SARS-COV, Twitter, 12/10/2022 11:55:01 AM, 285949


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SARS-COV_2022-12-10_03-50-25.xlsx
SARS-COV_2022-12-10_03-50-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 10, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3W5dOJZ
@humanitepaix
@washburnealex
@fleurdotone
@natilo999
@ayjchan
@natanielruizg
@cpt_fantabulous
@sitsilver
@ultiguard
@idrissaberkane

Top hashtags:
#covid19
#coverpage
#science
#sarscov2
#coronavirus
#covid
#biolabs
#newsbreak

Description:
Description
The graph represents a network of 1,367 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 Saturday, 10 December 2022 at 11:51 UTC.

The requested start date was Saturday, 10 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, 10-hour, 38-minute period from Saturday, 26 November 2022 at 01:13 UTC to Friday, 09 December 2022 at 11:51 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 : 1367
Unique Edges : 1083
Edges With Duplicates : 851
Total Edges : 1934
Number of Edge Types : 5
Retweet : 349
MentionsInRetweet : 629
Replies to : 318
Tweet : 185
Mentions : 453
Self-Loops : 198
Reciprocated Vertex Pair Ratio : 0.00534351145038168
Reciprocated Edge Ratio : 0.0106302201974184
Connected Components : 349
Single-Vertex Connected Components : 91
Maximum Vertices in a Connected Component : 125
Maximum Edges in a Connected Component : 310
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.741253
Graph Density : 0.000705288107782161
Modularity : 0.698918
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,367 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 Saturday, 10 December 2022 at 11:51 UTC.

The requested start date was Saturday, 10 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, 10-hour, 38-minute period from Saturday, 26 November 2022 at 01:13 UTC to Friday, 09 December 2022 at 11:51 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:
[7] https://www.csape.international/
[4] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[3] 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
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[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.biorxiv.org/content/10.1101/2022.11.23.517609v1
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4261026/#!po=61.7470
[2] https://awesomecapital.blogspot.com/2022/12/anatomical-barriers-shield-brain-from.html?spref=tw
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8577621/
[2] https://pubmed.ncbi.nlm.nih.gov/22536382/

Top URLs in Tweet in G1:
[7] https://www.csape.international/
[1] https://twitter.com/Doctor_I_am_The/status/1596494039452360706
[1] https://twitter.com/Doctor_I_am_The/status/1597761617990909953
[1] https://twitter.com/Nester26084045/status/1597384799035224064

Top URLs in Tweet in G2:
[3] 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://awesomecapital.blogspot.com/2022/12/anatomical-barriers-shield-brain-from.html?spref=tw
[1] https://sandesh.com/health-fitness/btsy2-has-similarities-to-sars-cov-2-lurking-in-bats-scientists-say-it-has-the-potential-to-jump-to-humans
[1] https://sandesh.com/d
[1] https://patents.justia.com/inventor/sherif-r-zaki
[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

Top URLs in Tweet in G4:
[2] https://en.m.wikipedia.org/wiki/Arginylglycylaspartic_acid
[1] https://usrtk.org/wp-content/uploads/2021/02/Baric-Emails-2.17.21.pdf
[1] https://patents.google.com/patent/WO2005081716A2/en

Top URLs in Tweet in G6:
[1] https://www.sciencedirect.com/topics/medicine-and-dentistry/human-coronavirus-oc43
[1] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1

Top URLs in Tweet in G8:
[1] https://theintercept.com/2021/09/23/coronavirus-research-grant-darpa/
[1] https://twitter.com/angie_rasmussen/status/1595750984915247105
[1] https://www.tandfonline.com/doi/full/10.1080/08830185.2021.1883600
[1] https://pubmed.ncbi.nlm.nih.gov/29190287/

Top URLs in Tweet in G10:
[1] https://www.infectioncontroltoday.com/view/viewpoint-here-s-why-covid-19-is-much-worse-than-flu

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



Top Hashtags in Tweet in G1:
[1] pfizergate
[1] repentinitis
[1] plandemia

Top Hashtags in Tweet in G2:
[4] covid19
[2] coronavirus
[2] covid
[2] science
[2] newsbreak
[1] healthenews
[1] btsy2
[1] alert
[1] bats
[1] chinacovid

Top Hashtags in Tweet in G6:
[1] science
[1] lockdown
[1] flu
[1] covid
[1] rsv
[1] tetnnis
[1] booster
[1] vaccines

Top Words
Top Words in Tweet in Entire Graph:
[867] sars
[860] cov
[139] virus
[139] contre
[122] covid
[107] crime
[98] conjointe
[98] plainte
[98] internationale
[98] d'avocats

Top Words in Tweet in G1:
[107] crime
[98] cour
[98] pénale
[98] génocide
[98] d'avocats
[98] plainte
[98] conjointe
[98] internationale
[98] internationaux
[96] contre

Top Words in Tweet in G2:
[140] cov
[139] sars
[23] virus
[13] coronavirus
[12] covid
[10] 19
[10] spike
[10] protein
[9] cells
[9] mers

Top Words in Tweet in G3:
[2] 19
[2] godsarmyofhmrs
[2] eyeh8trump
[2] luckboxwinnerr
[2] lacarpetronm
[2] cov
[2] marsha579l
[2] rsexpress212
[2] covid
[2] saltytankerr

Top Words in Tweet in G4:
[22] cov
[21] insert
[21] washburnealex
[20] observation
[20] nature
[20] pandemic
[20] improbable
[20] years
[20] based
[20] exactly

Top Words in Tweet in G5:
[40] contre
[39] covid
[39] n'a
[39] sbeynet
[39] injections
[39] donc
[39] sont
[39] expérimentales
[39] oui
[39] génétiques

Top Words in Tweet in G6:
[28] calling
[25] sars
[24] cov
[15] stop
[15] sars2
[14] demand
[14] language
[14] aids
[14] start
[14] those

Top Words in Tweet in G7:
[7] cov
[6] sars
[4] one
[4] petersweden7
[2] take
[2] sequences
[2] research
[2] identity
[2] much
[2] virus

Top Words in Tweet in G8:
[15] sars
[13] cov
[5] ayjchan
[3] those
[3] janeqiuchina
[3] study
[3] bats
[3] sciencecohen
[2] fascinating
[2] first

Top Words in Tweet in G9:
[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 G10:
[16] sars
[15] cov
[5] 2002
[5] covid
[5] flu
[4] snide_sally
[4] grneyedgoddes
[4] andersonafdmdep
[3] people
[3] festinalenteaaa

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

Top Word Pairs in Tweet in G1:
[98] internationaux,cour
[98] d'avocats,internationaux
[98] conjointe,d'avocats
[98] plainte,conjointe
[98] pénale,internationale
[98] internationale,génocide
[98] cour,pénale
[96] crime,contre
[96] génocide,crime
[45] contre,humanité

Top Word Pairs in Tweet in G2:
[130] sars,cov
[16] cov,sars
[9] covid,19
[8] mers,cov
[8] coronavirus,sars
[6] against,sars
[6] cov,mers
[5] gain,function
[5] involved,sars
[5] function,research

Top Word Pairs in Tweet in G3:
[2] godsarmyofhmrs,jimbousa1776
[2] rsexpress212,saltytankerr
[2] lacarpetronm,eyeh8trump
[2] saltytankerr,luckboxwinnerr
[2] luckboxwinnerr,marsha579l
[2] eyeh8trump,rsexpress212
[2] jimbousa1776,lacarpetronm

Top Word Pairs in Tweet in G4:
[20] based,observation
[20] nature,based
[20] improbable,nature
[20] global,pandemic
[20] insert,improbable
[20] pandemic,exactly
[20] observation,years
[20] years,global
[19] washburnealex,insert
[17] sars,cov

Top Word Pairs in Tweet in G5:
[39] donc,injections
[39] expérimentales,contre
[39] ecrins6,sbeynet
[39] sbeynet,oui
[39] covid,sont
[39] génétiques,expérimentales
[39] vaccins,n'a
[39] contre,covid
[39] oui,donc
[39] injections,génétiques

Top Word Pairs in Tweet in G6:
[24] sars,cov
[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] sars2,know

Top Word Pairs in Tweet in G7:
[6] sars,cov
[2] conclude,sars
[2] really,take
[2] research,conclude
[2] maryvanset,really
[2] take,much
[2] much,research
[2] petersweden7,maryvanset

Top Word Pairs in Tweet in G8:
[13] sars,cov
[2] saying,research
[2] cov,first
[2] janeqiuchina,user3425664
[2] user3425664,petelincoln48
[2] denies,section
[2] fascinating,details
[2] study,sars
[2] individual,bats
[2] ayjchan,thelancet

Top Word Pairs in Tweet in G9:
[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 G10:
[15] sars,cov
[4] grneyedgoddes,andersonafdmdep
[3] snide_sally,grneyedgoddes
[3] festinalenteaaa,snide_sally
[3] emerged,2002
[2] ace2,receptors
[2] cov,2002
[2] cov,virus
[2] andersonafdmdep,sars
[2] uses,ace2

Top Replied-To
Top Replied-To in Entire Graph:
@docposton
@doctor_i_am_the
@realamvoice
@festinalenteaaa
@evasaralindberg
@deepbrook1977
@oddpursuits
@t_brautigan
@elonmusk
@syndicatgj

Top Replied-To in G1:
@doctor_i_am_the
@realamvoice
@syndicatgj
@vukuzman
@riseupandresist
@michel__leclair
@mariusjacob67
@m_kolakusicfr
@engiepartfr
@cic

Top Replied-To in G3:
@godsarmyofhmrs

Top Replied-To in G4:
@mbalter
@pandowhisperer
@washburnealex
@drjohnb2
@philippmattheis
@mstandaert
@reluctantlyjoe
@aghuff

Top Replied-To in G5:
@ecrins6

Top Replied-To in G6:
@t_brautigan
@glirarium
@mariagallegobl
@fitterhappieraj

Top Replied-To in G7:
@petersweden7
@susanchubb1
@cdlatour

Top Replied-To in G8:
@treb1111
@ayjchan
@think_fungus
@janeqiuchina
@engineer2the

Top Replied-To in G9:
@iansams46

Top Replied-To in G10:
@festinalenteaaa
@goatmaster1488
@dmchattie99
@cooltxchick
@erwinbuis1
@tedcruz

Top Mentioned
Top Mentioned in Entire Graph:
@humanitepaix
@sbeynet
@zulu18360299
@ecrins6
@syndicatgj
@washburnealex
@kurtbardella
@gopleader
@committovote
@iansams46

Top Mentioned in G1:
@humanitepaix
@syndicatgj
@m_kolakusicfr
@mariusjacob67
@doctor_i_am_the
@circonscripti18
@fxbellamy
@micheben
@sjulietaguilar1
@vukuzman

Top Mentioned in G2:
@tradcatknight
@cmencke

Top Mentioned in G3:
@jimbousa1776
@lacarpetronm
@eyeh8trump
@rsexpress212
@saltytankerr
@luckboxwinnerr
@marsha579l
@cpt_fantabulous
@godsarmyofhmrs
@koons

Top Mentioned in G4:
@washburnealex
@jh16124219
@mbalter
@charlesrixey
@thejikky
@beijingpalmer
@varro_analytics
@ayjchan
@mirandadevine
@alexberenson

Top Mentioned in G5:
@sbeynet
@zulu18360299
@ecrins6

Top Mentioned in G6:
@wabbit011235813
@realcheckmarker
@t_brautigan
@ellingulrich
@findwhy
@fitterhappieraj
@leonardibot
@mariagallegobl
@stroudcorona
@smallredone

Top Mentioned in G7:
@petersweden7
@maryvanset
@dann58638436
@mattjam28
@5shezz4
@drrobertwmarlo1
@cbeckj
@breezergalway
@redeyeanonymous
@sharky_vs_evil

Top Mentioned in G8:
@ayjchan
@sciencecohen
@r_h_ebright
@janeqiuchina
@user3425664
@petelincoln48
@thelancet
@theintercept
@amymaxmen
@joelachenbach

Top Mentioned in G9:
@kurtbardella
@gopleader
@committovote
@iansams46

Top Mentioned in G10:
@snide_sally
@grneyedgoddes
@andersonafdmdep
@baconpretzel
@newscomauhq
@nanciguestrdphd
@laffersnapkin
@lyndzbeck
@ramsayfolk
@tkscoggins

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@bellesapepper37
@noticiascaracol
@uniquecmoi
@yvespdb
@dianacialino
@riverolavic
@foxnews
@alexbassmanrock
@the_hindu

Top Tweeters in G1:
@uniquecmoi
@yvespdb
@foxnews
@eliot_meredith
@marcchastillon
@dett67
@bassinrebel
@bourgeoiseliane
@kiddodig
@cosetterusso

Top Tweeters in G2:
@alexbassmanrock
@qzv00507
@myjournals
@sandeshnews
@cmencke
@biorxivpreprint
@tradcatknight
@enfoqueinforma
@vittorioferram1
@mi6rogue

Top Tweeters in G3:
@dianacialino
@westwardfree
@renaycharlotte
@koonskarl
@rsnoeljr
@docdeezwhat
@luckboxwinnerr
@lacarpetronm
@eyeh8trump
@kali8989

Top Tweeters in G4:
@lissnup
@wellnessfr
@mbalter
@444cin444
@jaimeraulmolina
@beijingpalmer
@mirandadevine
@proffatihacanli
@greg21143362
@reluctantlyjoe

Top Tweeters in G5:
@momotoutcourt
@saraart4
@gerardbondeau
@sbeynet
@mehetia1
@nathali38603818
@plarroque
@remlhr
@zulu18360299
@ecrins6

Top Tweeters in G6:
@wokabaut_meri
@gerellen
@taylors11264605
@findwhy
@alexanderodoran
@judyandhuahua
@mariagallegobl
@harryspoelstra
@fitterhappieraj
@snj_1970

Top Tweeters in G7:
@susanchubb1
@maryvanset
@breezergalway
@swaledalemutton
@judysimpson222
@albowers1
@sharky_vs_evil
@cbeckj
@ethicalskeptic
@davidpnoble63

Top Tweeters in G8:
@r_h_ebright
@theintercept
@jessicalexicus
@svscarpino
@thelancet
@ayjchan
@petelincoln48
@amymaxmen
@joelachenbach
@manlius84

Top Tweeters in G9:
@soulflytry
@happy2bnana
@black56red56
@committovote
@kurtbardella
@marykmaxwell3
@cheechmypeach
@cherie86719841
@threetradewinds
@mychicas3

Top Tweeters in G10:
@newscomauhq
@sky_lee_1
@cooltxchick
@snide_sally
@nanciguestrdphd
@laffersnapkin
@tedcruz
@grneyedgoddes
@ramsayfolk
@dmchattie99


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