SARS-COV, Twitter, 1/20/2022 4:02:06 PM, 270351


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SARS-COV_2022-01-20_03-59-53.xlsx
SARS-COV_2022-01-20_03-59-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3nHeciY
@maxdelvallee
@coryrove
@drmarlone
@thechiefnerd
@angie_rasmussen
@markbrienza1
@jfornow007
@mischelynnscar1
@gummibear737
@mc_mon1

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

Description:
Description
The graph represents a network of 5,705 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 Thursday, 20 January 2022 at 12:06 UTC.

The requested start date was Thursday, 20 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, 11-hour, 9-minute period from Thursday, 06 January 2022 at 01:18 UTC to Wednesday, 19 January 2022 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 : 5705
Unique Edges : 3423
Edges With Duplicates : 6782
Total Edges : 10205
Number of Edge Types : 5
Replies to : 900
Retweet : 2634
MentionsInRetweet : 3372
Mentions : 2694
Tweet : 605
Self-Loops : 636
Reciprocated Vertex Pair Ratio : 0.00844681951387692
Reciprocated Edge Ratio : 0.0167521367521368
Connected Components : 1004
Single-Vertex Connected Components : 286
Maximum Vertices in a Connected Component : 952
Maximum Edges in a Connected Component : 2198
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.516999
Graph Density : 0.000179771441355176
Modularity : 0.578592
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,705 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 Thursday, 20 January 2022 at 12:06 UTC.

The requested start date was Thursday, 20 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, 11-hour, 9-minute period from Thursday, 06 January 2022 at 01:18 UTC to Wednesday, 19 January 2022 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:
[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://www.sciencedirect.com/science/article/pii/S1018364721004729
[5] https://mobile.twitter.com/cansubyrktr/status/1414871201617522700
[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://www.abitab.com.uy/innovaportal/v/27888/12/abitab/babasonicos

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/
[1] https://twitter.com/CNEWS/status/1479745979138162691

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://www.sainspedia.web.id/2022/01/vaksinasi-booster-tidak-dapat.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/karl_lauterbach/status/1349148978982621184
[1] https://corona.hydro-it.com/dashboard/
[1] https://linkinghub.elsevier.com/retrieve/pii/S2211124721017460
[1] https://www.tandfonline.com/doi/full/10.1080/22221751.2020.1787797?cookieSet=1
[1] https://journals.asm.org/doi/10.1128/JVI.79.4.2001-2009.2005?cookieSet=1

Top URLs in Tweet in G3:
[1] https://www.hindawi.com/journals/cjidmm/2006/152612/
[1] https://www.cell.com/cell-host-microbe/pdf/S1931-3128(20)30231-6.pdf

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://patents.justia.com/patent/7279327
[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://www.fda.gov/emergency-preparedness-and-response/mcm-legal-regulatory-and-policy-framework/emergency-use-authorization
[1] https://pubmed.ncbi.nlm.nih.gov/26552008/

Top URLs in Tweet in G7:
[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:
[2] https://www.news-medical.net/health/How-does-SARS-CoV-2-Compare-to-SARS-CoV.aspx

Top URLs in Tweet in G9:
[1] https://thenativeantigencompany.com/products/sars-coronavirus-spike-glycoprotein-s1-his-tag-hek293/

Top URLs in Tweet in G10:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7254783/
[1] https://www.pnas.org/content/106/14/5871
[1] https://www.infobae.com/america/eeuu/2020/12/19/la-fda-otorgo-la-aprobacion-de-emergencia-a-la-vacuna-contra-el-covid-19-de-moderna-en-estados-unidos/
[1] https://www.malagahoy.es/malaga/tiroteado-Benahavis-acribillado-positivo-coronavirus_0_1537346641.html
[1] https://twitter.com/Dave60919714/status/1480726408733372417?t=gYKm9eNJS6SNt-G6N4HU8w&s=19
[1] https://www.fda.gov/vaccines-blood-biologics/vaccines/explicacion-de-la-autorizacion-de-uso-de-emergencia-para-las-vacunas

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

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

Top Domains in Tweet in G2:
[45] twitter.com
[15] ertnews.gr
[13] sporadestv.com
[11] nih.gov
[7] prismaradio.gr
[4] cdc.gov
[4] nature.com
[4] sciencedirect.com
[4] linkedin.com
[4] lefkadatoday.gr

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

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

Top Domains in Tweet in G7:
[2] twitter.com
[1] plos.org

Top Domains in Tweet in G8:
[2] news-medical.net

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

Top Domains in Tweet in G10:
[1] nih.gov
[1] pnas.org
[1] infobae.com
[1] malagahoy.es
[1] twitter.com
[1] fda.gov

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



Top Hashtags in Tweet in G1:
[616] emmerdonslesdesinformateurs
[1] covidiot

Top Hashtags in Tweet in G2:
[8] ace2
[7] sars
[6] covid19
[5] gd03
[4] omicron
[4] human
[4] tor2
[4] m396
[4] receptorbinding
[3] sprotein

Top Hashtags in Tweet in G7:
[1] fauci
[1] drosten
[1] minimental
[1] lassteuchimpfen
[1] datenchaos

Top Hashtags in Tweet in G9:
[1] originofcovid

Top Words
Top Words in Tweet in Entire Graph:
[3536] cov
[3503] sars
[738] maxdelvallee
[667] sont
[652] ceux
[639] ont
[624] mêmes
[622] amusant
[622] constater
[622] bcp

Top Words in Tweet in G1:
[731] maxdelvallee
[617] sont
[617] ont
[616] amusant
[616] constater
[616] bcp
[616] ceux
[616] utilisent
[616] hashtag
[616] #emmerdonslesdesinformateurs

Top Words in Tweet in G2:
[452] sars
[439] cov
[70] η
[69] virus
[51] 2022
[46] coronavirus
[45] πανελλαδικά
[43] των
[41] εξέλιξη
[41] νέων

Top Words in Tweet in G3:
[321] cov
[180] sars
[139] coronavirus
[138] oc43
[138] common
[138] cold
[138] shows
[138] cross
[138] reactive
[138] properties

Top Words in Tweet in G4:
[26] cov
[17] sars
[11] andylumm
[11] wjack76995
[10] rtheatheist
[10] pawley_robert
[9] sassygirld1
[8] drjoemccarthy
[8] justplaying2win
[8] lwsmith15

Top Words in Tweet in G5:
[173] lximenezfyvie
[157] doctora
[155] antivaxer
[155] tengo
[155] pregunta
[148] poisonjadevine
[142] infección
[140] tasas
[140] masivas
[136] reinfec

Top Words in Tweet in G6:
[413] sars
[389] cov
[104] takavet1
[100] 新型コロナウイルス
[100] とsarsコロナウイルス
[100] とは基本的な遺伝構造は同じです
[100] コロナウイルスは様々なタンパク質を作るのが特徴なのですが
[100] 2とsars
[100] covはわずかに異ります
[100] しかしどちらも

Top Words in Tweet in G7:
[26] sars
[25] cov
[13] die
[8] karl_lauterbach
[6] bmg_bund
[5] virus
[4] rki_de
[4] ja
[4] bitte
[3] man

Top Words in Tweet in G8:
[47] sars
[46] cov
[20] jimlikesbb
[20] artyshouse
[20] angryfleas
[20] jvangent1001
[19] truthgibbon
[19] tifaswindmill
[19] nickdone8
[19] mattallica17

Top Words in Tweet in G9:
[78] coronavirus
[77] ralph
[77] baric
[75] very
[75] interesting
[75] cv
[75] detailing
[75] decades
[75] nih
[75] funded

Top Words in Tweet in G10:
[40] sars
[39] cov
[20] gt
[20] humanos
[19] susceptible
[18] spike
[18] estudios
[18] dado
[18] diseñado
[18] murciélagos

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3193] 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:
[616] amusant,constater
[616] constater,bcp
[616] bcp,ceux
[616] ceux,utilisent
[616] utilisent,hashtag
[616] hashtag,#emmerdonslesdesinformateurs
[616] #emmerdonslesdesinformateurs,sont
[616] sont,mêmes
[616] mêmes,ont
[616] ont,affirmé

Top Word Pairs in Tweet in G2:
[412] sars,cov
[41] η,εξέλιξη
[41] εξέλιξη,των
[41] των,νέων
[41] νέων,μολύνσεων
[41] μολύνσεων,sars
[41] cov,στις
[41] 2022,πανελλαδικά
[29] πανελλαδικά,η
[27] η,πλήρης

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

Top Word Pairs in Tweet in G4:
[17] sars,cov
[8] cov,sars
[5] thecrystalbrian,rtheatheist
[5] rtheatheist,drjoemccarthy
[5] drjoemccarthy,justplaying2win
[5] justplaying2win,wjack76995
[5] wjack76995,pawley_robert
[5] pawley_robert,andylumm
[5] andylumm,sassygirld1
[5] sassygirld1,moy_barry

Top Word Pairs in Tweet in G5:
[155] antivaxer,tengo
[155] tengo,pregunta
[155] pregunta,doctora
[153] doctora,lximenezfyvie
[145] poisonjadevine,antivaxer
[140] lximenezfyvie,tasas
[140] tasas,masivas
[140] masivas,infección
[136] infección,reinfec
[9] lximenezfyvie,dice

Top Word Pairs in Tweet in G6:
[389] sars,cov
[100] 新型コロナウイルス,sars
[100] cov,とsarsコロナウイルス
[100] とsarsコロナウイルス,sars
[100] cov,とは基本的な遺伝構造は同じです
[100] とは基本的な遺伝構造は同じです,コロナウイルスは様々なタンパク質を作るのが特徴なのですが
[100] コロナウイルスは様々なタンパク質を作るのが特徴なのですが,sars
[100] cov,2とsars
[100] 2とsars,covはわずかに異ります
[100] covはわずかに異ります,しかしどちらも

Top Word Pairs in Tweet in G7:
[25] 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 G8:
[46] sars,cov
[19] crenwot,grannyspaddle
[19] grannyspaddle,jpizzle1385
[19] jpizzle1385,erockdouble1
[19] erockdouble1,tomdoubting
[19] tomdoubting,friendofthurlow
[19] friendofthurlow,antifarioter
[19] antifarioter,0hnodano
[19] pjglad,angrypamela
[19] angrypamela,crazyjo43424351

Top Word Pairs in Tweet in G9:
[77] ralph,baric
[75] baric,very
[75] very,interesting
[75] interesting,cv
[75] cv,detailing
[75] detailing,decades
[75] decades,nih
[75] nih,funded
[75] funded,work
[75] including,coronavirus

Top Word Pairs in Tweet in G10:
[39] sars,cov
[19] susceptible,humanos
[18] gt,dado
[18] dado,diseñado
[18] diseñado,murciélagos
[18] murciélagos,base
[18] base,sars
[18] cov,susceptible
[18] humanos,vacunación
[17] eyisus2,gt

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

Top Replied-To in G1:
@conigliojacques
@sansfaon3
@caroljhedges
@lexpress
@rmcinfo
@drmarlone

Top Replied-To in G3:
@cbdguitar
@trishthedish_7

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

Top Replied-To in G5:
@lximenezfyvie
@poisonjadevine
@voodo_chile

Top Replied-To in G6:
@my_fc1
@takavet1

Top Replied-To in G7:
@karl_lauterbach
@tim_roehn
@velofisch
@victori53239162
@shomburg
@tinettchen1
@wolfmannotjack
@nico818626643
@sozialarbeitnrw
@honkhase

Top Replied-To in G8:
@realdoctort
@toolemond
@tsaphtsaphaph
@dummedown4u
@bconnectedj

Top Replied-To in G9:
@billybostickson
@abbiewightwick
@thechiefnerd
@angie_rasmussen
@drgomulka
@trisigkelly

Top Replied-To in G10:
@juanovoa
@frayjosepho
@fromlatomadrid
@lamiguete
@palacioschaves
@paraquetemetes
@cordopolis_es
@signorfilmore
@laura34038119
@cupnacional

Top Mentioned
Top Mentioned in Entire Graph:
@maxdelvallee
@lximenezfyvie
@poisonjadevine
@gummibear737
@takavet1
@thechiefnerd
@laoctavadigital
@chancegardiner
@drmarlone
@ratledge20

Top Mentioned in G1:
@maxdelvallee
@drmarlone
@mimesophie
@annette_lexa
@idrissaberkane
@radiolondres6
@chancegardiner
@gg_rmc

Top Mentioned in G2:
@foolsmultiply
@tednjorogeke
@teatrodeverano

Top Mentioned in G3:
@gummibear737
@ewoodhouse7
@wendylee21742
@trishthedish_7
@lifesagame
@drjbhattacharya

Top Mentioned in G4:
@wjack76995
@andylumm
@rtheatheist
@pawley_robert
@justplaying2win
@sassygirld1
@lwsmith15
@adevotedyogi
@tierrahenson
@burgerlab12

Top Mentioned in G5:
@lximenezfyvie
@poisonjadevine
@ver2414_2
@anafvega
@lopezobrador_
@phoenixikki
@viri_rios
@jhonlinx
@voodo_chile

Top Mentioned in G6:
@takavet1
@jdt6pavdfrvpnkf
@mooncave3
@my_fc1
@ryo_anuenue

Top Mentioned in G7:
@bmg_bund
@karl_lauterbach
@rki_de
@argonerd
@tgoschuetz
@c_drosten
@weingartende
@leonida47077574
@miaumiau1975
@ceglarm

Top Mentioned in G8:
@jimlikesbb
@artyshouse
@angryfleas
@jvangent1001
@truthgibbon
@tifaswindmill
@nickdone8
@mattallica17
@bobsdog4
@f_kyburz

Top Mentioned in G9:
@thechiefnerd
@jfornow007
@philippmarkolin
@billybostickson
@amy_siskind
@james_doidge
@welshrunningdad
@authornickunj
@angie_rasmussen
@ianbirrell

Top Mentioned in G10:
@martinasisters
@eyisus2
@frayjosepho
@rocion
@oscarjugon
@a3noticias
@coloidesoxigeno
@informativost5
@rtvenoticias
@efenoticias

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
@radiolondres6
@teppdude
@brunedrot
@lopezdominique2
@astsof
@caroljhedges
@clobala2
@alek_aloha
@escal177r

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
@quin4trump
@adevotedyogi
@marvinrjeffcoat
@kjon1234561234
@beyerstein
@slaterbrowne
@wjack76995
@michel78118339
@abd130usa22nq

Top Tweeters in G5:
@danocamx
@elmartinx
@galarole08
@efrainsantosri1
@fran53458223
@jhonlinx
@arroyosilvy73
@analuna74
@bdemontork
@salcedojuan

Top Tweeters in G6:
@drstrangel
@satoshikatumata
@rapid_hirohiro
@pchirosi2005
@setuka_0616
@mdkjgy
@psuke_jiro7626
@jpd_mam23
@chip0526
@nazo_no_hito

Top Tweeters in G7:
@jaquearnoux
@michael_kunz
@kachelmann
@gothp1
@yonny_s
@ichbinschoener
@yvebiskupska
@ghmaxi0
@arnoldschiller
@wdraktuell

Top Tweeters in G8:
@kristiwelshies
@iobey10
@famoussheymus
@curlyheckler
@tomdoubting
@jmdelga82664720
@angryfleas
@nickdone8
@artyshouse
@buddybad143

Top Tweeters in G9:
@annika1061
@stlhandyman
@amy_siskind
@libertybelle025
@gioanolaa
@helloits_adele
@billybostickson
@tjordon6
@takashimichaels
@god1fam2usa3

Top Tweeters in G10:
@el_pais
@ctoro1962
@rtvenoticias
@a3noticias
@vinoteco2
@yucatanall
@la_ser
@jorgemcr200491
@efenoticias
@informativost5


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