SARS-COV, Twitter, 1/14/2021 7:29:48 PM, 245608


FAQ | Problem?

SARS-COV_2021-01-14_03-59-53.xlsx
SARS-COV_2021-01-14_03-59-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3nDDXOw
@lennert_vd_boom
@michaelyeadon3
@thomas_binder
@mariaelinormd
@flavinkins
@sabinawalker18
@robinmonotti
@nicholsonbaker8
@oscardev3
@mntschouten

Top hashtags:
#covid19
#sarscov2
#coronavirus
#infographics
#wuhan
#eii

Description:
Description
The graph represents a network of 4,009 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, 14 January 2021 at 12:04 UTC.

The requested start date was Thursday, 14 January 2021 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, 12-hour, 46-minute period from Thursday, 31 December 2020 at 01:02 UTC to Wednesday, 13 January 2021 at 13:48 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 : 4009
Unique Edges : 2767
Edges With Duplicates : 3388
Total Edges : 6155
Number of Edge Types : 5
Replies to : 891
Mentions : 1440
MentionsInRetweet : 1843
Retweet : 1319
Tweet : 662
Self-Loops : 711
Reciprocated Vertex Pair Ratio : 0.0109021531752521
Reciprocated Edge Ratio : 0.0215691561067673
Connected Components : 905
Single-Vertex Connected Components : 293
Maximum Vertices in a Connected Component : 1003
Maximum Edges in a Connected Component : 2121
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.786979
Graph Density : 0.000230830431927365
Modularity : 0.623723
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 4,009 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, 14 January 2021 at 12:04 UTC.

The requested start date was Thursday, 14 January 2021 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, 12-hour, 46-minute period from Thursday, 31 December 2020 at 01:02 UTC to Wednesday, 13 January 2021 at 13:48 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:
[27] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3335060/
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7685319/
[4] https://pdfs.semanticscholar.org/962c/58e6dc9c1ea550eb51ce70b0d7c83dc7eff6.pdf?_ga=2.248083591.1613175371.1609781535-875609503.1609781535
[4] https://pubmed.ncbi.nlm.nih.gov/22536382/
[4] https://www.bbc.com/mundo/noticias-55517560
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3335060/pdf/pone.0035421.pdf
[2] https://threadreaderapp.com/thread/1331582947238039553.html
[2] https://en.wikipedia.org/wiki/Severe_acute_respiratory_syndrome_coronavirus
[1] https://clinowl.com/psgl-1-inhibits-the-incorporation-of-sars-cov-and-sars-cov-2-spike-glycoproteins-into-pseudovirions-and-impairs-pseudovirus-attachment-and-infectivity/?utm_source=rss&utm_medium=rss&utm_campaign=psgl-1-inhibits-the-incorporation-of-sars-cov-and-sars-cov-2-spike-glycoproteins-into-pseudovirions-and-impairs-pseudovirus-attachment-and-infectivity
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanmic%2Farticle%2FPIIS2666-5247%2820%2930172-5%2Ffulltext%3Ffbclid%3DIwAR0gf9uV9zEtsgts_etxm2jwmyOQN9M9TbKUxqZ_t7_cykvIcYrz9Xk9MPQ&rc=0

Top URLs in Tweet in G1:
[3] https://pubmed.ncbi.nlm.nih.gov/22536382/
[1] https://twitter.com/rukenyum/status/1344517107669725184
[1] https://twitter.com/diamondlightsou/status/1344590442315337729
[1] https://doi.org/10.1073/pnas.1707304114
[1] https://www.youtube.com/watch?v=S8Wd-NMqvno&feature=youtu.be

[1] https://www.youtube.com/watch?v=nBomFRTXtwM&feature=youtu.be

[1] https://twitter.com/samiahurst/status/1341321633852698625
[1] https://twitter.com/catsdotexe/status/1344662723980881921
[1] https://www.uol.com.br/vivabem/colunas/lucia-helena/2020/12/31/era-o-que-faltava-em-2020-a-nova-variante-do-coronavirus-ja-esta-entre-nos.htm
[1] https://twitter.com/weradelafuentee/status/1344709658397863937

Top URLs in Tweet in G2:
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7685319/
[1] https://www.medicalnewstoday.com/articles/what-explains-africas-successful-response-to-the-covid-19-pandemic#Collaboration-at-the-regional-level
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2395109/

Top URLs in Tweet in G6:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3335060/

Top URLs in Tweet in G7:
[1] https://threadreaderapp.com/thread/1331582947238039553.html

Top URLs in Tweet in G8:
[1] https://twitter.com/richardursomd/status/1346300707406815232
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3335060/pdf/pone.0035421.pdf

Top URLs in Tweet in G9:
[1] https://pubmed.ncbi.nlm.nih.gov/22536382/

Top Domains
Top Domains in Tweet in Entire Graph:
[88] nih.gov
[80] twitter.com
[80] sporadestv.com
[44] google.com
[19] nature.com
[15] maghreb-post.de
[14] free.fr
[11] elsevierhealth.com
[11] biorxiv.org
[9] youtube.com

Top Domains in Tweet in G1:
[80] sporadestv.com
[41] twitter.com
[20] nih.gov
[6] ert.gr
[6] biorxiv.org
[4] eidisis24.gr
[4] misterio.info
[4] hyp.is
[3] doi.org
[3] youtube.com

Top Domains in Tweet in G2:
[15] nih.gov
[7] nature.com
[5] twitter.com
[4] sciencedirect.com
[3] elsevierhealth.com
[3] asm.org
[3] tandfonline.com
[2] jci.org
[2] plos.org
[2] biorxiv.org

Top Domains in Tweet in G3:
[5] twitter.com
[1] co.uk
[1] umn.edu

Top Domains in Tweet in G4:
[3] nih.gov
[2] sciencedaily.com
[1] elsevierhealth.com

Top Domains in Tweet in G5:
[43] google.com
[1] jkms.org

Top Domains in Tweet in G6:
[3] nih.gov
[1] twitter.com
[1] sciencewithdrdoug.com

Top Domains in Tweet in G7:
[1] elsevierhealth.com
[1] up.pt
[1] threadreaderapp.com

Top Domains in Tweet in G8:
[2] nih.gov
[1] cormandrostenreview.com
[1] youtube.com
[1] technologyreview.com
[1] twitter.com

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

Top Domains in Tweet in G10:
[1] com.ar
[1] bbc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[62] covid19
[20] sarscov2
[17] coronavirus
[17] infographics
[15] wuhan
[15] eii
[14] pasteur
[8] receptorbindingdomains
[7] covid
[7] fahreddinkocayargilansin



Top Hashtags in Tweet in G1:
[13] covid19
[4] coronavirus
[2] newyear
[2] sarscov2
[2] covid
[2] smyt
[1] jornaldacultura
[1] bfmtv
[1] elysee
[1] masques

Top Hashtags in Tweet in G8:
[1] pcrtest
[1] goodbye

Top Hashtags in Tweet in G9:
[1] tcellimmunity
[1] nih

Top Words
Top Words in Tweet in Entire Graph:
[3258] sars
[3168] cov
[1096] î
[517] virus
[387] covid
[366] coronavirus
[242] 19
[207] mers
[184] vaccines
[144] mã

Top Words in Tweet in G1:
[973] î
[502] cov
[500] sars
[66] virus
[61] îºî
[50] îµï
[45] αναλυτικοί
[45] πίνακες
[44] îºîµï
[42] νέες

Top Words in Tweet in G2:
[235] cov
[233] sars
[42] virus
[35] mouse
[27] bat
[27] human
[27] billybostickson
[24] adapted
[19] used
[17] spike

Top Words in Tweet in G3:
[88] sars
[84] cov
[67] virus
[66] g05vi
[46] diferentes
[41] cepa
[30] cepas
[30] especie
[28] linaje
[26] miembro

Top Words in Tweet in G4:
[168] sars
[151] cov
[124] robinmonotti
[75] sequence
[66] analysis
[63] 90
[63] 52
[63] identity
[62] protein
[34] showed

Top Words in Tweet in G5:
[138] sars
[98] cov
[84] pirbright
[84] coronavirus
[46] covid
[44] patent
[44] 19
[43] causes
[43] humans
[42] gamma

Top Words in Tweet in G6:
[119] î
[71] th2
[70] vaccines
[70] type
[69] challenge
[69] mice
[69] given
[69] led
[69] occurrence
[69] immunopathology

Top Words in Tweet in G7:
[88] sars
[88] cov
[39] lancet
[39] dias
[38] liberdademedico
[38] publica
[38] 10
[27] revisãƒo
[27] sistemã
[27] tica

Top Words in Tweet in G8:
[49] covid
[49] ago
[48] janicew78256134
[47] boris
[47] hosp
[47] admissions
[47] 33
[47] deaths
[47] 20
[47] last

Top Words in Tweet in G9:
[24] sars
[24] cov
[11] years
[10] cell
[8] 17
[5] drhoenderkamp
[5] gt
[5] exists
[5] immunity
[4] drsimonegold

Top Words in Tweet in G10:
[62] cuba
[62] sars
[62] cov
[61] nasalferón
[61] gotas
[61] nasales
[61] enfrentar
[61] coronavirus
[61] evita
[61] replique

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2944] sars,cov
[765] î,î
[233] cov,sars
[211] covid,19
[162] mers,cov
[104] cov,mers
[85] th2,type
[84] type,immunopathology
[84] vaccines,led
[84] led,occurrence

Top Word Pairs in Tweet in G1:
[684] î,î
[469] sars,cov
[61] î,îºî
[50] î,îµï
[50] îµï,î
[48] îºî,î
[45] αναλυτικοί,πίνακες
[44] î,îºîµï
[42] νέες,μολύνσεις
[40] î,ïƒîµî

Top Word Pairs in Tweet in G2:
[208] sars,cov
[24] mouse,adapted
[23] adapted,sars
[13] chimeric,virus
[12] generated,characterized
[12] characterized,chimeric
[11] seamless,assembly
[11] assembly,called
[11] called,seeâ
[11] seeâ,sites

Top Word Pairs in Tweet in G3:
[82] sars,cov
[27] cov,sars
[26] cepa,miembro
[26] miembro,especie
[25] especie,virus
[23] cov,cepas
[22] virus,propiedades
[22] propiedades,sustancialmente
[22] sustancialmente,diferentes
[22] diferentes,probablemente

Top Word Pairs in Tweet in G4:
[148] sars,cov
[63] 90,52
[60] cov,protein
[35] robinmonotti,sars
[33] sequence,analysis
[33] analysis,showed
[33] showed,90
[33] 52,identity
[33] identity,sars
[33] cov,molecular

Top Word Pairs in Tweet in G5:
[96] sars,cov
[44] covid,19
[43] causes,covid
[43] 19,humans
[43] humans,sars
[42] gamma,coronavirus
[42] coronavirus,affects
[42] affects,chickens
[42] chickens,beta
[42] beta,coronavirus

Top Word Pairs in Tweet in G6:
[81] î,î
[69] challenge,mice
[69] mice,given
[69] given,vaccines
[69] vaccines,led
[69] led,occurrence
[69] occurrence,th2
[69] th2,type
[69] type,immunopathology
[67] kantonaargau,challenge

Top Word Pairs in Tweet in G7:
[86] sars,cov
[39] cov,sars
[38] lancet,publica
[38] 10,dias
[38] dias,sars
[37] liberdademedico,lancet
[27] publica,revisãƒo
[27] revisãƒo,sistemã
[27] sistemã,tica
[27] tica,transmissã

Top Word Pairs in Tweet in G8:
[47] boris,hosp
[47] hosp,admissions
[47] admissions,33
[47] 33,deaths
[47] deaths,20
[47] 20,last
[47] last,week
[47] week,covid
[47] covid,jab
[47] jab,roll

Top Word Pairs in Tweet in G9:
[23] sars,cov
[8] 17,years
[6] cov,cell
[5] gt,17
[4] drhoenderkamp,sars
[4] cell,gt
[3] censorship,typically
[3] typically,preceded
[3] preceded,disinformation
[3] disinformation,campaign

Top Word Pairs in Tweet in G10:
[62] sars,cov
[61] nasalferón,gotas
[61] gotas,nasales
[61] nasales,cuba
[61] cuba,enfrentar
[61] enfrentar,coronavirus
[61] coronavirus,evita
[61] evita,replique
[61] replique,sars
[61] cov,cubanos

Top Replied-To
Top Replied-To in Entire Graph:
@ayjchan
@oceanimundi
@harvard2h
@jasonptodd
@chris_f_carson
@flavinkins
@lximenezfyvie
@billybostickson
@kenpcg
@ymcamomfmm

Top Replied-To in G2:
@ayjchan
@harvard2h
@flavinkins
@angie_rasmussen
@ymcamomfmm
@kenpcg
@billybostickson
@oscardev3
@macroliter
@sharon_forsyth

Top Replied-To in G3:
@oceanimundi
@lximenezfyvie
@lisa_iannattone
@victorqq
@marcelasaebl
@multiformato
@misscromatina
@jorgegzlopez
@jccharc
@g05vi

Top Replied-To in G4:
@robinmonotti
@dusttrades
@chubbylysosome

Top Replied-To in G5:
@tj0055
@britsincancun
@oldmanlogan2008
@annadebuisseret
@bbcfrch
@mydrunkenson1
@katydue2
@paulgar38504577
@mrgoldstein7
@4lph4thor

Top Replied-To in G6:
@kantonaargau
@general_qanah
@beacon_freedom
@thomas_binder
@annettecreft

Top Replied-To in G7:
@gui_sccp_wagner
@minsaude
@claudioedantas
@luisalb35006961
@hfernandesbio
@henrique_oca
@jairbolsonaro
@canalccore2

Top Replied-To in G8:
@inaliberata1
@dl7010
@patrici37505931
@jonnyseale1975
@thewibblemovem1
@richardursomd
@janicew78256134

Top Replied-To in G9:
@comfy_123
@ashtfe
@winston45448699
@adycross725
@thelongergame
@eyebytedc
@apb_____
@malmphegor
@thorpe7777
@byronw70

Top Replied-To in G10:
@tarentatuy

Top Mentioned
Top Mentioned in Entire Graph:
@robinmonotti
@thomas_binder
@kantonaargau
@g05vi
@iangulochacon
@minesoh
@janicew78256134
@professorarr
@liberdademedico
@patrickweil1

Top Mentioned in G1:
@jacksonsmitha
@nanaansah
@chemistrykaren
@ecopolitic_ro

Top Mentioned in G2:
@billybostickson
@nicholsonbaker8
@smackenziekerr
@flavinkins
@nymag
@rossana38510044
@k_g_andersen
@angie_rasmussen
@erictopol
@bretweinstein

Top Mentioned in G3:
@g05vi
@stratcons
@lximenezfyvie
@arambaut
@gisaid
@ecdc_eu
@nature
@marcelasaebl
@who
@misscromatina

Top Mentioned in G4:
@robinmonotti
@disorientated21
@politicsweb
@romancabanac
@rach_driver

Top Mentioned in G5:
@knowurenemy3
@drdavidsamadi
@jobutterfly888
@pipsinks
@gatesfoundation
@cdcgov
@pirbright_inst
@bwfund
@defragovuk
@rogerstrevor1

Top Mentioned in G6:
@thomas_binder
@kantonaargau
@xenosstinkriti
@robinmonotti
@ubkfrantisek
@beacon_freedom
@general_qanah
@billybostickson
@janamh
@swissscience_tf

Top Mentioned in G7:
@liberdademedico
@nise_dra
@minsaude
@docrenaccc
@claudioedantas
@edmigowski
@govbr
@douglassfru
@jairbolsonaro
@arock4ever

Top Mentioned in G8:
@janicew78256134
@youtube
@tuneoutandlook
@heaneyp
@matthancock
@pcrclaims
@thecultie
@inaliberata1
@pfizer
@biontech_group

Top Mentioned in G9:
@drsimonegold
@drhoenderkamp
@davidhoban8
@neilclark66
@markready47
@raoult_didier
@breesanna
@stacey_rudin
@larrytenney
@thejohnstrand

Top Mentioned in G10:
@iangulochacon
@pagina12

Top Tweeters
Top Tweeters in Entire Graph:
@lasillarota
@paoloigna1
@threadreaderapp
@amaia_haikazti
@inabster
@fainformazione
@repubblica
@menabster
@maybel65
@thehill

Top Tweeters in G1:
@maybel65
@astratv1
@inewsgr
@diogenischarala
@lightvampire
@questoyquelotro
@kokikokiya
@twieterazzi
@sporadestv
@tonytony0250

Top Tweeters in G2:
@paulpaul49
@loonylaura
@stillwaters777
@nymag
@stlentner
@nunl
@cunttheredeemer
@schneiderleonid
@propublica
@laurie_garrett

Top Tweeters in G3:
@jrm2406
@econokafka
@cp24
@rgrustrian
@jccharc
@crof
@juanomarfierro
@mackayim
@stratcons
@aichoron

Top Tweeters in G4:
@sanlovita
@jackcolleton
@ban_animal_test
@annika1021
@roodgridance
@turnermx
@drkassandrapari
@nellsventura
@jokerfleck2
@lillyhami

Top Tweeters in G5:
@leahr77
@newscomauhq
@rakiko_hime
@jansensadriaan
@sierrawhiskee
@oldmanlogan2008
@surveyorx
@ezralevant
@conserve_life
@souledoutworld

Top Tweeters in G6:
@loulan_777
@phoenixmerlin1
@sarfsee
@kirschstengeli
@vto2020
@summerbreeze712
@zelsta5312
@donkamion78
@landofree
@tired1967

Top Tweeters in G7:
@gabriel08819060
@roxmo
@morenojose0809
@carter_embrey
@minsaude
@_dea_ln
@iaragb
@adraeng
@dramonicagiusti
@selma10621121

Top Tweeters in G8:
@carlfletcher15
@nick_pye
@tony80554056
@lizzywales
@seancorourke
@bobmoor33020935
@teejayr31
@piepony1
@miserablesatire
@kbfguy

Top Tweeters in G9:
@huffpost
@thereal_truther
@hcashny
@1995juliacs
@mlilleker
@markready47
@sepsisuk
@francis_hoar
@miriwood
@neilclark66

Top Tweeters in G10:
@juang44
@carlongart
@prof_yurbe
@aponwaog
@artecanal4
@joseant72838920
@elchamocandanga
@tarentatuy
@ramedugonzalez
@251063andy


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.