SARS-COV, Twitter, 7/29/2022 1:37:06 PM, 279675


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SARS-COV_2022-07-29_02-30-24.xlsx
SARS-COV_2022-07-29_02-30-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 29, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3bfCTjH
@covidnewsfast
@timodelpino
@banounhelene
@ibrahimmarro
@c_a_gustave
@dover63a
@imelda_mairead
@xabitron1
@_ppmv
@beattrice_

Top hashtags:
#covid19
#sarscov2
#coverpage
#monkeypox
#sars
#coronavirus
#usachsabiasque

Description:
Description
The graph represents a network of 1,982 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, 29 July 2022 at 09:32 UTC.

The requested start date was Friday, 29 July 2022 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, 7-hour, 20-minute period from Friday, 15 July 2022 at 05:03 UTC to Thursday, 28 July 2022 at 12:23 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 : 1982
Unique Edges : 970
Edges With Duplicates : 2452
Total Edges : 3422
Number of Edge Types : 5
Tweet : 201
Replies to : 259
Mentions : 648
Retweet : 1047
MentionsInRetweet : 1267
Self-Loops : 215
Reciprocated Vertex Pair Ratio : 0.00676027041081643
Reciprocated Edge Ratio : 0.0134297520661157
Connected Components : 321
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 505
Maximum Edges in a Connected Component : 1008
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.142883
Graph Density : 0.00049307981831435
Modularity : 0.558986
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,982 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, 29 July 2022 at 09:32 UTC.

The requested start date was Friday, 29 July 2022 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, 7-hour, 20-minute period from Friday, 15 July 2022 at 05:03 UTC to Thursday, 28 July 2022 at 12:23 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:
[22] https://www.pnas.org/doi/10.1073/pnas.2203760119
[6] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[6] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[5] https://www.wired.com/story/these-vaccines-will-take-aim-at-covid-and-its-entire-sars-lineage/
[5] https://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf
[5] https://pubmed.ncbi.nlm.nih.gov/22536382/
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141560/
[3] https://gwhpcorp.com/product-category/infectious-diseases/viral/covid-19/
[3] https://gwhpcorp.com/product/antigen-rapid-diagnostics-test-rdt-for-covid-19-sars-cov-2-or-sars-2-nasal-swab-maybe-saliva/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/

Top URLs in Tweet in G3:
[22] https://www.pnas.org/doi/10.1073/pnas.2203760119
[1] https://twitter.com/tatiann69922625/status/1551808009172668416

Top URLs in Tweet in G4:
[3] https://gwhpcorp.com/product-category/infectious-diseases/viral/covid-19/
[3] https://gwhpcorp.com/product/antigen-rapid-diagnostics-test-rdt-for-covid-19-sars-cov-2-or-sars-2-nasal-swab-maybe-saliva/
[2] https://video.cytivalifesciences.com/webinars/watch/Uedc7143yRCNCzm82NRTDQ
[2] https://www.eventiavversinews.it/i-cannabinoidi-bloccano-lingresso-cellulare-di-sars-cov%e2%80%912-e-delle-emergenti-varianti-studio/
[2] https://www.amazon.it/dp/B09NDTTHHR/?tag=amzoffers02-21&psc=1
[2] https://www.amazon.it/dp/B073PD6YRQ/?tag=amzoffers02-21&psc=1
[1] https://hw-videos.worldstarhiphop.com/u/vid/2021/08/MQBRqX07tEXG.mp4
[1] https://twitter.com/pqvivempouco/status/1547931100135059459
[1] https://fortune.com/2022/07/16/covid-reinfection-silver-lining-t-cells-tcells-could-tame-pandemic-herd-immunity-protection/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7151860/#!po=41.6667

Top URLs in Tweet in G5:
[3] https://link.springer.com/article/10.1007/s00705-010-0729-6?fbclid=IwAR3yNfuHykjJbuDGMNqfo6eEFAZ5IqJ_KE9dgcrspGn4xdRQDFBYR8y4MP4
[1] https://www.science.org/doi/10.1126/science.abn2222
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell%2Fpdf%2FS0092-8674%2821%2900991-0.pdf&rc=0
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Fscitable%2Fknowledge%2Flibrary%2Foverview-of-hominin-evolution-89010983%2F
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/about-epidemiology/identifying-source-outbreak.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fcases-updates%2Fabout-epidemiology%2Fidentifying-source-outbreak.html

Top URLs in Tweet in G6:
[1] https://en.wikipedia.org/wiki/Bat_SARS-like_coronavirus_WIV1

Top URLs in Tweet in G9:
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DRhiiDblR2zY&q=EgS4SO-bGM-vroUGIhClL8y3WdxUqfjyp3syUE22MgFy
[1] http://biorxiv.org/lookup/doi/10.1101/2020.05.01.073262

Top URLs in Tweet in G10:
[1] https://www.theobserver.ca/opinion/are-there-too-many-false-negatives-being-tested

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] covid19
[8] sarscov2
[6] coverpage
[5] monkeypox
[4] sars
[4] coronavirus
[4] usachsabiasque
[3] comingsoon
[3] virologytwitter
[3] covaxin



Top Hashtags in Tweet in G4:
[6] covid19
[3] comingsoon
[2] sars
[1] vaccin
[1] ubi
[1] fuel
[1] food
[1] mrnavaccines
[1] vaccines
[1] lifesciences

Top Hashtags in Tweet in G7:
[1] stoehrfall

Top Hashtags in Tweet in G8:
[2] nuhr

Top Hashtags in Tweet in G9:
[2] ralphbaric
[1] originsofcovid

Top Words
Top Words in Tweet in Entire Graph:
[1580] sars
[1565] cov
[988] still
[986] very
[982] much
[502] pandemic
[496] hey
[494] good
[490] news
[490] ongoing

Top Words in Tweet in G1:
[971] very
[970] still
[970] much
[485] hey
[485] good
[485] morning
[485] everybody
[485] breaking
[485] news
[485] sars

Top Words in Tweet in G2:
[310] sida
[155] vacuna
[155] contra
[155] sars
[155] cov
[155] provoca
[155] pensar
[155] virus
[155] estado
[155] provocado

Top Words in Tweet in G3:
[123] sars
[123] cov
[89] banounhelene
[65] réactivité
[65] cellules
[65] associée
[65] l'immunité
[65] croisee
[65] coronavirus
[65] banal

Top Words in Tweet in G4:
[143] sars
[138] cov
[15] covid
[12] virus
[10] test
[8] hcov
[7] respiratory
[7] syndrome
[7] coronavirus
[7] vaccines

Top Words in Tweet in G5:
[34] sars
[32] cov
[12] p_mcculloughmd
[8] gvdbossche
[8] hiv
[7] same
[7] krochetxkorner
[7] insidejobby
[7] fudyou2
[7] beckyj2779

Top Words in Tweet in G6:
[14] jjcouey
[13] ethicalskeptic
[13] deinertdoc
[11] charlesrixey
[11] cov
[9] dasher8090
[9] bretweinstein
[9] sars
[8] chrismartenson
[8] brendaneich

Top Words in Tweet in G7:
[17] sars
[15] cov
[6] stohr_klaus
[5] viren
[5] aktuelle_stunde
[4] die
[4] man
[3] corona
[3] mag
[3] infektion

Top Words in Tweet in G8:
[17] die
[16] karl_lauterbach
[10] ehrlich
[10] lauterbach
[10] mag
[10] grenzdebilen
[10] mob
[10] beeindrucken
[10] grundzüge
[9] cov

Top Words in Tweet in G9:
[22] cov
[21] sars
[10] ralph
[8] daszak
[8] showed
[7] wiv1
[6] 2013
[6] zheng
[6] li
[6] shi

Top Words in Tweet in G10:
[29] name
[25] covid
[25] 19
[21] patent
[16] 2015
[15] application
[14] appear
[11] sars
[11] cov
[9] until

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1514] sars,cov
[978] still,very
[978] very,much
[490] news,sars
[490] cov,pandemic
[489] hey,good
[489] good,morning
[489] morning,everybody
[489] everybody,breaking
[489] breaking,news

Top Word Pairs in Tweet in G1:
[970] still,very
[970] very,much
[485] hey,good
[485] good,morning
[485] morning,everybody
[485] everybody,breaking
[485] breaking,news
[485] news,sars
[485] sars,cov
[485] cov,pandemic

Top Word Pairs in Tweet in G2:
[155] vacuna,contra
[155] contra,sars
[155] sars,cov
[155] cov,provoca
[155] provoca,sida
[155] sida,pensar
[155] pensar,virus
[155] virus,sida
[155] sida,estado
[155] estado,provocado

Top Word Pairs in Tweet in G3:
[123] sars,cov
[65] réactivité,cellules
[65] cellules,associée
[65] associée,l'immunité
[65] l'immunité,croisee
[65] croisee,coronavirus
[65] coronavirus,banal
[65] banal,sars
[65] cov,taux
[65] taux,d'anticorps

Top Word Pairs in Tweet in G4:
[130] sars,cov
[11] cov,sars
[6] respiratory,syndrome
[6] inhibition,sars
[5] mers,cov
[5] severe,acute
[5] acute,respiratory
[4] crystal,structure
[4] between,sars
[4] covid,19

Top Word Pairs in Tweet in G5:
[30] sars,cov
[7] eraqbjorn,whykeepitup
[7] whykeepitup,stu_butcher99
[6] fudyou2,beckyj2779
[6] beckyj2779,eraqbjorn
[6] bhchillin76,ringshanks
[6] ringshanks,breezergalway
[6] mr_magoo5,bigbruce1972
[6] bigbruce1972,basil_ireton
[6] basil_ireton,tierrahenson

Top Word Pairs in Tweet in G6:
[8] sars,cov
[8] chrismartenson,bretweinstein
[8] bretweinstein,brendaneich
[8] brendaneich,alykhansatchu
[8] alykhansatchu,deinertdoc
[8] deinertdoc,jjcouey
[8] jjcouey,ethicalskeptic
[8] ethicalskeptic,uninitiated
[7] charlesrixey,chrismartenson
[7] uninitiated,pol

Top Word Pairs in Tweet in G7:
[14] sars,cov
[3] corona,viren
[2] kamikazefpv,thoughtfultom
[2] thoughtfultom,stohr_klaus
[2] herr,stöhr
[2] stöhr,ausgewiesener
[2] ausgewiesener,experte
[2] experte,seine
[2] seine,aussage
[2] aussage,richtig

Top Word Pairs in Tweet in G8:
[10] karl_lauterbach,ehrlich
[10] ehrlich,lauterbach
[10] lauterbach,mag
[10] mag,grenzdebilen
[10] grenzdebilen,mob
[10] mob,beeindrucken
[10] beeindrucken,die
[10] die,grundzüge
[9] susannebaessler,karl_lauterbach
[9] grundzüge,immunologi

Top Word Pairs in Tweet in G9:
[21] sars,cov
[6] 2013,zheng
[6] zheng,li
[6] li,shi
[6] shi,ses
[6] ses,collègues
[6] collègues,l'institut
[6] l'institut,virologie
[6] virologie,wuhan
[6] wuhan,identifient

Top Word Pairs in Tweet in G10:
[25] covid,19
[16] name,covid
[15] patent,application
[14] 19,appear
[14] appear,2015
[14] 2015,patent
[11] sars,cov
[9] name,sars
[9] cov,covid
[9] 19,until

Top Replied-To
Top Replied-To in Entire Graph:
@xrp_hodl_r
@drzoid
@karl_lauterbach
@harishseshadri2
@maximvsatriaus
@gvdbossche
@nos
@p_mcculloughmd
@belmer_j
@kamikazefpv

Top Replied-To in G3:
@girardotmarc

Top Replied-To in G5:
@xrp_hodl_r
@drzoid
@gvdbossche
@p_mcculloughmd
@scotub
@vanranstmarc
@simonino59
@pgmcoolen
@marionkoopmans
@frankdelia7

Top Replied-To in G6:
@jjcouey
@chrismartenson
@engineer2the
@dasher8090

Top Replied-To in G7:
@kamikazefpv
@keeperoftraaken
@nboldyrev
@sasapi9a
@bastit1989
@isabelruland
@momof2andahalf
@ivanhajduk10

Top Replied-To in G8:
@karl_lauterbach
@ard_bab
@sabinebr3
@weisse_kerze
@tagesschau

Top Replied-To in G9:
@billybostickson
@stephengm99
@theethaniverson

Top Replied-To in G10:
@kacrn91
@whatsup_canada
@drjamesolsson
@dozzle101
@ryanledbetter20
@captainwonkish
@galacticemporer
@val46316382
@ozraeliavi
@james_thomas127

Top Mentioned
Top Mentioned in Entire Graph:
@covidnewsfast
@timodelpino
@banounhelene
@dover63a
@born4win
@drpkquashie
@karl_lauterbach
@waccbip_ug
@jjcouey
@ethicalskeptic

Top Mentioned in G1:
@covidnewsfast

Top Mentioned in G2:
@timodelpino

Top Mentioned in G3:
@banounhelene
@dover63a
@ruhaultn
@girardotmarc

Top Mentioned in G5:
@p_mcculloughmd
@krochetxkorner
@insidejobby
@fudyou2
@beckyj2779
@eraqbjorn
@whykeepitup
@stu_butcher99
@bhchillin76
@ringshanks

Top Mentioned in G6:
@jjcouey
@ethicalskeptic
@deinertdoc
@charlesrixey
@bretweinstein
@dasher8090
@brendaneich
@alykhansatchu
@chrismartenson
@daoyu15

Top Mentioned in G7:
@stohr_klaus
@aktuelle_stunde
@thoughtfultom
@wdraktuell
@nzz
@birckenbach
@dkgev
@dnz3457
@wdr
@fine1102

Top Mentioned in G8:
@karl_lauterbach
@susannebaessler
@tagesschau
@derechtegrubert
@mark09841568
@kuschelcoach
@shoutingcassy

Top Mentioned in G9:
@notanewsnet
@innominata_
@ayjchan
@inwuchang
@baric_lab
@uncpublichealth
@connor_boyd_
@ianbirrell
@ericlars1
@cece_state48

Top Mentioned in G10:
@donniev23
@whatsup_canada
@kacrn91
@cryptowala65
@eyes_of_reason
@wchrisnunn
@dildorobot
@s4r1n_au
@covidinsanity
@rubiconcapital_

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@roblwilson
@thehill
@lalachanka62
@b1e56df9ce6549f
@reuters
@moreandagain
@anaperezmartin
@brendahazelhur1
@larepublica_pe

Top Tweeters in G1:
@jurylady5
@roblwilson
@b1e56df9ce6549f
@brendahazelhur1
@catherinemginn
@zardoz420wpn
@protectingterra
@michaelpurvis64
@debp197
@pen_bird

Top Tweeters in G2:
@anaperezmartin
@virario3
@ctoro1962
@rubendatito
@vadodecaza1
@galaniii
@mastophora1
@pilargonzlezl1
@ladiosalibre
@reloadedlnz2020

Top Tweeters in G3:
@4litanglilou67
@william85837998
@carolinebharati
@mandrinvienne
@andre002nicolas
@vicmahec
@frederiquerinc1
@mariebrin68
@micky91
@babibelle33

Top Tweeters in G4:
@larepublica_pe
@e_consulta
@rdelinfo
@barbiebrox
@zaynbrokens
@myjournals
@estelitaborges
@msotkov
@psuitenetwork
@bulletin_ex

Top Tweeters in G5:
@martijntonies
@breezergalway
@frankdelia7
@iainmulady
@westhammatters
@pawley_robert
@swaledalemutton
@judysimpson222
@dcsz14
@basil_ireton

Top Tweeters in G6:
@alykhansatchu
@susanvermazen
@donnadavishnl
@brendaneich
@daoyu15
@harpersnotes
@thundersden
@cloudzzz757
@chrisalbertell1
@sommenrider

Top Tweeters in G7:
@nzz
@wdraktuell
@ontimeoffblock
@aktuelle_stunde
@_s__l_
@ivanhajduk10
@dnz3457
@isabelruland
@wdr
@grutterstephan

Top Tweeters in G8:
@tagesschau
@susannebaessler
@orrydontw
@ard_bab
@sabinebr3
@derechtegrubert
@shoutingcassy
@weisse_kerze
@der_normal_by
@mark09841568

Top Tweeters in G9:
@billybostickson
@r_h_ebright
@ianbirrell
@ct_bergstrom
@notanewsnet
@thavisouk78
@scarredeye
@ayjchan
@fxfader
@e_rat_smus6666

Top Tweeters in G10:
@pdrillin
@aipcjtx
@whatsup_canada
@captainwonkish
@val46316382
@cryptowala65
@ozraeliavi
@kacrn91
@breagharose21
@donniev23


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