SARS-COV, Twitter, 12/26/2022 3:59:10 PM, 287011


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SARS-COV_2022-12-26_02-45-01.xlsx
SARS-COV_2022-12-26_02-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 26, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3WqtIzi
@tryangregory
@mincyt_ve
@realcheckmarker
@elonmusk
@pouldeau61
@john_iwas_
@fitterhappieraj
@thejikky
@tomasoantonacci
@dr_sdrk

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

Description:
Description
The graph represents a network of 1,896 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 Monday, 26 December 2022 at 10:46 UTC.

The requested start date was Monday, 26 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, 7-hour, 20-minute period from Monday, 12 December 2022 at 01:16 UTC to Sunday, 25 December 2022 at 08:36 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 : 1896
Unique Edges : 1214
Edges With Duplicates : 1540
Total Edges : 2754
Number of Edge Types : 5
Tweet : 164
MentionsInRetweet : 832
Mentions : 731
Replies to : 399
Retweet : 628
Self-Loops : 184
Reciprocated Vertex Pair Ratio : 0.00669269380925823
Reciprocated Edge Ratio : 0.0132963988919668
Connected Components : 346
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 273
Maximum Edges in a Connected Component : 562
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.77055
Graph Density : 0.000502376896785901
Modularity : 0.656479
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,896 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 Monday, 26 December 2022 at 10:46 UTC.

The requested start date was Monday, 26 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, 7-hour, 20-minute period from Monday, 12 December 2022 at 01:16 UTC to Sunday, 25 December 2022 at 08:36 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:
[9] https://www.csape.international/
[6] https://www.europereloaded.com/dr-robert-young-finds-graphene-oxide-in-all-four-vaccines-and-other-nasties/
[4] 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.mdpi.com/2073-4409/9/11/2457
[1] https://twitter.com/realcheckmarker/status/1606660314791120896
[1] https://twitter.com/RealCheckMarker/status/1605573773821820928?s=20&t=UatPgY5TUju_euMAZNOKdw
[1] https://twitter.com/realcheckmarker/status/1605543494709153792
[1] https://twitter.com/incindery1/status/1606681544508203009
[1] https://www.who.int/news-room/fact-sheets/detail/middle-east-respiratory-syndrome-coronavirus-(mers-cov)

Top URLs in Tweet in G3:
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2787736/
[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://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnrmicro2090
[1] https://twitter.com/elonmusk/status/1602113254360162304
[1] https://twitter.com/Leslieoo7/status/1602152106219257858
[1] https://www.preprints.org/manuscript/202212.0232/v1?utm_source=twitter&utm_medium=cpc&utm_campaign=from
[1] https://twitter.com/MedicalScitech/status/1577317676795547650
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[1] https://www.lr21.com.uy/salud/1466672-vacunacion-covid19-beneficios-individuales-colectivos-salud-publica

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://www.ncbi.nlm.nih.gov/books/NBK285579/
[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

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
[7] covid19
[2] sars
[2] covidsurge
[2] coverpage
[2] vaccinationobligatoire
[1] airbornesars
[1] sciencedenier
[1] airborneaids
[1] airbornecll



Top Hashtags in Tweet in G1:
[2] sars
[1] airborneaids
[1] airbornecll
[1] airbornesars

Top Hashtags in Tweet in G3:
[3] covid19
[2] covidsurge
[1] lifescipreprints
[1] preprintsorg
[1] betriebsschließungsversicherung
[1] betriebsschließung
[1] juris
[1] praxisreport
[1] versicherungsrecht
[1] corona

Top Hashtags in Tweet in G9:
[16] ade

Top Words
Top Words in Tweet in Entire Graph:
[1584] sars
[1543] cov
[666] mers
[436] caused
[364] virus
[290] coronavirus
[223] influenza
[218] tryangregory
[218] related
[138] gripe

Top Words in Tweet in G1:
[470] sars
[456] cov
[427] mers
[423] caused
[223] virus
[217] tryangregory
[211] influenza
[211] related
[211] coronavirus
[18] infection

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

Top Words in Tweet in G3:
[135] cov
[123] sars
[21] virus
[17] mers
[12] spike
[11] covid
[8] coronavirus
[7] human
[7] 2020
[6] dose

Top Words in Tweet in G4:
[52] sars
[47] cov
[18] elonmusk
[11] patent
[7] 2003
[7] virus
[6] 2020
[5] treatment
[5] collinrugg
[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:
[15] cov
[12] sars
[7] thejikky
[4] blast
[4] search
[3] sequences
[3] original
[3] both
[3] mers
[3] elonmusk

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] infection
[21] facilitation
[21] aggravation
[21] aware
[21] antibodies
[16] enhancement
[16] antibody
[16] banounhelene
[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:
[1233] sars,cov
[286] mers,cov
[283] cov,sars
[224] 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:
[242] sars,cov
[214] mers,cov
[212] cov,sars
[211] cov,coronavirus
[211] coronavirus,related
[211] caused,influenza
[211] caused,mers
[211] virus,caused
[211] influenza,virus
[211] related,sars

Top Word Pairs in Tweet in G2:
[137] sars,cov
[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

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

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

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:
[12] sars,cov
[3] original,sars
[3] mers,cov
[3] cov,mers
[2] agneswaxooo,fatalfibers
[2] fatalfibers,chrismartenson
[2] l'hcov,oc43
[2] blast,search
[2] cov,tous
[2] antibiotic,effective

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

Top Word Pairs in Tweet in G9:
[21] aggravation,infection
[21] facilitation,aggravation
[21] infection,vaccine
[21] vaccine,antibodies
[16] enhancement,aware
[16] aware,#ade
[16] dependent,enhancement
[16] antibody,dependent
[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
@genocidealert
@lukedashjr
@karl_lauterbach
@mehdirhasan
@bunker_duster
@marionawfal
@alchemytoday
@dt65e7nwktf4z9r

Top Replied-To in G1:
@incindery1
@1goodtern
@indehisce
@stevenmathern
@barryhunt008
@pafournier
@lisa_iannattone
@nintendobenzo
@dbdugger
@crawlsonrocks

Top Replied-To in G2:
@doctormacias
@gorka_orive
@mincyt_ve

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

Top Replied-To in G5:
@crewelon
@giannmi

Top Replied-To in G6:
@375norselegend

Top Replied-To in G7:
@thejikky
@drgonzo2018
@mary40111
@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
@jmjacquemin974
@gunnar_heine
@mathieumolimard
@dupontaignan

Top Mentioned in G1:
@tryangregory
@realcheckmarker
@fitterhappieraj
@m_ben_yehuda
@0bj3ctivity
@dbdugger
@filth_filler
@salon
@crawlsonrocks
@incindery1

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

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
@eduengineer
@fynn_fan
@agneswaxooo
@fatalfibers
@chrismartenson
@lainieandharry
@planzip
@notjason666

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
@myjournals
@_13820
@ilindelatorremd
@dasrechtsportal
@gaksoid
@sixandlaura
@sarah_alice_x
@earthumbrella
@rebel_10n

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

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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