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SARS-COV_2022-09-16_02-30-24.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3eVzesK
@chriscottonstat
@humanitepaix
@2dedostesta2
@fr33people
@atomskssanakan
@gabinjean3
@youtube
@ganguskhan777
@pierremarti51
@mzerettecather1

Top hashtags:
#fetp
#covid19
#omicron
#originsofcovid
#centaurus
#derivetotalitaire

Description:
Description
The graph represents a network of 1,383 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 Friday, 16 September 2022 at 09:31 UTC.

The requested start date was Friday, 16 September 2022 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 13-day, 12-hour, 18-minute period from Friday, 02 September 2022 at 00:07 UTC to Thursday, 15 September 2022 at 12:25 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 : 1383
Unique Edges : 836
Edges With Duplicates : 1641
Total Edges : 2477
Number of Edge Types : 5
Replies to : 232
Mentions : 783
Retweet : 572
MentionsInRetweet : 786
Tweet : 104
Self-Loops : 109
Reciprocated Vertex Pair Ratio : 0.00929614873837981
Reciprocated Edge Ratio : 0.0184210526315789
Connected Components : 181
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 429
Maximum Edges in a Connected Component : 978
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.353935
Graph Density : 0.000795267738394585
Modularity : 0.590374
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,383 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 Friday, 16 September 2022 at 09:31 UTC.

The requested start date was Friday, 16 September 2022 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 13-day, 12-hour, 18-minute period from Friday, 02 September 2022 at 00:07 UTC to Thursday, 15 September 2022 at 12:25 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://usrtk.org/tag/peter-hotez/
[3] https://www.westernjournal.com/doctor-discovered-hiv-confident-covid-19-created-lab/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2660061/
[3] https://patents.google.com/patent/US6593111B2/en
[3] https://www.pnas.org/doi/epdf/10.1073/pnas.1735582100
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930868-0%2Ffulltext&rc=0
[3] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[2] https://www.maghreb-post.de/covid-19/marokko-21-coronavirus-sars-cov-2-neuinfektionen-24-stunden/
[2] https://www.forbes.com/sites/williamhaseltine/2022/09/02/hopeful-new-entry-in-the-race-for-a-universal-covid-vaccine/?sh=1e78672012be

Top URLs in Tweet in G1:
[1] https://clinicaltrials.gov/ct2/show/NCT04754594

Top URLs in Tweet in G3:
[3] https://usrtk.org/tag/peter-hotez/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2660061/
[3] https://patents.google.com/patent/US6593111B2/en
[3] https://www.pnas.org/doi/epdf/10.1073/pnas.1735582100
[1] https://twitter.com/sneweyy/status/1570307363806003201
[1] https://twitter.com/PeterHotez/status/1569839349071548419
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7165792/
[1] https://twitter.com/2dedostesta2/status/1564642742176735233
[1] https://twitter.com/2dedostesta2/status/1566824101028790272
[1] https://twitter.com/2dedostesta2/status/1503845238351220736?s=21&t=P9JmLqt-Dmlfih2j6Xg4wQ

Top URLs in Tweet in G5:
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2930868-0%2Ffulltext&rc=0

Top URLs in Tweet in G6:
[1] https://www.reuters.com/legal/government/wait-what-fda-wants-55-years-process-foia-request-over-vaccine-data-2021-11-18/

Top URLs in Tweet in G7:
[1] https://www.reteimprese.it/arts_A53489B50373
[1] https://twitter.com/nesligram2/status/1566078178703073283
[1] https://recoveres.com/durable-natural-oil-based-coating-will-kill-bacteria/
[1] https://www.researchgate.net/publication/350383899
[1] https://www.researchgate.net/figure/RG_fig114_349533673
[1] https://www.researchgate.net/figure/RG_fig115_349533673
[1] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1000849
[1] https://www.niid.go.jp/niid/ja/kansennohanashi/9303-coronavirus.html
[1] http://www.bucurestifm.ro/2022/09/05/oficial-1-176-de-cazuri-noi-de-persoane-infectate-cu-sars-cov/
[1] https://fortune.com/2022/09/05/cansino-china-worlds-first-inhaled-vaccine-omicron/

Top URLs in Tweet in G8:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1769406/
[1] https://twitter.com/elisaperego78/status/1437130334869544961?t=ngC-0wnP9L6BVJnEmvj3Fg&s=19

Top URLs in Tweet in G9:
[1] https://journals.sagepub.com/doi/full/10.1177/0300985820980842
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC249267/pdf/jvirol00058-0453.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[27] twitter.com
[26] nih.gov
[11] sciencedirect.com
[6] nature.com
[6] elsevierhealth.com
[4] myjournals.org
[3] usrtk.org
[3] westernjournal.com
[3] google.com
[3] pnas.org

Top Domains in Tweet in G1:
[1] clinicaltrials.gov

Top Domains in Tweet in G3:
[11] twitter.com
[9] nih.gov
[3] usrtk.org
[3] google.com
[3] pnas.org
[2] nature.com
[1] embopress.org
[1] youtube.com
[1] sciencedirect.com

Top Domains in Tweet in G5:
[3] elsevierhealth.com

Top Domains in Tweet in G6:
[1] reuters.com

Top Domains in Tweet in G7:
[6] twitter.com
[4] myjournals.org
[3] researchgate.net
[2] nature.com
[2] nih.gov
[1] reteimprese.it
[1] recoveres.com
[1] plos.org
[1] go.jp
[1] bucurestifm.ro

Top Domains in Tweet in G8:
[1] nih.gov
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] fetp
[8] covid19
[6] omicron
[5] originsofcovid
[5] centaurus
[4] derivetotalitaire
[3] medias
[3] mainstream
[3] covid_19
[3] coronavirus



Top Hashtags in Tweet in G2:
[1] génocidemondial
[1] gouvernementsassassinsgénocidaires
[1] medias
[1] mainstream

Top Hashtags in Tweet in G3:
[5] originsofcovid
[5] covid19
[5] omicron
[5] centaurus
[3] covid_19
[2] anticuerpo
[2] coronavirus

Top Hashtags in Tweet in G4:
[1] covidisairborne
[1] maskup

Top Hashtags in Tweet in G7:
[1] lissone
[1] certificazione
[1] qualità
[1] sicurezza
[1] ambiente
[1] sarscov2
[1] animal
[1] reservoirs
[1] threat
[1] humanity

Top Words
Top Words in Tweet in Entire Graph:
[663] sars
[622] cov
[250] pfizer
[250] 20
[248] femmes
[247] attendons
[247] impatience
[247] résultats
[247] l'essai
[247] clinique

Top Words in Tweet in G1:
[234] femmes
[233] attendons
[233] impatience
[233] résultats
[233] l'essai
[233] clinique
[233] pfizer
[233] enceintes
[233] terminé
[233] juillet

Top Words in Tweet in G2:
[107] plainte
[107] conjointe
[107] d'avocats
[107] internationaux
[107] cour
[107] pénale
[107] internationale
[105] génocide
[81] crime
[68] contre

Top Words in Tweet in G3:
[95] sars
[92] cov
[23] viruses
[21] lab
[18] samples
[11] possible
[10] release
[10] r_h_ebright
[9] hotez
[9] wiv

Top Words in Tweet in G4:
[118] 22
[118] 000
[59] average
[59] humans
[59] take
[59] breath
[59] day
[59] means
[59] sars
[59] cov

Top Words in Tweet in G5:
[14] virus
[7] sars
[6] mcfunny
[6] viral
[6] cov
[4] coronavirus
[4] fornowago
[3] cyclowarrior
[3] steveskojec
[3] many

Top Words in Tweet in G6:
[2] raven4212
[2] medwoman1
[2] kittygrumble
[2] bentdepraved
[2] amyrali16
[2] felix_cat7
[2] willsworldview
[2] rossgilroy
[2] stilldizzy2
[2] haircutspock

Top Words in Tweet in G7:
[57] sars
[51] cov
[29] ç
[21] ãƒ
[15] æ
[14] ϋ
[8] covã
[7] come
[7] ペã
[6] mers

Top Words in Tweet in G8:
[34] sars
[33] cov
[30] mice
[29] laurieallee
[29] adapted
[29] urbani
[29] strain
[29] serial
[29] passage
[29] respiratory

Top Words in Tweet in G9:
[33] gabinjean3
[33] article
[32] theveto3
[28] rã
[26] perso
[26] j'aime
[26] bien
[26] cet
[26] synthã
[26] linda

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[598] sars,cov
[247] attendons,impatience
[247] impatience,résultats
[247] résultats,l'essai
[247] l'essai,clinique
[247] clinique,pfizer
[247] pfizer,femmes
[247] femmes,enceintes
[247] enceintes,terminé
[247] terminé,juillet

Top Word Pairs in Tweet in G1:
[233] attendons,impatience
[233] impatience,résultats
[233] résultats,l'essai
[233] l'essai,clinique
[233] clinique,pfizer
[233] pfizer,femmes
[233] femmes,enceintes
[233] enceintes,terminé
[233] terminé,juillet
[232] chriscottonstat,attendons

Top Word Pairs in Tweet in G2:
[107] plainte,conjointe
[107] conjointe,d'avocats
[107] d'avocats,internationaux
[107] internationaux,cour
[107] cour,pénale
[107] pénale,internationale
[105] internationale,génocide
[81] génocide,crime
[68] crime,contre
[57] contre,humanité

Top Word Pairs in Tweet in G3:
[86] sars,cov
[18] cov,samples
[18] samples,viruses
[10] release,sars
[9] wiv,used
[9] used,production
[9] production,sars
[9] viruses,served
[9] served,camouflage
[9] camouflage,lab

Top Word Pairs in Tweet in G4:
[118] 22,000
[59] average,humans
[59] humans,take
[59] take,22
[59] 000,breath
[59] breath,day
[59] day,means
[59] means,sars
[59] sars,cov
[59] cov,22

Top Word Pairs in Tweet in G5:
[6] sars,cov
[3] cyclowarrior,mcfunny
[3] mcfunny,steveskojec
[3] steveskojec,many
[3] many,viral
[3] viral,diseases
[3] diseases,sars
[3] cov,middle
[3] middle,east
[3] east,respiratory

Top Word Pairs in Tweet in G6:
[2] raven4212,medwoman1
[2] medwoman1,kittygrumble
[2] kittygrumble,bentdepraved
[2] bentdepraved,amyrali16
[2] amyrali16,felix_cat7
[2] felix_cat7,willsworldview
[2] willsworldview,rossgilroy
[2] rossgilroy,stilldizzy2
[2] stilldizzy2,haircutspock
[2] haircutspock,simple_shaman

Top Word Pairs in Tweet in G7:
[49] sars,cov
[7] ãƒ,ペã
[7] ペã,ãƒ
[6] ç,æ
[5] æ,ç
[5] ç,ç
[5] ÿæÿ,ç
[5] ϋ,ϋ
[4] mers,covã
[4] covã,sars

Top Word Pairs in Tweet in G8:
[33] sars,cov
[29] adapted,sars
[29] cov,urbani
[29] urbani,strain
[29] strain,serial
[29] serial,passage
[29] passage,respiratory
[29] respiratory,tract
[29] tract,young
[29] young,balb

Top Word Pairs in Tweet in G9:
[26] gabinjean3,perso
[26] perso,j'aime
[26] j'aime,bien
[26] bien,cet
[26] cet,article
[26] article,synthã
[26] synthã,linda
[26] linda,saif
[26] saif,dernier
[26] dernier,auteur

Top Replied-To
Top Replied-To in Entire Graph:
@gabinjean3
@pam33771
@protonicstorm
@inwuchang
@carene1984
@erictopol
@monarahalkar
@tatiann69922625
@verity_france
@pinsollet

Top Replied-To in G2:
@pam33771
@carene1984
@upr_asselineau
@jmyremets
@gabinjean3
@nrjhitmusiconly
@pinsollet
@verity_france
@tatiann69922625
@philippeherlin

Top Replied-To in G3:
@protonicstorm
@inwuchang
@erictopol
@jhas5
@monarahalkar
@blulinedc
@squid89_93
@randfanshier
@alchemytoday
@davidbahry

Top Replied-To in G5:
@cyclowarrior
@fornowago
@amybeephoenix
@provaxtexan
@pouldeau61

Top Replied-To in G6:
@raven4212
@a_damned_smith

Top Replied-To in G8:
@navyprism

Top Replied-To in G9:
@gabinjean3

Top Replied-To in G10:
@chalumo

Top Mentioned
Top Mentioned in Entire Graph:
@chriscottonstat
@deltoromdpr
@humanitepaix
@theveto3
@gabinjean3
@laurieallee
@carene1984
@allanicfabian
@nias2013
@tephinet

Top Mentioned in G1:
@chriscottonstat
@rts1faux

Top Mentioned in G2:
@humanitepaix
@carene1984
@allanicfabian
@guyletyn
@upr_asselineau
@chriscottonstat
@azmilitary1
@vdtugil
@spes78038010
@jc_dussse

Top Mentioned in G3:
@r_h_ebright
@pathogenetics
@michaelworobey
@edwardcholmes
@marionkoopmans
@trvrb
@0bj3ctivity
@quay_dr
@erictopol
@jbkinney

Top Mentioned in G4:
@deltoromdpr

Top Mentioned in G5:
@mcfunny
@steveskojec
@breezergalway
@doritmi
@jkelleyk
@idunsdaughter
@jimeeliberty
@barryjohnreid21
@ogilville1
@krebiozen

Top Mentioned in G6:
@medwoman1
@kittygrumble
@bentdepraved
@amyrali16
@felix_cat7
@willsworldview
@rossgilroy
@stilldizzy2
@haircutspock
@simple_shaman

Top Mentioned in G7:
@lily9_mj3
@elperiodista
@safetyfirst____
@haruncenkerman1

Top Mentioned in G8:
@laurieallee
@deltoromdpr
@edsuom
@cryptovitas
@patientled
@longcovidsos
@long_covid
@longcovidkids
@longcovidphysio
@meetjess

Top Mentioned in G9:
@theveto3
@gabinjean3
@drpguerin
@chriscottonstat

Top Mentioned in G10:
@freemin24465256
@bonsens47865369
@sylvestertiti
@gvaleau
@veritasnobis
@rosewood2019
@guisonjerome
@johnalfredmorg1
@alizerenault1
@sebastienaeko

Top Tweeters
Top Tweeters in Entire Graph:
@5fec93919a544d3
@sonialavera
@life_sciences_
@repubblica
@biobio
@frecklesxx20
@brendaperrott
@anaperezmartin
@rosyjour
@9hurne5npvq7p5h

Top Tweeters in G1:
@levyloiseau
@boxcalf1
@g0rille
@debrouille92
@porcinettelouis
@plyrique
@20320vero
@frederiquerinc1
@chriss17031
@loindevant

Top Tweeters in G2:
@rosyjour
@lopezdominique2
@jc_dussse
@louisem71493518
@ebenyaakov
@guyletyn
@lenasomewhere
@lrestistant73
@ladepechedumidi
@josvasden

Top Tweeters in G3:
@2021freedom1776
@lissnup
@berniedoesit
@biorealism
@wired
@0bj3ctivity
@romainmartinio
@wendyorent
@atomskssanakan
@mmjeae

Top Tweeters in G4:
@5fec93919a544d3
@frecklesxx20
@brendaperrott
@newyorknewart
@dianahollins
@caesura30
@kim_crawley
@elle_v__
@showboat7
@mxsara

Top Tweeters in G5:
@doritmi
@monstercoyliar
@mcfunny
@breezergalway
@angryfleas
@geoffschuler
@andrewlazarus4
@itisjustmebabe
@pawley_robert
@skepticalmutant

Top Tweeters in G6:
@vincegottalotta
@medwoman1
@zypisfy
@cern_lxxl
@thelivingkira
@orna_verum
@theredshift11
@praisehisname50
@wolfpak561
@secularsandwich

Top Tweeters in G7:
@myjournals
@meredit10924215
@reteimprese
@bucurestifm
@davidlhagen
@elperiodista
@safetyfirst____
@serkey03
@haruncenkerman1
@phage_papers

Top Tweeters in G8:
@alexand3rthemeh
@chasbeekeeper
@cryptovitas
@the_mopster
@weateallthedodo
@fredolives
@elisaperego78
@laurieallee
@ktho641521
@meetjess

Top Tweeters in G9:
@william85837998
@mamititi31
@xavier40700514
@botantipass
@mag6212
@natilo999
@dover63a
@samuel40057369
@richardegdom
@darkifranky

Top Tweeters in G10:
@senat
@alizeerenault
@anothergenro
@achilledamu
@assembleenat
@rosewood2019
@gvaleau
@odieux_vulgaire
@guisonjerome
@sebastienaeko


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