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SARS-COV_2022-11-30_02-01-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3UmcWQ3
@meetjess
@alexanderodoran
@guiller00718000
@t_brautigan
@ejustin46
@carlzimmer
@siamosolocani
@ellingulrich
@teambernie27001
@jamesctobias

Top hashtags:
#pfizergate
#stoptheshots
#coronavirus
#covid19
#pid
#coverpage

Description:
Description
The graph represents a network of 1,747 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, 30 November 2022 at 10:03 UTC.

The requested start date was Wednesday, 30 November 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 13-day, 10-hour, 50-minute period from Wednesday, 16 November 2022 at 01:05 UTC to Tuesday, 29 November 2022 at 11:55 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 : 1747
Unique Edges : 1140
Edges With Duplicates : 1603
Total Edges : 2743
Number of Edge Types : 5
Retweet : 734
MentionsInRetweet : 1007
Replies to : 302
Tweet : 198
Mentions : 502
Self-Loops : 204
Reciprocated Vertex Pair Ratio : 0.00871080139372822
Reciprocated Edge Ratio : 0.0172711571675302
Connected Components : 314
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 418
Maximum Edges in a Connected Component : 865
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.869144
Graph Density : 0.000569459279235685
Modularity : 0.631056
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,747 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, 30 November 2022 at 10:03 UTC.

The requested start date was Wednesday, 30 November 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 13-day, 10-hour, 50-minute period from Wednesday, 16 November 2022 at 01:05 UTC to Tuesday, 29 November 2022 at 11:55 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:
[20] https://www.csape.international/
[7] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1
[5] https://www.science.org/doi/10.1126/sciadv.adc9179
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8066091/
[3] https://www.biorxiv.org/content/10.1101/2022.10.18.512756v1
[3] https://news.gsu.edu/research-magazine/outsmarting-pandemic-viruses?utm_source=ibms-social&utm_medium=social&utm_campaign=health-wellness&utm_term=antiviral-drugs-universal-vaccines&utm_source=&utm_medium=social&utm_term=&utm_content=&utm_campaign=
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4261026/#!po=61.7470
[3] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[3] https://phys.org/news/2022-11-pocket-feature-deadly-coronaviruses-pan-coronavirus.html
[3] https://twitter.com/elisaperego78/status/1437130334869544961?t=LtIywyHU72HO8cuUeI35GA&s=19

Top URLs in Tweet in G1:
[3] https://www.science.org/doi/10.1126/sciadv.adc9179
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4261026/#!po=61.7470
[1] https://phys.org/news/2022-11-pocket-feature-deadly-coronaviruses-pan-coronavirus.html
[1] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1
[1] https://respiratory-research.biomedcentral.com/articles/10.1186/s12931-020-01479-w
[1] https://twitter.com/MeetJess/status/1595781040227745793
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1316022/

Top URLs in Tweet in G2:
[17] https://www.csape.international/
[1] https://www.flemingmethod.com/copy-of-covid-19
[1] https://twitter.com/Doctor_I_am_The/status/1596494039452360706
[1] https://twitter.com/Nester26084045/status/1597384799035224064

Top URLs in Tweet in G3:
[3] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1
[2] https://dx.doi.org/10.26434/chemrxiv-2022-d6b0w?rft_dat=source%3Ddrss
[2] https://www.microbiologiaitalia.it/virologia/virus-sars-cov/
[2] https://www.science.org/doi/10.1126/sciadv.adc9179
[1] https://pubs.rsc.org/en/journals/articlecollectionlanding?sercode=md&themeid=cd2d0d43-2eb5-4637-ba40-a988a8a6b650
[1] https://pubs.rsc.org/en/content/articlelanding/2021/md/d1md00066g
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3103500/
[1] https://rumble.com/v1uwl7y-sars-cov-una-nano-arma-di-ia-e-la-proteina-spike-un-parassita.html
[1] https://www.florianschillingscience.org/
[1] https://www.sciencedirect.com/science/article/pii/S2589004222018168

Top URLs in Tweet in G4:
[1] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1
[1] https://twitter.com/angie_rasmussen/status/1595750984915247105
[1] https://twitter.com/prima__facie/status/1596161709730938886

Top URLs in Tweet in G9:
[1] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1
[1] https://elifesciences.org/articles/70330

Top URLs in Tweet in G10:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4261026/#!po=61.7470
[1] https://www.documentcloud.org/documents/23316400-farrar-fauci-comms
[1] https://www.biorxiv.org/content/10.1101/2022.10.18.512756v1
[1] https://twitter.com/stevenemassey/status/1594685337216983043

Top Domains
Top Domains in Tweet in Entire Graph:
[25] nih.gov
[23] twitter.com
[20] csape.international
[12] biorxiv.org
[6] science.org
[5] acs.org
[5] biomedcentral.com
[4] gsu.edu
[4] youtube.com
[4] sciencedirect.com

Top Domains in Tweet in G1:
[3] science.org
[3] nih.gov
[1] phys.org
[1] biorxiv.org
[1] biomedcentral.com
[1] twitter.com

Top Domains in Tweet in G2:
[17] csape.international
[2] twitter.com
[1] flemingmethod.com

Top Domains in Tweet in G3:
[6] nih.gov
[6] twitter.com
[4] biorxiv.org
[3] doi.org
[3] science.org
[2] rsc.org
[2] medrxiv.org
[2] microbiologiaitalia.it
[2] news-medical.net
[2] lematin.ch

Top Domains in Tweet in G4:
[2] twitter.com
[1] biorxiv.org

Top Domains in Tweet in G9:
[1] biorxiv.org
[1] elifesciences.org

Top Domains in Tweet in G10:
[1] nih.gov
[1] documentcloud.org
[1] biorxiv.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] pfizergate
[10] stoptheshots
[4] coronavirus
[4] covid19
[4] pid
[3] coverpage
[3] longsars
[2] sarscov2
[2] science
[2] covid



Top Hashtags in Tweet in G2:
[1] pfizergate
[1] repentinitis
[1] plandemia

Top Hashtags in Tweet in G3:
[4] coronavirus
[4] covid19
[2] virus
[2] sars
[2] sarscov2
[1] chemrxiv_biochem
[1] medrxiv
[1] propogandapete
[1] covidorigin
[1] lableak

Top Hashtags in Tweet in G8:
[10] stoptheshots
[10] pfizergate

Top Words
Top Words in Tweet in Entire Graph:
[1382] cov
[1352] sars
[348] coronavirus
[292] 2002
[291] coronaviruses
[275] meetjess
[275] pan
[272] treatment
[271] development
[269] defeat

Top Words in Tweet in G1:
[290] cov
[289] sars
[271] meetjess
[268] coronavirus
[265] treatment
[265] 2002
[265] coronaviruses
[264] lead
[264] findings
[264] defeat

Top Words in Tweet in G2:
[102] crime
[82] cour
[82] pénale
[82] génocide
[82] d'avocats
[82] plainte
[82] conjointe
[82] internationale
[82] internationaux
[79] contre

Top Words in Tweet in G3:
[141] sars
[135] cov
[24] coronavirus
[18] virus
[13] 19
[13] covid
[11] spike
[10] acid
[9] protein
[8] binding

Top Words in Tweet in G4:
[61] cov
[56] sars
[31] well
[28] coronavirus
[28] cells
[27] tip
[27] found
[27] human
[27] preprint
[27] spike

Top Words in Tweet in G5:
[2] 19
[2] cov
[2] covid

Top Words in Tweet in G6:
[2] vaccine

Top Words in Tweet in G7:
[39] contre
[39] n'a
[38] covid
[38] sbeynet
[38] injections
[38] donc
[38] sont
[38] expérimentales
[38] oui
[38] génétiques

Top Words in Tweet in G8:
[43] covid
[32] 19
[26] donniev23
[25] exporting
[23] peculiar
[20] sars
[19] 2017
[18] cov
[18] name
[16] kits

Top Words in Tweet in G9:
[112] sars
[101] cov
[37] ellingulrich
[29] wild
[29] recombinant
[29] important
[29] work
[29] reservoirs
[29] paper
[12] bat

Top Words in Tweet in G10:
[27] cov
[24] sars
[20] washburnealex
[14] fcs
[13] infectious
[13] years
[13] clone
[12] first
[12] wiv
[12] 2018

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1271] sars,cov
[271] 2002,sars
[269] coronavirus,treatment
[269] defeat,coronaviruses
[269] development,pan
[269] coronaviruses,2002
[269] findings,lead
[269] lead,development
[269] treatment,defeat
[269] pan,coronavirus

Top Word Pairs in Tweet in G1:
[287] sars,cov
[264] lead,development
[264] pan,coronavirus
[264] defeat,coronaviruses
[264] coronavirus,treatment
[264] findings,lead
[264] 2002,sars
[264] treatment,defeat
[264] coronaviruses,2002
[264] development,pan

Top Word Pairs in Tweet in G2:
[82] internationaux,cour
[82] d'avocats,internationaux
[82] conjointe,d'avocats
[82] plainte,conjointe
[82] pénale,internationale
[82] internationale,génocide
[82] cour,pénale
[79] crime,contre
[79] génocide,crime
[73] contre,humanité

Top Word Pairs in Tweet in G3:
[128] sars,cov
[11] cov,sars
[11] covid,19
[9] coronavirus,sars
[7] respiratory,syndrome
[6] mers,cov
[6] acute,respiratory
[6] severe,acute
[6] pocket,conserved
[6] acid,binding

Top Word Pairs in Tweet in G4:
[56] sars,cov
[27] preprint,bat
[27] well,human
[27] cov,spike
[27] bat,coronavirus
[27] tip,bind
[27] china,sars
[27] spike,tip
[27] bind,well
[27] found,southern

Top Word Pairs in Tweet in G7:
[38] donc,injections
[38] expérimentales,contre
[38] ecrins6,sbeynet
[38] sbeynet,oui
[38] covid,sont
[38] génétiques,expérimentales
[38] vaccins,n'a
[38] contre,covid
[38] oui,donc
[38] injections,génétiques

Top Word Pairs in Tweet in G8:
[32] covid,19
[25] exporting,covid
[18] sars,cov
[15] kits,2017
[13] name,covid
[13] give,sars
[11] cov,name
[11] 19,test
[10] peculiar,statistics
[10] test,kits

Top Word Pairs in Tweet in G9:
[100] sars,cov
[58] cov,sars
[29] cov,recombinant
[29] wild,reservoirs
[29] work,wild
[29] recombinant,paper
[29] reservoirs,sars
[29] important,work
[28] ellingulrich,important
[6] found,bat

Top Word Pairs in Tweet in G10:
[21] sars,cov
[13] infectious,clone
[12] proposed,insert
[12] cov,infectious
[12] fcs,sars
[12] first,fcs
[12] wiv,proposed
[12] insert,first
[12] researchers,wiv
[12] clone,2018

Top Replied-To
Top Replied-To in Entire Graph:
@doctor_i_am_the
@t_brautigan
@karl_lauterbach
@shomburg
@janeqiuchina
@tatiann69922625
@chelebelle182
@ejustin46
@tryangregory
@teavangelize

Top Replied-To in G1:
@tonyalampley
@ejustin46
@hughthunkit
@wilymore71
@meetjess
@bryton_oo

Top Replied-To in G2:
@doctor_i_am_the
@raoult_didier
@michel__leclair
@mariusjacob67
@chenuflorent
@riseupandresist
@netflixid
@therealdisastr
@iqbaale
@vancityreynolds

Top Replied-To in G4:
@t_brautigan

Top Replied-To in G5:
@godsarmyofhmrs

Top Replied-To in G6:
@nuhope2022

Top Replied-To in G7:
@ecrins6
@sfax19

Top Replied-To in G8:
@t1m_wbm
@lawsoflore
@clarecraigpath
@iandaisyfox
@asherpress
@4vshaw
@dockaurg
@fatemperor
@clegtreat
@herbsanddirt

Top Replied-To in G9:
@gsgs2

Top Replied-To in G10:
@mvalente2021
@clarksterh
@dwyur

Top Mentioned
Top Mentioned in Entire Graph:
@meetjess
@humanitepaix
@sbeynet
@zulu18360299
@ecrins6
@ellingulrich
@carlzimmer
@donniev23
@washburnealex
@coffeeandamike

Top Mentioned in G1:
@meetjess
@ejustin46
@michael59503746
@jvirology
@wilymore71
@radcentrism
@xabitron1
@tomasoantonacci
@amybeephoenix

Top Mentioned in G2:
@humanitepaix
@doctor_i_am_the
@veritediffusee
@mariusjacob67
@fxbellamy
@alexsofamous
@nbcnews
@raoult_didier
@sjulietaguilar1
@michel__leclair

Top Mentioned in G4:
@carlzimmer
@sciencecohen
@realcheckmarker
@t_brautigan
@flodebarre
@cd57227
@meetjess
@peacockflu
@twenseleers
@corneliusroemer

Top Mentioned in G5:
@jimbousa1776
@lacarpetronm
@eyeh8trump
@rsexpress212
@saltytankerr
@luckboxwinnerr
@marsha579l
@koonskarl
@dianacialino
@grothusen_jane

Top Mentioned in G6:
@pouldeau61
@jimeeliberty
@burgerlab12
@aspalaasnasntyr
@alex_on_a14
@scary7dr
@thskicksarefire
@idunsdaughter
@provaxtexan
@scottstocker4

Top Mentioned in G7:
@sbeynet
@zulu18360299
@ecrins6

Top Mentioned in G8:
@donniev23
@clarecraigpath
@drsimonegold
@_janey_j
@lawsoflore
@herbsanddirt
@t1m_wbm
@terrence4857
@davidlevan15
@hugh_mankind

Top Mentioned in G9:
@ellingulrich
@meetjess

Top Mentioned in G10:
@washburnealex
@jamesctobias
@janklimkowski
@mvalente2021
@ejustin46
@stevenemassey

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@sonialavera
@mariabadin18
@katcapps
@akuma_river
@bellesapepper37
@nelliejs501
@paxnostrum
@noticiascaracol
@dcolorruth

Top Tweeters in G1:
@akuma_river
@bellesapepper37
@paxnostrum
@_l17r_
@rleas
@inforenique
@mariayells
@1feralkat
@mchovden1785
@socratic1

Top Tweeters in G2:
@mariabadin18
@foxnews
@nbcnews
@anabellatibo
@jaguard22222
@kiddodig
@mona87284429
@cosetterusso
@pcroquet
@amychat2

Top Tweeters in G3:
@tian_a1
@sandeshnews
@ordofibonacci
@nailatrahman
@gsajournals
@vittorioferram1
@nikomer75
@marc_veld
@marius_raabe
@phage_papers

Top Tweeters in G4:
@lizditz
@katcapps
@njdoc
@jeffgazzard
@franciswashere
@090_0655
@mackayim
@ellesun
@voxrob
@joltdude

Top Tweeters in G5:
@dianacialino
@renaycharlotte
@koonskarl
@westwardfree
@rsnoeljr
@docdeezwhat
@luckboxwinnerr
@eyeh8trump
@kali8989
@mario19795947

Top Tweeters in G6:
@doritmi
@monstercoyliar
@mcfunny
@angryfleas
@wendyorent
@alex_on_a14
@pawley_robert
@andrewlazarus4
@skepticalmutant
@tonybaduy

Top Tweeters in G7:
@momotoutcourt
@saraart4
@gerardbondeau
@sbeynet
@sfax19
@nathali38603818
@plarroque
@remlhr
@zulu18360299
@ecrins6

Top Tweeters in G8:
@clrfldcdaughtry
@herbsanddirt
@ladybugzz21
@davidlevan15
@patriciadupler
@dockaurg
@donniev23
@kelppinyon
@iandaisyfox
@clarecraigpath

Top Tweeters in G9:
@susanchubb1
@martinremains
@ekliesspies
@healthcareglob1
@2020willbelit
@delidlia
@schokomint
@nuvolina22
@jef_the_leftist
@heathermcewen3

Top Tweeters in G10:
@sbprice
@teambernie27001
@aanelvictoria
@aanaaxo
@catjova
@jackknifejockey
@miguela71643080
@clarksterh
@lilyflowerrn444
@lclaw85


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