SARS-NCOV, Twitter, 8/15/2022 4:51:00 PM, 280119


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SARS-NCOV_2022-08-15_03-00-02.xlsx
SARS-NCOV_2022-08-15_03-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3bZpjBd
@ministeriosalud
@crashdebug_fr
@alainsebil
@bb45_colorado
@willard1951
@shocktraumarn
@lazaruslong13
@sitting_bull_d
@jaidsenmoni
@matubonbeagle

Top hashtags:
#covid_19
#day2
#covid19
#sarscov2
#ncov
#viralpersistence

Description:
Description
The graph represents a network of 786 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 Monday, 15 August 2022 at 10:00 UTC.

The requested start date was Monday, 15 August 2022 at 00:01 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, 6-hour, 9-minute period from Monday, 01 August 2022 at 02:01 UTC to Sunday, 14 August 2022 at 08:10 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 : 786
Unique Edges : 640
Edges With Duplicates : 849
Total Edges : 1489
Number of Edge Types : 5
Retweet : 359
MentionsInRetweet : 572
Tweet : 67
Replies to : 83
Mentions : 408
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0.0095440084835631
Reciprocated Edge Ratio : 0.0189075630252101
Connected Components : 116
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 128
Maximum Edges in a Connected Component : 339
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.050975
Graph Density : 0.00154292475000405
Modularity : 0.594861
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 786 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 Monday, 15 August 2022 at 10:00 UTC.

The requested start date was Monday, 15 August 2022 at 00:01 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, 6-hour, 9-minute period from Monday, 01 August 2022 at 02:01 UTC to Sunday, 14 August 2022 at 08:10 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:
[44] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[44] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[14] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11346-sars-cov-2-19.html
[6] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11180-covid19-17.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[5] https://www.sanidad.gob.es/en/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_623_COVID-19.pdf
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7324311/
[4] https://dgalerts.docguide.com/ncov-home/article/tixagevimab-cilgavimab-administration-found-to-provide-protection-against-sars-cov-2-omicron-variant-infection-and-severe-disease-in-immunocompromised-individuals-studies?title=Tixagevimab-cilgavimab%20administration%20found%20to%20provide%20protection%20against%20SARS-CoV-2%20Omicron%20variant%20infection%20and%20severe%20disease%20in%20immunocompromised%20individuals%3A%20Studies&body=Findings%20from%20a%20study%20published%20in%20Clinical%20Microbiology%20and%20Infection%20showed%20a%20low%20rate%20of%20severe%20acute%20respiratory%20syndrome%20coronavirus%202%20(SARS%E2%80%91CoV%E2%80%912)%20infections%20and%20severe%20illnesses%20among%20immunocompromised%20patients%20treated
[3] https://www.publichealthontario.ca/-/media/documents/ncov/covid-wwksf/2021/08/wwksf-wearing-masks-children.pdf?sc_lang=en
[3] https://nextstrain.org/ncov/gisaid/global/6m

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

Top URLs in Tweet in G2:
[1] http://www.francesoir.fr/la-vaccination-contre-le-sars-cov-2-favorise-t-elle-le-developpement-du-cancer
[1] https://twitter.com/ChrisCottonStat/status/1542150320444284928
[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:
[2] https://www.who.int/news/item/27-04-2020-who-timeline---covid-19
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/testing.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/testing.html#:~:text=The%20first%20test%20for%20COVID,CoV%2D2%20in%20respiratory%20specimens
[1] https://nextstrain.org/ncov/gisaid/global/6m

Top URLs in Tweet in G4:
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2502-idsc/iasr-in/10464-496d03.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11276-covid19-ba-2-75.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11346-sars-cov-2-19.html

Top URLs in Tweet in G5:
[5] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11346-sars-cov-2-19.html
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7324311/
[2] 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://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11180-covid19-17.html
[1] https://www.publichealthontario.ca/-/media/Documents/nCoV/voc/2022/07/evidence-brief-ba4-ba5-risk-assessment-jul-26.pdf
[1] https://dgalerts.docguide.com/ncov-home/article/study-identifies-symptoms-and-risk-factors-for-long-covid-in-non-hospitalised-adults?title=Study%20identifies%20symptoms%20and%20risk%20factors%20for%20long%20COVID%20in%20non-hospitalised%20adults&body=Findings%20from%20a%20study%20published%20in%20Nature%20Medicine%20showed%20that%20severe%20acute%20respiratory%20syndrome%20coronavirus%202%20(SARS-CoV-2)%20infection%20was%20independently%20associated%20with%20the%20reporting%20of%2062%20symptoms%20spanning%20multiple%20organ
[1] https://www.tsukuba.ac.jp/images/pdf/2020g02.pdf
[1] https://www.tsukuba.ac.jp/contact/
[1] https://www.publichealthontario.ca/-/media/Documents/nCoV/COVID-WWKSF/2022/03/wwksf-mask-mandates-population-level-outcomes.pdf?sc_lang=en
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html

Top URLs in Tweet in G6:
[41] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html#

Top URLs in Tweet in G7:
[2] https://nextstrain.org/ncov/gisaid/global?c=region&fbclid=IwAR3k7suOMZ9f_TGisNA5Vr9Y7U7ObKhiRCunIEmTkVrQqFJV3k_DTcCPB-Q
[2] https://www.ncbi.nlm.nih.gov/sars-cov-2/?fbclid=IwAR2nDW0ylI_wsl3cWzxkc0YDppQIbEqQjyI9rjpNF9txT4X54DILgduYm7U
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-03148-w%3Ffbclid%3DIwAR1AbyxvtsePIXJP59GKiu2nWvrnVHWLYhSigCh0TVLcqiCFIp1NJUxHgPI
[2] https://www.ncbi.nlm.nih.gov/nuccore/MN908947
[2] https://ngdc.cncb.ac.cn/ncov/release_genome#goto
[2] https://ngdc.cncb.ac.cn/ncov/genome/accession?q=EPI_ISL_4468874
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-021-22785-x
[1] https://weekly.chinacdc.cn/en/article/doi/10.46234/ccdcw2020.023
[1] https://journals.plos.org/plosntds/article?id=10.1371/journal.pntd.0008472
[1] https://theconversation.com/i-study-viruses-how-our-team-isolated-the-new-coronavirus-to-fight-the-global-pandemic-133675

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

Top URLs in Tweet in G10:
[7] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[1] https://twitter.com/redouad/status/1554069355004059649

Top Domains
Top Domains in Tweet in Entire Graph:
[110] cdc.gov
[30] go.jp
[12] nih.gov
[9] publichealthontario.ca
[7] gob.es
[6] docguide.com
[5] nextstrain.org
[5] nature.com
[4] twitter.com
[4] ac.cn

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

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

Top Domains in Tweet in G3:
[2] cdc.gov
[2] who.int
[1] nextstrain.org

Top Domains in Tweet in G4:
[3] go.jp

Top Domains in Tweet in G5:
[12] go.jp
[5] nih.gov
[4] scholarsportal.info
[2] publichealthontario.ca
[2] docguide.com
[2] ac.jp
[2] cdc.gov
[2] cell.com
[2] gob.es
[2] amazon.it

Top Domains in Tweet in G6:
[42] cdc.gov

Top Domains in Tweet in G7:
[4] nih.gov
[4] nature.com
[4] ac.cn
[2] nextstrain.org
[2] facebook.com
[1] chinacdc.cn
[1] plos.org
[1] theconversation.com
[1] cdc.gov

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[161] covid_19
[7] day2
[7] covid19
[5] sarscov2
[3] ncov
[3] viralpersistence
[2] covidー19
[2] coronavirus
[2] 2019_ncov
[2] ncov2019



Top Hashtags in Tweet in G1:
[161] covid_19

Top Hashtags in Tweet in G5:
[2] covid19
[2] sarscov2
[2] ncov19
[1] covidvaccines
[1] vaccinessavelives
[1] 2019ncov
[1] monkeypoxvirus

Top Hashtags in Tweet in G8:
[1] prã¤ventionstattreaktion
[1] bildungabersicher

Top Hashtags in Tweet in G10:
[2] covidiot

Top Words
Top Words in Tweet in Entire Graph:
[323] casos
[189] sars
[182] cov
[166] agosto
[162] nuevos
[161] informe
[161] diario
[161] #covid_19
[161] activos
[161] fallecidos

Top Words in Tweet in G1:
[322] casos
[161] informe
[161] diario
[161] #covid_19
[161] agosto
[161] nuevos
[161] activos
[161] fallecidos
[161] registrados
[158] ministeriosalud

Top Words in Tweet in G2:
[24] sitting_bull_d
[22] didiermaisto
[21] rrrrgerard
[21] mazagan_ft
[21] athan0r153
[21] francoisboulo
[21] brunobertez
[21] anicelajnef
[21] etienne_chouard
[20] alainsebil

Top Words in Tweet in G3:
[4] 2020
[4] gt
[3] mr_magoo5
[3] skepticalmutant
[3] chimera414
[3] tonybaduy
[3] carlsmythe
[3] mcfunny
[3] krebiozen
[3] mpc_xetts

Top Words in Tweet in G4:
[64] cov
[61] sars
[60] 新型コロナウイルス
[58] の変異株ba
[58] 75系統について
[58] 国立感染症研究所
[58] 2022年7月8日時点
[58] インドより6
[58] 2報告
[58] 日本ではインド渡航歴者から検疫で6

Top Words in Tweet in G5:
[37] sars
[32] cov
[18] ncov
[14] 19
[12] covid
[10] ba
[7] 2022
[7] against
[7] chadox1
[7] 新型コロナウイルス

Top Words in Tweet in G6:
[40] covid
[39] lazaruslong13
[31] cdc
[29] respiratory
[22] use
[21] fluids
[21] droplets
[21] reference
[19] inhalation
[19] aerosols

Top Words in Tweet in G7:
[5] sars
[5] cov
[3] branka0505050
[3] nemanjamilosev6
[3] trpachdronfulja
[3] milanovicnenad3
[3] 2020
[2] vranes_jelena
[2] rorschachnew
[2] miliduh

Top Words in Tweet in G8:
[28] gibt
[28] evidenz
[15] dafã
[14] keine
[14] maskenpflicht
[14] schulen
[14] spracherwerb
[14] beeintrã
[14] chtigt
[14] viel

Top Words in Tweet in G9:
[2] inserciones

Top Words in Tweet in G10:
[10] masks
[9] work
[7] shallit43
[6] virus
[5] sars
[5] cov
[5] 11
[5] claim
[5] help
[5] stop

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[170] sars,cov
[162] casos,nuevos
[161] informe,diario
[161] diario,#covid_19
[161] casos,activos
[161] fallecidos,registrados
[158] ministeriosalud,informe
[84] registrados,59
[81] #covid_19,13
[81] 13,agosto

Top Word Pairs in Tweet in G1:
[161] informe,diario
[161] diario,#covid_19
[161] casos,nuevos
[161] casos,activos
[161] fallecidos,registrados
[158] ministeriosalud,informe
[84] registrados,59
[81] #covid_19,13
[81] 13,agosto
[81] agosto,11

Top Word Pairs in Tweet in G2:
[21] rrrrgerard,mazagan_ft
[21] mazagan_ft,athan0r153
[21] athan0r153,sitting_bull_d
[21] sitting_bull_d,francoisboulo
[21] francoisboulo,brunobertez
[21] brunobertez,anicelajnef
[21] anicelajnef,didiermaisto
[21] didiermaisto,etienne_chouard
[20] alainsebil,rrrrgerard
[3] sitting_bull_d,55bellechasse

Top Word Pairs in Tweet in G3:
[4] 2020,gt
[3] mcfunny,krebiozen
[3] jonathanhannah,reacharoundu
[3] reacharoundu,andrewlazarus4
[3] alex_on_a14,paramaniac9
[3] paramaniac9,theonew16516042
[3] theonew16516042,expose_the_dog
[3] sars,cov
[2] swaledalemutton,chimera414
[2] chimera414,tonybaduy

Top Word Pairs in Tweet in G4:
[61] sars,cov
[60] 新型コロナウイルス,sars
[58] cov,の変異株ba
[58] の変異株ba,75系統について
[58] 75系統について,国立感染症研究所
[58] 国立感染症研究所,2022年7月8日時点
[58] 2022年7月8日時点,インドより6
[58] インドより6,2報告
[58] 2報告,日本ではインド渡航歴者から検疫で6
[58] 日本ではインド渡航歴者から検疫で6,13検出

Top Word Pairs in Tweet in G5:
[31] sars,cov
[9] covid,19
[7] 新型コロナウイルス,sars
[5] chadox1,ncov
[5] ncov,19
[4] ba,ba
[4] against,sars
[4] cov,の変異株について
[4] scholars,portal
[3] 2019,ncov

Top Word Pairs in Tweet in G6:
[21] lazaruslong13,cdc
[21] cdc,use
[21] use,respiratory
[21] respiratory,fluids
[21] fluids,droplets
[21] droplets,reference
[21] reference,covid
[19] inhalation,aerosols
[19] aerosols,used
[19] used,covid

Top Word Pairs in Tweet in G7:
[5] sars,cov
[2] branka0505050,vranes_jelena
[2] trpachdronfulja,arsenijevladim1
[2] arsenijevladim1,egox_ego
[2] smejemse,antivaxgonic1
[2] nestruchni,kalimer23120938
[2] kalimer23120938,drshamy87
[2] drshamy87,milanovicnenad3
[2] cov,izolovan
[2] izolovan,ceo

Top Word Pairs in Tweet in G8:
[15] evidenz,dafã
[14] gibt,keine
[14] keine,evidenz
[14] dafã,maskenpflicht
[14] maskenpflicht,schulen
[14] schulen,spracherwerb
[14] spracherwerb,beeintrã
[14] beeintrã,chtigt
[14] chtigt,gibt
[14] gibt,viel

Top Word Pairs in Tweet in G10:
[8] masks,work
[5] sars,cov
[5] cov,virus
[5] 11,claim
[5] claim,masks
[5] work,help
[5] help,stop
[5] stop,spread
[5] spread,covid
[5] covid,haven't

Top Replied-To
Top Replied-To in Entire Graph:
@brownstoneinst
@nihilunio
@ld97rfgzu8ffzwh
@samanthamarika1
@tom97024816
@yneb_on
@wnyopenschools
@whitey900
@adeleindo
@rrrrgerard

Top Replied-To in G2:
@rrrrgerard
@sitting_bull_d

Top Replied-To in G3:
@dann58638436
@ericmichael74
@pgunnels1

Top Replied-To in G7:
@wolfs_daddy
@branka0505050
@ivangrozni001

Top Replied-To in G9:
@fundacionvencer

Top Replied-To in G10:
@brownstoneinst
@whitey900
@wnyopenschools
@yneb_on

Top Mentioned
Top Mentioned in Entire Graph:
@ministeriosalud
@bb45_colorado
@lazaruslong13
@sitting_bull_d
@didiermaisto
@mazagan_ft
@athan0r153
@francoisboulo
@brunobertez
@anicelajnef

Top Mentioned in G1:
@ministeriosalud

Top Mentioned in G2:
@sitting_bull_d
@didiermaisto
@mazagan_ft
@athan0r153
@francoisboulo
@brunobertez
@anicelajnef
@etienne_chouard
@alainsebil
@rrrrgerard

Top Mentioned in G3:
@mr_magoo5
@skepticalmutant
@chimera414
@tonybaduy
@carlsmythe
@mcfunny
@krebiozen
@mpc_xetts
@jonathanhannah
@reacharoundu

Top Mentioned in G4:
@bb45_colorado
@jaidsenmoni

Top Mentioned in G5:
@drml350phd
@cya_tya9qx5
@brockreiss

Top Mentioned in G6:
@lazaruslong13
@rougematisse
@danaparish

Top Mentioned in G7:
@nemanjamilosev6
@trpachdronfulja
@milanovicnenad3
@branka0505050
@vranes_jelena
@rorschachnew
@miliduh
@arsenijevladim1
@egox_ego
@smejemse

Top Mentioned in G8:
@bildungsicher

Top Mentioned in G9:
@guillesequera
@vigisaludpy
@universohombres
@hoypy
@corresponsalvih
@ultimahoracom
@telefuturoinfo
@cinthia_mora
@aisman6
@somosgen

Top Mentioned in G10:
@shallit43
@jonathanstea
@atonalmuse

Top Tweeters
Top Tweeters in Entire Graph:
@ecodaren
@sosorasora3
@citrus_kyoto
@lizditz
@wardj15
@marthalynneowe1
@fabiparraguezm
@katcapps
@taka910910
@bb45_colorado

Top Tweeters in G1:
@fabiparraguezm
@trigorosa
@infozeus
@gonzaloxrojas
@mgarcia318
@chidalgo
@huyoa
@lexvivanco
@pablolabarcac
@andreasakurada

Top Tweeters in G2:
@yvespdb
@talullabellefle
@jaclostermann
@pierrejovanovic
@anthonyjouve1
@eric13287047
@poulin2012
@russeurope
@jeanyvescapo
@idrissaberkane

Top Tweeters in G3:
@fillmorewhite
@mcfunny
@breezergalway
@chimera414
@malo_j
@alex_on_a14
@artyshouse
@iainmulady
@carlsmythe
@andrewlazarus4

Top Tweeters in G4:
@ecodaren
@sosorasora3
@citrus_kyoto
@bb45_colorado
@yunishio
@zpitschi
@lamohkun
@matubonbeagle
@m_igeta
@qbk_jitensya

Top Tweeters in G5:
@didaclopez
@akima9936
@hirosaitoh
@parasite2006
@bootorixa
@__gfx__
@jeanmichelfleur
@maanya
@tomokazutomokaz
@iliyanyurukov

Top Tweeters in G6:
@marthalynneowe1
@katcapps
@bfitzinar
@colleenmmck618
@joejaggi
@cassandranocov
@birdsofpaper
@happyhexer
@sprkjoy4btrdays
@coniinthegarden

Top Tweeters in G7:
@ivangrozni001
@egox_ego
@nemanjamilosev6
@arsenijevladim1
@miliduh
@wolfs_daddy
@branka0505050
@antivaxgonic1
@zrajovich2
@biti_zdrav

Top Tweeters in G8:
@mertinsk
@die_socke
@michael10415865
@angelikagreine6
@freud4a
@mandala81966
@bildungsicher
@dorotheahoffm15
@nieselregen_com
@ds_defoe

Top Tweeters in G9:
@abcdigital
@ultimahoracom
@hoypy
@aisman6
@telefuturoinfo
@somosgen
@cinthia_mora
@vigisaludpy
@corresponsalvih
@guillesequera

Top Tweeters in G10:
@lizditz
@maikoki
@joltdude
@jonathanstea
@shallit43
@wnyopenschools
@atonalmuse
@nickywhitaker
@whitey900
@lesleystock5