SARS-COV, Twitter, 3/6/2022 8:45:51 PM, 272642


FAQ | Problem?

SARS-COV_2022-03-06_02-34-57.xlsx
SARS-COV_2022-03-06_02-34-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 06, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3Cg23rz
@banounhelene
@krockoon
@sh19544
@jillbaillargeo6
@clucky92864053
@f250roush
@daoyu15
@hahagentherapie
@billybostickson
@sammy44231

Top hashtags:
#covid19
#sarscov2
#covid
#coronavirus
#كورونا
#omicron
#ctcctcggcgggcacgtag

Description:
Description
The graph represents a network of 2,092 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 Sunday, 06 March 2022 at 10:36 UTC.

The requested start date was Sunday, 06 March 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 12-day, 10-hour, 25-minute period from Sunday, 20 February 2022 at 01:39 UTC to Friday, 04 March 2022 at 12:05 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 : 2092
Unique Edges : 1407
Edges With Duplicates : 1952
Total Edges : 3359
Number of Edge Types : 5
Retweet : 766
MentionsInRetweet : 1050
Replies to : 361
Mentions : 966
Tweet : 216
Self-Loops : 229
Reciprocated Vertex Pair Ratio : 0.00837598883201489
Reciprocated Edge Ratio : 0.0166128287955699
Connected Components : 364
Single-Vertex Connected Components : 102
Maximum Vertices in a Connected Component : 682
Maximum Edges in a Connected Component : 1506
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.947555
Graph Density : 0.000495385394749235
Modularity : 0.636362
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,092 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 Sunday, 06 March 2022 at 10:36 UTC.

The requested start date was Sunday, 06 March 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 12-day, 10-hour, 25-minute period from Sunday, 20 February 2022 at 01:39 UTC to Friday, 04 March 2022 at 12:05 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:
[196] https://theconversation.com/have-hybrid-coronaviruses-already-been-made-we-simply-dont-know-for-sure-and-thats-a-problem-176077
[25] https://archive.ph/eiWvH
[18] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01557-z
[9] https://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272301
[7] http://uchile.cl/noticias/184211/omicron-2-en-que-consiste-esta-nueva-subvariante-del-sars-cov-2
[6] https://www.news-medical.net/news/20220223/SARS-CoV-2-Omicron-prevalent-in-vaccine-breakthrough-cases-in-Bahia-Brazil.aspx
[6] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[4] https://www.researchsquare.com/article/rs-1336182/v1
[3] https://www.chosun.com/economy/science/2022/02/28/5GXRPBFUM5GPXBQ5CS3ZXUJMWU/

Top URLs in Tweet in G1:
[193] https://theconversation.com/have-hybrid-coronaviruses-already-been-made-we-simply-dont-know-for-sure-and-thats-a-problem-176077

Top URLs in Tweet in G3:
[24] https://archive.ph/eiWvH
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272301
[3] https://journals.asm.org/doi/10.1128/AAC.03011-14
[2] https://arxiv.org/ftp/arxiv/papers/1305/1305.2659.pdf
[1] https://twitter.com/BillyBostickson/status/1496011520387739650
[1] https://www.sciencedirect.com/science/article/pii/S2590053621001075
[1] https://twitter.com/daoyu15/status/1362192490942537730
[1] https://twitter.com/Daoyu15/status/1497208684316819465
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC523257/
[1] https://twitter.com/EvertWZ/status/1491099733393559553?t=VQ6JOqhytJPGVFs1rDAxUw&s=19

Top URLs in Tweet in G4:
[2] https://www.fondazioneveronesi.it/magazine/articoli/da-non-perdere/cellule-t-la-vera-arma-contro-tutte-le-varianti-di-sars-cov-2?utm_source=social&utm_medium=twitter
[2] https://www.fda.gov/media/134922/download
[2] https://www.medrxiv.org/content/10.1101/2022.02.16.22271059v1?rss=1
[2] http://feeds.feedburner.com/noticias/184211/omicron-2-en-que-consiste-esta-nueva-subvariante-del-sars-cov-2?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.rcsb.org/structure/6YXJ
[1] https://cloudflare-ipfs.com/ipfs/bafykbzaced4xstofs4tc5q4irede6uzaz3qzcdvcb2eedxgfakzwdyjnxgohq/pdfs/2003%20ZCURVE_CoV_%20a%20new%20system%20to%20recognize%20protein%20coding%20genes%20in%20coronavirus%20genomes%2C%20and%20its%20applications%20in%20analyzin.pdf
[1] https://www.niid.go.jp/niid/ja/kansennohanashi/9303-coronavirus.html
[1] https://buonacaccia.net/Event.aspx?e=14892
[1] https://objkt.com/
[1] https://twitter.com/Very_0wn/status/1495826540386750464

Top URLs in Tweet in G5:
[1] https://archive.ph/eiWvH

Top URLs in Tweet in G6:
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC1900161/
[1] https://lplus.substack.com/p/humans-are-the-vaccine-trials-that
[1] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory.php%3Fstory_fbid%3D684923222526945%26id%3D100030278205777&refsrc=deprecated&_rdr
[1] https://twitter.com/KalmaRegulus/status/1496300818487988225

Top URLs in Tweet in G7:
[1] https://twitter.com/raoult_didier/status/1499386210460086273

Top URLs in Tweet in G9:
[1] https://pubmed.ncbi.nlm.nih.gov/19057867/
[1] https://www.biorxiv.org/content/10.1101/2022.02.15.480527v1
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnature12711
[1] https://www.ecohealthalliance.org/wp-content/uploads/2016/02/Li-et-al_Science_Bats-as-reservoir-for-SARS.pdf
[1] https://twitter.com/stuartjdneil/status/1498761010408263680
[1] https://twitter.com/gdemaneuf/status/1495694180647063552
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7033706/
[1] https://journals.asm.org/doi/full/10.1128/JVI.78.22.12672-12676.2004?cookieSet=1
[1] https://pubmed.ncbi.nlm.nih.gov/22536382/

Top Domains
Top Domains in Tweet in Entire Graph:
[196] theconversation.com
[31] twitter.com
[25] archive.ph
[23] nature.com
[19] nih.gov
[10] maghreb-post.de
[9] m-cam.com
[8] medrxiv.org
[8] nodexlgraphgallery.org
[7] uchile.cl

Top Domains in Tweet in G1:
[193] theconversation.com

Top Domains in Tweet in G3:
[24] archive.ph
[8] nodexlgraphgallery.org
[4] twitter.com
[3] asm.org
[2] arxiv.org
[2] nih.gov
[1] sciencedirect.com
[1] frontiersin.org
[1] theconversation.com

Top Domains in Tweet in G4:
[11] twitter.com
[6] ertnews.gr
[5] nih.gov
[4] medrxiv.org
[3] imcha.net
[3] hyp.is
[3] myjournals.org
[3] sporadestv.com
[2] fondazioneveronesi.it
[2] fda.gov

Top Domains in Tweet in G5:
[1] archive.ph

Top Domains in Tweet in G6:
[1] nih.gov
[1] substack.com
[1] facebook.com
[1] twitter.com

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

Top Domains in Tweet in G9:
[3] nih.gov
[2] twitter.com
[1] biorxiv.org
[1] nature.com
[1] ecohealthalliance.org
[1] asm.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] covid19
[8] sarscov2
[8] covid
[7] coronavirus
[6] كورونا
[6] omicron
[5] ctcctcggcgggcacgtag
[5] delasemana
[4] bundesrat
[3] كوفيد_19



Top Hashtags in Tweet in G3:
[3] hiv
[3] montagnier
[3] sarscov2
[3] covid19
[3] ctcctcggcgggcacgtag
[3] coronavirus
[3] covid
[1] corona
[1] vaccin

Top Hashtags in Tweet in G4:
[2] covid19
[2] omicron
[1] ldem
[1] ladictatureenmarche
[1] pfizer
[1] billgates
[1] klausschwab
[1] davosagenda
[1] eyeswideshut
[1] canada

Top Words
Top Words in Tweet in Entire Graph:
[1720] sars
[1685] cov
[212] doi
[208] banounhelene
[201] dire
[200] c'est
[200] ont
[194] ils
[194] déjà
[194] commencé

Top Words in Tweet in G1:
[583] sars
[583] cov
[199] banounhelene
[196] ont
[193] ils
[193] déjà
[193] commencé
[193] fabriquer
[193] hybrides
[193] c'est

Top Words in Tweet in G2:
[142] university
[141] congratulate
[141] mum
[141] attaining
[141] phd
[141] geopolitics
[141] ukraine
[141] russia
[141] douyin
[140] lang_left

Top Words in Tweet in G3:
[73] sars
[58] cov
[28] clucky92864053
[26] daoyu15
[24] co
[23] jikkykjj
[23] immunogenicity
[23] kevin_mckernan
[22] theonnn22
[22] seb

Top Words in Tweet in G4:
[165] sars
[161] cov
[20] η
[16] coronavirus
[15] virus
[13] mers
[11] στις
[10] εξέλιξη
[10] των
[10] νέων

Top Words in Tweet in G5:
[5] sars
[4] cov
[3] doritmi
[3] skepticalmutant
[3] monstercoyliar
[3] lewbloch
[3] mcfunny
[2] tinfoilawards
[2] hawkinatx
[2] krebiozen

Top Words in Tweet in G6:
[212] doi
[168] 10
[126] 1177
[88] baric
[60] sars
[59] cov
[45] know
[44] ralph
[44] more
[44] telling

Top Words in Tweet in G7:
[86] sars
[86] cov
[86] action
[86] pegi
[86] 12
[86] qi
[86] 180
[85] procto_log

Top Words in Tweet in G8:
[21] sars
[21] cov
[9] ziekte
[7] mers
[6] dat
[6] klaasvandijk5
[6] muumi_tweets
[5] zijn
[4] coronavirussen
[3] cwitteveen1

Top Words in Tweet in G9:
[43] cov
[42] sars
[15] stuartjdneil
[6] bsl
[6] hl3133
[6] theseeker268
[5] fitterhappieraj
[5] coronaviruses
[5] natesilver538
[5] 2003

Top Words in Tweet in G10:
[3] sars
[3] cov
[2] same
[2] 2019

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1606] sars,cov
[237] cov,sars
[195] dire,sars
[195] c'est,dire
[194] ont,ils
[194] ils,déjà
[194] déjà,commencé
[194] commencé,fabriquer
[194] fabriquer,hybrides
[194] hybrides,sars

Top Word Pairs in Tweet in G1:
[583] sars,cov
[193] ont,ils
[193] ils,déjà
[193] déjà,commencé
[193] commencé,fabriquer
[193] fabriquer,hybrides
[193] hybrides,sars
[193] cov,sars
[193] cov,c'est
[193] c'est,dire

Top Word Pairs in Tweet in G2:
[141] congratulate,mum
[141] mum,attaining
[141] attaining,phd
[141] phd,geopolitics
[141] geopolitics,ukraine
[141] ukraine,russia
[141] russia,university
[141] university,douyin
[140] lang_left,congratulate

Top Word Pairs in Tweet in G3:
[51] sars,cov
[23] immunogenicity,sars
[22] kevin_mckernan,theonnn22
[22] theonnn22,clucky92864053
[22] clucky92864053,jikkykjj
[22] jikkykjj,seb
[22] seb,required
[22] required,immunogenicity
[21] daoyu15,kevin_mckernan
[21] sars,co

Top Word Pairs in Tweet in G4:
[149] sars,cov
[10] mers,cov
[10] cov,sars
[10] η,εξέλιξη
[10] εξέλιξη,των
[10] των,νέων
[10] νέων,μολύνσεων
[10] μολύνσεων,sars
[10] cov,στις
[10] 2022,πανελλαδικά

Top Word Pairs in Tweet in G5:
[4] sars,cov
[2] mstrixter,kathmarval
[2] bglthmnd,chrisjohnsonmd
[2] doritmi,thomasharrigan8
[2] thefrankmanmn,truthtwt
[2] truthtwt,bigbruce1972
[2] bigbruce1972,keithccurtis
[2] keithccurtis,john010708
[2] skepticalmutant,monstercoyliar
[2] monstercoyliar,lewbloch

Top Word Pairs in Tweet in G6:
[168] doi,10
[126] 10,1177
[58] sars,cov
[44] doi,ralph
[44] ralph,baric
[44] baric,know
[44] know,more
[44] more,telling
[44] telling,baric
[44] baric,resurrection

Top Word Pairs in Tweet in G7:
[86] sars,cov
[86] cov,action
[86] action,pegi
[86] pegi,12
[86] 12,qi
[86] qi,180
[85] procto_log,sars

Top Word Pairs in Tweet in G8:
[16] sars,cov
[5] mers,cov
[3] klaasvandijk5,muumi_tweets
[3] muumi_tweets,cwitteveen1
[3] cwitteveen1,hahagentherapie
[3] cov,sars
[3] brabantnick,sjefvugt
[3] sjefvugt,mevrouw_judith
[3] mevrouw_judith,i_poisonivy_i
[3] i_poisonivy_i,wsnl_henry

Top Word Pairs in Tweet in G9:
[38] sars,cov
[6] hl3133,theseeker268
[6] theseeker268,stuartjdneil
[5] cov,sars
[5] cov,fcs
[4] fitterhappieraj,peacockflu
[4] peacockflu,luke87358261
[4] luke87358261,monicagandhi9
[4] monicagandhi9,virusesimmunity
[4] virusesimmunity,stuartjdneil

Top Word Pairs in Tweet in G10:
[3] sars,cov
[2] same,sars

Top Replied-To
Top Replied-To in Entire Graph:
@millle40
@clucky92864053
@martinhabersaat
@wftproof
@ajkole1
@elray67
@apertaaria
@nielskroft
@johannsensara
@govrondesantis

Top Replied-To in G1:
@banounhelene
@un_etrehumain

Top Replied-To in G3:
@clucky92864053
@drkevinwmccair1
@attackmooose
@greg21143362
@kevin_mckernan
@user3425664
@ruthgerusv
@allangmiller1
@dave_odo
@101thibault

Top Replied-To in G4:
@questnnarrative

Top Replied-To in G5:
@tinfoilawards
@foofdawg
@consequentialbr

Top Replied-To in G6:
@shabnampalesamo
@tkwake_trading
@firesti16018619
@p_mcculloughmd
@marionkoopmans
@quisp1965
@emilyakopp
@clucky92864053
@bratokolloza_
@canariesblue

Top Replied-To in G8:
@ajkole1
@nielskroft
@edward_wouters
@willybeyens
@erikcumps

Top Replied-To in G9:
@elray67
@hl3133
@hackauflauf
@2dedostesta2
@ak_1515
@fallenigloos
@dellannaluca
@janeqiuchina
@p_j_buckhaults
@k_g_andersen

Top Replied-To in G10:
@drcrazynski

Top Mentioned
Top Mentioned in Entire Graph:
@banounhelene
@lang_left
@procto_log
@daoyu15
@clucky92864053
@wb29304326
@jikkykjj
@kevin_mckernan
@theonnn22
@aboutindia

Top Mentioned in G1:
@banounhelene
@novavax
@maxdelvallee
@jeffmil90468222
@un_etrehumain

Top Mentioned in G2:
@lang_left

Top Mentioned in G3:
@daoyu15
@clucky92864053
@jikkykjj
@theonnn22
@kevin_mckernan
@parsifaler
@billybostickson
@banounhelene
@tweetlelidy
@alessandroloio2

Top Mentioned in G4:
@fondaz_veronesi
@oopysnoopy
@zzz_as_zzz
@museaimi

Top Mentioned in G5:
@doritmi
@skepticalmutant
@monstercoyliar
@lewbloch
@mcfunny
@hawkinatx
@krebiozen
@juanita87722370
@4thechelon22
@handmadekathy

Top Mentioned in G6:
@trialsiten
@p_mcculloughmd
@marionkoopmans
@jillbaillargeo6
@berikkloningan2
@ryangrim
@robbysoave
@hilltvlive
@garyruskin
@bratokolloza_

Top Mentioned in G7:
@procto_log

Top Mentioned in G8:
@klaasvandijk5
@muumi_tweets
@cwitteveen1
@hahagentherapie
@brabantnick
@sjefvugt
@mevrouw_judith
@i_poisonivy_i
@wsnl_henry
@njmidm

Top Mentioned in G9:
@stuartjdneil
@theseeker268
@fitterhappieraj
@natesilver538
@peacockflu
@luke87358261
@monicagandhi9
@virusesimmunity
@gdemaneuf
@hl3133

Top Mentioned in G10:
@angryfleas
@silverstang59
@yellowstoneran1
@david4677484957
@yearrooster
@gumbeauxmike
@grimbold7712
@fvckyourfear
@crazyjo43424351
@malo_j

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@thehill
@repubblica
@ramiro150402
@barandaand
@timesofindia
@madrynha2012
@g1
@hubofml
@frazzling

Top Tweeters in G1:
@carrionnat
@alek_aloha
@william85837998
@mydaphne
@mandrinvienne
@bleuet1091
@007dijon
@dlfparis16
@chriss17031
@wellnessfr

Top Tweeters in G2:
@findtheeldorado
@rlawnsausw
@athynadd
@kherubim2k
@vanillalocks
@leonardwongly
@shotsbyseah
@yaiwinks
@eszactlee
@herniepotter

Top Tweeters in G3:
@madrynha2012
@shoutmgb
@hydeblizzardbox
@lissnup
@_24_com
@michaelbathurst
@dusofabulous
@babetruth2
@yuvalleshem
@takethatct

Top Tweeters in G4:
@stigmabased
@sporadestv
@oohincensed
@rdelinfo
@myjournals
@giovannidalloli
@museaimi
@prisma916
@urbaneprofessor
@panpliatsios

Top Tweeters in G5:
@lizditz
@doritmi
@scepticalaussie
@monstercoyliar
@kath2cats
@mcfunny
@chimera414
@frankdelia7
@vbalance03
@wendyorent

Top Tweeters in G6:
@timesofindia
@ewnupdates
@radio702
@lgcommai
@whotnaught
@eusebius
@proftimnoakes
@jacquel53085745
@fatemperor
@shabnampalesamo

Top Tweeters in G7:
@docarnica
@julllietteb
@lehmanndrc
@mick_351
@clbear31
@tymaou7
@benico007
@jayzayyeazeah
@wargonm
@sochalila

Top Tweeters in G8:
@rob_hero
@destandaard
@olifant
@muumi_tweets
@njmidm
@mholkers
@revako11
@m_the_lion
@marc_veld
@i_poisonivy_i

Top Tweeters in G9:
@demiurgotuiter
@biorealism
@mguru2020
@joshrogin
@r_h_ebright
@natesilver538
@past_is_future
@stgoldst
@dellannaluca
@sickathehighhat

Top Tweeters in G10:
@can_ada
@riskographer2
@malo_j
@wontbesilent2
@mrsredvoter
@angryfleas
@wiguy45
@audreysamerica
@tom_neverwinter
@yearrooster


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.