SARS-COV, Twitter, 12/6/2022 9:20:40 PM, 285678


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SARS-COV_2022-12-06_06-15-01.xlsx
SARS-COV_2022-12-06_06-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3VQTOuu
@meetjess
@washburnealex
@ejustin46
@teambernie27001
@jamesctobias
@dr_dan_nelson
@ellingulrich
@alexanderodoran
@guiller00718000
@t_brautigan

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

Description:
Description
The graph represents a network of 1,876 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, 06 December 2022 at 14:16 UTC.

The requested start date was Tuesday, 06 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, 22-hour, 21-minute period from Tuesday, 22 November 2022 at 01:37 UTC to Monday, 05 December 2022 at 23:59 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 : 1876
Unique Edges : 1260
Edges With Duplicates : 1690
Total Edges : 2950
Number of Edge Types : 5
Retweet : 753
MentionsInRetweet : 1070
Tweet : 223
Mentions : 563
Replies to : 341
Self-Loops : 233
Reciprocated Vertex Pair Ratio : 0.00641711229946524
Reciprocated Edge Ratio : 0.0127523910733262
Connected Components : 356
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 527
Maximum Edges in a Connected Component : 1055
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.249721
Graph Density : 0.000535039090262971
Modularity : 0.639483
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,876 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, 06 December 2022 at 14:16 UTC.

The requested start date was Tuesday, 06 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, 22-hour, 21-minute period from Tuesday, 22 November 2022 at 01:37 UTC to Monday, 05 December 2022 at 23:59 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:
[11] https://www.csape.international/
[8] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1
[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
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1316022/

Top URLs in Tweet in G2:
[8] 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.news-medical.net/news/20210111/Extract-of-medicinal-plant-Artemisia-annua-interferes-with-replication-of-SARS-CoV-2-in-vitro.aspx
[1] https://grantome.com/grant/NIH/R01-AI098775-03S1
[1] https://www.lematin.ch/
[1] https://www.lematin.ch/story/pour-eviter-la-prochaine-pandemie-plantons-des-arbres-347328548000
[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

Top URLs in Tweet in G6:
[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 G7:
[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/10.1101/2022.12.01.518127v1
[1] https://www.biorxiv.org/content/10.1101/2022.11.23.517609v1

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

Top Domains in Tweet in G3:
[15] twitter.com
[8] nih.gov
[7] biorxiv.org
[4] maghreb-post.de
[3] science.org
[2] news-medical.net
[2] lematin.ch
[2] sandesh.com
[2] doi.org
[2] nature.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] usrtk.org
[1] tandfonline.com
[1] biorxiv.org

Top Domains in Tweet in G7:
[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:
[6] 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:
[5] covid19
[2] sarscov2
[2] china
[2] coronavirus
[2] covid
[2] science
[2] newsbreak
[1] biosafety
[1] propogandapete
[1] covidorigin

Top Hashtags in Tweet in G10:
[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:
[1456] sars
[1444] cov
[355] coronavirus
[298] coronaviruses
[291] 2002
[278] meetjess
[277] pan
[274] treatment
[273] development
[271] defeat

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

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

Top Words in Tweet in G3:
[173] sars
[171] cov
[27] coronavirus
[21] 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:
[2] vaccine

Top Words in Tweet in G6:
[59] cov
[50] sars
[30] well
[27] cells
[26] bat
[26] china
[26] preprint
[26] tip
[26] spike
[26] southern

Top Words in Tweet in G7:
[24] cov
[20] sars
[19] years
[19] washburnealex
[19] insert
[18] based
[18] improbable
[18] observation
[18] exactly
[18] global

Top Words in Tweet in G8:
[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 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:
[23] sars
[22] cov
[12] calling
[8] virus
[7] stop
[7] sars2
[7] t_brautigan
[6] start
[6] those
[6] know

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1358] 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:
[292] 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:
[99] d'avocats,internationaux
[99] internationale,génocide
[99] plainte,conjointe
[99] cour,pénale
[99] pénale,internationale
[99] conjointe,d'avocats
[99] internationaux,cour
[98] crime,contre
[98] génocide,crime
[55] contre,humanité

Top Word Pairs in Tweet in G3:
[158] sars,cov
[24] 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 G6:
[50] sars,cov
[26] preprint,bat
[26] well,human
[26] cov,spike
[26] bat,coronavirus
[26] tip,bind
[26] china,sars
[26] spike,tip
[26] bind,well
[26] found,southern

Top Word Pairs in Tweet in G7:
[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 G8:
[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 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:
[21] sars,cov
[6] stop,calling
[6] precision,language
[6] sars2,know
[6] aids,start
[6] start,calling
[6] demand,precision
[6] calling,sars2
[6] those,demand
[6] language,stop

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

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

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

Top Replied-To in G4:
@godsarmyofhmrs

Top Replied-To in G5:
@nuhope2022

Top Replied-To in G6:
@think_fungus

Top Replied-To in G7:
@pandowhisperer
@washburnealex
@philippmattheis
@drjohnb2
@mstandaert
@clarksterh
@mbalter
@aghuff
@mvalente2021
@xiruxi

Top Replied-To in G8:
@ecrins6
@sfax19

Top Replied-To in G10:
@t_brautigan
@mariagallegobl
@yash25571056
@fitterhappieraj

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

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

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:
@pouldeau61
@jimeeliberty
@burgerlab12
@aspalaasnasntyr
@alex_on_a14
@scary7dr
@thskicksarefire
@idunsdaughter
@provaxtexan
@scottstocker4

Top Mentioned in G6:
@carlzimmer
@sciencecohen
@jh16124219
@cd57227
@flodebarre
@jessicalexicus
@svscarpino
@thilogross
@manlius84
@dirkbrockmann

Top Mentioned in G7:
@washburnealex
@jamesctobias
@janklimkowski
@mvalente2021
@charlesrixey
@mbalter
@thejikky
@beijingpalmer
@mirandadevine
@alexberenson

Top Mentioned in G8:
@sbeynet
@zulu18360299
@ecrins6

Top Mentioned in G9:
@ellingulrich
@meetjess

Top Mentioned in G10:
@wabbit011235813
@realcheckmarker
@t_brautigan
@findwhy
@fitterhappieraj
@leonardibot
@mariagallegobl
@meetjess
@carlzimmer
@peacockflu

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:
@tian_a1
@alexbassmanrock
@qzv00507
@myjournals
@sandeshnews
@ordofibonacci
@biorxivpreprint
@tradcatknight
@enfoqueinforma
@gsajournals

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

Top Tweeters in G5:
@doritmi
@monstercoyliar
@mcfunny
@angryfleas
@wendyorent
@alex_on_a14
@pawley_robert
@andrewlazarus4
@skepticalmutant
@tonybaduy

Top Tweeters in G6:
@lizditz
@katcapps
@jeffgazzard
@lissnup
@franciswashere
@090_0655
@mackayim
@ellesun
@voxrob
@joltdude

Top Tweeters in G7:
@supershocked10
@teambernie27001
@mbalter
@jaimeraulmolina
@beijingpalmer
@itsjustmeeheh
@mirandadevine
@proffatihacanli
@janjekielek
@johnshopkins

Top Tweeters in G8:
@momotoutcourt
@saraart4
@gerardbondeau
@sbeynet
@mehetia1
@sfax19
@nathali38603818
@plarroque
@remlhr
@zulu18360299

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

Top Tweeters in G10:
@kagekirin
@findwhy
@drericding
@alexanderodoran
@erictopol
@mariagallegobl
@bagaidr
@fitterhappieraj
@josetteschoenma
@boldsheidi


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