43] d'avocats,internationaux
[43] plainte,conjointe
[43] internationaux,cour
[43] internationale,génocide
[43] cour,pénale
[42] génocide,crime
[42] crime,contre

Top Word Pairs in Tweet in G2:
[43] d'avocats,internationaux
[43] internationale,génocide
[43] plainte,conjointe
[43] cour,pénale
[43] pénale,internationale
[43] conjointe,d'avocats
[43] internationaux,cour
[42] crime,contre
[42] génocide,crime
[38] contre,humanité

Top Word Pairs in Tweet in G3:
[38] donc,injections
[38] expérimentales,contre
[38] ecrins6,sbeynet
[38] sbeynet,oui
[38] covid,sont
[38] génétiques,expérimentales
[38] vaccins,n'a
[38] contre,covid
[38] oui,donc
[38] injections,génétiques

Top Word Pairs in Tweet in G4:
[63] sars,cov
[10] cov,sars
[8] mers,cov
[7] coronavirus,sars
[5] cov,mers
[4] pocket,conserved
[4] spike,proteins
[3] acute,respiratory
[3] converting,enzyme
[3] pathogenic,β

Top Word Pairs in Tweet in G5:
[5] sars,cov

Top Word Pairs in Tweet in G6:
[19] sulfide,fart
[19] spend,minutes
[19] fart,smell
[19] 47,nm
[19] googling,hydrogen
[19] hydrogen,sulfide
[19] kurtbardella,gopleader
[19] minutes,googling
[19] gopleader,spend
[19] smell,47

Top Word Pairs in Tweet in G7:
[10] sars,cov
[5] origines,sars
[5] éloigné,fadaises
[5] séminaire,origines
[5] anglais,séminaire
[5] parole,frelatée
[5] contenu,très
[5] officielles,parole
[5] fadaises,officielles
[5] cov,contenu

Top Word Pairs in Tweet in G8:
[2] user3425664,petelincoln48
[2] thelancet,please
[2] sars,cov
[2] ayjchan,thelancet
[2] consider,one
[2] denies,section
[2] one,denies
[2] please,consider
[2] janeqiuchina,user3425664
[2] petelincoln48,ayjchan

Top Word Pairs in Tweet in G9:
[7] cov,straftat
[7] sars,cov
[7] cov,sars
[7] m_kubiciel,tfruehmark
[7] kleincrime,m_kubiciel
[7] tfruehmark,verbreitung
[7] verbreitung,cov
[7] kn_online,kleincrime
[6] docwho23,kn_online

Top Word Pairs in Tweet in G10:
[8] zoonose,jemand
[8] lock,downs
[8] albernen,lock
[8] zoonose,sars
[8] sars,cov
[8] jemand,kenne
[8] cov,albernen
[8] die,zoonose
[8] war,die
[8] kenne,meinung

Top Replied-To
Top Replied-To in Entire Graph:
@doctor_i_am_the
@skell_thomas
@hyperlordr4
@duckyouantivaxr
@petersweden7
@t_brautigan
@iwandererste
@gerechtgericht
@f_i_briest
@verity_france

Top Replied-To in G1:
@godsarmyofhmrs

Top Replied-To in G2:
@doctor_i_am_the
@riseupandresist
@michel__leclair
@mariusjacob67

Top Replied-To in G3:
@ecrins6

Top Replied-To in G5:
@petersweden7
@susanchubb1
@cdlatour

Top Replied-To in G6:
@iansams46

Top Replied-To in G7:
@skell_thomas
@verity_france
@centuriesoflies

Top Replied-To in G8:
@janeqiuchina
@engineer2the

Top Replied-To in G9:
@kn_online

Top Replied-To in G10:
@karl_lauterbach

Top Mentioned
Top Mentioned in Entire Graph:
@humanitepaix
@sbeynet
@zulu18360299
@ecrins6
@kurtbardella
@gopleader
@committovote
@iansams46
@kleincrime
@m_kubiciel

Top Mentioned in G1:
@jimbousa1776
@lacarpetronm
@eyeh8trump
@rsexpress212
@saltytankerr
@luckboxwinnerr
@marsha579l
@koonskarl
@dianacialino
@grothusen_jane

Top Mentioned in G2:
@humanitepaix
@mariusjacob67
@fxbellamy
@foxnews
@doctor_i_am_the
@michel__leclair
@riseupandresist

Top Mentioned in G3:
@sbeynet
@zulu18360299
@ecrins6

Top Mentioned in G4:
@smashtheeye
@tradcatknight

Top Mentioned in G5:
@dann58638436
@mattjam28
@5shezz4
@drrobertwmarlo1
@cbeckj
@breezergalway
@redeyeanonymous
@sharky_vs_evil
@pawe1ski
@swaledalemutton

Top Mentioned in G6:
@kurtbardella
@gopleader
@committovote
@iansams46

Top Mentioned in G7:
@fleurdotone
@idrissaberkane
@pktoutceci_
@xazalbert
@mvpolitique
@odouthomas
@vivi29355253
@acermendax
@martinblachier

Top Mentioned in G8:
@ayjchan
@user3425664
@petelincoln48
@thelancet
@innominata_
@janeqiuchina
@r_h_ebright
@coreyum
@bryce_nickels
@thesqueaker268

Top Mentioned in G9:
@kleincrime
@m_kubiciel
@tfruehmark
@docwho23
@kn_online

Top Mentioned in G10:
@hefeweizen
@karl_lauterbach

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@noticiascaracol
@yvespdb
@dianacialino
@riverolavic
@foxnews
@eliz_hightower
@pmihail1
@jovempannews
@susanchubb1

Top Tweeters in G1:
@dianacialino
@westwardfree
@renaycharlotte
@koonskarl
@rsnoeljr
@docdeezwhat
@luckboxwinnerr
@eyeh8trump
@kali8989
@mario19795947

Top Tweeters in G2:
@foxnews
@bassinrebel
@bourgeoiseliane
@kiddodig
@cosetterusso
@vacceen
@ladydinet
@heidiune
@tib2407
@michel__leclair

Top Tweeters in G3:
@momotoutcourt
@saraart4
@gerardbondeau
@sbeynet
@nathali38603818
@plarroque
@remlhr
@zulu18360299
@ecrins6
@josephhello34

Top Tweeters in G4:
@qzv00507
@myjournals
@tradcatknight
@enfoqueinforma
@vittorioferram1
@einhornhuhnschm
@bagaidr
@2dedostesta2
@ebazer56
@paulstenton1

Top Tweeters in G5:
@susanchubb1
@maryvanset
@breezergalway
@swaledalemutton
@judysimpson222
@albowers1
@sharky_vs_evil
@ethicalskeptic
@cbeckj
@davidpnoble63

Top Tweeters in G6:
@soulflytry
@happy2bnana
@black56red56
@committovote
@kurtbardella
@marykmaxwell3
@cheechmypeach
@cherie86719841
@threetradewinds
@mychicas3

Top Tweeters in G7:
@natilo999
@idrissaberkane
@mvpolitique
@jahardf
@bplassat
@fleurdotone
@xazalbert
@odouthomas
@ducpaulette
@verity_france

Top Tweeters in G8:
@r_h_ebright
@thelancet
@ayjchan
@petelincoln48
@user3425664
@motleyslate
@bryce_nickels
@thesqueaker268
@janeqiuchina
@innominata_

Top Tweeters in G9:
@rosi_unterwegs
@kn_online
@cote_langues
@dorotheahoffm15
@docwho23
@fraupe7
@sth269
@uwewolef
@m_kubiciel
@tfruehmark

Top Tweeters in G10:
@seddigwerner
@nofear_68
@hefeweizen
@karl_lauterbach
@gerti370
@tw_justus
@heikethurmann
@abrahamdelacy3
@angie_086420


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