SARS-COV, Twitter, 3/9/2022 12:18:26 AM, 272837


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SARS-COV_2022-03-08_06-17-53.xlsx
SARS-COV_2022-03-08_06-17-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 09, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/378AXad
@jillbaillargeo6
@krockoon
@banounhelene
@clucky92864053
@sh19544
@f250roush
@billybostickson
@charlesrixey
@greg21143362
@parsifaler

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

Description:
Description
The graph represents a network of 1,512 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 Tuesday, 08 March 2022 at 14:19 UTC.

The requested start date was Tuesday, 08 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 10-day, 9-hour, 58-minute period from Tuesday, 22 February 2022 at 02:06 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 : 1512
Unique Edges : 1037
Edges With Duplicates : 1399
Total Edges : 2436
Number of Edge Types : 5
Retweet : 551
MentionsInRetweet : 805
Replies to : 280
Mentions : 638
Tweet : 162
Self-Loops : 173
Reciprocated Vertex Pair Ratio : 0.0109114249037227
Reciprocated Edge Ratio : 0.0215873015873016
Connected Components : 278
Single-Vertex Connected Components : 78
Maximum Vertices in a Connected Component : 432
Maximum Edges in a Connected Component : 984
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.225095
Graph Density : 0.000689388925656298
Modularity : 0.634037
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,512 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 Tuesday, 08 March 2022 at 14:19 UTC.

The requested start date was Tuesday, 08 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 10-day, 9-hour, 58-minute period from Tuesday, 22 February 2022 at 02:06 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:
[69] 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
[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/
[3] https://journals.asm.org/doi/10.1128/AAC.03011-14

Top URLs in Tweet in G2:
[1] https://twitter.com/raoult_didier/status/1499386210460086273

Top URLs in Tweet in G3:
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC1900161/

Top URLs in Tweet in G4:
[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.google.com/url?rct=j&sa=t&url=https%3A%2F%2Fwww.zeit.de%2Fnews%2F2022-02%2F21%2Ferneut-leichter-anstieg-der-corona-inzidenz&ct=ga&cd=CAIyGWU3YjE3ZmYwN2I2ZTcyMzk6Y2E6ZGU6Q0E&usg=AFQjCNHlqvSBDfTwJJ1PedGEGm75VNlWUw&utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/CaudeHenrion/status/1495837427319066625
[1] https://dx.doi.org/10.1101/2022.02.16.22271059
[1] https://outbreaksci.prereview.org/
[1] https://www.medrxiv.org/content/10.1101/2022.02.16.22271059v1?rss=1
[1] https://prismaradio.gr/2022/02/22/i-exelixi-ton-neon-molynseon-sars-cov-2-stis-22-2-2022-panelladika-i-pliris-matia/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/forbescolombia/status/1496307573506592772
[1] https://www.news-medical.net/news/20220223/SARS-CoV-2-Omicron-prevalent-in-vaccine-breakthrough-cases-in-Bahia-Brazil.aspx?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.news-medical.net/news/20220223/SARS-CoV-2-Omicron-prevalent-in-vaccine-breakthrough-cases-in-Bahia-Brazil.aspx

Top URLs in Tweet in G5:
[67] 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 G6:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=272301
[1] https://www.frontiersin.org/articles/10.3389/fviro.2022.834808/full
[1] https://twitter.com/EvertWZ/status/1491099733393559553?t=VQ6JOqhytJPGVFs1rDAxUw&s=19
[1] https://archive.ph/eiWvH

Top URLs in Tweet in G7:
[1] https://archive.ph/eiWvH

Top URLs in Tweet in G8:
[2] https://arxiv.org/ftp/arxiv/papers/1305/1305.2659.pdf
[1] https://archive.ph/eiWvH
[1] https://twitter.com/BillyBostickson/status/1496011520387739650
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7033706/

Top URLs in Tweet in G10:
[22] https://archive.ph/eiWvH
[3] https://journals.asm.org/doi/10.1128/AAC.03011-14
[1] https://twitter.com/daoyu15/status/1362192490942537730
[1] https://twitter.com/Daoyu15/status/1497208684316819465
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC523257/

Top Domains
Top Domains in Tweet in Entire Graph:
[69] theconversation.com
[25] archive.ph
[25] twitter.com
[16] nih.gov
[10] maghreb-post.de
[9] m-cam.com
[8] nodexlgraphgallery.org
[7] uchile.cl
[7] news-medical.net
[6] medrxiv.org

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[1] nih.gov

Top Domains in Tweet in G4:
[8] twitter.com
[5] nih.gov
[3] medrxiv.org
[3] imcha.net
[3] hyp.is
[3] myjournals.org
[3] sporadestv.com
[3] ertnews.gr
[2] news-medical.net
[2] feedburner.com

Top Domains in Tweet in G5:
[67] theconversation.com

Top Domains in Tweet in G6:
[8] nodexlgraphgallery.org
[1] frontiersin.org
[1] twitter.com
[1] archive.ph

Top Domains in Tweet in G7:
[1] archive.ph

Top Domains in Tweet in G8:
[2] arxiv.org
[1] archive.ph
[1] twitter.com
[1] nih.gov

Top Domains in Tweet in G10:
[22] archive.ph
[3] asm.org
[2] twitter.com
[1] nih.gov

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



Top Hashtags in Tweet in G4:
[2] covid19
[2] omicron
[1] covidiots
[1] coronavirus
[1] wwiii
[1] mecfs
[1] pvfs
[1] ukraine
[1] bundestag
[1] pray4ukraine

Top Hashtags in Tweet in G6:
[3] hiv
[3] montagnier
[3] sarscov2
[3] covid19
[3] ctcctcggcgggcacgtag
[3] coronavirus
[3] covid

Top Hashtags in Tweet in G9:
[1] pfizer

Top Words
Top Words in Tweet in Entire Graph:
[1065] sars
[1041] cov
[212] doi
[174] 10
[164] university
[144] ukraine
[141] congratulate
[141] mum
[141] attaining
[141] phd

Top Words in Tweet in G1:
[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 G2:
[86] sars
[86] cov
[86] action
[86] pegi
[86] 12
[86] qi
[86] 180
[85] procto_log

Top Words in Tweet in G3:
[212] doi
[168] 10
[126] 1177
[88] baric
[49] cov
[48] sars
[44] ralph
[44] know
[44] more
[44] telling

Top Words in Tweet in G4:
[128] sars
[119] cov
[14] η
[12] coronavirus
[10] virus
[9] mers
[8] vaccine
[8] στις
[8] more
[7] variant

Top Words in Tweet in G5:
[204] sars
[204] cov
[72] banounhelene
[69] ont
[67] ils
[67] déjà
[67] commencé
[67] fabriquer
[67] hybrides
[67] c'est

Top Words in Tweet in G6:
[12] sars
[11] cov
[8] nodexl
[8] parsifaler
[8] tweetlelidy
[8] alessandroloio2
[8] banounhelene
[8] sh19544
[6] stetwit20
[5] areyoualpha1

Top Words in Tweet in G7:
[4] sars
[3] cov
[2] tinfoilawards
[2] hawkinatx
[2] krebiozen
[2] juanita87722370
[2] 4thechelon22
[2] handmadekathy
[2] mstrixter
[2] kathmarval

Top Words in Tweet in G8:
[20] cov
[17] sars
[10] hell
[9] billybostickson
[9] kevinmch3
[8] originated
[8] bats
[7] parsifaler
[7] bat
[7] paper

Top Words in Tweet in G9:
[12] sars
[12] cov
[10] die
[7] daten
[5] folgen
[4] nebenwirkungen
[4] infektion
[4] erstmal
[3] karl_lauterbach
[3] tests

Top Words in Tweet in G10:
[35] sars
[27] clucky92864053
[24] daoyu15
[23] co
[22] immunogenicity
[21] kevin_mckernan
[21] theonnn22
[21] jikkykjj
[21] seb
[21] required

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[981] sars,cov
[168] doi,10
[141] congratulate,mum
[141] mum,attaining
[141] attaining,phd
[141] phd,geopolitics
[141] geopolitics,ukraine
[141] ukraine,russia
[141] russia,university
[141] university,douyin

Top Word Pairs in Tweet in G1:
[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 G2:
[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 G3:
[168] doi,10
[126] 10,1177
[48] 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 G4:
[112] sars,cov
[8] cov,sars
[7] η,εξέλιξη
[7] εξέλιξη,των
[7] των,νέων
[7] νέων,μολύνσεων
[7] μολύνσεων,sars
[7] cov,στις
[7] 2022,πανελλαδικά
[7] πανελλαδικά,η

Top Word Pairs in Tweet in G5:
[204] sars,cov
[67] ont,ils
[67] ils,déjà
[67] déjà,commencé
[67] commencé,fabriquer
[67] fabriquer,hybrides
[67] hybrides,sars
[67] cov,sars
[67] cov,c'est
[67] c'est,dire

Top Word Pairs in Tweet in G6:
[11] sars,cov
[8] cov,nodexl
[8] nodexl,parsifaler
[8] parsifaler,tweetlelidy
[8] tweetlelidy,alessandroloio2
[8] alessandroloio2,banounhelene
[8] banounhelene,sh19544
[6] sh19544,stetwit20
[3] shoutmgb,sars
[3] stetwit20,hous

Top Word Pairs in Tweet in G7:
[3] 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 G8:
[17] sars,cov
[8] cov,originated
[5] discovered,hell
[5] hell,hell
[5] hell,going
[5] going,ace2
[5] ace2,horseshoe
[5] horseshoe,bat
[5] bat,unable
[5] unable,act

Top Word Pairs in Tweet in G9:
[12] sars,cov
[4] cov,infektion
[3] cov,tests
[3] tests,nebenwirkungen
[3] martinhabersaat,psholstein
[3] psholstein,drjanosch1
[3] drjanosch1,prof_martens
[3] prof_martens,dpaessler
[2] aha,gehören
[2] gehören,sars

Top Word Pairs in Tweet in G10:
[22] immunogenicity,sars
[21] kevin_mckernan,theonnn22
[21] theonnn22,clucky92864053
[21] clucky92864053,jikkykjj
[21] jikkykjj,seb
[21] seb,required
[21] required,immunogenicity
[20] daoyu15,kevin_mckernan
[20] sars,co
[15] sars,cov

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

Top Replied-To in G3:
@shabnampalesamo
@tkwake_trading
@firesti16018619
@marionkoopmans
@quisp1965
@emilyakopp
@clucky92864053
@bratokolloza_
@canariesblue
@chahat__soni

Top Replied-To in G4:
@questnnarrative

Top Replied-To in G5:
@banounhelene
@un_etrehumain

Top Replied-To in G6:
@dave_odo
@allangmiller1
@micktheskinz

Top Replied-To in G7:
@tinfoilawards
@foofdawg

Top Replied-To in G8:
@drkevinwmccair1
@attackmooose
@k_g_andersen
@101thibault
@guspalpogeng
@martinw79712426
@kevinmch3

Top Replied-To in G9:
@martinhabersaat
@cleiserfluss
@fahrenheit1984
@chipotlechipot3
@markensysteme
@dorotheahoffm15
@daniels53820034
@maxgarete
@mg2k21

Top Replied-To in G10:
@clucky92864053
@greg21143362
@kevin_mckernan
@user3425664

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

Top Mentioned in G1:
@lang_left

Top Mentioned in G2:
@procto_log

Top Mentioned in G3:
@trialsiten
@marionkoopmans
@jillbaillargeo6
@ryangrim
@robbysoave
@hilltvlive
@garyruskin
@bratokolloza_
@maddyson2021
@sagezza2

Top Mentioned in G4:
@zzz_as_zzz
@museaimi

Top Mentioned in G5:
@banounhelene
@novavax
@maxdelvallee
@jeffmil90468222
@un_etrehumain

Top Mentioned in G6:
@parsifaler
@tweetlelidy
@alessandroloio2
@banounhelene
@sh19544
@stetwit20
@areyoualpha1
@shoutmgb
@hous
@houseof5thsun

Top Mentioned in G7:
@hawkinatx
@krebiozen
@juanita87722370
@4thechelon22
@handmadekathy
@mstrixter
@kathmarval
@sassygirld1
@bglthmnd
@chrisjohnsonmd

Top Mentioned in G8:
@billybostickson
@parsifaler
@kevinmch3
@jjcouey
@past_is_future
@greg21143362
@stgoldst
@arambaut
@k_g_andersen
@janeqiuchina

Top Mentioned in G9:
@karl_lauterbach
@psholstein
@drjanosch1
@prof_martens
@dpaessler
@mhvh62271220
@eberhardschlie
@prienkarin
@djanecek
@lisakatharina

Top Mentioned in G10:
@clucky92864053
@daoyu15
@theonnn22
@jikkykjj
@kevin_mckernan
@wb29304326
@keisuke4713
@scotub

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@thehill
@ramiro150402
@timesofindia
@madrynha2012
@hubofml
@frazzling
@askrlfess
@stigmabased
@globeandmail

Top Tweeters in G1:
@findtheeldorado
@rlawnsausw
@athynadd
@kherubim2k
@vanillalocks
@leonardwongly
@shotsbyseah
@yaiwinks
@eszactlee
@herniepotter

Top Tweeters in G2:
@docarnica
@julllietteb
@lehmanndrc
@mick_351
@clbear31
@tymaou7
@benico007
@jayzayyeazeah
@wargonm
@sochalila

Top Tweeters in G3:
@timesofindia
@ewnupdates
@radio702
@lgcommai
@whotnaught
@eusebius
@proftimnoakes
@jacquel53085745
@fatemperor
@shabnampalesamo

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

Top Tweeters in G5:
@william85837998
@mydaphne
@bleuet1091
@sdautriche95
@nc4415
@caprouille
@yukinek56432140
@eustache_luigy
@gocentrique
@inihcnarf

Top Tweeters in G6:
@madrynha2012
@shoutmgb
@hydeblizzardbox
@michaelbathurst
@babetruth2
@yuvalleshem
@takethatct
@breezergalway
@jon_hill84
@ellethejambo

Top Tweeters in G7:
@lizditz
@doritmi
@monstercoyliar
@mcfunny
@frankdelia7
@vbalance03
@wendyorent
@carlsmythe
@tinfoilawards
@kitemanargues

Top Tweeters in G8:
@lissnup
@mguru2020
@billybostickson
@quamasparagi
@youkoskvart
@jeremytenre
@past_is_future
@stgoldst
@kcz100
@greg21143362

Top Tweeters in G9:
@djanecek
@davidermes
@surfaqua
@dorotheahoffm15
@sachsenanhalt
@bmbf_bund
@martinhabersaat
@bmg_bund
@markensysteme
@radiobrocken

Top Tweeters in G10:
@_24_com
@dusofabulous
@thesinglewing
@daoyu15
@aloysuisa
@usawakeup1
@robstonge1
@soundwave_boss
@stamsters
@opinieleader2


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