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SARS-COV_2022-06-01_02-01-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 01, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3GLzp3J
@juancarlossaid
@jlesgards
@daoyu15
@aemangus91
@jikkyleaks
@michaelbathurst
@hagakure_san
@supertodd1
@notanewsnet
@double_christ

Top hashtags:
#sarscov2
#art
#artist
#twitterart
#covid19
#diseaseoc
#originaloc
#oc

Description:
Description
The graph represents a network of 1,544 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 Wednesday, 01 June 2022 at 09:02 UTC.

The requested start date was Wednesday, 01 June 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, 10-hour, 56-minute period from Wednesday, 18 May 2022 at 00:24 UTC to Tuesday, 31 May 2022 at 11:20 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 : 1544
Unique Edges : 1171
Edges With Duplicates : 1667
Total Edges : 2838
Number of Edge Types : 5
Retweet : 699
MentionsInRetweet : 988
Replies to : 186
Mentions : 816
Tweet : 149
Self-Loops : 157
Reciprocated Vertex Pair Ratio : 0.0127212389380531
Reciprocated Edge Ratio : 0.0251228836701256
Connected Components : 249
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 528
Maximum Edges in a Connected Component : 1274
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.551784
Graph Density : 0.000768555300722971
Modularity : 0.611511
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,544 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 Wednesday, 01 June 2022 at 09:02 UTC.

The requested start date was Wednesday, 01 June 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, 10-hour, 56-minute period from Wednesday, 18 May 2022 at 00:24 UTC to Tuesday, 31 May 2022 at 11:20 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:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277150
[7] https://m-cam.com/wp-content/uploads/2020/04/20200403_SARS_CoV_Patent_Corpus_Lit_Review.pdf
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277347
[4] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[3] https://www.ideal.es/sociedad/advertencia-miocarditis-vejiga-vacunas-coronavirus-20220527113909-nt.html
[3] https://archive.ph/dorVk
[3] https://archive.ph/71Di3
[2] https://www.maghreb-post.de/covid-19/marokko-89-coronavirus-sars-cov-2-neuinfektionen-den-vergangenen-24-stunden/
[2] https://www.maghreb-post.de/covid-19/marokko-88-coronavirus-sars-cov-2-neuinfektionen-bestaetigt/
[2] https://www.maghreb-post.de/covid-19/marokko-200-coronavirus-sars-cov-2-neuinfektionen-24-stunden/

Top URLs in Tweet in G2:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277150
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277347
[3] https://archive.ph/dorVk
[3] https://archive.ph/71Di3
[2] https://pubmed.ncbi.nlm.nih.gov/21937658/
[2] https://insight.jci.org/articles/view/123158
[2] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276886
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs12250-010-3096-2
[1] https://www.youtube.com/watch?t=2743&v=vlSReDxos-c&feature=youtu.be

Top URLs in Tweet in G3:
[1] https://twitter.com/Carene1984/status/1527263299926106112

Top URLs in Tweet in G4:
[2] https://twitter.com/HoeyberghsJeff/status/1531171763622760448
[2] https://www.news-medical.net/news/20220530/Researchers-identify-a-human-monoclonal-antibody-that-could-broadly-neutralize-several-variants-of-SARS-CoV-2-SARS-CoV-and-other-coronaviruses.aspx?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.myjournals.org/?nr=674964
[1] https://www.myjournals.org/?nr=674795
[1] https://www.researchsquare.com/article/rs-1561222/v1
[1] https://twitter.com/marydoodledixon/status/1526916841909760002
[1] https://0minus.substack.com/p/-sars-cov-2-?s=r&utm_campaign=post&utm_medium=web
[1] https://www.frontiersin.org/articles/10.3389/fncel.2021.777738/full
[1] https://twitter.com/Eva_al_desnudo_/status/1527210888532529155
[1] https://gab.com/RobertMaloneMD/posts/108326076836139918

Top URLs in Tweet in G8:
[1] https://pubmed.ncbi.nlm.nih.gov/15507655/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] sarscov2
[11] art
[11] artist
[11] twitterart
[10] covid19
[10] diseaseoc
[10] originaloc
[10] oc
[9] sarschan
[7] coronavirus



Top Hashtags in Tweet in G2:
[6] art
[6] artist
[6] twitterart
[6] covid19
[5] diseaseoc
[5] originaloc
[5] oc
[4] sarschan
[2] hepatitis
[1] sars

Top Hashtags in Tweet in G4:
[2] monkeypoxvirus
[1] cdmx
[1] ακούει
[1] incivilités_ch
[1] saccagelausanne
[1] machinelearning
[1] pandemic
[1] mediaaz
[1] interview
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[933] sars
[919] cov
[407] gripe
[217] juancarlossaid
[210] viruela
[208] humanos
[206] etc
[205] qu'on
[204] animales
[203] aviar

Top Words in Tweet in G1:
[406] gripe
[203] aviar
[203] porcina
[203] sars
[203] cov
[203] viruela
[203] simio
[203] etc
[203] interacción
[203] humanos

Top Words in Tweet in G2:
[70] sars
[69] cov
[36] daoyu15
[26] michaelbathurst
[24] jikkyleaks
[22] innominata_
[20] hiv
[16] nodexl
[15] charlesrixey
[15] juancarlossaid

Top Words in Tweet in G3:
[202] qu'on
[101] délire
[101] quand
[101] ce
[101] interdit
[101] études
[101] gains
[101] fonction
[101] contrôle
[101] labos

Top Words in Tweet in G4:
[102] sars
[100] cov
[17] virus
[8] infection
[8] covid
[6] research
[6] mers
[6] human
[6] 19
[5] animal

Top Words in Tweet in G5:
[6] cov
[5] sars
[4] tonybaduy
[4] dann58638436
[4] mcfunny
[4] shocktraumarn
[4] jameslynchgtc
[4] lazlowoodbine42
[4] albowers1
[4] jimeeliberty

Top Words in Tweet in G6:
[52] linierspo
[46] hepatitis
[45] fulminante
[44] 2004
[44] weingartl
[44] colaboradores
[44] publicaron
[44] journal
[44] virology
[44] reportaron

Top Words in Tweet in G7:
[27] sars
[27] cov
[19] virus
[19] dr_pilgrim
[16] 16
[16] mortalidad
[16] cifra
[16] baja
[16] tío
[16] tonto

Top Words in Tweet in G8:
[31] devils_iawyer
[31] saben
[31] 2004
[31] conclusiones
[31] leer
[31] nuestros
[31] datos
[31] sugieren
[31] vacunación
[30] polityzen

Top Words in Tweet in G9:
[30] dica
[30] prova
[30] são
[30] doenças
[30] notificação
[30] compulsória
[30] sars
[30] cov
[30] botulismo
[30] doença

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[884] sars,cov
[205] cov,viruela
[203] gripe,aviar
[203] aviar,gripe
[203] gripe,porcina
[203] porcina,sars
[203] viruela,simio
[203] simio,etc
[203] etc,interacción
[203] interacción,humanos

Top Word Pairs in Tweet in G1:
[203] gripe,aviar
[203] aviar,gripe
[203] gripe,porcina
[203] porcina,sars
[203] sars,cov
[203] cov,viruela
[203] viruela,simio
[203] simio,etc
[203] etc,interacción
[203] interacción,humanos

Top Word Pairs in Tweet in G2:
[67] sars,cov
[16] cov,nodexl
[13] juancarlossaid,jlesgards
[13] jikkyleaks,daoyu15
[10] michaelbathurst,sars
[10] nodexl,michaelbathurst
[8] daoyu15,aemangus91
[8] short,thread
[8] thread,apropos
[8] apropos,luc

Top Word Pairs in Tweet in G3:
[101] délire,quand
[101] quand,ce
[101] ce,qu'on
[101] qu'on,interdit
[101] interdit,études
[101] études,gains
[101] gains,fonction
[101] fonction,qu'on
[101] qu'on,contrôle
[101] contrôle,labos

Top Word Pairs in Tweet in G4:
[89] sars,cov
[8] cov,sars
[6] cov,infection
[5] mers,cov
[5] cov,virus
[4] infection,animal
[4] animal,model
[4] model,key
[4] key,point
[4] point,study

Top Word Pairs in Tweet in G5:
[5] sars,cov
[4] alex_on_a14,isthisnetaken
[4] chimera414,itisjustmebabe
[4] itisjustmebabe,diar380
[4] diar380,realshocks
[4] realshocks,kath2cats
[4] kath2cats,756elizabeth
[4] 756elizabeth,skepticalprune
[4] skepticalprune,shocktraumanp
[4] shocktraumanp,kcgetaway7

Top Word Pairs in Tweet in G6:
[45] hepatitis,fulminante
[44] fulminante,2004
[44] 2004,weingartl
[44] weingartl,colaboradores
[44] colaboradores,publicaron
[44] publicaron,journal
[44] journal,virology
[44] virology,reportaron
[44] reportaron,modelos
[43] linierspo,hepatitis

Top Word Pairs in Tweet in G7:
[27] sars,cov
[17] cov,virus
[16] virus,16
[16] 16,mortalidad
[16] mortalidad,cifra
[16] cifra,baja
[16] baja,tío
[16] tío,tonto
[15] dr_pilgrim,sars
[5] personas,asintomáticas

Top Word Pairs in Tweet in G8:
[31] devils_iawyer,saben
[31] saben,2004
[31] 2004,conclusiones
[31] conclusiones,leer
[31] leer,nuestros
[31] nuestros,datos
[31] datos,sugieren
[31] sugieren,vacunación
[30] polityzen,devils_iawyer
[30] vacunación,ba

Top Word Pairs in Tweet in G9:
[30] dica,prova
[30] prova,são
[30] são,doenças
[30] doenças,notificação
[30] notificação,compulsória
[30] compulsória,sars
[30] sars,cov
[30] cov,botulismo
[30] botulismo,doença
[30] doença,chagas

Top Replied-To
Top Replied-To in Entire Graph:
@jhas5
@grumpyolddoc
@farmaceuticoac1
@lasombraataca
@annetorppa
@paramaniac9
@js101js101
@artyshouse
@geezdean
@marcozammitti

Top Replied-To in G2:
@jhas5
@charles04144986
@gigagerard
@ducky68257909
@biophysicsfl
@r_h_ebright
@protonicstorm
@lissnup
@tommy_cleary
@alexisbadenmaye

Top Replied-To in G5:
@paramaniac9
@shithappens116
@tonybaduy

Top Replied-To in G7:
@lasombraataca
@farmaceuticoac1

Top Replied-To in G8:
@devils_iawyer

Top Replied-To in G10:
@gillymccain1

Top Mentioned
Top Mentioned in Entire Graph:
@juancarlossaid
@jlesgards
@linierspo
@daoyu15
@polityzen
@devils_iawyer
@romulopassos_
@jikkyleaks
@innominata_
@dr_pilgrim

Top Mentioned in G1:
@juancarlossaid

Top Mentioned in G2:
@daoyu15
@jikkyleaks
@innominata_
@michaelbathurst
@juancarlossaid
@charlesrixey
@jlesgards
@jhas5
@aemangus91
@zerohedge

Top Mentioned in G3:
@jlesgards

Top Mentioned in G4:
@naplessurgery

Top Mentioned in G5:
@dann58638436
@mcfunny
@shocktraumarn
@jameslynchgtc
@lazlowoodbine42
@albowers1
@jimeeliberty
@tryingmypatient
@skepticalmutant
@willard1951

Top Mentioned in G6:
@linierspo

Top Mentioned in G7:
@dr_pilgrim
@federores
@labvisor_site
@carmenbalbina11
@gaditanasinmor1
@escritornovel1
@vetehugo
@miyak14
@leklaial
@sativusraphanus

Top Mentioned in G8:
@polityzen
@devils_iawyer

Top Mentioned in G9:
@romulopassos_

Top Mentioned in G10:
@swaledalemutton
@ianaboulton
@stevereed84
@basil_ireton
@breezergalway
@necrobiomicon
@sharky_vs_evil
@robinh00dthe2nd
@beckyj2779
@sirmasksalot

Top Tweeters
Top Tweeters in Entire Graph:
@rodolfoxoliz
@delta
@vetehugo
@mariabadin18
@athenea_phalas
@anaperezmartin
@pedros52
@telegraaf
@welt
@norejj

Top Tweeters in G1:
@rodolfoxoliz
@gonzalobarria
@michel778899
@jasnamarin1
@pablotopo
@nancy_gatica
@maria_sepul66
@ebrielynca
@seba_6_
@estebanreinesar

Top Tweeters in G2:
@demiurgotuiter
@zerohedge
@lissnup
@chargrille
@prasadhemant
@cgtnofficial
@globaltimesnews
@michaelbathurst
@rtartboost
@kiradiju

Top Tweeters in G3:
@alek_aloha
@william85837998
@lvassiliev
@007dijon
@cazmariani
@pietersedwige
@paulinebon3
@nath29021
@mcm67738662
@apolitiknopass

Top Tweeters in G4:
@foxnewsmom
@myjournals
@ideal_almeria
@gemsrv71
@sjksanders
@ribbondiagrams
@thepostsynaptic
@chearspeaknevil
@counter_info
@josmanueldazhe5

Top Tweeters in G5:
@takethatct
@kath2cats
@mcfunny
@chimera414
@malo_j
@wendyorent
@nockit1
@alex_on_a14
@andrewlazarus4
@skepticalmutant

Top Tweeters in G6:
@luislasala1
@despinosa4
@tutitabuena8
@navygator2020
@angeljrep
@rafamd__
@mariafr47
@pakocevic
@proudandsweet
@ricoric61232865

Top Tweeters in G7:
@vetehugo
@pedros52
@tuquita11
@ffauben
@rosalalejandria
@akrossin
@lmfsrc
@losttransposon
@conchilillo
@kitidin

Top Tweeters in G8:
@athenea_phalas
@anaperezmartin
@norejj
@ctoro1962
@arnelasjmgf
@karycaicedo
@katasefue
@yendoporlibre
@francissanchez9
@javvta

Top Tweeters in G9:
@matiasroitberg
@wtfaay
@lcristine_
@crvg_ccelly
@maezinhataon
@elyenaraguerrei
@oithenewred
@anapdort
@halannakimberly
@brisathecreator

Top Tweeters in G10:
@breezergalway
@westhammatters
@swaledalemutton
@lizzy_lang7
@judysimpson222
@basil_ireton
@tierrahenson
@factode305
@bigbruce1972
@krochetxkorner


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