SARS-COV, Twitter, 7/31/2021 3:57:12 PM, 259243


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SARS-COV_2021-07-31_03-36-01.xlsx
SARS-COV_2021-07-31_03-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3xfNwYK
@nomascne
@illegalemigran1
@jsaholmes
@plivestrong
@profvrr
@tomahawkvphd
@doritmi
@daoyu15
@lab_leak
@martinasisters

Top hashtags:
#covid19
#mfathai
#fauci
#coronavirus
#covid
#menstruacion
#covid_19
#plasmaiperimmune

Description:
Description
The graph represents a network of 5,185 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, 31 July 2021 at 10:42 UTC.

The requested start date was Saturday, 31 July 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, 12-hour, 22-minute period from Saturday, 17 July 2021 at 00:05 UTC to Friday, 30 July 2021 at 12:27 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 : 5185
Unique Edges : 3345
Edges With Duplicates : 5299
Total Edges : 8644
Number of Edge Types : 5
Retweet : 2094
MentionsInRetweet : 2883
Replies to : 911
Mentions : 2240
Tweet : 516
Self-Loops : 557
Reciprocated Vertex Pair Ratio : 0.00891164201744406
Reciprocated Edge Ratio : 0.0176658522834054
Connected Components : 940
Single-Vertex Connected Components : 235
Maximum Vertices in a Connected Component : 1023
Maximum Edges in a Connected Component : 2433
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.77798
Graph Density : 0.000197960939081158
Modularity : 0.62001
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,185 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, 31 July 2021 at 10:42 UTC.

The requested start date was Saturday, 31 July 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, 12-hour, 22-minute period from Saturday, 17 July 2021 at 00:05 UTC to Friday, 30 July 2021 at 12:27 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:
[203] https://reseauinternational.net/livermectine-le-traitement-oublie-qui-aide-a-lutter-contre-le-sars-cov-2/
[40] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1009715
[20] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01986-w%3Futm_source%3DNature%2BBriefing%26utm_campaign%3Ddadc67922b-briefing-dy-20210722%26utm_medium%3Demail%26utm_term%3D0_c9dfd39373-dadc67922b-44642109
[11] https://pubmed.ncbi.nlm.nih.gov/22536382/
[9] https://pubmed.ncbi.nlm.nih.gov/29190287/
[6] https://www.youtube.com/watch?v=BlY6AlsZrU8&feature=youtu.be

[6] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-020-00789-5
[4] https://pubmed.ncbi.nlm.nih.gov/32908214/

Top URLs in Tweet in G2:
[7] https://reseauinternational.net/livermectine-le-traitement-oublie-qui-aide-a-lutter-contre-le-sars-cov-2/
[4] https://www.puntoporpunto.com/noticias/politica/millennials-protagonizan-los-nuevos-contagio-de-sars-cov-2-delta-hasta-5-veces-mas-prevalente-en-jovenes-y-ninos/
[4] https://pubmed.ncbi.nlm.nih.gov/22536382/
[3] https://wiesbaden-lebt.de/sars-cov-inzidenz-287-13325-positiv-getestete-12814-genesene
[2] https://pubmed.ncbi.nlm.nih.gov/32668444/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-020-00789-5
[2] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1009715
[2] https://wiesbaden-lebt.de/sars-cov-inzidenz-266-13278-positiv-getestete-12868-genesene
[1] https://www.niid.go.jp/niid/ja/kansennohanashi/9303-coronavirus.html
[1] https://twitter.com/elcanalrandom/status/1416145789357805571

Top URLs in Tweet in G3:
[169] https://reseauinternational.net/livermectine-le-traitement-oublie-qui-aide-a-lutter-contre-le-sars-cov-2/
[1] https://twitter.com/AllPourLaFrance/status/1417064472167034880
[1] https://pubmed.ncbi.nlm.nih.gov/16035944/

Top URLs in Tweet in G4:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-020-15562-9
[1] https://www.conservativewoman.co.uk/twenty-year-genetic-trail-behind-covids-creation/

Top URLs in Tweet in G5:
[1] https://rumble.com/vjs7pt-a-manufactured-illusion.-dr-david-martin-with-reiner-fuellmich-9-7-21.html

Top URLs in Tweet in G8:
[3] https://twitter.com/quay_dr/status/1397899103460216834?s=20
[2] https://archive.is/HbwXq
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC446188/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fcr200815
[2] https://thenativeantigencompany.com/products/sars-coronavirus-spike-glycoprotein-s1-his-tag-hek293/
[1] https://res.mdpi.com/d_attachment/ijms/ijms-21-07645/article_deploy/ijms-21-07645-v2.pdf
[1] https://twitter.com/Smackenziekerr/status/1281550842911289345
[1] https://twitter.com/history20201/status/1419439353139503108
[1] https://twitter.com/baobaoxiaoliao/status/1415755195649347585
[1] https://www.pnas.org/content/105/50/19944

Top URLs in Tweet in G10:
[1] https://twitter.com/wytrades/status/1419359217161490440
[1] https://www.rcpjournals.org/content/clinmedicine/21/1/e68

Top Domains
Top Domains in Tweet in Entire Graph:
[204] reseauinternational.net
[81] twitter.com
[60] nih.gov
[51] nature.com
[50] plos.org
[17] astratv.gr
[16] cdc.gov
[12] youtube.com
[6] google.com
[6] biorxiv.org

Top Domains in Tweet in G2:
[34] twitter.com
[17] astratv.gr
[13] nih.gov
[9] nature.com
[8] reseauinternational.net
[5] puntoporpunto.com
[5] biorxiv.org
[5] wiesbaden-lebt.de
[3] medrxiv.org
[3] plos.org

Top Domains in Tweet in G3:
[169] reseauinternational.net
[1] twitter.com
[1] nih.gov

Top Domains in Tweet in G4:
[1] nature.com
[1] co.uk

Top Domains in Tweet in G5:
[1] rumble.com

Top Domains in Tweet in G8:
[6] twitter.com
[3] nature.com
[2] archive.is
[2] nih.gov
[2] thenativeantigencompany.com
[1] mdpi.com
[1] pnas.org
[1] unc.edu

Top Domains in Tweet in G10:
[1] twitter.com
[1] rcpjournals.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[78] covid19
[19] mfathai
[9] fauci
[8] coronavirus
[8] covid
[7] menstruacion
[6] covid_19
[5] plasmaiperimmune
[5] sarscov2
[5] cuba



Top Hashtags in Tweet in G1:
[3] fauci
[2] cloroquina
[1] hcq
[1] no

Top Hashtags in Tweet in G2:
[10] covid19
[5] coronavirus
[3] sarscov2
[3] wiesbaden
[3] wiesbadenlebt
[3] 2019ncov
[3] ชุดตรวจโควิด
[2] bioweapons
[2] gainoffunction
[2] hcq

Top Hashtags in Tweet in G8:
[2] remdesvir

Top Hashtags in Tweet in G9:
[1] ชุดตรวจโควิด

Top Hashtags in Tweet in G10:
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[3781] sars
[3575] cov
[525] vacunas
[504] contra
[498] vacunados
[496] animales
[484] 2012
[478] virus
[473] anticuerpos
[455] publicado

Top Words in Tweet in G1:
[454] cov
[452] sars
[449] vacunas
[447] publicado
[447] 2012
[447] indujeron
[447] anticuerpos
[447] contra
[447] exposición
[447] animales

Top Words in Tweet in G2:
[402] sars
[382] cov
[59] virus
[43] covid
[37] coronavirus
[32] 19
[25] infection
[24] protein
[20] spike
[20] respiratory

Top Words in Tweet in G3:
[175] sars
[175] cov
[170] contre
[169] ivermectine
[169] traitement
[169] oublié
[169] aide
[169] lutter
[169] réseau
[168] krieger66362259

Top Words in Tweet in G4:
[50] cov
[47] sars
[18] mcfunny
[14] swedishchf
[14] wendyorent
[14] frankdelia7
[14] 19
[13] kathmarval
[13] crabb_vicki
[13] nia3in

Top Words in Tweet in G5:
[175] tweetlelidy
[155] sars
[150] gefaked
[113] niet
[112] nooit
[112] naar
[112] fake
[111] pandemie
[111] geweest
[111] alles

Top Words in Tweet in G6:
[149] sars
[149] cov
[147] bgarner__
[147] slimfinemf
[147] xoxotrinnn
[147] doing
[147] research
[147] discovered
[147] 2002
[146] hubblekuiper

Top Words in Tweet in G7:
[259] pandemia
[131] origem
[131] china
[130] influenza
[130] subtipo
[130] hong
[130] kong
[129] 1968
[129] 1970
[129] h3n2

Top Words in Tweet in G8:
[157] sars
[122] cov
[51] sequence
[43] baobaoxiaoliao
[41] fcs
[37] s1
[36] site
[34] prra
[33] s2
[32] never

Top Words in Tweet in G9:
[162] ช
[162] บ
[83] ว
[83] ด
[81] plsrt
[81] pre
[81] order
[81] ดตรวจ
[81] covid
[81] 19

Top Words in Tweet in G10:
[74] cov
[56] sars
[51] mers
[37] martinasisters
[34] vacunas
[33] conclusiones
[33] experimentación
[33] concluyeron
[33] tener
[33] precaución

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3404] sars,cov
[479] contra,sars
[459] anticuerpos,contra
[455] publicado,2012
[455] 2012,vacunas
[455] vacunas,indujeron
[455] indujeron,anticuerpos
[455] cov,exposición
[455] exposición,animales
[455] animales,vacunados

Top Word Pairs in Tweet in G1:
[452] sars,cov
[447] publicado,2012
[447] 2012,vacunas
[447] vacunas,indujeron
[447] indujeron,anticuerpos
[447] anticuerpos,contra
[447] contra,sars
[447] cov,exposición
[447] exposición,animales
[447] animales,vacunados

Top Word Pairs in Tweet in G2:
[361] sars,cov
[26] covid,19
[24] cov,sars
[18] αναλυτικοί,πίνακες
[14] mers,cov
[13] νέες,μολύνσεις
[13] μολύνσεις,sars
[13] cov,αναλυτικοί
[11] cov,infection
[11] virus,sars

Top Word Pairs in Tweet in G3:
[175] sars,cov
[170] contre,sars
[169] ivermectine,traitement
[169] traitement,oublié
[169] oublié,aide
[169] aide,lutter
[169] lutter,contre
[169] cov,réseau
[168] krieger66362259,ivermectine
[4] c'est,vrai

Top Word Pairs in Tweet in G4:
[47] sars,cov
[12] covid,19
[10] runningrabbit_1,groin_hammer
[10] groin_hammer,marcus66508078
[10] landminelenny,just4thecause
[10] just4thecause,genetherapy68
[10] genetherapy68,hauxton
[9] frankdelia7,1_tmf_
[8] marcus66508078,deoomniavincit
[8] doritmi,nia3in

Top Word Pairs in Tweet in G5:
[111] nooit,pandemie
[111] pandemie,geweest
[111] geweest,alles
[111] alles,gefaked
[111] gefaked,normale
[111] normale,griep
[111] griep,niet
[111] niet,verdwenen
[111] verdwenen,omgekat
[111] omgekat,naar

Top Word Pairs in Tweet in G6:
[149] sars,cov
[147] bgarner__,slimfinemf
[147] slimfinemf,xoxotrinnn
[147] xoxotrinnn,doing
[147] doing,research
[147] research,sars
[147] cov,discovered
[147] discovered,2002
[146] hubblekuiper,bgarner__

Top Word Pairs in Tweet in G7:
[130] influenza,subtipo
[130] origem,hong
[130] hong,kong
[130] kong,china
[129] 1968,1970
[129] 1970,pandemia
[129] pandemia,influenza
[129] subtipo,h3n2
[129] h3n2,origem
[129] china,1997

Top Word Pairs in Tweet in G8:
[116] sars,cov
[32] cov,sars
[32] s1,s2
[30] never,forget
[30] forget,fcs
[30] fcs,site
[30] site,s1
[30] s2,sequence
[30] sequence,prra
[30] prra,existed

Top Word Pairs in Tweet in G9:
[81] plsrt,pre
[81] pre,order
[81] order,ช
[81] ช,ดตรวจ
[81] ดตรวจ,covid
[81] covid,19
[81] 19,sars
[81] sars,cov
[81] cov,ตรวจเองได
[81] ตรวจเองได,ท

Top Word Pairs in Tweet in G10:
[56] sars,cov
[51] cov,mers
[33] conclusiones,experimentación
[33] experimentación,vacunas
[33] vacunas,sars
[33] mers,concluyeron
[33] concluyeron,tener
[33] tener,precaución
[32] martinasisters,conclusiones
[18] pandemias,previas

Top Replied-To
Top Replied-To in Entire Graph:
@carmen_garciafe
@fernandeznorona
@billybostickson
@r_h_ebright
@randpaul
@pathogenetics
@rodrigocases
@matt_baden
@refusenikred
@litxa81

Top Replied-To in G1:
@aiixaay
@mariojusino

Top Replied-To in G3:
@daghe06
@fan_zone_22

Top Replied-To in G4:
@refusenikred
@nateweymouth
@takethatct
@gemmspp
@provaxtexan
@lilieslegacies
@mariomoney23
@peoplewascana
@joeshmo98789611
@doctorjammy

Top Replied-To in G5:
@2dekamerfvd
@mvwoensel

Top Replied-To in G6:
@bgarner__

Top Replied-To in G7:
@adriano9270
@2_gurgel

Top Replied-To in G8:
@billybostickson
@daoyu15
@harvard2h
@lab_leak
@inwuchang
@g_a_de_luca
@sudarshanchate2
@drakchaurasia
@stuartjdneil

Top Replied-To in G10:
@pcomentator

Top Mentioned
Top Mentioned in Entire Graph:
@nomascne
@tweetlelidy
@krieger66362259
@slimfinemf
@xoxotrinnn
@hubblekuiper
@bgarner__
@alessandroloio2
@sailormark9193

Top Mentioned in G1:
@nomascne
@ziptaco
@arosariomd
@muddlaw
@juandeitalia

Top Mentioned in G2:
@namikof
@orubeautiful
@libelula_group
@lpinjos
@acebeaty
@stonehillbirch
@goniec
@slewisia
@alilbitredneck

Top Mentioned in G3:
@krieger66362259
@robertb52163960
@slapnft
@troll_ivier
@goubil
@lacolitruche

Top Mentioned in G4:
@mcfunny
@swedishchf
@wendyorent
@frankdelia7
@kathmarval
@crabb_vicki
@mstrixter
@geoffschuler
@handmadekathy
@doritmi

Top Mentioned in G5:
@tweetlelidy
@marco_b72
@wierdduk
@umarebru

Top Mentioned in G6:
@slimfinemf
@xoxotrinnn
@hubblekuiper
@bgarner__

Top Mentioned in G7:
@alessandroloio2
@janainadobrasil
@douglas86736732

Top Mentioned in G8:
@baobaoxiaoliao
@daoyu15
@__ice9
@topo_ligio
@mega_pindang71
@amymaxmen
@billybostickson
@harvard2h
@inwuchang
@bidolinicola

Top Mentioned in G9:
@sailormark9193

Top Mentioned in G10:
@martinasisters
@perbess
@tonymacarena
@jose_fonsecao
@nomascne

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@tokoroten510
@detikcom
@gambiste1
@altamirana2
@world_news_eng
@inabster
@_redfrog
@hokcenayeokcena
@m2bliquis

Top Tweeters in G1:
@altamirana2
@athenea_phalas
@mapiarro
@juandeitalia
@gmizrachi
@losemarrp
@mcarolanunez
@lr_venezuela
@darwiniano
@ericahenriquezo

Top Tweeters in G2:
@dzbb
@heatherpeno
@astratv1
@class987fm
@southerngemgal
@rogerablackwell
@azkn_t
@drkassandrapari
@rev68945054
@mars1300

Top Tweeters in G3:
@m2bliquis
@rosyjour
@uniquecmoi
@uncjay1
@astsof
@scquickk
@surrocahenri
@jocelyneouang
@lemerignan
@md_md_md_m

Top Tweeters in G4:
@doritmi
@scepticalaussie
@_mamadeb
@tony__heller
@littlelishka
@just4thecause
@takethatct
@frankdelia7
@angel_13_rising
@mcfunny

Top Tweeters in G5:
@gil00006
@nelliejs501
@anjamekenkamp
@umarebru
@vieleershans
@jansensadriaan
@jeannetteziggy
@boduoghnat
@stanrams
@bpalust

Top Tweeters in G6:
@his_whxore
@mosthateddes__
@tenomewah
@slimfinemf
@meka_luvs_music
@_kay_daddy
@oluwatoyomo
@theepony_
@krismichelle_
@cfastudo

Top Tweeters in G7:
@nacilia
@abmsonia
@rosamariaferr10
@angelicaguirele
@vivianerecife
@mitags
@luciaazevedo
@mmvsantiago
@mjandrade
@devilhena

Top Tweeters in G8:
@elalam_vnz
@bassaces1
@valy_s
@harvard2h
@2hbugf2xcwwblkj
@__ice9
@kentz031
@peterconet2
@billybostickson
@xiaohuasong3

Top Tweeters in G9:
@ysdg7
@bynicha
@jbemybaby01
@zol_long
@mama_bamark
@iampchrw_
@snssunnyyyyy
@nong13455
@sylviafamm626
@lovekk01

Top Tweeters in G10:
@ros1er
@arnelasjmgf
@dinamo1234
@ppoheisenberg
@rourecentenari
@mjguerrapalmero
@e_anilu
@rabanosqui
@aljosaba
@iugatore


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