SARS-COV, Twitter, 7/28/2022 5:46:06 PM, 279617


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SARS-COV_2022-07-28_03-47-13.xlsx
SARS-COV_2022-07-28_03-47-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 28, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3PKDkRW
@covidnewsfast
@timodelpino
@banounhelene
@xabitron1
@_ppmv
@dover63a
@hypsignathus
@imelda_mairead
@beattrice_
@alberto_roman83

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

Description:
Description
The graph represents a network of 1,920 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, 28 July 2022 at 10:48 UTC.

The requested start date was Thursday, 28 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, 9-hour, 31-minute period from Thursday, 14 July 2022 at 02:57 UTC to Wednesday, 27 July 2022 at 12:29 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 : 1920
Unique Edges : 948
Edges With Duplicates : 2367
Total Edges : 3315
Number of Edge Types : 5
Replies to : 239
Mentions : 603
Retweet : 1029
MentionsInRetweet : 1258
Tweet : 186
Self-Loops : 200
Reciprocated Vertex Pair Ratio : 0.00585729499467519
Reciprocated Edge Ratio : 0.011646373742721
Connected Components : 313
Single-Vertex Connected Components : 87
Maximum Vertices in a Connected Component : 503
Maximum Edges in a Connected Component : 1002
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.136254
Graph Density : 0.000512691071738753
Modularity : 0.56204
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,920 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, 28 July 2022 at 10:48 UTC.

The requested start date was Thursday, 28 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, 9-hour, 31-minute period from Thursday, 14 July 2022 at 02:57 UTC to Wednesday, 27 July 2022 at 12:29 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
[5] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[5] https://pubmed.ncbi.nlm.nih.gov/22536382/
[4] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141560/
[3] https://www.news-medical.net/news/20220719/The-known-and-proposed-interactions-of-SARS-CoV-and-SARS-CoV-2-with-DNA-damage-response-pathways.aspx
[3] https://fluoridefreepeel.ca/
[3] https://www.eventiavversinews.it/i-cannabinoidi-bloccano-lingresso-cellulare-di-sars-cov%e2%80%912-e-delle-emergenti-varianti-studio/
[3] https://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf

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:
[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
[2] https://gwhpcorp.com/product-category/infectious-diseases/viral/covid-19/
[2] https://gwhpcorp.com/product/antigen-rapid-diagnostics-test-rdt-for-covid-19-sars-cov-2-or-sars-2-nasal-swab-maybe-saliva/
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa2204399?cookieSet=1
[1] https://twitter.com/NamikoF/status/1367802599135571974?s=20&t=AztwPzlmQqubOrvxAdA-iA
[1] https://www.amazon.com/dp/B092PG6H74
[1] https://twitter.com/MarionKoopmans/status/1547347510791897093

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://archive.ph/eiWvH
[1] https://archive.ph/Ohupc
[1] https://archive.ph/TrTW5
[1] https://en.wikipedia.org/wiki/Bat_SARS-like_coronavirus_WIV1

Top URLs in Tweet in G8:
[1] https://twitter.com/afpfr/status/1550847415627939840

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



Top Hashtags in Tweet in G4:
[5] covid19
[2] sars
[2] comingsoon
[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 G9:
[2] nuhr

Top Words
Top Words in Tweet in Entire Graph:
[1531] sars
[1519] cov
[989] still
[985] very
[982] much
[504] pandemic
[494] good
[490] news
[490] hey
[490] ongoing

Top Words in Tweet in G1:
[973] very
[972] still
[972] much
[486] hey
[486] good
[486] morning
[486] everybody
[486] breaking
[486] news
[486] 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:
[116] sars
[116] cov
[82] banounhelene
[58] réactivité
[58] cellules
[58] associée
[58] l'immunité
[58] croisee
[58] coronavirus
[58] banal

Top Words in Tweet in G4:
[136] sars
[131] cov
[16] covid
[13] virus
[8] coronavirus
[8] infection
[8] test
[7] 19
[7] respiratory
[7] syndrome

Top Words in Tweet in G5:
[21] sars
[20] cov
[10] p_mcculloughmd
[8] hiv
[7] same
[7] krochetxkorner
[7] insidejobby
[7] fudyou2
[7] beckyj2779
[7] eraqbjorn

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

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

Top Words in Tweet in G8:
[22] cov
[21] sars
[12] virus
[7] fitterhappieraj
[6] mariagallegobl
[6] findwhy
[6] mice
[6] experimented
[6] adapted
[6] mutated

Top Words in Tweet in G9:
[16] die
[15] karl_lauterbach
[10] ehrlich
[10] lauterbach
[10] mag
[10] grenzdebilen
[10] mob
[10] beeindrucken
[10] grundzüge
[9] susannebaessler

Top Words in Tweet in G10:
[42] 1st
[42] identified
[21] human
[21] coronaviruses
[21] 229e
[21] discovered
[21] 1967
[21] nl63
[21] hku1
[21] netherlands

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1465] 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:
[972] still,very
[972] very,much
[486] hey,good
[486] good,morning
[486] morning,everybody
[486] everybody,breaking
[486] breaking,news
[486] news,sars
[486] sars,cov
[486] 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:
[116] sars,cov
[58] réactivité,cellules
[58] cellules,associée
[58] associée,l'immunité
[58] l'immunité,croisee
[58] croisee,coronavirus
[58] coronavirus,banal
[58] banal,sars
[58] cov,taux
[58] taux,d'anticorps

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

Top Word Pairs in Tweet in G5:
[20] 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:
[14] 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:
[13] 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:
[21] sars,cov
[6] mariagallegobl,findwhy
[6] findwhy,fitterhappieraj
[6] fitterhappieraj,mice
[6] mice,experimented
[6] experimented,adapted
[6] adapted,sars
[6] cov,virus
[6] virus,virus
[6] virus,mutated

Top Word Pairs in Tweet in G9:
[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 G10:
[42] 1st,identified
[21] human,coronaviruses
[21] coronaviruses,1st
[21] identified,229e
[21] 229e,discovered
[21] discovered,1967
[21] 1967,nl63
[21] nl63,hku1
[21] hku1,1st
[21] identified,netherlands

Top Replied-To
Top Replied-To in Entire Graph:
@xrp_hodl_r
@karl_lauterbach
@harishseshadri2
@nos
@p_mcculloughmd
@belmer_j
@kamikazefpv
@alextellier2
@eugyppius1
@h5349122017

Top Replied-To in G3:
@girardotmarc

Top Replied-To in G5:
@xrp_hodl_r
@p_mcculloughmd
@drzoid
@frankdelia7
@siddeshgulla
@gvdbossche
@profpcdoherty

Top Replied-To in G6:
@jjcouey
@chrismartenson
@engineer2the
@dasher8090
@hartgroup_org
@clarecraigpath
@jesslovesmjk
@stephanieseneff

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

Top Replied-To in G8:
@mariagallegobl
@dr_pilgrim
@padilla_cury
@merylswanlake
@markmooch

Top Replied-To in G9:
@karl_lauterbach
@sabinebr3
@weisse_kerze

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

Top Mentioned in G1:
@covidnewsfast

Top Mentioned in G2:
@timodelpino

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

Top Mentioned in G4:
@knotalike

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
@birckenbach
@dkgev
@dnz3457
@wdr
@fine1102
@fraupanda_

Top Mentioned in G8:
@fitterhappieraj
@findwhy
@leonardibot
@mariagallegobl
@josemjg
@dr_pilgrim
@buenrollo13
@profmakris
@resiapretorius
@freitasabr

Top Mentioned in G9:
@karl_lauterbach
@susannebaessler
@derechtegrubert
@mark09841568
@kuschelcoach
@shoutingcassy

Top Mentioned in G10:
@born4win

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

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
@psuitenetwork
@bulletin_ex
@reisdeg

Top Tweeters in G5:
@breezergalway
@frankdelia7
@iainmulady
@westhammatters
@pawley_robert
@swaledalemutton
@judysimpson222
@basil_ireton
@profpcdoherty
@bluesteel543

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

Top Tweeters in G7:
@wdraktuell
@ontimeoffblock
@aktuelle_stunde
@_s__l_
@ivanhajduk10
@dnz3457
@isabelruland
@wdr
@fine1102
@birckenbach

Top Tweeters in G8:
@saverdemocrazy
@stonecoldpillar
@biodovscience
@padilla_cury
@serehfas
@findwhy
@dr_pilgrim
@merylswanlake
@seastrider
@mariagallegobl

Top Tweeters in G9:
@susannebaessler
@orrydontw
@sabinebr3
@derechtegrubert
@shoutingcassy
@weisse_kerze
@der_normal_by
@mark09841568
@coindog10
@bitterio_

Top Tweeters in G10:
@simmey88_lucas
@krishh_mondal
@hpmohapatra
@anubhav_p_singh
@prajwalpu1
@arvindreddyvar
@gk4tspsc
@born4win
@pandupullen
@suhail___bashir