SARS-NCOV, Twitter, 8/19/2022 10:36:15 AM, 280342


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SARS-NCOV_2022-08-19_03-13-22.xlsx
SARS-NCOV_2022-08-19_03-13-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 19, 2022
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3QPuYsk
@ministeriosalud
@crashdebug_fr
@alainsebil
@bb45_colorado
@shocktraumarn
@lazaruslong13
@shallit43
@sitting_bull_d
@didiermaisto
@rrrrgerard

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

Description:
Description
The graph represents a network of 779 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 Friday, 19 August 2022 at 10:14 UTC.

The requested start date was Friday, 19 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, 11-hour, 22-minute period from Friday, 05 August 2022 at 00:31 UTC to Thursday, 18 August 2022 at 11:53 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 : 779
Unique Edges : 596
Edges With Duplicates : 998
Total Edges : 1594
Number of Edge Types : 5
Replies to : 78
Mentions : 358
Retweet : 436
MentionsInRetweet : 655
Tweet : 67
Self-Loops : 76
Reciprocated Vertex Pair Ratio : 0.00759219088937093
Reciprocated Edge Ratio : 0.0150699677072121
Connected Components : 111
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 150
Maximum Edges in a Connected Component : 468
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.016358
Graph Density : 0.00153284647445311
Modularity : 0.541927
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 779 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 Friday, 19 August 2022 at 10:14 UTC.

The requested start date was Friday, 19 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, 11-hour, 22-minute period from Friday, 05 August 2022 at 00:31 UTC to Thursday, 18 August 2022 at 11:53 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:
[42] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[37] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[5] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11346-sars-cov-2-19.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
[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=
[4] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-sars-covid-19/
[3] https://www.publichealthontario.ca/-/media/Documents/nCoV/voc/2022/07/evidence-brief-ba4-ba5-risk-assessment-jul-8.pdf?sc_lang=en
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1634654801820
[3] https://www.publichealthontario.ca/-/media/documents/ncov/covid-wwksf/2021/08/wwksf-wearing-masks-children.pdf?sc_lang=en

Top URLs in Tweet in G1:
[4] 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:
[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

Top URLs in Tweet in G4:
[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

Top URLs in Tweet in G5:
[4] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11346-sars-cov-2-19.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=
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7324311/
[2] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11180-covid19-17.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/vaccine-induced-immunity.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11257-covid19-18.html
[1] https://www.slideshare.net/main/private_slideshow?path_to_redirect_at=https%3A%2F%2Fwww.slideshare.net%2Fshungo1977%2F152019ncov
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/11053-covid19-78.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/make-chlorine-solution.html
[1] https://www.dhs.gov/sites/default/files/2022-07/22_0712_st_monkeypox_mql.pdf

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:
[6] 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 URLs in Tweet in G8:
[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
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html

Top URLs in Tweet in G10:
[1] https://twitter.com/KeithEv84928885/status/1530142984678821888?t=dNS3X31S1CJO7YOhx1wi3g&s=19
[1] https://www.publichealthontario.ca/-/media/Documents/nCoV/voc/2022/07/evidence-brief-ba4-ba5-risk-assessment-jul-8.pdf?sc_lang=en

Top Domains
Top Domains in Tweet in Entire Graph:
[101] cdc.gov
[19] go.jp
[11] nih.gov
[8] scholarsportal.info
[7] gob.es
[7] publichealthontario.ca
[6] twitter.com
[4] minsal.cl
[2] nextstrain.org
[2] substack.com

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

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

Top Domains in Tweet in G3:
[2] go.jp

Top Domains in Tweet in G4:
[2] cdc.gov
[2] who.int

Top Domains in Tweet in G5:
[11] go.jp
[8] scholarsportal.info
[5] nih.gov
[3] cdc.gov
[2] substack.com
[2] amazon.it
[2] gob.es
[1] slideshare.net
[1] dhs.gov
[1] nejm.org

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

Top Domains in Tweet in G7:
[8] cdc.gov
[1] twitter.com

Top Domains in Tweet in G8:
[1] chinacdc.cn
[1] plos.org
[1] theconversation.com
[1] cdc.gov

Top Domains in Tweet in G10:
[1] twitter.com
[1] publichealthontario.ca

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



Top Hashtags in Tweet in G1:
[236] covid_19

Top Hashtags in Tweet in G5:
[4] covid19
[4] sarscov2
[2] ncov19
[1] 2019ncov
[1] monkeypoxvirus
[1] longcovid
[1] pwlc

Top Hashtags in Tweet in G7:
[2] covidiot

Top Words
Top Words in Tweet in Entire Graph:
[473] casos
[241] agosto
[237] nuevos
[236] informe
[236] diario
[236] #covid_19
[236] activos
[236] fallecidos
[236] registrados
[232] ministeriosalud

Top Words in Tweet in G1:
[472] casos
[236] informe
[236] diario
[236] #covid_19
[236] agosto
[236] nuevos
[236] activos
[236] fallecidos
[236] registrados
[232] ministeriosalud

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

Top Words in Tweet in G3:
[60] sars
[60] cov
[59] 新型コロナウイルス
[59] の変異株ba
[59] 75系統について
[59] 国立感染症研究所
[59] 2022年7月8日時点
[59] インドより6
[59] 2報告
[59] 日本ではインド渡航歴者から検疫で6

Top Words in Tweet in G4:
[4] 2020
[4] gt
[3] pcr
[3] developed
[3] wrong
[2] breezergalway
[2] ericmichael74
[2] mr_magoo5
[2] mstrixter
[2] ghoppe

Top Words in Tweet in G5:
[42] sars
[30] cov
[28] ncov
[19] 19
[16] covid
[12] ba
[10] 2019
[10] vaccine
[10] 2022
[10] research

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:
[23] shallit43
[19] masks
[18] work
[15] 11
[15] claim
[15] help
[15] stop
[15] spread
[15] covid
[15] haven't

Top Words in Tweet in G8:
[3] sars
[3] cov
[2] branka0505050
[2] vranes_jelena
[2] rorschachnew
[2] nemanjamilosev6
[2] miliduh
[2] trpachdronfulja
[2] arsenijevladim1
[2] egox_ego

Top Words in Tweet in G9:
[2] inserciones

Top Words in Tweet in G10:
[9] ncov
[9] ratg13
[8] gag
[8] proteins
[8] hiv
[8] end
[8] bat
[8] cave
[8] yunnan
[8] 2013

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[237] casos,nuevos
[236] informe,diario
[236] diario,#covid_19
[236] casos,activos
[236] fallecidos,registrados
[232] ministeriosalud,informe
[175] sars,cov
[168] registrados,59
[153] nuevos,49
[86] #covid_19,13

Top Word Pairs in Tweet in G1:
[236] informe,diario
[236] diario,#covid_19
[236] casos,nuevos
[236] casos,activos
[236] fallecidos,registrados
[232] ministeriosalud,informe
[168] registrados,59
[153] nuevos,49
[86] #covid_19,13
[86] 13,agosto

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

Top Word Pairs in Tweet in G3:
[60] sars,cov
[59] 新型コロナウイルス,sars
[59] cov,の変異株ba
[59] の変異株ba,75系統について
[59] 75系統について,国立感染症研究所
[59] 国立感染症研究所,2022年7月8日時点
[59] 2022年7月8日時点,インドより6
[59] インドより6,2報告
[59] 2報告,日本ではインド渡航歴者から検疫で6
[59] 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 G4:
[4] 2020,gt
[2] swaledalemutton,chimera414
[2] chimera414,tonybaduy
[2] tonybaduy,carlsmythe
[2] mcfunny,krebiozen
[2] krebiozen,mpc_xetts
[2] mpc_xetts,rkontroiisto
[2] rkontroiisto,willard1951
[2] willard1951,iainmulady
[2] iainmulady,jonathanhannah

Top Word Pairs in Tweet in G5:
[30] sars,cov
[12] covid,19
[8] scholars,portal
[7] 新型コロナウイルス,sars
[7] chadox1,ncov
[7] ncov,19
[7] 2019,ncov
[6] 2022,08
[6] drml350phd,interesting
[5] ba,ba

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:
[17] masks,work
[15] 11,claim
[15] claim,masks
[15] work,help
[15] help,stop
[15] stop,spread
[15] spread,covid
[15] covid,haven't
[15] haven't,read
[15] read,dozen

Top Word Pairs in Tweet in G8:
[3] 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

Top Word Pairs in Tweet in G10:
[8] gag,proteins
[8] proteins,hiv
[8] hiv,end
[8] end,bat
[8] bat,cave
[8] cave,yunnan
[8] yunnan,2013
[8] 2013,became
[8] became,ratg13
[8] ratg13,2020

Top Replied-To
Top Replied-To in Entire Graph:
@brownstoneinst
@i_petersen
@nihilunio
@ld97rfgzu8ffzwh
@dr_strangedays
@roberto60987251
@ianrodenppc
@wicherskikeaton
@anonymo72701618
@woke_af_n0b0dy

Top Replied-To in G2:
@rrrrgerard
@sitting_bull_d

Top Replied-To in G4:
@dann58638436
@ericmichael74

Top Replied-To in G7:
@brownstoneinst
@whitey900
@wnyopenschools
@yneb_on

Top Replied-To in G8:
@wolfs_daddy
@ivangrozni001

Top Replied-To in G9:
@fundacionvencer

Top Replied-To in G10:
@charlesrixey
@drjamesolsson

Top Mentioned
Top Mentioned in Entire Graph:
@ministeriosalud
@bb45_colorado
@lazaruslong13
@sitting_bull_d
@didiermaisto
@shallit43
@mazagan_ft
@athan0r153
@francoisboulo
@brunobertez

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:
@bb45_colorado

Top Mentioned in G4:
@breezergalway
@mr_magoo5
@mstrixter
@ghoppe
@skepticalmutant
@swaledalemutton
@chimera414
@tonybaduy
@carlsmythe
@mcfunny

Top Mentioned in G5:
@drml350phd
@cya_tya9qx5
@brockreiss

Top Mentioned in G6:
@lazaruslong13
@rougematisse
@danaparish

Top Mentioned in G7:
@shallit43
@jonathanstea
@atonalmuse

Top Mentioned in G8:
@branka0505050
@vranes_jelena
@rorschachnew
@nemanjamilosev6
@miliduh
@trpachdronfulja
@arsenijevladim1
@egox_ego
@smejemse
@antivaxgonic1

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

Top Mentioned in G10:
@keithev84928885
@db11770382
@drjamesolsson

Top Tweeters
Top Tweeters in Entire Graph:
@ecodaren
@republikaonline
@sosorasora3
@citrus_kyoto
@lizditz
@wardj15
@marthalynneowe1
@katcapps
@joannecangal
@bb45_colorado

Top Tweeters in G1:
@dragontauro
@gonzaloxrojas
@mgarcia318
@chidalgo
@pablolabarcac
@andreasakurada
@cfa_30
@kennomeli86
@radionuble
@elmejoredux

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

Top Tweeters in G3:
@ecodaren
@sosorasora3
@citrus_kyoto
@bb45_colorado
@yunishio
@zpitschi
@lamohkun
@matubonbeagle
@qbk_jitensya
@questions_67_68

Top Tweeters in G4:
@fillmorewhite
@mcfunny
@breezergalway
@chimera414
@alex_on_a14
@iainmulady
@carlsmythe
@andrewlazarus4
@skepticalmutant
@tonybaduy

Top Tweeters in G5:
@republikaonline
@didaclopez
@dai7707
@parasite2006
@bootorixa
@__gfx__
@jeanmichelfleur
@damkyan_omega
@tomokazutomokaz
@sweetorchid

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

Top Tweeters in G7:
@lizditz
@joannecangal
@ghostcatbce
@mustangmadd
@frankdelia7
@maikoki
@joltdude
@jonathanstea
@nb_covid_info
@0cynicalbastard

Top Tweeters in G8:
@ivangrozni001
@egox_ego
@nemanjamilosev6
@arsenijevladim1
@miliduh
@wolfs_daddy
@antivaxgonic1
@branka0505050
@zrajovich2
@biti_zdrav

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

Top Tweeters in G10:
@wardj15
@goodsvejk
@siener9
@alletwiederjut
@snydervegas
@bibi58558618
@charlesrixey
@keithev84928885
@darrellmello
@drjamesolsson


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