SARS-COV, Twitter, 12/25/2022 11:22:58 PM, 286955


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SARS-COV_2022-12-25_02-51-16.xlsx
SARS-COV_2022-12-25_02-51-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 25, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3jrBSJ1
@tryangregory
@mincyt_ve
@elonmusk
@pouldeau61
@john_iwas_
@thejikky
@fitterhappieraj
@dr_sdrk
@laymansscience
@tomasoantonacci

Top hashtags:
#ade
#covid19
#sars
#covidsurge
#sarscov2
#coverpage
#vaccinationobligatoire

Description:
Description
The graph represents a network of 1,900 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 Sunday, 25 December 2022 at 10:52 UTC.

The requested start date was Sunday, 25 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 12-day, 6-hour, 37-minute period from Sunday, 11 December 2022 at 02:30 UTC to Friday, 23 December 2022 at 09:07 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 : 1900
Unique Edges : 1203
Edges With Duplicates : 1492
Total Edges : 2695
Number of Edge Types : 5
Retweet : 610
MentionsInRetweet : 783
Tweet : 156
Replies to : 396
Mentions : 750
Self-Loops : 178
Reciprocated Vertex Pair Ratio : 0.00679886685552408
Reciprocated Edge Ratio : 0.0135059088351154
Connected Components : 344
Single-Vertex Connected Components : 78
Maximum Vertices in a Connected Component : 255
Maximum Edges in a Connected Component : 495
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.674748
Graph Density : 0.000492502979407444
Modularity : 0.661538
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,900 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 Sunday, 25 December 2022 at 10:52 UTC.

The requested start date was Sunday, 25 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 12-day, 6-hour, 37-minute period from Sunday, 11 December 2022 at 02:30 UTC to Friday, 23 December 2022 at 09:07 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:
[6] https://www.europereloaded.com/dr-robert-young-finds-graphene-oxide-in-all-four-vaccines-and-other-nasties/
[5] https://www.csape.international/
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2787736/
[4] https://patentimages.storage.googleapis.com/6b/c3/21/a62eb55a0e678c/US7220852.pdf
[4] https://patentcenter.uspto.gov/#!/applications/10822904
[4] https://pubmed.ncbi.nlm.nih.gov/12814717/
[3] https://ppubs.uspto.gov/pubwebapp/static/pages/landing.html
[3] https://genomediscovery.org/2017/11/combinatorial-antiviral-therapy-cat-a-pharmaceutical-mixture-encompassing-cidofovir-ribvirin-cr-inhibits-hepatitis-bc-dengue-zika-ebola-hiv-1-mtb-malaria-cmv-sars-influenza-h1ni1/
[2] https://es.euronews.com/2020/06/01/descubren-que-hubo-un-paciente-con-covid19-en-francia-en-diciembre-el-primer-caso-en-europ

Top URLs in Tweet in G1:
[1] https://www.who.int/news-room/fact-sheets/detail/middle-east-respiratory-syndrome-coronavirus-(mers-cov)
[1] https://twitter.com/RealCheckMarker/status/1605573773821820928?s=20&t=UatPgY5TUju_euMAZNOKdw

Top URLs in Tweet in G3:
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2787736/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[2] https://www.frontiersin.org/articles/10.3389/fmolb.2020.591873/full
[2] https://www.embopress.org/doi/full/10.1038/sj.emboj.7600640
[1] https://twitter.com/Rodrigu28359621/status/1601365162572730368
[1] https://twitter.com/infodemiaMex/status/1601788868088446978
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-02301-x
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnrmicro2090
[1] https://www.cdc.gov/dotw/sars/index.html
[1] https://www.ecohealthalliance.org/2018/03/sars

Top URLs in Tweet in G4:
[4] https://patentimages.storage.googleapis.com/6b/c3/21/a62eb55a0e678c/US7220852.pdf
[4] https://patentcenter.uspto.gov/#!/applications/10822904
[4] https://pubmed.ncbi.nlm.nih.gov/12814717/
[3] https://ppubs.uspto.gov/pubwebapp/static/pages/landing.html
[1] https://s3.documentcloud.org/documents/21055989/understanding-risk-bat-coronavirus-emergence-grant-notice.pdf
[1] https://bmcresnotes.biomedcentral.com/articles/10.1186/s13104-021-05561-4
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8066091/#:~:text=Taken%20together%2C%20we%20demonstrated%20that,the%20treatment%20of%20COVID-19
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8066091/
[1] https://ncbi.nlm.nih.gov/pmc/articles/PMC8066091/#:~:text=Taken%20together%2C%20we%20demonstrated%20that,the%20treatment%20of%20COVID-19
[1] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1009212

Top URLs in Tweet in G7:
[1] https://twitter.com/LaymansScience/status/1602221777756766210?t=V0VwyXmkPHc4Rm85_igBIA&s=19

Top URLs in Tweet in G8:
[1] https://twitter.com/NatRevImmunol/status/1605255369353461762?t=fbr4VPNQDuxi6X6vwjkoHA&s=19

Top URLs in Tweet in G9:
[1] https://twitter.com/kerpen/status/1605595970992893952

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] ade
[8] covid19
[2] sars
[2] covidsurge
[2] sarscov2
[2] coverpage
[2] vaccinationobligatoire
[1] urgente
[1] gilasso
[1] alassodileno



Top Hashtags in Tweet in G1:
[2] sars

Top Hashtags in Tweet in G3:
[4] covid19
[2] sarscov2
[2] covidsurge
[1] deathforprofit
[1] fauci
[1] pandemic
[1] lifescipreprints
[1] preprintsorg
[1] betriebsschließungsversicherung
[1] betriebsschließung

Top Hashtags in Tweet in G9:
[16] ade

Top Words
Top Words in Tweet in Entire Graph:
[1555] sars
[1533] cov
[667] mers
[437] caused
[376] virus
[292] coronavirus
[223] influenza
[219] related
[215] tryangregory
[138] gripe

Top Words in Tweet in G1:
[454] sars
[440] cov
[426] mers
[423] caused
[223] virus
[214] tryangregory
[211] influenza
[211] related
[211] coronavirus
[7] covid

Top Words in Tweet in G2:
[137] cov
[135] reproducido
[135] hayan
[135] décadas
[135] complejas
[135] aviar
[135] últimas
[135] mers
[135] hecho
[135] situaciones

Top Words in Tweet in G3:
[135] cov
[123] sars
[25] virus
[19] mers
[10] covid
[10] coronavirus
[9] spike
[7] 2020
[6] crisis
[6] 2022

Top Words in Tweet in G4:
[49] sars
[46] cov
[19] elonmusk
[11] patent
[6] virus
[6] 2020
[5] collinrugg
[5] 2003
[5] treatment
[5] coronavirus

Top Words in Tweet in G5:
[2] people
[2] assumption
[2] leave
[2] cov
[2] virus
[2] residual
[2] sars
[2] doritmi
[2] debate

Top Words in Tweet in G6:
[3] video
[2] patented
[2] cov
[2] claims
[2] sars

Top Words in Tweet in G7:
[13] cov
[10] sars
[7] thejikky
[4] blast
[4] search
[3] both
[3] mers
[3] elonmusk
[3] sequences
[3] being

Top Words in Tweet in G8:
[4] cov
[4] sars
[3] spike
[3] protein
[2] proteine
[2] homology
[2] drpuerner

Top Words in Tweet in G9:
[27] vaccine
[21] facilitation
[21] antibodies
[21] aware
[21] aggravation
[21] infection
[16] antibody
[16] banounhelene
[16] #ade
[16] dependent

Top Words in Tweet in G10:
[35] die
[20] cov
[20] sars
[20] karl_lauterbach
[19] hiv
[18] corona
[17] effekte
[17] herpes
[17] idee
[17] meinen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1220] sars,cov
[287] mers,cov
[281] cov,sars
[227] cov,coronavirus
[215] related,sars
[213] coronavirus,related
[212] caused,mers
[212] caused,influenza
[212] mers,caused
[212] influenza,virus

Top Word Pairs in Tweet in G1:
[227] sars,cov
[213] mers,cov
[211] virus,caused
[211] cov,sars
[211] related,sars
[211] cov,coronavirus
[211] mers,caused
[211] influenza,virus
[211] coronavirus,related
[211] caused,mers

Top Word Pairs in Tweet in G2:
[135] situaciones,complejas
[135] hecho,últimas
[135] cov,mers
[135] hayan,reproducido
[135] complejas,gripe
[135] décadas,hayan
[135] reproducido,situaciones
[135] aviar,sars
[135] últimas,décadas
[135] gripe,aviar

Top Word Pairs in Tweet in G3:
[113] sars,cov
[15] mers,cov
[12] cov,sars
[8] cov,mers
[5] covid,19
[4] virus,sars
[4] cov,lethal
[4] model,evaluating
[4] antiviral,agents
[4] agents,vitro

Top Word Pairs in Tweet in G4:
[43] sars,cov
[4] states,patent#
[4] cov,shares
[4] march,2020
[4] owner,cdc
[4] cov,sars
[4] patent,owner
[4] patent,22
[4] patent#,us007220852b1
[4] early,treatment

Top Word Pairs in Tweet in G5:
[2] leave,assumption
[2] people,residual
[2] virus,debate
[2] residual,virus
[2] sars,cov
[2] assumption,people

Top Word Pairs in Tweet in G6:
[2] sars,cov
[2] cov,patented

Top Word Pairs in Tweet in G7:
[10] sars,cov
[3] original,sars
[3] mers,cov
[3] cov,mers
[2] l'hcov,oc43
[2] drgonzo2018,thejikky
[2] azm,antibiotic
[2] effective,against
[2] thejikky,elonmusk
[2] agneswaxooo,fatalfibers

Top Word Pairs in Tweet in G8:
[4] sars,cov
[2] spike,protein

Top Word Pairs in Tweet in G9:
[21] infection,vaccine
[21] vaccine,antibodies
[21] aggravation,infection
[21] facilitation,aggravation
[16] antibody,dependent
[16] aware,#ade
[16] enhancement,aware
[16] dependent,enhancement
[16] #ade,facilitation
[15] banounhelene,antibody

Top Word Pairs in Tweet in G10:
[20] sars,cov
[17] die,idee
[17] herpes,corona
[17] die,effekte
[17] effekte,hiv
[17] idee,die
[17] hiv,herpes
[17] karl_lauterbach,die
[17] corona,meinen
[17] meinen,sars

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@sankari83
@lukedashjr
@karl_lauterbach
@genocidealert
@mehdirhasan
@bunker_duster
@marionawfal
@alchemytoday
@dt65e7nwktf4z9r

Top Replied-To in G1:
@1goodtern
@realcheckmarker
@pafournier
@indehisce
@stevenmathern
@barryhunt008
@dbdugger
@crawlsonrocks
@tryangregory
@poosygalorest

Top Replied-To in G2:
@mincyt_ve

Top Replied-To in G4:
@elonmusk
@timrobbins1
@collinrugg
@thebradfordfile
@bennyjohnson
@bretweinstein
@aghuff
@chunkindorley
@dinga_dave
@endwokeness

Top Replied-To in G5:
@crewelon
@giannmi

Top Replied-To in G6:
@375norselegend

Top Replied-To in G7:
@thejikky
@drgonzo2018
@annelisebocquet
@qi_181
@nathanpsmad
@iamjwalt
@sense_strand
@debunk_the_funk

Top Replied-To in G8:
@klaus_lindinger
@miesengrund

Top Replied-To in G9:
@pk135j
@philipponphili1
@kerpen
@vitomendy3
@edb_ohio
@brocklennon

Top Replied-To in G10:
@karl_lauterbach
@jogro2023

Top Mentioned
Top Mentioned in Entire Graph:
@tryangregory
@mincyt_ve
@elonmusk
@antiglobalistah
@karl_lauterbach
@banounhelene
@gunnar_heine
@eleonor67267442
@sinsiglasya
@theyareus2

Top Mentioned in G1:
@tryangregory
@fitterhappieraj
@incindery1
@m_ben_yehuda
@0bj3ctivity
@dbdugger
@filth_filler
@salon
@nailatrahman
@1goodtern

Top Mentioned in G2:
@mincyt_ve
@gabrielasjr
@magagutierrezv
@minsaludve
@vicevenezuela
@mippcivzla
@yvke_mundial
@canalconciencia
@rnvinformativa
@laradiodelsur

Top Mentioned in G3:
@rebel_10n
@sixandlaura
@benasnow

Top Mentioned in G4:
@elonmusk
@collinrugg
@billym2k
@vvilelyn
@seacaptim
@charlesrixey
@aghuff
@thomas1774paine
@gunthereagleman
@heydave7

Top Mentioned in G5:
@doritmi
@scary7dr
@richykirsh
@frenchg11623069
@andrewlazarus4
@scottstocker4
@provaxtexan
@jonathanhannah
@zeetubesii
@skepticalmutant

Top Mentioned in G6:
@beastoforem
@lordbutters22
@angry_mema
@webguytv
@crogers1973
@smythebobbi
@karlton111
@againmothra
@__teekeemon
@tip_ct

Top Mentioned in G7:
@thejikky
@elonmusk
@fynn_fan
@agneswaxooo
@fatalfibers
@chrismartenson
@planzip
@notjason666
@brightscroll
@soothspider

Top Mentioned in G8:
@drpuerner
@draseidler
@uns_uwe_
@news69reiser
@haake_daniel
@lesasch87
@p3likaan
@profalkas
@terran_liberty
@drchristianwin1

Top Mentioned in G9:
@banounhelene
@kerpen
@brocklennon
@edb_ohio
@philipponphili1

Top Mentioned in G10:
@karl_lauterbach
@gunnar_heine
@thorste42952940
@freichert667
@bertde

Top Tweeters
Top Tweeters in Entire Graph:
@remindme_ofthis
@jurylady5
@unoticias
@telesurtv
@sonialavera
@netminnow
@yvke_mundial
@aeroforceso
@wildwalkerwoman
@tenji95

Top Tweeters in G1:
@jurylady5
@wildwalkerwoman
@tenji95
@darylgibson
@wgarnews
@miti_vigliero
@sie_kensou77
@zumikiss
@marymary0414
@geoffypjohnston

Top Tweeters in G2:
@unoticias
@yvke_mundial
@aeroforceso
@laradiodelsur
@rnvinformativa
@mippcivzla
@jasminbandres
@humbertreincide
@rodalexandre25
@mppsmiranda

Top Tweeters in G3:
@moneycontrolcom
@_13820
@wikyupedia
@ilindelatorremd
@dasrechtsportal
@sixandlaura
@sarah_alice_x
@earthumbrella
@rebel_10n
@bozobb36

Top Tweeters in G4:
@telegraph
@thomas1774paine
@johnpavlovitz
@shannonmccaulle
@bbborgelt81
@bennyjohnson
@zismo64
@timetowakeup62
@gunthereagleman
@angiepolicelli2

Top Tweeters in G5:
@doritmi
@monstercoyliar
@mcfunny
@nockit1
@wendyorent
@pawley_robert
@andrewlazarus4
@skepticalmutant
@tonybaduy
@frenchg11623069

Top Tweeters in G6:
@vincegottalotta
@kleeontheright
@angryfleas
@flattielover
@missled2u
@educatingtrump2
@trumpcrazytrain
@tastymorsel6
@synyster63
@earthone_13

Top Tweeters in G7:
@fatemperor
@cas2328
@alletwiederjut
@pmcdunnough
@dr_sdrk
@maples46014332
@eduengineer
@kevin_mckernan
@laymansscience
@chrismartenson

Top Tweeters in G8:
@bild
@wznewsline
@aufdecker
@ingmarstadelman
@gehirn_akrobat
@uns_uwe_
@drchristianwin1
@quo_vadis_brd
@docharry08
@tim_roehn

Top Tweeters in G9:
@bobrebelles
@kerpen
@edb_ohio
@joyceelysea9
@maubuisson61
@dhelene33
@universalien
@brocklennon
@deprezi
@fleurdesiles24

Top Tweeters in G10:
@roadrunner0601
@artnexus8
@juergenh63
@ooochristinooo
@dsskniff
@lightwizhh
@ewagehring
@vonfolkwang
@karl_lauterbach
@probablygroot


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