SARS-NCOV, Twitter, 12/25/2022 11:27:28 PM, 286956


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SARS-NCOV_2022-12-25_03-14-07.xlsx
SARS-NCOV_2022-12-25_03-14-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 25, 2022
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3CoEC0D
@ministeriosalud
@crashdebug_fr
@elonmusk
@_2019_ncov
@julienm__
@pouldeau61
@kapunch_gilgam
@sjo_adrift
@danishscience
@scientist_pop

Top hashtags:
#covid_19
#covid19
#sarscov2
#immunitytheft
#sars
#coronavirus
#invitro

Description:
Description
The graph represents a network of 800 Twitter users whose tweets in the requested range contained "SARS-NCOV", 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 11:14 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, 4-hour, 39-minute period from Sunday, 11 December 2022 at 01:01 UTC to Friday, 23 December 2022 at 05:40 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 : 800
Unique Edges : 485
Edges With Duplicates : 1313
Total Edges : 1798
Number of Edge Types : 5
Retweet : 601
MentionsInRetweet : 640
Mentions : 369
Replies to : 116
Tweet : 72
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.00937081659973226
Reciprocated Edge Ratio : 0.0185676392572944
Connected Components : 121
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 170
Maximum Edges in a Connected Component : 980
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.438059
Graph Density : 0.00117959949937422
Modularity : 0.413778
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 800 Twitter users whose tweets in the requested range contained "SARS-NCOV", 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 11:14 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, 4-hour, 39-minute period from Sunday, 11 December 2022 at 01:01 UTC to Friday, 23 December 2022 at 05:40 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-NCOV
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:
[39] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[13] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-sars-covid-19/
[11] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11680-sars-cov-2-23.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1634654801820
[7] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1619457332454
[4] https://journals.scholarsportal.info/search?q=((COVID-19)+OR+(2019-nCoV)+OR+(SARS-CoV-2))&search_in=anywhere&date_from=&date_to=&sort=relevance&sub=
[3] https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200127-sitrep-7-2019--ncov.pdf?sfvrsn=98ef79f5_2
[3] https://www.publichealthontario.ca/-/media/Documents/nCoV/voc/2022/07/evidence-brief-ba4-ba5-risk-assessment-jul-8.pdf
[2] http://www.angrese.it/

Top URLs in Tweet in G1:
[12] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-sars-covid-19/

Top URLs in Tweet in G2:
[1] https://bmcmedicine.biomedcentral.com/articles/10.1186/s12916-022-02606-8
[1] https://www.crashdebug.fr/une-sequence-brevetee-par-moderna-retrouvee-dans-l-arn-du-sars-cov-2-l-analyse-d-alexandra-henrion-caude-nexus-fr

Top URLs in Tweet in G3:
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html

Top URLs in Tweet in G4:
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-022-30932-1.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/your-health/about-covid-19/basics-covid-19.html
[1] https://twitter.com/nuanceordeath/status/1279144399897866248?s=46&t=aQ3ybDDB1jtOWcxwcXDrzA
[1] https://theconversation.com/amp/evidence-shows-that-yes-masks-prevent-covid-19-and-surgical-masks-are-the-way-to-go-167963
[1] https://www.pnas.org/doi/10.1073/pnas.2014564118
[1] https://www.cochranelibrary.com/cdsr/doi/10.1002/14651858.CD006207.pub5/full?fbclid=IwAR0pVUAtcgbxk25w-bHtVq_DD5EpGdBr7tGahzjaw_YFdAMsngfFw0pH-0M

Top URLs in Tweet in G5:
[1] https://www.newswars.com/watch-moderna-ceo-struggles-to-answer-why-covid-19-contains-patented-gene-sequence/
[1] https://www.lemonde.fr/sciences/article/2022/12/19/revelations-sur-la-genese-d-un-article-majeur-sur-l-origine-du-sars-cov-2_6155072_1650684.html
[1] https://twitter.com/AGHuff/status/1603948187303424000

Top URLs in Tweet in G6:
[3] https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200127-sitrep-7-2019--ncov.pdf?sfvrsn=98ef79f5_2
[3] https://www.publichealthontario.ca/-/media/Documents/nCoV/voc/2022/07/evidence-brief-ba4-ba5-risk-assessment-jul-8.pdf
[2] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11680-sars-cov-2-23.html
[1] https://docs.google.com/document/d/e/2PACX-1vTnR8CNo_Q-ohy8EJ0NkfG3TGcC-1YFBxWil1HsjK6JLYwbDkWphcHCbN4A6ReVBVL01nBCEGwl4i_e/pub

Top URLs in Tweet in G7:
[6] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11680-sars-cov-2-23.html
[4] https://journals.scholarsportal.info/search?q=((COVID-19)+OR+(2019-nCoV)+OR+(SARS-CoV-2))&search_in=anywhere&date_from=&date_to=&sort=relevance&sub=
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41564-020-0695-z
[2] https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1006698
[1] https://www.science.org/doi/10.1126/science.abb2507
[1] https://www.frontiersin.org/articles/10.3389/fimmu.2022.1038712/full?utm_source=S-TWT&utm_medium=SNET&utm_campaign=ECO_FIMMU_XXXXXXXX_auto-dlvrit
[1] https://www.frontiersin.org/articles/10.3389/fimmu.2022.1038712/full
[1] https://pubmed.ncbi.nlm.nih.gov/32847679/
[1] https://pubmed.ncbi.nlm.nih.gov/33290942/
[1] https://pubmed.ncbi.nlm.nih.gov/33310986/

Top URLs in Tweet in G8:
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html

Top URLs in Tweet in G9:
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11680-sars-cov-2-23.html

Top URLs in Tweet in G10:
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top Domains
Top Domains in Tweet in Entire Graph:
[82] cdc.gov
[20] nih.gov
[13] minsal.cl
[12] go.jp
[9] publichealthontario.ca
[8] scholarsportal.info
[6] nature.com
[4] who.int
[4] twitter.com
[3] amazon.it

Top Domains in Tweet in G1:
[12] minsal.cl

Top Domains in Tweet in G2:
[1] biomedcentral.com
[1] crashdebug.fr

Top Domains in Tweet in G3:
[1] cdc.gov

Top Domains in Tweet in G4:
[6] cdc.gov
[1] nature.com
[1] twitter.com
[1] theconversation.com
[1] pnas.org
[1] cochranelibrary.com

Top Domains in Tweet in G5:
[1] newswars.com
[1] lemonde.fr
[1] twitter.com

Top Domains in Tweet in G6:
[3] who.int
[3] publichealthontario.ca
[2] go.jp
[1] google.com

Top Domains in Tweet in G7:
[12] nih.gov
[8] scholarsportal.info
[6] go.jp
[2] frontiersin.org
[2] nature.com
[2] plos.org
[2] cdc.gov
[2] virological.org
[2] amazon.it
[2] gob.es

Top Domains in Tweet in G8:
[4] cdc.gov

Top Domains in Tweet in G9:
[1] go.jp

Top Domains in Tweet in G10:
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[497] covid_19
[8] covid19
[5] sarscov2
[5] immunitytheft
[2] sars
[2] coronavirus
[2] invitro
[2] immunochromatographic
[1] pediatrics
[1] pedsicu



Top Hashtags in Tweet in G1:
[496] covid_19

Top Hashtags in Tweet in G5:
[1] ctcctcggcgggcacgtag

Top Hashtags in Tweet in G7:
[5] covid19
[4] sarscov2
[2] coronavirus
[1] immunology
[1] hds
[1] pcr
[1] covid_19

Top Words
Top Words in Tweet in Entire Graph:
[993] casos
[498] informe
[497] nuevos
[497] diario
[497] registrados
[497] #covid_19
[497] fallecidos
[496] activos
[484] ministeriosalud
[470] diciembre

Top Words in Tweet in G1:
[992] casos
[496] fallecidos
[496] registrados
[496] diario
[496] #covid_19
[496] activos
[496] nuevos
[496] informe
[484] ministeriosalud
[469] diciembre

Top Words in Tweet in G2:
[2] zemmoureric
[2] csapeforce
[2] ink_caro
[2] j_bardella
[2] jlmelenchon
[2] emmanuelmacron
[2] yovdb
[2] didiermaisto
[2] statchriscotton
[2] sitting_bull_d

Top Words in Tweet in G4:
[12] sars
[8] 2019
[8] elonmusk
[5] ncov
[3] read
[3] cov
[3] symptoms
[3] means
[2] syndrome
[2] 19

Top Words in Tweet in G5:
[17] sars
[12] julienm__
[10] cov2
[10] moderna
[8] d'une
[8] expliquer
[8] gène
[8] peut
[8] pourquoi
[8] société

Top Words in Tweet in G6:
[26] sars
[25] cov
[24] evidence
[23] 2022
[23] dysregulation
[23] cause
[23] immune
[23] increasing
[20] mamatoronto
[16] potential

Top Words in Tweet in G7:
[39] sars
[33] cov
[26] ncov
[24] 19
[21] covid
[14] 12
[12] 2022
[11] against
[11] research
[10] variant

Top Words in Tweet in G8:
[4] petersweden7
[2] droplets
[2] aerosol

Top Words in Tweet in G9:
[12] 感染
[12] 新型コロナウイルス
[12] sars
[12] 1系統
[12] cov
[12] 第22報からの変更点
[12] 各変異株の国内外での発生状況の更新
[12] bq
[12] 国立感染研から
[12] xbb系統に関する知見の更新

Top Words in Tweet in G10:
[12] sars
[12] protegen
[12] community
[12] cov
[12] brief
[12] barbijos
[12] spread
[12] contra
[12] covid
[12] use

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[497] casos,nuevos
[497] diario,#covid_19
[497] fallecidos,registrados
[497] informe,diario
[496] casos,activos
[484] ministeriosalud,informe
[368] registrados,62
[243] activos,fallecidos
[143] sars,cov
[127] nuevos,10

Top Word Pairs in Tweet in G1:
[496] casos,activos
[496] fallecidos,registrados
[496] diario,#covid_19
[496] informe,diario
[496] casos,nuevos
[484] ministeriosalud,informe
[367] registrados,62
[243] activos,fallecidos
[127] nuevos,10
[58] diciembre,713

Top Word Pairs in Tweet in G2:
[2] ink_caro,csapeforce
[2] j_bardella,emmanuelmacron
[2] didiermaisto,zemmoureric
[2] yovdb,ink_caro
[2] sitting_bull_d,yovdb
[2] csapeforce,jlmelenchon
[2] jlmelenchon,didiermaisto
[2] zemmoureric,j_bardella

Top Word Pairs in Tweet in G4:
[2] elonmusk,stationcdrkelly
[2] sars,ncov
[2] sars,2019
[2] covid,19
[2] ncov,sars
[2] spike,protein
[2] sars,cov

Top Word Pairs in Tweet in G5:
[10] sars,cov2
[8] expliquer,pourquoi
[8] pdg,moderna
[8] moderna,peut
[8] séquence,gène
[8] peut,expliquer
[8] sa,société
[8] gène,sars
[8] d'une,séquence
[8] société,détient

Top Word Pairs in Tweet in G6:
[25] sars,cov
[23] evidence,sars
[23] cause,immune
[23] increasing,evidence
[23] cov,cause
[23] 2022,increasing
[23] immune,dysregulation
[16] dysregulation,potential
[16] potential,increase
[10] pho,2022

Top Word Pairs in Tweet in G7:
[32] sars,cov
[17] covid,19
[8] scholars,portal
[8] 2022,12
[7] 19,vaccine
[7] chadox1,ncov
[7] 2019,ncov
[7] ncov,19
[6] drml350phd,interesting
[5] delta,variant

Top Word Pairs in Tweet in G9:
[12] 1系統,xbb系統に関する知見の更新
[12] bq,1系統
[12] の変異株について,第23報
[12] 国立感染研から,感染
[12] 第23報,第22報からの変更点
[12] sars,cov
[12] 感染,伝播性の増加や抗原性の変化が懸念される
[12] 新型コロナウイルス,sars
[12] cov,の変異株について
[12] 各変異株の国内外での発生状況の更新,bq

Top Word Pairs in Tweet in G10:
[12] masks,control
[12] protegen,contra
[12] use,masks
[12] science,brief
[12] barbijos,protegen
[12] cov,cdc
[12] brief,community
[12] sars,cov
[12] cdc,barbijos
[12] control,spread

Top Replied-To
Top Replied-To in Entire Graph:
@andalongjacket
@artsoniq
@jennjvn
@marionkoopmans
@vickiefornyc
@thedatadonald
@spamdyspam
@angelanashtn
@mrg820
@dark_rabbithole

Top Replied-To in G2:
@meunierpatric11
@sitting_bull_d

Top Replied-To in G3:
@jimeeliberty

Top Replied-To in G4:
@asso_emilys
@nafaiangel
@pockethoosier
@satanicm3chani6
@tomfitton
@meagain10411919
@terrenceashley9
@dica53
@elonmusk
@kirkoconnell

Top Replied-To in G5:
@georgeprofonde8
@lupolynesia
@lapinkres
@julienm__
@fandemarlene

Top Replied-To in G6:
@raffyflynnart
@laurenpelley
@tristinhopper
@dslayer520

Top Replied-To in G8:
@mrg820
@patriots_free__
@fuggoffatron
@fpatriot06

Top Mentioned
Top Mentioned in Entire Graph:
@ministeriosalud
@mamatoronto
@julienm__
@jaidsenmoni
@cingolani_oscar
@laurenpelley
@elonmusk
@tristinhopper
@winteroakpress
@docteurpeb1

Top Mentioned in G1:
@ministeriosalud

Top Mentioned in G2:
@statchriscotton
@yovdb
@ink_caro
@csapeforce
@jlmelenchon
@didiermaisto
@zemmoureric
@j_bardella
@emmanuelmacron
@tontonsanpedro

Top Mentioned in G3:
@richykirsh
@scottstocker4
@mcfunny
@acmeatomicace
@giannmi
@monstercoyliar
@andrewlazarus4
@skepticalmutant
@wendyorent
@tonybaduy

Top Mentioned in G4:
@elonmusk
@stationcdrkelly
@justicedr11
@rwmalonemd
@housegop
@marciamarcia321
@tomfitton
@ryanw131313
@thasselstrom
@davidmweissman

Top Mentioned in G5:
@julienm__
@docteurpeb1
@winteroakpress
@tatiann69922625
@planetes360
@f_philippot
@unifred6
@_2019_ncov
@lapinkres
@llp_le_vrai

Top Mentioned in G6:
@mamatoronto
@laurenpelley
@tristinhopper
@raffyflynnart
@mdc_martinus
@jenniferkshea
@t_brautigan
@canakiwi2
@tbm4_jp

Top Mentioned in G7:
@drml350phd
@benasnow
@dr_sdrk

Top Mentioned in G8:
@petersweden7
@matflomaisey
@rurallaw76
@box_a_chocluts
@maricic_rosa
@aj_1878

Top Mentioned in G9:
@jaidsenmoni

Top Mentioned in G10:
@cingolani_oscar

Top Tweeters
Top Tweeters in Entire Graph:
@matiere
@rodolfoxoliz
@ro_moyano_26
@fabiparraguezm
@otakutokkai
@dragontauro
@yvespdb
@foxnews
@infozeus
@didaclopez

Top Tweeters in G1:
@rodolfoxoliz
@ro_moyano_26
@fabiparraguezm
@dragontauro
@infozeus
@gonzaloxrojas
@juanseapi
@mgarcia318
@negravillana
@lexvivanco

Top Tweeters in G2:
@yvespdb
@gerardfiloche
@bourgeoiseliane
@mazzocchinjrme1
@pinsollet
@idrissaberkane
@mazagan_ft
@realdonaldtrump
@dufrenoyyves
@royals

Top Tweeters in G3:
@doritmi
@monstercoyliar
@mcfunny
@angryfleas
@nockit1
@wendyorent
@pawley_robert
@andrewlazarus4
@skepticalmutant
@tonybaduy

Top Tweeters in G4:
@davidmweissman
@dcherring
@juliahb1
@tomfitton
@absorbunderwear
@gunthereagleman
@housegop
@swipewright
@leelasik
@elonmusk

Top Tweeters in G5:
@alek_aloha
@nova153
@planetes360
@winteroakpress
@ocelotactiif
@backtolife_2023
@fraisetagada89
@poulin2012
@julienm__
@unifred6

Top Tweeters in G6:
@underbite
@lithohedron
@sprkjoy4btrdays
@mamatoronto
@aggie_panda
@bilasheidi
@kimande64895513
@_marching_ents_
@5wvcdvfcyrnczju
@tristinhopper

Top Tweeters in G7:
@matiere
@didaclopez
@pegscooley
@shoei05_bot
@tshopitalia1
@lanszhang
@benasnow
@dr_sdrk
@drimransheikh
@retromoddingde

Top Tweeters in G8:
@dlatarche
@petersweden7
@mrg820
@stickyfrogg
@box_a_chocluts
@patriots_free__
@enderlever
@matflomaisey
@aj_1878
@rurallaw76

Top Tweeters in G9:
@otakutokkai
@mazuisake
@jinta_6
@hagi220
@tyaya9822
@chicha_1st
@hokuromarin
@igakusei_covid
@ogatakiya
@kumakosanta

Top Tweeters in G10:
@silviamolinalop
@blancar75972555
@tatyzorzi
@cecimilano04
@_tedecedron
@carlitosjuarezd
@susana01863454
@dagorret
@cingolani_oscar
@angieurbano3


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