SARS-COV, Twitter, 6/13/2021 4:59:02 PM, 256808


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SARS-COV_2021-06-13_02-36-07.xlsx
SARS-COV_2021-06-13_02-36-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/35fEcZd
@jackposobiec
@birb_k
@trdisoprtr
@gladyssmith_cat
@billybostickson
@daoyu15
@jamesdelingpole
@franciscodeasis
@aaronotsuka
@pepesgrandma

Top hashtags:
#كورونا
#dañopulmonar
#realidadvirtual
#كوفيد_19
#fauci
#covid19
#adam

Description:
Description
The graph represents a network of 5,316 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, 13 June 2021 at 09:41 UTC.

The requested start date was Sunday, 13 June 2021 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 12-day, 12-hour, 18-minute period from Sunday, 30 May 2021 at 00:07 UTC to Friday, 11 June 2021 at 12:26 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 : 5316
Unique Edges : 2685
Edges With Duplicates : 6488
Total Edges : 9173
Number of Edge Types : 5
Replies to : 777
Mentions : 1589
Retweet : 2842
MentionsInRetweet : 3332
Tweet : 633
Self-Loops : 679
Reciprocated Vertex Pair Ratio : 0.008827480330071
Reciprocated Edge Ratio : 0.017500475556401
Connected Components : 807
Single-Vertex Connected Components : 244
Maximum Vertices in a Connected Component : 1390
Maximum Edges in a Connected Component : 2922
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.031405
Graph Density : 0.000186058594477206
Modularity : 0.579331
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,316 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, 13 June 2021 at 09:41 UTC.

The requested start date was Sunday, 13 June 2021 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 12-day, 12-hour, 18-minute period from Sunday, 30 May 2021 at 00:07 UTC to Friday, 11 June 2021 at 12:26 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:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-03493-4%3FWT.ec_id%3DNATURE-20210610%26utm_source%3Dnature_etoc%26utm_medium%3Demail%26utm_campaign%3D20210610%26sap-outbound-id%3D0D10DCCE8754EFFD7B2984A82651D5856D4A0A4B
[2] https://www.researchgate.net/journal/Nature-Communications-2041-1723/publication/350010573_SARS-CoV_and_SARS-CoV-2_are_transmitted_through_the_air_between_ferrets_over_more_than_one_meter_distance/links/604c5c19458515e529a40dd8/SARS-CoV-and-SARS-CoV-2-are-transmitted-through-the-air-between-ferrets-over-more-than-one-meter-distance.pdf
[2] https://pubmed.ncbi.nlm.nih.gov/21079686/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC521815/#!po=1.61290
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell%2Fpdf%2FS0092-8674%2821%2900709-1.pdf%3F_returnURL%3Dhttps%253A%252F%252Flinkinghub.elsevier.com%252Fretrieve%252Fpii%252FS0092867421007091%253Fshowall%253Dtrue&rc=0
[1] https://www-forbes-com.cdn.ampproject.org/v/s/www.forbes.com/sites/stevensalzberg/2020/05/04/did-the-whos-endorsement-of-tcm-contribute-to-the-covid-19-pandemic/amp/?usqp=mq331AQHKAFQArABIA%3D%3D&_js_v=a6&_gsa=1#referrer=https%3A%2F%2Fwww.google.com&csi=1&share=https%3A%2F%2Fwww.forbes.com%2Fsites%2Fstevensalzberg%2F2020%2F05%2F04%2Fdid-the-whos-endorsement-of-tcm-contribute-to-the-covid-19-pandemic%2F
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7096887/
[1] https://www.biorxiv.org/cgi/content/short/2021.05.29.446267v1
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z
[1] https://www.microbe.tv/twiv/twiv-762/

Top URLs in Tweet in G3:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7096887/

Top URLs in Tweet in G5:
[1] https://cellandbioscience.biomedcentral.com/articles/10.1186/s13578-021-00609-1?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/MargotLJParker/status/1398901592628269059
[1] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1006698
[1] https://www.youtube.com/watch?v=W0NouyhZvHA&feature=youtu.be

[1] https://www.instagram.com/accounts/login/
[1] https://twitter.com/Jerusalem_Post/status/1398840693636964352
[1] https://scholar.google.com/scholar?start=10&q=ade++%22antibody+dependent+enhancement%22&hl=nl&as_sdt=0,5&as_ylo=2021#d=gs_qabs&u=%23p%3D_a4r4a-0qLUJ
[1] https://novostic.ru/proisshestviya/pozhilym-grazhdanam-v-rossii-rekomendovali-delat-tri-privivki-epivakkoronoj-ot-sars-cov/
[1] https://www.biorxiv.org/cgi/content/short/2021.05.29.446267v1
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-021-03493-4%3FWT.ec_id%3DNATURE-20210610%26utm_source%3Dnature_etoc%26utm_medium%3Demail%26utm_campaign%3D20210610%26sap-outbound-id%3D0D10DCCE8754EFFD7B2984A82651D5856D4A0A4B

Top Domains
Top Domains in Tweet in Entire Graph:
[137] twitter.com
[114] nih.gov
[49] astratv.gr
[34] nature.com
[25] youtube.com
[23] google.com
[21] rcsb.org
[18] biorxiv.org
[17] genomediscovery.org
[16] maghreb-post.de

Top Domains in Tweet in G1:
[1] jimmunol.org
[1] nih.gov

Top Domains in Tweet in G2:
[2] nih.gov
[1] newsweek.com

Top Domains in Tweet in G3:
[20] rcsb.org
[17] nih.gov
[17] google.com
[9] twitter.com
[3] nature.com
[3] linkedin.com
[2] plos.org
[2] armscontrolcenter.org
[2] frontiersin.org
[2] pnas.org

Top Domains in Tweet in G5:
[49] astratv.gr
[30] twitter.com
[13] sporadestv.com
[9] nature.com
[8] nih.gov
[6] biorxiv.org
[4] youtube.com
[4] eordaialive.com
[3] biomedcentral.com
[3] google.com

Top Domains in Tweet in G6:
[19] youtube.com
[2] radioradio.it

Top Domains in Tweet in G7:
[1] nih.gov

Top Domains in Tweet in G8:
[2] webofknowledge.com
[1] twitter.com
[1] nature.com

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

Top Domains in Tweet in G10:
[19] nih.gov
[2] vidal.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[148] كورونا
[81] dañopulmonar
[79] realidadvirtual
[24] كوفيد_19
[20] fauci
[19] covid19
[15] adam
[13] lodijo
[12] ùƒùˆø±ùˆù†ø§
[9] coronavirus



Top Hashtags in Tweet in G3:
[3] pandemic
[3] sars
[2] coronavirus
[2] experts
[1] threat
[1] drastic
[1] government
[1] covid19

Top Hashtags in Tweet in G5:
[6] covid19
[3] fauci
[3] gainoffunction
[2] faucileaks
[2] bioweapons
[1] querdenker
[1] bolsonaropresidenteate20263
[1] ade
[1] death
[1] vaccine

Top Hashtags in Tweet in G6:
[1] covid
[1] stramezzi

Top Hashtags in Tweet in G7:
[100] كورونا

Top Hashtags in Tweet in G10:
[1] kisontcons

Top Words
Top Words in Tweet in Entire Graph:
[4477] sars
[4335] cov
[2513] ãƒ
[1050] ø
[940] î
[917] virus
[770] ù
[643] spike
[587] hiv
[519] shc014

Top Words in Tweet in G1:
[478] sars
[476] cov
[471] jackposobiec
[470] shc014
[469] synthesized
[469] spike
[469] context
[469] replication
[469] competent
[469] mouse

Top Words in Tweet in G2:
[331] sars
[330] cov
[312] vaccine
[311] virus
[304] bioweapon
[304] fauci's
[304] aids
[304] modified
[304] pretext
[303] jamesdelingpole

Top Words in Tweet in G3:
[384] sars
[366] cov
[66] daoyu15
[45] virus
[44] bat
[40] site
[36] spike
[35] fact
[31] sequences
[28] found

Top Words in Tweet in G4:
[2462] ãƒ
[486] hiv
[366] ç
[362] ϋ
[346] ˆã
[244] sars
[244] cov
[243] p24
[243] gf
[243] aslv

Top Words in Tweet in G5:
[716] î
[444] sars
[419] cov
[59] virus
[57] ø
[46] ù
[42] îºî
[35] covid
[35] αναλυτικοί
[35] πίνακες

Top Words in Tweet in G6:
[256] 000
[130] numero
[65] influenza
[65] periodo
[65] gennaio
[65] casi
[64] morti
[63] spagnola
[63] 1918
[63] dicembre

Top Words in Tweet in G7:
[202] sars
[202] cov
[100] جميع
[100] لقاحات
[100] #كورونا
[100] من
[99] farrajk
[99] دراسة
[99] 2012
[99] ملخصها

Top Words in Tweet in G8:
[67] fauci
[55] gain
[55] function
[50] information
[49] study
[48] sars
[48] pepesgrandma
[48] bioweapon
[48] production
[48] emailed

Top Words in Tweet in G9:
[125] sars
[125] cov
[100] paper
[50] fauci
[50] sent
[50] urgent
[50] email
[50] attached
[50] abstract
[50] using

Top Words in Tweet in G10:
[81] sars
[42] presque
[42] incroyable
[42] qu
[42] aucun
[42] mainstream
[42] intéresse
[42] aux
[42] déclarations
[42] peter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4158] sars,cov
[1819] ãƒ,ãƒ
[644] î,î
[509] mouse,adapted
[508] adapted,sars
[507] cov,backbone
[483] shc014,spike
[479] synthesized,shc014
[479] spike,context
[479] context,replication

Top Word Pairs in Tweet in G1:
[474] sars,cov
[469] synthesized,shc014
[469] shc014,spike
[469] spike,context
[469] context,replication
[469] replication,competent
[469] competent,mouse
[469] mouse,adapted
[469] adapted,sars
[469] cov,backbone

Top Word Pairs in Tweet in G2:
[330] sars,cov
[305] cov,virus
[304] vaccine,bioweapon
[304] bioweapon,fauci's
[304] fauci's,aids
[304] aids,modified
[304] modified,sars
[304] virus,pretext
[303] jamesdelingpole,vaccine
[9] caution,proceeding

Top Word Pairs in Tweet in G3:
[343] sars,cov
[21] bat,covs
[20] including,sars
[19] sequences,found
[18] drntrd,sequences
[18] found,sars
[18] cov,many
[18] many,bat
[18] cov,sars
[18] cov,virus

Top Word Pairs in Tweet in G4:
[1805] ãƒ,ãƒ
[244] sars,cov
[243] p24,hiv
[243] hiv,gf
[243] gf,aslv
[181] ϋ,؋
[164] 月ï,æ
[164] æ,ãƒ
[164] ãƒ,トペãƒ
[164] トペãƒ,ãƒ

Top Word Pairs in Tweet in G5:
[499] î,î
[400] sars,cov
[42] î,îºî
[37] îºî,î
[35] αναλυτικοί,πίνακες
[34] î,îµï
[34] îµï,î
[32] î,îºîµï
[31] cov,î
[31] νέες,μολύνσεις

Top Word Pairs in Tweet in G6:
[127] 000,000
[65] periodo,gennaio
[65] numero,casi
[65] 000,numero
[64] numero,morti
[63] influenza,spagnola
[63] spagnola,periodo
[63] gennaio,1918
[63] 1918,dicembre
[63] dicembre,1920

Top Word Pairs in Tweet in G7:
[202] sars,cov
[100] جميع,لقاحات
[100] لقاحات,#كورونا
[100] #كورونا,sars
[99] دراسة,2012
[99] 2012,ملخصها
[99] ملخصها,جميع
[99] cov,تحفز
[99] تحفز,الأجسام
[99] الأجسام,المضادة

Top Word Pairs in Tweet in G8:
[55] gain,function
[48] bioweapon,production
[48] production,information
[48] information,emailed
[48] emailed,fauci
[48] fauci,came
[48] came,2005
[48] 2005,gain
[48] function,study
[48] study,institute

Top Word Pairs in Tweet in G9:
[125] sars,cov
[50] fauci,sent
[50] sent,urgent
[50] urgent,email
[50] email,paper
[50] paper,attached
[50] attached,abstract
[50] abstract,paper
[50] paper,using
[50] using,sars

Top Word Pairs in Tweet in G10:
[42] presque,incroyable
[42] incroyable,qu
[42] qu,aucun
[42] aucun,mainstream
[42] mainstream,intéresse
[42] intéresse,aux
[42] aux,déclarations
[42] déclarations,peter
[42] peter,daszak
[42] daszak,2016

Top Replied-To
Top Replied-To in Entire Graph:
@lab_leak
@sagent616
@stuartjdneil
@daoyu15
@aloveglow
@yannfaurexr
@ydeigin
@ayjchan
@lawrencesellin
@trishthedish_7

Top Replied-To in G1:
@jackposobiec
@kathy7klm
@davidvallejo

Top Replied-To in G2:
@stevenstritt
@christi06249366
@sariellaforever
@unsteadyeddy

Top Replied-To in G3:
@lab_leak
@daoyu15
@stuartjdneil
@yannfaurexr
@ydeigin
@ayjchan
@cheomitii
@yangyang_cheng
@billybostickson
@inwuchang

Top Replied-To in G5:
@yourmirrors

Top Replied-To in G6:
@angrymercurio
@claudio_2022

Top Replied-To in G7:
@farrajk

Top Replied-To in G8:
@demottjon
@cjcohan
@02percent_
@overcatbe

Top Replied-To in G9:
@abeaches1

Top Replied-To in G10:
@jbonef
@batatafliou_

Top Mentioned
Top Mentioned in Entire Graph:
@jackposobiec
@jamesdelingpole
@aaronotsuka
@farrajk
@navroopsingh_
@patologcritica
@daoyu15
@spank75
@bobby_network
@icandecide

Top Mentioned in G1:
@jackposobiec
@r0b0tspider
@tchaffin65

Top Mentioned in G2:
@jamesdelingpole
@mattersseeking
@heidegger79
@thirstyworks
@bhediyaa
@controscience
@jeffereyjaxen
@pip_reaper
@l00k0verthere
@sariellaforever

Top Mentioned in G3:
@daoyu15
@ayjchan
@billybostickson
@lab_leak
@quay_dr
@stuartjdneil
@edwardcholmes
@amymaxmen
@ico_dna
@crof

Top Mentioned in G4:
@aaronotsuka
@kanaugust
@jamesdelingpole

Top Mentioned in G5:
@9696196chan
@namikof
@godwrath4
@ilupobianco
@niacinishealth
@cdclink
@goniec
@stonehillbirch

Top Mentioned in G6:
@spank75
@youtube
@noitre32
@max18362869
@claudio_2022
@igorv01519720
@radioradioweb
@angrymercurio
@isj135
@sapienza121

Top Mentioned in G7:
@farrajk
@arenom7

Top Mentioned in G8:
@pepesgrandma
@1foreverseeking
@benfranklinmd1
@canuckbuc
@a13kf2
@itruztscience
@crypto_mckenna
@trader1sz
@elshaddai3171
@carolin04912229

Top Mentioned in G9:
@andrewsaystv
@abeaches1
@jackposobiec
@cdekeane

Top Mentioned in G10:
@reinfocovid
@niusmarco
@dover63a
@bezombes_jm
@yvespdb
@rondeaul
@danaand52659239
@jbonef

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@odio_nao
@souljahsingh
@vivacoid
@tadeu_alves
@inabster
@___denise___eu_
@jjauthor
@menabster
@monty_chadha

Top Tweeters in G1:
@souljahsingh
@pauloparmm
@daminous_purity
@_yvonneburton
@tres444
@jimpolk
@sandoly
@elizbethlmaness
@adudefromnowere
@birrdytalk

Top Tweeters in G2:
@oldsalz
@starsparkle_uk
@princessofwails
@cjsienna55
@abbavitch
@nelliejs501
@richlin11a
@mouldssylvia
@awakenowready
@maturefinancier

Top Tweeters in G3:
@threadreaderapp
@inabster
@menabster
@bassaces1
@polluxeblog
@luigi_warren
@julieagannon
@abhinary
@bouche_bee
@allahpundit

Top Tweeters in G4:
@sumiremiya
@lebleudeciel38
@hossy1987
@loveashxxx
@9b3or2qditmbdcd
@tamejirou
@teruterumania
@kanshaarunomi
@kamezuki
@priest7774

Top Tweeters in G5:
@tadeu_alves
@thalassa2008
@infoitsalute
@blackphysicists
@astratv1
@theobjective_es
@malaysiagazette
@deletedbymps
@kokikokiya
@canyon_type_r

Top Tweeters in G6:
@vaniacavi
@razorblack66
@noitre32
@juanne78
@alien1it
@alpardu
@carpanesesilva1
@claudio_2022
@maryljacb
@maryspes

Top Tweeters in G7:
@mutalabala
@m13noor3
@15sr640
@waseetnajd28
@1khbtw6
@hasan08931491
@pi5po
@hamdeto0107070
@khm_1177
@sami4472

Top Tweeters in G8:
@xformed
@wendydcoe
@putzie63
@rvogt1_cba
@cocothepatriot
@waybaby
@justjoeaz1
@tellusmoor
@samanthacea
@hardestofrock

Top Tweeters in G9:
@tyrelle123
@maegan_laporte
@ericsteelelive
@klaagblondy
@blueyes9445
@bcgift
@garden_nome1
@kathy19090674
@karicares4u
@justine01848685

Top Tweeters in G10:
@madrynha2012
@yvespdb
@vicmahec
@scrathefox
@realpunkspirit
@sdautriche95
@kriefkriefbis
@jdlfontainexxi
@florencecacault
@jf3bdepiney


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