SARS-COV, Twitter, 1/16/2021 7:56:44 PM, 245777


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SARS-COV_2021-01-16_03-44-25.xlsx
SARS-COV_2021-01-16_03-44-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/2XPOICE
@lennert_vd_boom
@michaelyeadon3
@markready47
@thomas_binder
@nicholsonbaker8
@drhoenderkamp
@oneacre
@miriwood
@breesanna
@flavinkins

Top hashtags:
#covid19
#sarscov2
#coronavirus
#wuhan
#eii
#pasteur
#derechoshumanos

Description:
Description
The graph represents a network of 4,271 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, 16 January 2021 at 11:49 UTC.

The requested start date was Saturday, 16 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, 5-minute period from Saturday, 02 January 2021 at 01:43 UTC to Friday, 15 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 : 4271
Unique Edges : 3121
Edges With Duplicates : 3555
Total Edges : 6676
Number of Edge Types : 5
Retweet : 1385
MentionsInRetweet : 2083
Replies to : 946
Tweet : 729
Mentions : 1533
Self-Loops : 779
Reciprocated Vertex Pair Ratio : 0.00988630746416214
Reciprocated Edge Ratio : 0.0195790504160548
Connected Components : 974
Single-Vertex Connected Components : 335
Maximum Vertices in a Connected Component : 1258
Maximum Edges in a Connected Component : 2755
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.201763
Graph Density : 0.000224047919715614
Modularity : 0.630215
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 4,271 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, 16 January 2021 at 11:49 UTC.

The requested start date was Saturday, 16 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, 5-minute period from Saturday, 02 January 2021 at 01:43 UTC to Friday, 15 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/
[4] https://pdfs.semanticscholar.org/962c/58e6dc9c1ea550eb51ce70b0d7c83dc7eff6.pdf?_ga=2.248083591.1613175371.1609781535-875609503.1609781535
[4] https://www.bbc.com/mundo/noticias-55517560
[3] https://pubmed.ncbi.nlm.nih.gov/22536382/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3335060/pdf/pone.0035421.pdf
[2] https://threadreaderapp.com/thread/1331582947238039553.html
[1] https://clinowl.com/acute-ischemic-stroke-in-sars-cov-mers-cov-sars-cov-2-neurorehabilitation-implications-of-inflammation-induced-immunological-responses-affecting-vascular-systems/?utm_source=rss&utm_medium=rss&utm_campaign=acute-ischemic-stroke-in-sars-cov-mers-cov-sars-cov-2-neurorehabilitation-implications-of-inflammation-induced-immunological-responses-affecting-vascular-systems
[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
[1] https://www.youtube.com/watch?v=IJOgXprtliI&utm_source=dlvr.it&utm_medium=twitter


Top URLs in Tweet in G1:
[3] https://pubmed.ncbi.nlm.nih.gov/22536382/
[1] https://www.ert.gr/perifereiakoi-stathmoi/kozani/d-makedonia-44-nees-molynseis-sars-cov-2-analytikoi-pinakes/
[1] https://www.ert.gr/perifereiakoi-stathmoi/tripoli/perifereia-peloponnisoy-36-nees-molynseis-sars-cov-2-analytikoi-pinakes/
[1] https://www.ert.gr/perifereiakoi-stathmoi/larisa/thessalia-25-nees-molynseis-sars-cov-2-analytikoi-pinakes/
[1] https://wwwnc.cdc.gov/eid/article/26/11/20-3299_article
[1] https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2020.25.3.2000045
[1] https://twitter.com/ballouxfrancois/status/1336838092158857217
[1] https://microbioun.blogspot.com/#.X_CqvX2a-MR.twitter
[1] https://www.imparcialrd.do/2021/01/msp-reporta-366-casos-nuevos-del-virus.html?m=1
[1] https://www.teleradioamerica.com/2021/01/reportan-366-casos-nuevos-del-virus-sars-cov-en-ultimas-24-horas/

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

Top URLs in Tweet in G4:
[4] https://pdfs.semanticscholar.org/962c/58e6dc9c1ea550eb51ce70b0d7c83dc7eff6.pdf?_ga=2.248083591.1613175371.1609781535-875609503.1609781535
[1] https://www.fluoridefreepeel.ca/u-k-dept-of-health-and-social-care-has-no-record-of-covid-19-virus-isolation/
[1] https://twitter.com/GhostRider_98/status/1345842416574672896
[1] https://newtube.app/user/johndohh/9YfVi8O
[1] http://patft.uspto.gov/netacgi/nph-Parser?Sect1=PTO2&Sect2=HITOFF&p=1&u=%2Fnetahtml%2FPTO%2Fsearch-bool.html&r=1&f=G&l=50&co1=AND&d=PTXT&s1=7776521&OS=7776521&RS=7776521

Top URLs in Tweet in G6:
[1] https://science.sciencemag.org/content/368/6491/630

Top URLs in Tweet in G9:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3335060/

Top Domains
Top Domains in Tweet in Entire Graph:
[90] twitter.com
[87] nih.gov
[87] sporadestv.com
[45] google.com
[21] nature.com
[15] maghreb-post.de
[14] free.fr
[12] biorxiv.org
[11] youtube.com
[11] elsevierhealth.com

Top Domains in Tweet in G1:
[87] sporadestv.com
[45] twitter.com
[22] nih.gov
[8] ert.gr
[6] biorxiv.org
[5] misterio.info
[4] eidisis24.gr
[4] com.mx
[4] hyp.is
[3] cdc.gov

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

Top Domains in Tweet in G3:
[43] google.com
[1] twitter.com
[1] jkms.org

Top Domains in Tweet in G4:
[7] semanticscholar.org
[3] nature.com
[2] twitter.com
[1] nih.gov
[1] europepmc.org
[1] cormandrostenreview.com
[1] fluoridefreepeel.ca
[1] newtube.app
[1] uspto.gov

Top Domains in Tweet in G5:
[3] nih.gov
[2] sciencedaily.com
[1] elsevierhealth.com

Top Domains in Tweet in G6:
[6] nature.com
[4] twitter.com
[2] nih.gov
[1] researchgate.net
[1] pepijnvanerp.nl
[1] clinicaltrials.gov
[1] cambridge.org
[1] sciencemag.org

Top Domains in Tweet in G7:
[6] twitter.com
[1] nih.gov
[1] co.uk

Top Domains in Tweet in G8:
[7] who.int
[1] up.pt

Top Domains in Tweet in G9:
[4] nih.gov
[1] twitter.com
[1] sciencewithdrdoug.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[61] covid19
[19] sarscov2
[18] coronavirus
[15] wuhan
[15] eii
[14] pasteur
[9] derechoshumanos
[8] covid
[8] receptorbindingdomains
[6] fahreddinkocayargilansin



Top Hashtags in Tweet in G1:
[14] covid19
[5] coronavirus
[2] sarscov2
[2] covid
[2] smyt
[2] thewiderwiserview
[1] misiones
[1] dap
[1] rodaviva
[1] covid19papers

Top Hashtags in Tweet in G4:
[4] covid19
[2] orf8
[2] sarscov2
[1] orf8_deletion
[1] covid
[1] bioweapon
[1] covidpatent
[1] fauci
[1] corruption
[1] lockdowns

Top Hashtags in Tweet in G6:
[8] receptorbindingdomains
[8] sarscov2
[1] 2020_recapapril

Top Hashtags in Tweet in G8:
[1] nih

Top Hashtags in Tweet in G10:
[1] covid19inflighttransmission
[1] tcellimmunity

Top Words
Top Words in Tweet in Entire Graph:
[3438] sars
[3255] cov
[1096] î
[539] virus
[471] coronavirus
[407] covid
[251] 19
[213] mers
[175] vaccines
[147] robinmonotti

Top Words in Tweet in G1:
[973] î
[583] cov
[579] sars
[80] virus
[61] îºî
[54] νέες
[54] μολύνσεις
[54] αναλυτικοί
[54] πίνακες
[50] îµï

Top Words in Tweet in G2:
[269] sars
[191] cov
[103] angie_rasmussen
[98] coronavirus
[90] going
[90] excellent
[90] piece
[90] ryan_mac_phd
[90] rodneyrohde
[90] oft

Top Words in Tweet in G3:
[148] sars
[109] cov
[85] coronavirus
[84] pirbright
[49] covid
[47] 19
[44] patent
[43] causes
[43] humans
[42] gamma

Top Words in Tweet in G4:
[63] sars
[42] cov
[15] isolated
[14] virus
[12] michaelyeadon3
[12] coronavirus
[12] never
[12] vaccines
[10] 29
[10] immunization

Top Words in Tweet in G5:
[185] sars
[166] cov
[137] robinmonotti
[85] sequence
[78] analysis
[73] identity
[73] 90
[73] 52
[70] protein
[40] showed

Top Words in Tweet in G6:
[66] sars
[55] cov
[14] bat
[9] human
[9] highly
[8] erictopol
[8] virus
[8] #receptorbindingdomains
[8] #sarscov2
[8] conserved

Top Words in Tweet in G7:
[87] sars
[84] cov
[66] g05vi
[66] virus
[46] diferentes
[41] cepa
[30] cepas
[30] especie
[28] linaje
[26] miembro

Top Words in Tweet in G8:
[29] sars
[28] cov
[15] contra
[8] vírus
[8] inclusive
[7] cloroquina
[7] eficaz
[7] diversos
[7] coronavírus
[7] síndrome

Top Words in Tweet in G9:
[119] î
[70] th2
[69] vaccines
[69] type
[68] challenge
[68] mice
[68] given
[68] led
[68] occurrence
[68] immunopathology

Top Words in Tweet in G10:
[30] cov
[29] sars
[10] cell
[8] 17
[8] years
[7] cdcgov
[5] exists
[5] gt
[5] study
[5] time

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3018] sars,cov
[765] î,î
[231] cov,sars
[222] covid,19
[177] mers,cov
[109] cov,mers
[106] sars,coronavirus
[90] going,sars
[90] coronavirus,excellent
[90] excellent,piece

Top Word Pairs in Tweet in G1:
[684] î,î
[543] sars,cov
[61] î,îºî
[54] αναλυτικοί,πίνακες
[52] νέες,μολύνσεις
[51] μολύνσεις,sars
[50] î,îµï
[50] îµï,î
[49] cov,αναλυτικοί
[48] îºî,î

Top Word Pairs in Tweet in G2:
[167] sars,cov
[91] sars,coronavirus
[90] going,sars
[90] coronavirus,excellent
[90] excellent,piece
[90] piece,ryan_mac_phd
[90] ryan_mac_phd,rodneyrohde
[90] rodneyrohde,oft
[90] oft,ignored
[90] ignored,topic

Top Word Pairs in Tweet in G3:
[106] sars,cov
[46] 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 G4:
[41] sars,cov
[12] sars,coronavirus
[11] never,isolated
[10] immunization,sars
[10] coronavirus,vaccines
[10] vaccines,leads
[8] leads,pulmonary
[7] pulmonary,immunopathology
[7] immunopathology,challenge
[7] challenge,sars

Top Word Pairs in Tweet in G5:
[163] sars,cov
[73] 90,52
[68] cov,protein
[40] robinmonotti,sars
[39] sequence,analysis
[39] analysis,showed
[39] showed,90
[39] 52,identity
[39] identity,sars
[39] cov,molecular

Top Word Pairs in Tweet in G6:
[54] sars,cov
[8] #receptorbindingdomains,#sarscov2
[8] #sarscov2,sars
[8] cov,highly
[8] highly,conserved
[8] conserved,cryptic
[8] cryptic,epitope
[8] epitope,cr3022
[8] cr3022,complex
[8] complex,sars

Top Word Pairs in Tweet in G7:
[81] 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 G8:
[26] sars,cov
[7] cloroquina,eficaz
[7] eficaz,contra
[7] contra,diversos
[7] diversos,vírus
[7] vírus,inclusive
[7] inclusive,contra
[7] contra,coronavírus
[7] coronavírus,síndrome
[7] síndrome,respiratória

Top Word Pairs in Tweet in G9:
[81] î,î
[68] challenge,mice
[68] mice,given
[68] given,vaccines
[68] vaccines,led
[68] led,occurrence
[68] occurrence,th2
[68] th2,type
[68] type,immunopathology
[66] kantonaargau,challenge

Top Word Pairs in Tweet in G10:
[29] sars,cov
[8] 17,years
[6] cov,cell
[5] gt,17
[4] drhoenderkamp,sars
[4] cell,gt
[4] time,start
[4] start,quarantine
[4] quarantine,sars
[3] cell,response

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

Top Replied-To in G2:
@ayjchan
@harvard2h
@angie_rasmussen
@ymcamomfmm
@kenpcg
@billybostickson
@lisa_iannattone
@monarahalkar
@sharon_forsyth
@theseeker268

Top Replied-To in G3:
@tj0055
@britsincancun
@oldmanlogan2008
@annadebuisseret
@bbcfrch
@joebiden
@normannakanishi
@prestonlewis77
@mydrunkenson1
@katydue2

Top Replied-To in G4:
@ballouxfrancois
@chris_f_carson
@michaelyeadon3
@knaeckebrot2
@raygran68753429
@susanc66
@tielleteakag
@freemen_opm
@ksorbs
@reptoid_hunter

Top Replied-To in G5:
@robinmonotti
@dusttrades
@chubbylysosome

Top Replied-To in G6:
@erictopol
@na_nanav
@drtoddlee
@waveydavey32
@mostlyproblema1
@nuijten_rob
@readyinafewdayz
@qu137157
@oscardev3
@macroliter

Top Replied-To in G7:
@oceanimundi
@lximenezfyvie
@g05vi
@rkarmark
@victorqq
@marcelasaebl
@multiformato
@misscromatina
@jorgegzlopez
@jccharc

Top Replied-To in G8:
@brunoeml
@anacarolpecanha
@sergiobrisola
@voebruno
@vitorma14766173
@maiconsant15
@133_miguel
@monteiroamands
@jojopancada
@miltonjung

Top Replied-To in G9:
@thomas_binder
@kantonaargau
@general_qanah
@beacon_freedom
@annettecreft

Top Replied-To in G10:
@eyebytedc
@winston45448699
@adycross725
@thelongergame
@apb_____
@malmphegor
@thorpe7777
@byronw70
@lucasarcady
@ashtfe

Top Mentioned
Top Mentioned in Entire Graph:
@robinmonotti
@angie_rasmussen
@ryan_mac_phd
@rodneyrohde
@thomas_binder
@kantonaargau
@g05vi
@iangulochacon
@minesoh
@janicew78256134

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

Top Mentioned in G2:
@angie_rasmussen
@ryan_mac_phd
@rodneyrohde
@billybostickson
@nicholsonbaker8
@smackenziekerr
@nymag
@rossana38510044
@k_g_andersen
@flavinkins

Top Mentioned in G3:
@joebiden
@knowurenemy3
@realdonaldtrump
@drdavidsamadi
@jobutterfly888
@pipsinks
@gatesfoundation
@cdcgov
@pirbright_inst
@bwfund

Top Mentioned in G4:
@michaelyeadon3
@shomburg
@jonrappoport
@profvrr
@adam_creighton
@juliahb1
@thomas_wilckens
@clarecraigpath
@jengleruk
@christi45657364

Top Mentioned in G5:
@robinmonotti
@disorientated21
@politicsweb
@romancabanac
@rach_driver

Top Mentioned in G6:
@mmw_lmw
@erictopol
@peterdaszak
@__ice9
@toad_spotted
@kakape
@betswrites
@niaidnews
@hongying_li
@usaidgh

Top Mentioned in G7:
@g05vi
@stratcons
@arambaut
@lximenezfyvie
@gisaid
@ecdc_eu
@nature
@marcelasaebl
@trvrb
@who

Top Mentioned in G8:
@drsimonegold
@ailtonbenedito
@raoult_didier
@nise_dra
@folha
@rconstantino
@jairbolsonaro
@minsaude
@breesanna
@docrenaccc

Top Mentioned in G9:
@thomas_binder
@kantonaargau
@xenosstinkriti
@robinmonotti
@ubkfrantisek
@alain_berset
@beacon_freedom
@general_qanah
@billybostickson
@janamh

Top Mentioned in G10:
@cdcgov
@drhoenderkamp
@nih
@nhsconfed
@randpaul
@davidhoban8
@neilclark66
@markready47
@carlosdelrio7
@rbiblebeliever

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
@diariomarcaoax
@sporadestv

Top Tweeters in G2:
@lizditz
@sandi_childs
@jjmplsmn
@pistach01
@lighthealing
@stillwaters777
@nymag
@stlentner
@laurajmg
@autarkh

Top Tweeters in G3:
@leahr77
@newscomauhq
@rakiko_hime
@jansensadriaan
@sierrawhiskee
@oldmanlogan2008
@surveyorx
@ezralevant
@conserve_life
@souledoutworld

Top Tweeters in G4:
@thehill
@mutalabala
@teajunkie1
@reptoid_hunter
@naphisoc
@tweettruth2me
@essexpr
@suewhitaker11
@60carltonst
@manorsteps

Top Tweeters in G5:
@princessofwails
@sanlovita
@jackcolleton
@ban_animal_test
@annika1021
@roodgridance
@turnermx
@drkassandrapari
@nellsventura
@jokerfleck2

Top Tweeters in G6:
@paulpaul49
@loonylaura
@gdorn1
@nunl
@schneiderleonid
@joa_becker
@milabelitardo
@refdag
@laurie_garrett
@infectiousdz

Top Tweeters in G7:
@jrm2406
@econokafka
@rgrustrian
@jccharc
@juanomarfierro
@nordicgeo
@mackayim
@stratcons
@aichoron
@gomezvives

Top Tweeters in G8:
@huffpost
@folha
@roxmo
@ordemprogresso7
@minsaude
@iaragb
@adraeng
@dramonicagiusti
@ailtonbenedito
@1995juliacs

Top Tweeters in G9:
@loulan_777
@baizuobu
@phoenixmerlin1
@sarfsee
@kirschstengeli
@vto2020
@summerbreeze712
@zelsta5312
@donkamion78
@landofree

Top Tweeters in G10:
@bettycjung
@cernovich
@thereal_truther
@janekin24
@hcashny
@mlilleker
@toetterbeck
@markready47
@sepsisuk
@francis_hoar


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