SARS-COV, Twitter, 12/7/2022 4:10:57 PM, 285726


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SARS-COV_2022-12-07_02-01-21.xlsx
SARS-COV_2022-12-07_02-01-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3VWl3Ea
@meetjess
@washburnealex
@ejustin46
@teambernie27001
@jamesctobias
@dr_dan_nelson
@ellingulrich
@guiller00718000
@alexanderodoran
@t_brautigan

Top hashtags:
#covid19
#sarscov2
#coverpage
#pid
#science
#coronavirus
#covid

Description:
Description
The graph represents a network of 1,768 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, 07 December 2022 at 10:03 UTC.

The requested start date was Wednesday, 07 December 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, 9-hour, 50-minute period from Wednesday, 23 November 2022 at 02:07 UTC to Tuesday, 06 December 2022 at 11:57 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 : 1768
Unique Edges : 1176
Edges With Duplicates : 1629
Total Edges : 2805
Number of Edge Types : 5
Replies to : 322
Retweet : 730
MentionsInRetweet : 1036
Tweet : 214
Mentions : 503
Self-Loops : 224
Reciprocated Vertex Pair Ratio : 0.00565930956423316
Reciprocated Edge Ratio : 0.0112549240292628
Connected Components : 341
Single-Vertex Connected Components : 96
Maximum Vertices in a Connected Component : 529
Maximum Edges in a Connected Component : 1059
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.25081
Graph Density : 0.000568811826676603
Modularity : 0.634837
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,768 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, 07 December 2022 at 10:03 UTC.

The requested start date was Wednesday, 07 December 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, 9-hour, 50-minute period from Wednesday, 23 November 2022 at 02:07 UTC to Tuesday, 06 December 2022 at 11:57 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:
[8] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1
[6] https://www.csape.international/
[6] https://www.science.org/doi/10.1126/sciadv.adc9179
[4] https://pubs.acs.org/doi/10.1021/acs.langmuir.2c00671
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[3] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs13205-022-03390-1
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4261026/#!po=61.7470
[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
[3] https://www.documentcloud.org/documents/23316400-farrar-fauci-comms

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

Top URLs in Tweet in G2:
[6] https://www.csape.international/
[1] https://twitter.com/Doctor_I_am_The/status/1596494039452360706
[1] https://twitter.com/Doctor_I_am_The/status/1597761617990909953
[1] https://twitter.com/Nester26084045/status/1597384799035224064

Top URLs in Tweet in G3:
[4] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1
[2] https://www.science.org/doi/10.1126/sciadv.adc9179
[2] https://www.newsbreak.com/news/2846026910195/2015-document-shows-scope-of-parties-involved-in-sars-cov-gain-of-function-research?noAds=1&_f=app_share&s=i2
[1] https://www.biorxiv.org/content/10.1101/2022.10.18.512756v1
[1] https://pubs.acs.org/doi/10.1021/acs.jcim.1c01544#.Y35Wb-jU95s.twitter
[1] https://www.documentcloud.org/documents/23316400-farrar-fauci-comms
[1] https://pubmed.ncbi.nlm.nih.gov/36417532/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=pubmed-2&utm_content=1FuuOtUS4LZ489YfZzt1PdHkFCIq-gxO9DfbyRG6OlEJnoeM19&fc=20211020020322&ff=20221123190733&v=2.17.8
[1] https://twitter.com/MichaelWorobey/status/1595636707122352130
[1] https://pubmed.ncbi.nlm.nih.gov/36417532/?s=09
[1] https://twitter.com/RolandBakerIII/status/1595158995936825344

Top URLs in Tweet in G5:
[1] https://twitter.com/angie_rasmussen/status/1595750984915247105
[1] https://usrtk.org/wp-content/uploads/2021/02/Baric-Emails-2.17.21.pdf
[1] https://www.tandfonline.com/doi/full/10.1080/08830185.2021.1883600
[1] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1
[1] https://twitter.com/prima__facie/status/1596161709730938886

Top URLs in Tweet in G6:
[2] https://en.m.wikipedia.org/wiki/Arginylglycylaspartic_acid
[1] https://www.spokesman.com/stories/1996/sep/27/flu-virus-more-potent-can-be-deadly/
[1] https://www.youtube.com/watch?v=j2jUB4u4NUs

[1] https://patents.google.com/patent/WO2005081716A2/en
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4261026/#!po=61.7470
[1] https://www.documentcloud.org/documents/23316400-farrar-fauci-comms

Top URLs in Tweet in G9:
[1] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1
[1] https://www.biorxiv.org/content/10.1101/2022.12.01.518127v1

Top Domains
Top Domains in Tweet in Entire Graph:
[40] twitter.com
[29] nih.gov
[14] biorxiv.org
[7] science.org
[6] csape.international
[6] acs.org
[4] maghreb-post.de
[4] biomedcentral.com
[4] documentcloud.org
[3] njctw.com

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

Top Domains in Tweet in G2:
[6] csape.international
[3] twitter.com

Top Domains in Tweet in G3:
[15] twitter.com
[9] nih.gov
[7] biorxiv.org
[4] maghreb-post.de
[3] science.org
[2] sandesh.com
[2] doi.org
[2] nature.com
[2] newsbreak.com
[1] acs.org

Top Domains in Tweet in G5:
[2] twitter.com
[1] usrtk.org
[1] tandfonline.com
[1] biorxiv.org

Top Domains in Tweet in G6:
[2] wikipedia.org
[1] spokesman.com
[1] youtube.com
[1] google.com
[1] nih.gov
[1] documentcloud.org

Top Domains in Tweet in G9:
[2] biorxiv.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] covid19
[4] sarscov2
[4] coverpage
[4] pid
[3] science
[3] coronavirus
[3] covid
[3] biolabs
[3] longsars
[2] newsbreak



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

Top Hashtags in Tweet in G3:
[4] covid19
[2] sarscov2
[2] china
[2] coronavirus
[2] covid
[2] science
[2] newsbreak
[1] healthenews
[1] btsy2
[1] alert

Top Hashtags in Tweet in G8:
[1] science
[1] lockdown
[1] flu
[1] covid
[1] rsv
[1] tetnnis
[1] booster
[1] vaccines

Top Words
Top Words in Tweet in Entire Graph:
[1409] sars
[1395] cov
[356] coronavirus
[296] coronaviruses
[291] 2002
[278] meetjess
[275] pan
[273] development
[272] treatment
[271] defeat

Top Words in Tweet in G1:
[294] cov
[292] sars
[274] meetjess
[270] coronavirus
[267] treatment
[267] 2002
[267] coronaviruses
[266] lead
[266] findings
[266] defeat

Top Words in Tweet in G2:
[100] crime
[90] humanitepaix
[89] internationale
[89] d'avocats
[89] cour
[89] pénale
[89] internationaux
[89] conjointe
[89] génocide
[89] plainte

Top Words in Tweet in G3:
[163] cov
[163] sars
[27] coronavirus
[18] virus
[15] covid
[14] spike
[13] 19
[12] acid
[12] protein
[11] mers

Top Words in Tweet in G4:
[2] 19
[2] godsarmyofhmrs
[2] eyeh8trump
[2] luckboxwinnerr
[2] lacarpetronm
[2] cov
[2] marsha579l
[2] rsexpress212
[2] covid
[2] saltytankerr

Top Words in Tweet in G5:
[59] cov
[50] sars
[30] well
[27] cells
[26] spike
[26] found
[26] tip
[26] southern
[26] coronavirus
[26] bat

Top Words in Tweet in G6:
[22] cov
[20] sars
[19] washburnealex
[19] years
[19] insert
[18] based
[18] pandemic
[18] global
[18] exactly
[18] improbable

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

Top Words in Tweet in G8:
[26] sars
[25] cov
[24] calling
[13] stop
[13] sars2
[12] start
[12] those
[12] know
[12] demand
[12] aids

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

Top Words in Tweet in G10:
[8] cov
[7] sars
[4] one
[4] petersweden7
[2] take
[2] swaledalemutton
[2] sequences
[2] tmafkab
[2] pawe1ski
[2] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1312] sars,cov
[274] 2002,sars
[271] coronavirus,treatment
[271] defeat,coronaviruses
[271] development,pan
[271] coronaviruses,2002
[271] findings,lead
[271] lead,development
[271] treatment,defeat
[271] pan,coronavirus

Top Word Pairs in Tweet in G1:
[291] sars,cov
[266] defeat,coronaviruses
[266] pan,coronavirus
[266] coronaviruses,2002
[266] treatment,defeat
[266] coronavirus,treatment
[266] 2002,sars
[266] development,pan
[266] findings,lead
[266] lead,development

Top Word Pairs in Tweet in G2:
[89] internationaux,cour
[89] d'avocats,internationaux
[89] conjointe,d'avocats
[89] plainte,conjointe
[89] pénale,internationale
[89] internationale,génocide
[89] cour,pénale
[88] crime,contre
[88] génocide,crime
[46] contre,humanité

Top Word Pairs in Tweet in G3:
[150] sars,cov
[23] cov,sars
[12] coronavirus,sars
[12] covid,19
[10] mers,cov
[7] pocket,conserved
[6] cov,variants
[6] spike,proteins
[6] respiratory,syndrome
[6] binding,pocket

Top Word Pairs in Tweet in G4:
[2] godsarmyofhmrs,jimbousa1776
[2] rsexpress212,saltytankerr
[2] lacarpetronm,eyeh8trump
[2] saltytankerr,luckboxwinnerr
[2] luckboxwinnerr,marsha579l
[2] eyeh8trump,rsexpress212
[2] jimbousa1776,lacarpetronm

Top Word Pairs in Tweet in G5:
[50] sars,cov
[26] bat,coronavirus
[26] tip,bind
[26] bind,well
[26] china,sars
[26] spike,tip
[26] preprint,bat
[26] cov,spike
[26] human,cells
[26] found,southern

Top Word Pairs in Tweet in G6:
[18] based,observation
[18] nature,based
[18] improbable,nature
[18] global,pandemic
[18] insert,improbable
[18] pandemic,exactly
[18] observation,years
[18] years,global
[17] washburnealex,insert
[16] sars,cov

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

Top Word Pairs in Tweet in G8:
[24] sars,cov
[12] calling,sars2
[12] language,stop
[12] calling,airborne
[12] start,calling
[12] those,demand
[12] demand,precision
[12] precision,language
[12] airborne,aids
[12] sars2,know

Top Word Pairs in Tweet in G9:
[100] sars,cov
[59] 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:
[7] sars,cov
[2] petersweden7,maryvanset
[2] davidpnoble63,drsusanoliver1
[2] pawe1ski,swaledalemutton
[2] take,much
[2] harry_temp,tmafkab
[2] really,take
[2] conclude,sars
[2] research,conclude
[2] maryvanset,really

Top Replied-To
Top Replied-To in Entire Graph:
@docposton
@doctor_i_am_the
@t_brautigan
@festinalenteaaa
@clairejardin1
@ayjchan
@elonmusk
@syndicatgj
@grafbobbes
@teavangelize

Top Replied-To in G1:
@tonyalampley
@ejustin46
@susan_jackson60
@hughthunkit
@wilymore71
@meetjess

Top Replied-To in G2:
@doctor_i_am_the
@syndicatgj
@riseupandresist
@michel__leclair
@mariusjacob67
@m_kolakusicfr
@davidlasserre7

Top Replied-To in G4:
@godsarmyofhmrs

Top Replied-To in G5:
@think_fungus

Top Replied-To in G6:
@pandowhisperer
@washburnealex
@philippmattheis
@drjohnb2
@mstandaert
@clarksterh
@mbalter
@aghuff
@mvalente2021
@xiruxi

Top Replied-To in G7:
@ecrins6
@sfax19

Top Replied-To in G8:
@t_brautigan
@mariagallegobl
@yash25571056
@fitterhappieraj

Top Replied-To in G10:
@petersweden7
@susanchubb1
@pawe1ski
@cdlatour

Top Mentioned
Top Mentioned in Entire Graph:
@meetjess
@humanitepaix
@sbeynet
@ellingulrich
@zulu18360299
@ecrins6
@syndicatgj
@carlzimmer
@truthtsar
@washburnealex

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

Top Mentioned in G2:
@humanitepaix
@syndicatgj
@m_kolakusicfr
@doctor_i_am_the
@mariusjacob67
@nbcnews
@fxbellamy
@sjulietaguilar1
@foxnews
@fleurdotone

Top Mentioned in G3:
@tradcatknight

Top Mentioned in G4:
@jimbousa1776
@lacarpetronm
@eyeh8trump
@rsexpress212
@saltytankerr
@luckboxwinnerr
@marsha579l
@cpt_fantabulous
@godsarmyofhmrs
@koons

Top Mentioned in G5:
@carlzimmer
@sciencecohen
@jh16124219
@cd57227
@flodebarre
@jessicalexicus
@svscarpino
@thilogross
@manlius84
@dirkbrockmann

Top Mentioned in G6:
@washburnealex
@jamesctobias
@janklimkowski
@mvalente2021
@charlesrixey
@mbalter
@thejikky
@beijingpalmer
@mirandadevine
@alexberenson

Top Mentioned in G7:
@sbeynet
@zulu18360299
@ecrins6

Top Mentioned in G8:
@wabbit011235813
@realcheckmarker
@t_brautigan
@findwhy
@fitterhappieraj
@leonardibot
@mariagallegobl
@ellingulrich
@meetjess
@carlzimmer

Top Mentioned in G9:
@ellingulrich
@meetjess

Top Mentioned in G10:
@mattjam28
@breezergalway
@swaledalemutton
@harry_temp
@tmafkab
@albowers1
@judysimpson222
@davidpnoble63
@drsusanoliver1
@r

Top Tweeters
Top Tweeters in Entire Graph:
@lizditz
@sonialavera
@katcapps
@akuma_river
@bellesapepper37
@paxnostrum
@noticiascaracol
@_l17r_
@rleas
@inforenique

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

Top Tweeters in G2:
@uniquecmoi
@yvespdb
@foxnews
@eliot_meredith
@nbcnews
@marcchastillon
@dett67
@bassinrebel
@bourgeoiseliane
@kiddodig

Top Tweeters in G3:
@alexbassmanrock
@qzv00507
@myjournals
@sandeshnews
@ordofibonacci
@biorxivpreprint
@tradcatknight
@enfoqueinforma
@gsajournals
@vittorioferram1

Top Tweeters in G4:
@dianacialino
@westwardfree
@renaycharlotte
@koonskarl
@rsnoeljr
@docdeezwhat
@luckboxwinnerr
@lacarpetronm
@eyeh8trump
@kali8989

Top Tweeters in G5:
@lizditz
@katcapps
@jeffgazzard
@lissnup
@franciswashere
@090_0655
@mackayim
@ellesun
@voxrob
@joltdude

Top Tweeters in G6:
@supershocked10
@teambernie27001
@mbalter
@jaimeraulmolina
@beijingpalmer
@itsjustmeeheh
@mirandadevine
@proffatihacanli
@janjekielek
@johnshopkins

Top Tweeters in G7:
@momotoutcourt
@saraart4
@gerardbondeau
@sbeynet
@mehetia1
@sfax19
@nathali38603818
@plarroque
@remlhr
@zulu18360299

Top Tweeters in G8:
@wokabaut_meri
@gerellen
@kagekirin
@taylors11264605
@findwhy
@drericding
@alexanderodoran
@erictopol
@judyandhuahua
@mariagallegobl

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

Top Tweeters in G10:
@maryvanset
@breezergalway
@swaledalemutton
@judysimpson222
@albowers1
@sharky_vs_evil
@ethicalskeptic
@cbeckj
@davidpnoble63
@ladyfrances1974


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