SARS-COV, Twitter, 10/26/2021 3:14:00 PM, 264813


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SARS-COV_2021-10-26_04-32-01.xlsx
SARS-COV_2021-10-26_04-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 26, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3b9iI3n
@publicsenat
@godsearth1
@maxdelvallee
@universalsoftw2
@skrased85
@charlie3593
@quaterniong
@jsaholmes
@saltaovladimir
@jburnmurdoch

Top hashtags:
#vaccinationobligatoire
#sénat
#covidpersistente
#directsénat
#covid19

Description:
Description
The graph represents a network of 6,054 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 Tuesday, 26 October 2021 at 11:36 UTC.

The requested start date was Tuesday, 26 October 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 13-day, 10-hour, 56-minute period from Tuesday, 12 October 2021 at 01:12 UTC to Monday, 25 October 2021 at 12:09 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 : 6054
Unique Edges : 2286
Edges With Duplicates : 8486
Total Edges : 10772
Number of Edge Types : 5
Mentions : 1369
Replies to : 680
Retweet : 3958
MentionsInRetweet : 4319
Tweet : 446
Self-Loops : 492
Reciprocated Vertex Pair Ratio : 0.00563847429519071
Reciprocated Edge Ratio : 0.0112137203166227
Connected Components : 612
Single-Vertex Connected Components : 182
Maximum Vertices in a Connected Component : 3451
Maximum Edges in a Connected Component : 6920
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.667681
Graph Density : 0.000165480224758385
Modularity : 0.536699
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,054 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 Tuesday, 26 October 2021 at 11:36 UTC.

The requested start date was Tuesday, 26 October 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 13-day, 10-hour, 56-minute period from Tuesday, 12 October 2021 at 01:12 UTC to Monday, 25 October 2021 at 12:09 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:
[35] https://onlinelibrary.wiley.com/doi/10.1111/cns.13737?cookieSet=1
[27] https://twitter.com/publicsenat/status/1448331160661241862
[13] https://www.frontiersin.org/articles/10.3389/fphar.2021.707205/full
[10] https://welovetrump.com/2021/10/18/2005-study-from-nih-library-chloroquine-is-effective-in-preventing-the-spread-of-sars-cov/
[7] https://pubmed.ncbi.nlm.nih.gov/12814717/
[7] https://ns2017.wordpress.com/
[6] https://ripostelaique.com/le-senat-rejette-la-proposition-de-loi-vaccination-obligatoire-contre-le-sars-cov-2.html
[5] https://www.publicsenat.fr/article/parlementaire/covid-19-le-senat-rejette-la-proposition-de-loi-sur-l-obligation-vaccinale?amp#click=https://t.co/WdtpYLJkEw
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[4] https://twitter.com/PostOpinions/status/1449393647494082574

Top URLs in Tweet in G1:
[2] https://ripostelaique.com/le-senat-rejette-la-proposition-de-loi-vaccination-obligatoire-contre-le-sars-cov-2.html
[2] https://twitter.com/publicsenat/status/1448331160661241862
[2] https://www.senat.fr/scrutin-public/2021/scr2021-8.html
[1] http://www.senat.fr/enseance/2020-2021/811/Amdt_1.html

Top URLs in Tweet in G2:
[1] https://twitter.com/valnevase/status/1449963794743107585
[1] https://www.publicsenat.fr/article/parlementaire/covid-19-le-senat-rejette-la-proposition-de-loi-sur-l-obligation-vaccinale?amp#click=https://t.co/WdtpYLJkEw

Top URLs in Tweet in G3:
[4] https://twitter.com/PostOpinions/status/1449393647494082574
[2] https://twitter.com/HoustonChron/status/1449766176880529411
[2] https://twitter.com/FLOrangeQueen/status/1449433966218465281
[1] https://jvi.asm.org/content/78/20/11334#T1
[1] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69
[1] https://twitter.com/CNN/status/1449468698012573698
[1] https://twitter.com/HoustonChron/status/1449525609215008769
[1] https://twitter.com/Grav1/status/1449827978268053506
[1] https://twitter.com/dallasnews/status/1449814724363755520
[1] https://twitter.com/DrLeanaWen/status/1450222820089282561

Top URLs in Tweet in G4:
[6] https://twitter.com/publicsenat/status/1448331160661241862

Top URLs in Tweet in G5:
[13] https://www.frontiersin.org/articles/10.3389/fphar.2021.707205/full
[7] https://pubmed.ncbi.nlm.nih.gov/12814717/
[1] https://wwwnc.cdc.gov/eid/article/27/9/21-1042_article
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2851497/
[1] https://twitter.com/publicsenat/status/1448331160661241862
[1] https://twitter.com/skrased85/status/1444982526351712257?t=MBe_sE8mPKfcys3SLvgWTQ&s=19

Top URLs in Tweet in G6:
[5] https://twitter.com/publicsenat/status/1448331160661241862
[4] https://europepmc.org/article/PPR/PPR357777
[3] https://welovetrump.com/2021/10/18/2005-study-from-nih-library-chloroquine-is-effective-in-preventing-the-spread-of-sars-cov/
[3] http://www.ertnews.gr/
[2] https://www.publicsenat.fr/article/parlementaire/covid-19-le-senat-rejette-la-proposition-de-loi-sur-l-obligation-vaccinale?amp#click=https://t.co/WdtpYLJkEw
[2] https://ripostelaique.com/le-senat-rejette-la-proposition-de-loi-vaccination-obligatoire-contre-le-sars-cov-2.html
[2] https://twitter.com/Charlie3593/status/1449385001825472512
[1] https://dataemia.com/2021/10/12/novel-molecules-derived-from-3-o-6-galloylglucoside-inhibit-main-protease-of-sars-cov-2-in-silico/
[1] https://depecheveterinaire.com/origine-du-sars-cov-2-quatre-publications-en-septembre_679A4B7DAE5F9C5D.html?utm_source=twitter
[1] https://medical.nikkeibp.co.jp/leaf/mem/pub/report/t344/202002/564301.html

Top URLs in Tweet in G8:
[3] https://archive.md/QanYk
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985
[1] https://arxiv.org/abs/2108.08163
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7111780/
[1] https://journals.asm.org/doi/10.1128/JVI.01774-19?cookieSet=1
[1] https://www.science.org/doi/10.1126/science.1087139?cookieSet=1
[1] https://www.pnas.org/content/113/11/3048
[1] https://usrtk.org/wp-content/uploads/2021/02/Baric-Emails-2.17.21.pdf
[1] https://pubmed.ncbi.nlm.nih.gov/18077725
[1] https://pubmed.ncbi.nlm.nih.gov/18077725/

Top URLs in Tweet in G9:
[1] https://www.proceso.com.mx/internacional/2021/10/12/en-suiza-descubren-anticuerpo-capaz-de-neutralizar-todas-las-variantes-de-covid-19-273767.html

Top URLs in Tweet in G10:
[2] https://twitter.com/publicsenat/status/1448331160661241862

Top Domains
Top Domains in Tweet in Entire Graph:
[109] twitter.com
[45] nih.gov
[35] wiley.com
[28] ertnews.gr
[17] nature.com
[17] astratv.gr
[16] maghreb-post.de
[13] frontiersin.org
[12] sporadestv.com
[10] welovetrump.com

Top Domains in Tweet in G1:
[3] senat.fr
[2] ripostelaique.com
[2] twitter.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] publicsenat.fr

Top Domains in Tweet in G3:
[19] twitter.com
[1] asm.org
[1] biomedcentral.com

Top Domains in Tweet in G4:
[6] twitter.com

Top Domains in Tweet in G5:
[13] frontiersin.org
[8] nih.gov
[2] twitter.com
[1] cdc.gov

Top Domains in Tweet in G6:
[32] twitter.com
[26] ertnews.gr
[17] astratv.gr
[12] sporadestv.com
[9] nih.gov
[5] biorxiv.org
[4] europepmc.org
[3] nature.com
[3] linkedin.com
[3] welovetrump.com

Top Domains in Tweet in G8:
[5] nih.gov
[3] archive.md
[3] twitter.com
[2] nature.com
[1] arxiv.org
[1] asm.org
[1] science.org
[1] pnas.org
[1] usrtk.org
[1] hindawi.com

Top Domains in Tweet in G9:
[1] com.mx

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1789] vaccinationobligatoire
[43] sénat
[35] covidpersistente
[22] directsénat
[22] covid19
[15] preprint
[9] fauciliespeopledie
[8] enfermería
[8] algeciras
[8] uca



Top Hashtags in Tweet in G1:
[1664] vaccinationobligatoire
[8] sénat
[5] directsénat
[5] senat
[2] socialistes
[2] passesanitaire
[1] covid19
[1] france

Top Hashtags in Tweet in G2:
[41] vaccinationobligatoire
[1] directsénat

Top Hashtags in Tweet in G3:
[9] fauciliespeopledie
[1] whythelies
[1] vaccinationobligatoire

Top Hashtags in Tweet in G4:
[4] vaccinationobligatoire

Top Hashtags in Tweet in G5:
[2] bbcbreakfast
[2] vaccinationobligatoire
[1] torycorruption
[1] torycovidcatastrophe
[1] earlytreatmentworks
[1] directsénat

Top Hashtags in Tweet in G6:
[9] vaccinationobligatoire
[5] directsénat
[3] coronavirus
[2] covid
[2] france
[1] salud
[1] ie
[1] noticiasdecoimbra
[1] covid_19
[1] passsanitaire

Top Hashtags in Tweet in G7:
[1] kinderschutz

Top Words
Top Words in Tweet in Entire Graph:
[4884] sars
[4878] cov
[3606] contre
[3546] voix
[1952] 262
[1932] 64
[1829] proposition
[1829] loi
[1811] rejette
[1789] #vaccinationobligatoire

Top Words in Tweet in G1:
[3294] contre
[3269] voix
[1664] #vaccinationobligatoire
[1662] sars
[1662] cov
[1659] proposition
[1659] loi
[1649] publicsenat
[1644] rejette
[1641] 262

Top Words in Tweet in G2:
[394] vaccin
[394] traditionnel
[394] valneva
[394] démontre
[394] essai
[394] efficacité
[394] supérieure
[394] celle
[394] astrazeneca
[393] maxdelvallee

Top Words in Tweet in G3:
[307] sars
[303] effects
[302] cov
[291] 2005
[290] cells
[281] antiviral
[279] infection
[278] hydroxycholoquine
[278] strong
[278] inhibitory

Top Words in Tweet in G4:
[288] sars
[286] cov
[274] フランス上院
[274] 2に対するワクチン接種の義務化法案を否決
[274] 反対262票
[274] 賛成64票
[273] universalsoftw2
[10] hiv
[8] contre
[8] voix

Top Words in Tweet in G5:
[223] sars
[222] cov
[218] scientists
[214] glycyrrhizin
[211] against
[206] effective
[204] found
[112] 2003
[111] 2020
[108] early

Top Words in Tweet in G6:
[347] cov
[330] sars
[48] των
[47] η
[39] virus
[37] πανελλαδικά
[36] νέων
[36] μολύνσεων
[25] covid
[24] 19

Top Words in Tweet in G7:
[166] sars
[166] cov
[163] postcovid
[162] uniklinikum
[162] bonn
[162] sucht
[162] studie
[162] 25
[162] 75jährige
[162] nachgewiesen

Top Words in Tweet in G8:
[104] sars
[99] cov
[27] daoyu15
[25] spike
[20] stuartjdneil
[19] fcs
[18] ayjchan
[16] human
[15] humans
[15] mjnanostretch

Top Words in Tweet in G9:
[111] científicos
[111] hospital
[111] universitario
[111] lausana
[111] escuela
[111] politécnica
[111] federal
[111] suiza
[111] epflp
[111] descubrieron

Top Words in Tweet in G10:
[88] フランス上院
[88] sars
[88] cov
[88] 反対262票
[83] 2に対する惑
[83] 珍接種の
[83] 義務化法案を否決
[83] 賛成64票で圧勝
[82] connectinghope_
[5] universalsoftw2

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4720] sars,cov
[1885] cov,262
[1829] proposition,loi
[1823] contre,sars
[1811] rejette,proposition
[1777] 262,voix
[1777] voix,contre
[1769] 64,voix
[1768] contre,64
[1765] sénat,rejette

Top Word Pairs in Tweet in G1:
[1662] sars,cov
[1659] proposition,loi
[1657] loi,#vaccinationobligatoire
[1656] contre,sars
[1654] #vaccinationobligatoire,contre
[1644] rejette,proposition
[1641] cov,262
[1638] 262,voix
[1638] voix,contre
[1636] sénat,rejette

Top Word Pairs in Tweet in G2:
[394] vaccin,traditionnel
[394] traditionnel,valneva
[394] valneva,démontre
[394] démontre,essai
[394] essai,efficacité
[394] efficacité,supérieure
[394] supérieure,celle
[394] celle,astrazeneca
[393] maxdelvallee,vaccin
[44] sars,cov

Top Word Pairs in Tweet in G3:
[302] sars,cov
[279] cov,infection
[278] hydroxycholoquine,strong
[278] strong,antiviral
[278] antiviral,effects
[278] effects,sars
[275] 2005,hydroxycholoquine
[273] cdc,2005
[266] cells,inhibitory
[257] charlie3593,cdc

Top Word Pairs in Tweet in G4:
[286] sars,cov
[274] フランス上院,sars
[274] cov,2に対するワクチン接種の義務化法案を否決
[274] 2に対するワクチン接種の義務化法案を否決,反対262票
[274] 反対262票,賛成64票
[273] universalsoftw2,フランス上院
[4] publicsenat,sénat
[4] sénat,rejette
[4] rejette,proposition
[4] proposition,loi

Top Word Pairs in Tweet in G5:
[222] sars,cov
[208] against,sars
[206] effective,against
[205] glycyrrhizin,effective
[202] scientists,found
[197] found,glycyrrhizin
[109] 2003,scientists
[108] cov,early
[108] early,2020
[88] 2020,scientists

Top Word Pairs in Tweet in G6:
[311] sars,cov
[36] των,νέων
[36] νέων,μολύνσεων
[36] μολύνσεων,sars
[36] cov,πανελλαδικά
[24] η,εξέλιξη
[24] εξέλιξη,των
[23] η,κατανομή
[23] κατανομή,των
[22] πανελλαδικά,με

Top Word Pairs in Tweet in G7:
[166] sars,cov
[162] uniklinikum,bonn
[162] bonn,sucht
[162] sucht,studie
[162] studie,postcovid
[162] postcovid,25
[162] 25,75jährige
[162] 75jährige,nachgewiesen
[162] nachgewiesen,sars
[162] cov,infizierte

Top Word Pairs in Tweet in G8:
[91] sars,cov
[12] mediated,infection
[11] past_is_future,mjnanostretch
[11] mjnanostretch,jfjulien
[11] jfjulien,dmoulding
[11] rossana38510044,mrandersoninneo
[9] cleavage,site
[8] mrandersoninneo,juliadixon195
[8] furin,cleavage
[8] kesvelt,menachery

Top Word Pairs in Tweet in G9:
[111] científicos,hospital
[111] hospital,universitario
[111] universitario,lausana
[111] lausana,escuela
[111] escuela,politécnica
[111] politécnica,federal
[111] federal,suiza
[111] suiza,epflp
[111] epflp,descubrieron
[110] proceso,científicos

Top Word Pairs in Tweet in G10:
[88] フランス上院,sars
[88] sars,cov
[83] cov,2に対する惑
[83] 2に対する惑,珍接種の
[83] 珍接種の,義務化法案を否決
[83] 義務化法案を否決,反対262票
[83] 反対262票,賛成64票で圧勝
[82] connectinghope_,フランス上院
[5] universalsoftw2,フランス上院
[5] cov,2に対するワクチン接種の義務化法案を否決

Top Replied-To
Top Replied-To in Entire Graph:
@randpaul
@kenductor
@g6ens
@stuartjdneil
@david32856757
@savarios
@ydeigin
@paul_seamons
@toriesout6
@supermansings

Top Replied-To in G1:
@aiexander_decon

Top Replied-To in G2:
@corrygarcia

Top Replied-To in G3:
@anthony06511880
@grav1
@vondrachek

Top Replied-To in G5:
@paul_seamons
@toriesout6
@lifestylemanoz
@lizzyk_ab
@memoi013
@thepoliticalcom
@elstonegutters
@sookyblessingtn
@saralikeclara
@martinabianco57

Top Replied-To in G7:
@janboehm
@nikolau46844087
@fraut18

Top Replied-To in G8:
@g6ens
@stuartjdneil
@ydeigin
@jhas5
@centristxtreme
@rossana38510044
@paulbuckhk
@murchiston
@nherzberg
@monarchdiaries

Top Mentioned
Top Mentioned in Entire Graph:
@publicsenat
@maxdelvallee
@universalsoftw2
@charlie3593
@isabelruland
@proceso
@connectinghope_
@roseareyes1
@funkna
@uruguaydespier

Top Mentioned in G1:
@publicsenat
@gauchemafia
@truthbetold1024
@pabloneruda54
@louan07
@pabloneruda54s

Top Mentioned in G2:
@maxdelvallee
@publicsenat
@samuel40057369
@woolastique
@lci

Top Mentioned in G3:
@charlie3593
@cryptonetworknz
@drleanawen
@highpeaks77
@cdcdirector
@ms_duckworth
@govabbott
@cdc
@publicsenat
@brian49800559

Top Mentioned in G4:
@universalsoftw2
@publicsenat
@masutaranka

Top Mentioned in G5:
@godsearth1
@top_muppetries
@bitcoinbookshop
@academicshards
@mcfunny
@empireloyalists
@cooljamm55
@tony__heller
@tonybaduy
@liamkav

Top Mentioned in G6:
@smackenziekerr
@pi_always
@chicone12
@6yutcy6g1wspxp8
@drlboominathan

Top Mentioned in G7:
@isabelruland
@lurhenne
@bvkj
@judaco979490
@berater_1
@janboehm
@planetaryintel
@nikolau46844087
@feldibug

Top Mentioned in G8:
@daoyu15
@ayjchan
@stuartjdneil
@mjnanostretch
@past_is_future
@kesvelt
@mrandersoninneo
@ydeigin
@jfjulien
@dmoulding

Top Mentioned in G9:
@proceso

Top Mentioned in G10:
@connectinghope_
@universalsoftw2

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@danielpilotte1
@languillem
@inabster
@zolangegonzalez
@billm9
@el_universal_mx
@caligirlleftie
@southwestair
@lizditz

Top Tweeters in G1:
@danielpilotte1
@patriot_girl_tx
@altai_armande
@ayhanaydinli
@mariabadin18
@lagrosta
@beank511
@minilicorne69
@radiolondres6
@sylvita30

Top Tweeters in G2:
@madrynha2012
@chani_bayle
@franckylarafale
@teppdude
@nausicalibre
@mfennormandie
@mi1789
@thierryrouby
@philippecombaut
@boxcalf1

Top Tweeters in G3:
@inabster
@caligirlleftie
@menabster
@monty_chadha
@rkastrejon
@putzie63
@ericmoo91919605
@julie34479
@rishi_iitr
@mjc_cook

Top Tweeters in G4:
@loveashxxx
@waaldpeace5
@nihonjintamasii
@t0biucnd96u3nlf
@pocketof3w
@loudminorityjp
@terakoya3
@ichiatsu
@dorataro_san
@chiaking

Top Tweeters in G5:
@logansteven
@luigi_warren
@doritmi
@_mamadeb
@tony__heller
@docrussjackson
@fifi_borgia
@godfrey28482926
@takethatct
@sookyblessingtn

Top Tweeters in G6:
@newsfilterio
@thalassa2008
@astratv1
@ioannina24
@diariocoahuila
@kokikokiya
@sporadestv
@iweller_health
@bichikota
@lucia98624147

Top Tweeters in G7:
@michael_kunz
@birgitlissowsky
@grisu1805
@thesismum
@sevillanadirndl
@backtopaco
@rembrandt1405
@angela_3110_
@caevye
@telesabbie

Top Tweeters in G8:
@bassaces1
@scorpiotiger77
@euphoriceuler
@charlesbledford
@aukletqd
@lissnup
@kraus_read
@korybobrow
@fluxcapdoodah
@filipowi

Top Tweeters in G9:
@jr2d26212
@darkludvik
@evil_ryu_80
@capitantoc
@proceso
@chavaciudadano
@alexlopezf_
@urimera_132
@10_akan
@jmedelm

Top Tweeters in G10:
@yasuharusaitoh
@tanuki0223
@yamasaki_hana
@ef827f223si79ji
@truestorybot
@komura17
@popo88670739
@toshit_12sxt
@mitchan1963
@hirospecialweek


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