SARS-COV, Twitter, 1/21/2022 11:15:21 AM, 270419


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SARS-COV_2022-01-21_02-18-03.xlsx
SARS-COV_2022-01-21_02-18-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3Kzwqgu
@maxdelvallee
@coryrove
@thechiefnerd
@drmarlone
@gummibear737
@angie_rasmussen
@markbrienza1
@jfornow007
@mischelynnscar1
@mc_mon1

Top hashtags:
#emmerdonslesdesinformateurs
#exposefauci
#covid19
#unc
#baric
#salud

Description:
Description
The graph represents a network of 5,448 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, 21 January 2022 at 10:24 UTC.

The requested start date was Friday, 21 January 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 13-day, 10-hour, 50-minute period from Friday, 07 January 2022 at 01:09 UTC to Thursday, 20 January 2022 at 12:00 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 : 5448
Unique Edges : 3239
Edges With Duplicates : 5607
Total Edges : 8846
Number of Edge Types : 5
Retweet : 2417
MentionsInRetweet : 2965
Tweet : 591
Replies to : 864
Mentions : 2009
Self-Loops : 617
Reciprocated Vertex Pair Ratio : 0.00835809806835067
Reciprocated Edge Ratio : 0.0165776386074784
Connected Components : 986
Single-Vertex Connected Components : 281
Maximum Vertices in a Connected Component : 886
Maximum Edges in a Connected Component : 1812
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.786613
Graph Density : 0.000182947031695363
Modularity : 0.621635
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,448 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, 21 January 2022 at 10:24 UTC.

The requested start date was Friday, 21 January 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 13-day, 10-hour, 50-minute period from Friday, 07 January 2022 at 01:09 UTC to Thursday, 20 January 2022 at 12:00 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:
[8] https://www.puntoporpunto.com/noticias/politica/el-mundo-registro-2-millones-de-casos-diarios-de-sars-cov-2-disparandose-270-las-infecciones/
[6] https://mobile.twitter.com/cansubyrktr/status/1414871201617522700
[6] https://www.sciencedirect.com/science/article/pii/S1018364721004729
[5] https://www.puntoporpunto.com/noticias/lo-mas-reciente/texto-integro-el-mundo-sigue-dando-respuesta-insuficiente-despues-del-primer-ano-de-la-pandemia/
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2294-9
[4] https://www.puntoporpunto.com/noticias/politica/estados-de-la-republica-siguen-sin-recuperar-los-puestos-de-trabajo-que-registraron-en-prepandemia/
[3] https://pubs.acs.org/doi/pdf/10.1021/acs.jnatprod.1c00946?cookieSet=1
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z
[3] https://celiafarber.substack.com/p/could-our-liberation-be-close-at
[3] https://genomediscovery.org/2019/09/who-taught-dog-to-sunbathe-to-get-rid-of-infections-and-why-you-should-do-too-sunshine-vitamin-functions-as-a-broad-spectrum-anti-infective-agent-calcitriol-cholecalciferol-1/

Top URLs in Tweet in G1:
[1] https://twitter.com/i24news_fr/status/1478843450497896459
[1] https://pgibertie.com/2022/01/11/trois-eminents-scientifiques-francais-omicron-et-la-fin-de-la-pandemie/

Top URLs in Tweet in G2:
[2] https://fai.informazione.it/67F27623-6854-42F3-9D4D-EB919F21646A/Covid-influenza-normale-o-mortale
[2] https://www.abitab.com.uy/innovaportal/v/27888/12/abitab/babasonicos
[2] https://pubs.acs.org/doi/pdf/10.1021/acs.jnatprod.1c00946?cookieSet=1
[2] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[1] https://twitter.com/_flordocerrado/status/1479263802755530753
[1] https://dx.doi.org/10.1016/j.bbrc.2014.07.090
[1] https://www.comunegrado.it/area-economico-finanziaria-e-sociale/servizio-cultura-sport/servizio-scolastico-educativo/2588-nuove-disposizioni-per-l-utilizzo-del-servizio-di-trasporto-scolastico
[1] https://www.vidal.fr/sante/voyage/maladies-voyage/coronavirus-sras-mers-cov.html
[1] http://www.biorxiv.org/lookup/content/10.1101/2022.01.05.475107
[1] https://hyp.is/IN_XrG_IEeyzc8NBdNFYAw/www.biorxiv.org/cgi/content/10.1101/2022.01.05.475107

Top URLs in Tweet in G3:
[1] https://www.hindawi.com/journals/cjidmm/2006/152612/

Top URLs in Tweet in G4:
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2294-9
[1] https://www.gov.uk/government/publications/sage-93-minutes-coronavirus-covid-19-response-7-july-2021/sage-93-minutes-coronavirus-covid-19-response-7-july-2021
[1] https://patents.justia.com/patent/7279327
[1] https://www.fda.gov/emergency-preparedness-and-response/mcm-legal-regulatory-and-policy-framework/emergency-use-authorization
[1] https://pubmed.ncbi.nlm.nih.gov/26552008/
[1] https://twitter.com/HerseyIan/status/1479446707406581766

Top URLs in Tweet in G5:
[1] https://twitter.com/damiantheaussie/status/1482662678225354754
[1] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1006698
[1] https://twitter.com/schnudelmann/status/1480223737089773569

Top URLs in Tweet in G8:
[1] https://media-speakerfile-pre.s3.amazonaws.com/documents/cc4e5e5d442320c20c7f76a0c3cadce51445358867.pdf
[1] https://thenativeantigencompany.com/products/sars-coronavirus-spike-glycoprotein-s1-his-tag-hek293/

Top URLs in Tweet in G10:
[1] https://vih.org/20210922/premier-essai-de-phase-i-dun-candidat-vaccin-arn-messager-contre-le-vih/
[1] https://twitter.com/CNEWS/status/1479745979138162691

Top Domains
Top Domains in Tweet in Entire Graph:
[113] twitter.com
[49] nih.gov
[20] nature.com
[17] puntoporpunto.com
[16] ertnews.gr
[14] maghreb-post.de
[13] sporadestv.com
[11] sciencedirect.com
[11] youtube.com
[9] cdc.gov

Top Domains in Tweet in G1:
[1] twitter.com
[1] pgibertie.com

Top Domains in Tweet in G2:
[45] twitter.com
[14] ertnews.gr
[13] sporadestv.com
[11] nih.gov
[5] prismaradio.gr
[4] cdc.gov
[4] nature.com
[4] sciencedirect.com
[4] linkedin.com
[3] biorxiv.org

Top Domains in Tweet in G3:
[1] hindawi.com

Top Domains in Tweet in G4:
[4] nature.com
[1] gov.uk
[1] justia.com
[1] fda.gov
[1] nih.gov
[1] twitter.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] plos.org

Top Domains in Tweet in G8:
[1] amazonaws.com
[1] thenativeantigencompany.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[622] emmerdonslesdesinformateurs
[62] exposefauci
[37] covid19
[24] unc
[24] baric
[10] salud
[10] venezuela
[7] covid
[7] sars
[7] ace2



Top Hashtags in Tweet in G1:
[603] emmerdonslesdesinformateurs

Top Hashtags in Tweet in G2:
[7] ace2
[7] sars
[6] covid19
[4] receptorbinding
[4] gd03
[3] sprotein
[3] antibodies
[3] binding
[3] vaccine
[3] sera

Top Hashtags in Tweet in G5:
[1] fauci
[1] drosten
[1] minimental
[1] lassteuchimpfen
[1] datenchaos

Top Hashtags in Tweet in G8:
[1] originofcovid

Top Hashtags in Tweet in G10:
[6] emmerdonslesdesinformateurs

Top Words
Top Words in Tweet in Entire Graph:
[3256] cov
[3206] sars
[667] sont
[652] ceux
[641] maxdelvallee
[639] ont
[624] mêmes
[622] amusant
[622] constater
[622] bcp

Top Words in Tweet in G1:
[622] maxdelvallee
[604] sont
[603] amusant
[603] constater
[603] bcp
[603] ceux
[603] utilisent
[603] hashtag
[603] #emmerdonslesdesinformateurs
[603] mêmes

Top Words in Tweet in G2:
[429] sars
[423] cov
[66] η
[65] virus
[45] 2022
[40] coronavirus
[39] πανελλαδικά
[37] των
[36] covid
[36] εξέλιξη

Top Words in Tweet in G3:
[316] cov
[177] sars
[140] coronavirus
[139] oc43
[139] common
[139] cold
[139] shows
[139] cross
[139] reactive
[139] properties

Top Words in Tweet in G4:
[32] cov
[24] sars
[9] wjack76995
[9] andylumm
[9] lwsmith15
[8] mcfunny
[8] tierrahenson
[8] rtheatheist
[8] pawley_robert
[8] mdrisette

Top Words in Tweet in G5:
[37] cov
[30] sars
[18] die
[9] karl_lauterbach
[6] virus
[6] hcov
[6] bmg_bund
[4] gerne
[4] rki_de
[4] ja

Top Words in Tweet in G6:
[12] sars
[11] cov
[6] jimlikesbb
[6] artyshouse
[6] angryfleas
[6] jvangent1001
[5] truthgibbon
[5] tifaswindmill
[5] nickdone8
[5] mattallica17

Top Words in Tweet in G7:
[97] kulfas
[97] dio
[97] positivo
[97] sars
[97] cov
[97] antígeno
[97] remisero
[97] aislado
[97] mí
[97] hijo

Top Words in Tweet in G8:
[80] coronavirus
[79] ralph
[79] baric
[77] very
[77] interesting
[77] cv
[77] detailing
[77] decades
[77] nih
[77] funded

Top Words in Tweet in G9:
[163] ไม
[162] ห
[84] อ
[82] เห
[81] common
[81] palm
[81] civet
[81] นธรรมดา
[81] หมาก
[81] ใช

Top Words in Tweet in G10:
[66] faut
[65] omicron
[63] drmarlone
[63] allez
[63] chercher
[63] 1ère
[63] dose
[63] aujourd
[63] hui
[63] vraiment

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2902] sars,cov
[623] sont,mêmes
[622] amusant,constater
[622] constater,bcp
[622] bcp,ceux
[622] ceux,utilisent
[622] utilisent,hashtag
[622] hashtag,#emmerdonslesdesinformateurs
[622] #emmerdonslesdesinformateurs,sont
[622] mêmes,ont

Top Word Pairs in Tweet in G1:
[603] amusant,constater
[603] constater,bcp
[603] bcp,ceux
[603] ceux,utilisent
[603] utilisent,hashtag
[603] hashtag,#emmerdonslesdesinformateurs
[603] #emmerdonslesdesinformateurs,sont
[603] sont,mêmes
[603] mêmes,ont
[603] ont,affirmé

Top Word Pairs in Tweet in G2:
[395] sars,cov
[36] η,εξέλιξη
[36] εξέλιξη,των
[36] των,νέων
[36] νέων,μολύνσεων
[36] μολύνσεων,sars
[36] cov,στις
[36] 2022,πανελλαδικά
[30] πανελλαδικά,η
[28] η,πλήρης

Top Word Pairs in Tweet in G3:
[177] sars,cov
[139] cov,oc43
[139] oc43,common
[139] common,cold
[139] cold,coronavirus
[139] coronavirus,shows
[139] shows,cross
[139] cross,reactive
[139] reactive,properties
[139] properties,sars

Top Word Pairs in Tweet in G4:
[23] sars,cov
[9] cov,sars
[4] buzzkent1776,carlsmythe
[4] shared_facts,mrobovsky
[4] mrobovsky,skepticsplinter
[4] skepticsplinter,jt375043170
[4] jt375043170,ghoppe
[4] ghoppe,chrisjohnsonmd
[4] chrisjohnsonmd,chris_f_carson
[4] chris_f_carson,oceanatemyphone

Top Word Pairs in Tweet in G5:
[28] sars,cov
[3] hasselermartina,weiß
[3] weiß,problem
[3] problem,ja
[3] ja,gerade
[3] gerade,sars
[3] cov,chamäleon
[3] chamäleon,halt
[3] halt,die
[3] die,lunge

Top Word Pairs in Tweet in G6:
[11] sars,cov
[5] crenwot,grannyspaddle
[5] grannyspaddle,jpizzle1385
[5] jpizzle1385,erockdouble1
[5] erockdouble1,tomdoubting
[5] tomdoubting,friendofthurlow
[5] friendofthurlow,antifarioter
[5] antifarioter,0hnodano
[5] 0hnodano,pjglad
[5] pjglad,angrypamela

Top Word Pairs in Tweet in G7:
[97] kulfas,dio
[97] dio,positivo
[97] positivo,sars
[97] sars,cov
[97] cov,antígeno
[97] antígeno,remisero
[97] remisero,aislado
[97] aislado,mí
[97] mí,hijo
[97] hijo,covid

Top Word Pairs in Tweet in G8:
[79] ralph,baric
[77] baric,very
[77] very,interesting
[77] interesting,cv
[77] cv,detailing
[77] detailing,decades
[77] decades,nih
[77] nih,funded
[77] funded,work
[75] including,coronavirus

Top Word Pairs in Tweet in G9:
[82] อ,เห
[81] common,palm
[81] palm,civet
[81] civet,อ
[81] เห,นธรรมดา
[81] นธรรมดา,หมาก
[81] หมาก,ไม
[81] ไม,ใช
[81] ใช,แมวก
[81] แมวก,ไม

Top Word Pairs in Tweet in G10:
[63] allez,chercher
[63] chercher,1ère
[63] 1ère,dose
[63] dose,aujourd
[63] aujourd,hui
[63] hui,faut
[63] faut,vraiment
[63] vraiment,avoir
[63] avoir,pet
[63] pet,casque

Top Replied-To
Top Replied-To in Entire Graph:
@usaenespanol
@karl_lauterbach
@juanovoa
@navedelmisterio
@toolemond
@tim_roehn
@calirunnerdoc
@billybostickson
@markfri07106238
@garethbarnard

Top Replied-To in G1:
@conigliojacques
@lexpress
@rmcinfo

Top Replied-To in G3:
@cbdguitar

Top Replied-To in G4:
@thecrystalbrian
@8brianvogel4
@sassygirld1
@tyronewjackson
@andylumm
@markmcdougall13
@wendyorent
@mechanic_47
@madmedic2002
@drjoemccarthy

Top Replied-To in G5:
@karl_lauterbach
@tim_roehn
@alterzigeuner
@drhansschultz1
@velofisch
@victori53239162
@shomburg
@tinettchen1
@wolfmannotjack
@nico818626643

Top Replied-To in G6:
@toolemond
@tsaphtsaphaph
@dummedown4u
@bconnectedj

Top Replied-To in G8:
@billybostickson
@abbiewightwick
@thechiefnerd
@angie_rasmussen
@drgomulka
@trisigkelly

Top Replied-To in G10:
@chan_de_lier109
@sansfaon3
@oooggoooo
@passionsdelisah
@thomash71486271
@drmarlone

Top Mentioned
Top Mentioned in Entire Graph:
@maxdelvallee
@gummibear737
@victorfyt
@papakrab
@thechiefnerd
@laoctavadigital
@chancegardiner
@drmarlone
@ratledge20
@mimesophie

Top Mentioned in G1:
@maxdelvallee
@annette_lexa
@idrissaberkane
@gg_rmc

Top Mentioned in G2:
@foolsmultiply
@tednjorogeke
@teatrodeverano

Top Mentioned in G3:
@gummibear737
@ewoodhouse7
@lifesagame
@drjbhattacharya

Top Mentioned in G4:
@wjack76995
@lwsmith15
@mcfunny
@tierrahenson
@rtheatheist
@pawley_robert
@andylumm
@mdrisette
@burgerlab12
@adevotedyogi

Top Mentioned in G5:
@bmg_bund
@karl_lauterbach
@rki_de
@argonerd
@tgoschuetz
@c_drosten
@t0bias666
@weingartende
@leonida47077574
@miaumiau1975

Top Mentioned in G6:
@jimlikesbb
@artyshouse
@angryfleas
@jvangent1001
@truthgibbon
@tifaswindmill
@nickdone8
@mattallica17
@bobsdog4
@f_kyburz

Top Mentioned in G7:
@victorfyt

Top Mentioned in G8:
@thechiefnerd
@jfornow007
@philippmarkolin
@billybostickson
@amy_siskind
@james_doidge
@welshrunningdad
@authornickunj
@angie_rasmussen
@ianbirrell

Top Mentioned in G9:
@papakrab

Top Mentioned in G10:
@drmarlone
@maxdelvallee
@raoult_didier
@pandantag
@congasmaracas
@radiolondres6
@melimelodu06
@_2019_ncov
@chancegardiner
@mimesophie

Top Tweeters
Top Tweeters in Entire Graph:
@adrianat9735
@crweworld
@inabster
@ginniasa
@el_universal_mx
@latercera
@lizditz
@copyofone
@fainformazione
@thehill

Top Tweeters in G1:
@altai_armande
@teppdude
@lopezdominique2
@astsof
@clobala2
@alek_aloha
@escal177r
@chacha78180
@william85837998
@mydaphne

Top Tweeters in G2:
@crweworld
@fainformazione
@ioannina24
@latribunahn
@grayengineer
@montllo
@buffymuffy4444
@bastosjusmari
@ashokathebear
@iweller_health

Top Tweeters in G3:
@schwingcat
@laughingmantwit
@johnschreiber8
@funymnjamo
@paularitchie3
@lisamar91564392
@moolahmitch
@rigmatthew
@leeleeraider70
@redhatty

Top Tweeters in G4:
@lizditz
@reuters
@quin4trump
@adevotedyogi
@marvinrjeffcoat
@beyerstein
@slaterbrowne
@wjack76995
@michel78118339
@abd130usa22nq

Top Tweeters in G5:
@jaquearnoux
@michael_kunz
@kachelmann
@gothp1
@yonny_s
@ichbinschoener
@yvebiskupska
@ghmaxi0
@arnoldschiller
@wdraktuell

Top Tweeters in G6:
@kristiwelshies
@iobey10
@famoussheymus
@curlyheckler
@tomdoubting
@jmdelga82664720
@angryfleas
@nickdone8
@artyshouse
@buddybad143

Top Tweeters in G7:
@gracielasanz191
@silviarienzo
@hernanpalo
@grondavia
@anagaza1
@chisp7
@nikko1947
@alfosforito
@victorfyt
@thekinglizard75

Top Tweeters in G8:
@annika1061
@stlhandyman
@amy_siskind
@libertybelle025
@gioanolaa
@helloits_adele
@billybostickson
@tjordon6
@takashimichaels
@god1fam2usa3

Top Tweeters in G9:
@millioneyes1
@fearncpn
@parn_houseghost
@onceatimes7q
@fernmixx1a
@katelynisviolet
@jillwelry
@pailinnaw
@bunny_peachy
@boyluver

Top Tweeters in G10:
@radiolondres6
@52fabienne
@passionsdelisah
@chriss17031
@rofrano47
@laurence0684
@ssydear
@emanuelandrieu
@malevsarl
@eveourneau


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