SARS-COV, Twitter, 12/12/2022 4:39:21 PM, 286102


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SARS-COV_2022-12-12_02-45-01.xlsx
SARS-COV_2022-12-12_02-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 12, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3VP0slj
@humanitepaix
@washburnealex
@ayjchan
@natanielruizg
@ultiguard
@sitsilver
@sciencecohen
@motleyslate
@tactnowinfo
@mskaywoo

Top hashtags:
#covid19
#coverpage
#science
#newsbreak
#estamosrodeados
#sarscov2
#coronavirus

Description:
Description
The graph represents a network of 1,008 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, 12 December 2022 at 10:46 UTC.

The requested start date was Monday, 12 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 11-day, 8-hour, 14-minute period from Monday, 28 November 2022 at 03:36 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 : 1008
Unique Edges : 741
Edges With Duplicates : 578
Total Edges : 1319
Number of Edge Types : 5
Retweet : 231
MentionsInRetweet : 379
Replies to : 236
Tweet : 139
Mentions : 334
Self-Loops : 150
Reciprocated Vertex Pair Ratio : 0.00340522133938706
Reciprocated Edge Ratio : 0.00678733031674208
Connected Components : 280
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 81
Maximum Edges in a Connected Component : 209
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.553044
Graph Density : 0.000870887911602907
Modularity : 0.696674
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,008 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, 12 December 2022 at 10:46 UTC.

The requested start date was Monday, 12 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 11-day, 8-hour, 14-minute period from Monday, 28 November 2022 at 03:36 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:
[5] https://www.csape.international/
[3] 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://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
[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/
[2] https://philipmcmillan.substack.com/p/why-was-a-vaccine-not-developed-against
[2] https://www.njctw.com/
[2] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1

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

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://www.researchsquare.com/article/rs-2245843/v1
[2] https://twitter.com/MedicalScitech/status/1577317676795547650
[2] https://awesomecapital.blogspot.com/2022/12/anatomical-barriers-shield-brain-from.html?spref=tw
[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

Top URLs in Tweet in G3:
[2] https://en.m.wikipedia.org/wiki/Arginylglycylaspartic_acid
[1] https://usrtk.org/wp-content/uploads/2021/02/Baric-Emails-2.17.21.pdf

Top URLs in Tweet in G4:
[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 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://www.infectioncontroltoday.com/view/viewpoint-here-s-why-covid-19-is-much-worse-than-flu

Top URLs in Tweet in G9:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9062939/
[1] https://www.youtube.com/watch?v=AprmM4pYI6E&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[26] twitter.com
[19] nih.gov
[6] biorxiv.org
[5] csape.international
[5] newsbreak.com
[4] springer.com
[4] nature.com
[4] maghreb-post.de
[3] acs.org
[3] njctw.com

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

Top Domains in Tweet in G2:
[14] twitter.com
[7] nih.gov
[5] newsbreak.com
[4] maghreb-post.de
[2] researchsquare.com
[2] nature.com
[2] myjournals.org
[2] blogspot.com
[1] linkedin.com
[1] federalregister.gov

Top Domains in Tweet in G3:
[2] wikipedia.org
[1] usrtk.org

Top Domains in Tweet in G4:
[1] theintercept.com
[1] twitter.com
[1] tandfonline.com
[1] nih.gov

Top Domains in Tweet in G6:
[1] sciencedirect.com
[1] biorxiv.org

Top Domains in Tweet in G8:
[1] infectioncontroltoday.com

Top Domains in Tweet in G9:
[1] nih.gov
[1] youtube.com

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



Top Hashtags in Tweet in G2:
[4] covid19
[2] covid
[2] science
[2] newsbreak
[1] chinacovid
[1] coronavirus
[1] spike
[1] omicron
[1] pancoronavirus
[1] antiviral

Top Hashtags in Tweet in G9:
[1] davos
[1] brunomegarbane

Top Words
Top Words in Tweet in Entire Graph:
[611] sars
[595] cov
[105] virus
[84] crime
[83] contre
[81] conjointe
[81] plainte
[81] internationale
[81] d'avocats
[81] cour

Top Words in Tweet in G1:
[84] crime
[81] d'avocats
[81] conjointe
[81] plainte
[81] internationale
[81] cour
[81] internationaux
[80] contre
[74] humanitepaix
[43] nale

Top Words in Tweet in G2:
[109] cov
[108] sars
[16] virus
[10] coronavirus
[9] covid
[8] spike
[7] research
[7] mers
[6] 2015
[6] acid

Top Words in Tweet in G3:
[21] insert
[21] cov
[21] washburnealex
[20] observation
[20] nature
[20] pandemic
[20] improbable
[20] years
[20] based
[20] exactly

Top Words in Tweet in G4:
[15] sars
[13] cov
[5] ayjchan
[3] study
[3] janeqiuchina
[3] bats
[3] sciencecohen
[3] those
[2] please
[2] thought

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:
[28] calling
[18] sars
[17] cov
[15] sars2
[14] start
[14] stop
[14] those
[14] demand
[14] aids
[14] language

Top Words in Tweet in G7:
[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 G8:
[16] sars
[15] cov
[5] 2002
[5] covid
[5] flu
[4] snide_sally
[4] grneyedgoddes
[4] andersonafdmdep
[3] people
[3] festinalenteaaa

Top Words in Tweet in G9:
[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 G10:
[10] zoonose
[7] cov
[7] sars
[6] karl_lauterbach
[5] meinung
[5] war
[5] die
[5] kenne
[5] albernen
[5] jemand

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[561] sars,cov
[81] internationaux,cour
[81] d'avocats,internationaux
[81] conjointe,d'avocats
[81] plainte,conjointe
[80] crime,contre
[43] gã,nocide
[43] cour,pã
[43] nale,internationale
[43] pã,nale

Top Word Pairs in Tweet in G1:
[81] conjointe,d'avocats
[81] d'avocats,internationaux
[81] internationaux,cour
[81] plainte,conjointe
[80] crime,contre
[43] cour,pã
[43] gã,nocide
[43] pã,nale
[43] nale,internationale
[43] internationale,gã

Top Word Pairs in Tweet in G2:
[101] sars,cov
[16] cov,sars
[6] mers,cov
[5] against,sars
[5] involved,sars
[5] functionâ,research
[5] cov,gain
[5] gain,functionâ
[5] document,shows
[5] coronavirus,sars

Top Word Pairs in Tweet in G3:
[20] based,observation
[20] improbable,nature
[20] pandemic,exactly
[20] nature,based
[20] insert,improbable
[20] observation,years
[20] global,pandemic
[20] years,global
[19] washburnealex,insert
[19] exactly,whatâ

Top Word Pairs in Tweet in G4:
[13] sars,cov
[2] user3425664,petelincoln48
[2] bats,sars
[2] thelancet,please
[2] ayjchan,thelancet
[2] carefully,documents
[2] consider,one
[2] denies,section
[2] fascinating,details
[2] cov,first

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

Top Word Pairs in Tweet in G6:
[17] 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] aids,start

Top Word Pairs in Tweet in G7:
[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 G8:
[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 Word Pairs in Tweet in G9:
[10] sars,cov
[5] fadaises,officielles
[5] éloigné,fadaises
[5] origines,sars
[5] officielles,parole
[5] cov,contenu
[5] très,éloigné
[5] parole,frelatée
[5] anglais,séminaire
[5] séminaire,origines

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

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

Top Replied-To in G1:
@doctor_i_am_the
@realamvoice
@syndicatgj
@vukuzman
@mariusjacob67
@engiepartfr
@cic
@micheben

Top Replied-To in G3:
@mbalter
@pandowhisperer
@washburnealex
@drjohnb2
@philippmattheis
@mstandaert
@reluctantlyjoe

Top Replied-To in G4:
@treb1111
@ayjchan
@think_fungus
@janeqiuchina
@engineer2the

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

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

Top Replied-To in G7:
@iansams46

Top Replied-To in G8:
@festinalenteaaa
@dmchattie99
@cooltxchick
@erwinbuis1
@tedcruz

Top Replied-To in G9:
@skell_thomas
@verity_france
@centuriesoflies

Top Replied-To in G10:
@sitztvornlinks
@karl_lauterbach

Top Mentioned
Top Mentioned in Entire Graph:
@humanitepaix
@syndicatgj
@washburnealex
@kurtbardella
@gopleader
@committovote
@iansams46
@wabbit011235813
@jh16124219
@mbalter

Top Mentioned in G1:
@humanitepaix
@syndicatgj
@mariusjacob67
@circonscripti18
@micheben
@vukuzman
@foxnews
@doctor_i_am_the

Top Mentioned in G2:
@tradcatknight
@cmencke

Top Mentioned in G3:
@washburnealex
@jh16124219
@mbalter
@thejikky
@charlesrixey
@beijingpalmer
@varro_analytics
@ayjchan

Top Mentioned in G4:
@ayjchan
@sciencecohen
@r_h_ebright
@janeqiuchina
@user3425664
@petelincoln48
@thelancet
@theintercept
@amymaxmen
@joelachenbach

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

Top Mentioned in G6:
@wabbit011235813
@realcheckmarker
@t_brautigan
@findwhy
@fitterhappieraj
@leonardibot
@mariagallegobl
@stroudcorona
@smallredone
@snj_1970

Top Mentioned in G7:
@kurtbardella
@gopleader
@committovote
@iansams46

Top Mentioned in G8:
@snide_sally
@grneyedgoddes
@andersonafdmdep
@baconpretzel
@newscomauhq
@nanciguestrdphd
@laffersnapkin
@lyndzbeck
@ramsayfolk
@tkscoggins

Top Mentioned in G9:
@fleurdotone
@idrissaberkane
@pktoutceci_
@xazalbert
@mvpolitique
@odouthomas
@vivi29355253
@acermendax
@martinblachier

Top Mentioned in G10:
@karl_lauterbach
@hefeweizen
@nancyfaeser

Top Tweeters
Top Tweeters in Entire Graph:
@noticiascaracol
@uniquecmoi
@yvespdb
@riverolavic
@foxnews
@the_hindu
@eliz_hightower
@pmihail1
@eliot_meredith
@jovempannews

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

Top Tweeters in G2:
@qzv00507
@myjournals
@cmencke
@tradcatknight
@enfoqueinforma
@vittorioferram1
@mi6rogue
@itsjustmeeheh
@magchange_73
@dunster14

Top Tweeters in G3:
@lissnup
@wellnessfr
@mbalter
@444cin444
@jaimeraulmolina
@beijingpalmer
@proffatihacanli
@greg21143362
@reluctantlyjoe
@johndpmorgan

Top Tweeters in G4:
@r_h_ebright
@theintercept
@jessicalexicus
@svscarpino
@thelancet
@ayjchan
@petelincoln48
@amymaxmen
@joelachenbach
@manlius84

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

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

Top Tweeters in G7:
@soulflytry
@happy2bnana
@black56red56
@committovote
@kurtbardella
@marykmaxwell3
@cheechmypeach
@cherie86719841
@threetradewinds
@mychicas3

Top Tweeters in G8:
@newscomauhq
@sky_lee_1
@cooltxchick
@snide_sally
@nanciguestrdphd
@laffersnapkin
@tedcruz
@grneyedgoddes
@ramsayfolk
@dmchattie99

Top Tweeters in G9:
@natilo999
@idrissaberkane
@mvpolitique
@jahardf
@bplassat
@fleurdotone
@xazalbert
@odouthomas
@verity_france
@ducpaulette

Top Tweeters in G10:
@seddigwerner
@horkar2
@sitztvornlinks
@hefeweizen
@karl_lauterbach
@gerti370
@tw_justus
@heikethurmann
@nancyfaeser


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