SARS-NCOV, Twitter, 9/5/2022 2:55:30 PM, 281338


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SARS-NCOV_2022-09-05_03-00-01.xlsx
SARS-NCOV_2022-09-05_03-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 05, 2022
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3x07d9M
@ministeriosalud
@gabisilandia
@natho47
@cardinaustin
@gawdz0rz
@ameracadpeds
@floridamanesq88
@wolveswin2022
@vincecoglianese
@food4ears

Top hashtags:
#covid_19
#covid19
#vitiligo
#vitiligoawareness
#sarscov2
#biosafety

Description:
Description
The graph represents a network of 600 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, 05 September 2022 at 10:00 UTC.

The requested start date was Monday, 05 September 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, 4-hour, 18-minute period from Monday, 22 August 2022 at 08:02 UTC to Sunday, 04 September 2022 at 12:20 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 : 600
Unique Edges : 265
Edges With Duplicates : 1470
Total Edges : 1735
Number of Edge Types : 5
Retweet : 716
MentionsInRetweet : 721
Tweet : 57
Replies to : 83
Mentions : 158
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.00194174757281553
Reciprocated Edge Ratio : 0.00387596899224806
Connected Components : 96
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 214
Maximum Edges in a Connected Component : 1302
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.086028
Graph Density : 0.00143572621035058
Modularity : 0.292391
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 600 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, 05 September 2022 at 10:00 UTC.

The requested start date was Monday, 05 September 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, 4-hour, 18-minute period from Monday, 22 August 2022 at 08:02 UTC to Sunday, 04 September 2022 at 12:20 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:
[53] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[14] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-sars-covid-19/
[5] https://www.niid.go.jp/niid/ja/2019-ncov/2502-idsc/iasr-in/11433-510c01.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1634654801820
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[3] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[3] https://search-bvsalud-org.translate.goog/global-literature-on-novel-coronavirus-2019-ncov/resource/en/covidwho-210764?_x_tr_sl=auto&_x_tr_tl=ja&_x_tr_hl=ja&_x_tr_pto=wapp
[2] https://jessica5b3.substack.com/p/a-paper-published-in-2017-provides?r=mva55&s=r&utm_campaign=post&utm_medium=email
[2] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Actualizacion_variantes_20220829.pdf
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8499874/

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:
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8499874/
[1] https://www.publichealthontario.ca/-/media/documents/ncov/covid-wwksf/2021/08/wwksf-wearing-masks-children.pdf?sc_lang=en
[1] https://www.the-scientist.com/news-opinion/does-science-support-lifting-school-mask-mandates-69746
[1] https://publications.aap.org/pediatrics/article/149/6/e2022056687/185379/School-Masking-Policies-and-Secondary-SARS-CoV-2?autologincheck=redirected%3fnfToken%3d00000000-0000-0000-0000-000000000000
[1] https://www.nih.gov/news-events/news-releases/mandatory-masking-schools-reduced-covid-19-cases-during-delta-surge
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1634654801820
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2774707

Top URLs in Tweet in G3:
[4] https://www.niid.go.jp/niid/ja/2019-ncov/2502-idsc/iasr-in/11433-510c01.html
[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://jessica5b3.substack.com/p/a-paper-published-in-2017-provides?r=mva55&s=r&utm_campaign=post&utm_medium=email
[1] https://www.sinobiological.com/about-us
[1] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/epidemiology/957332-emerg-infect-dis-identifying-contact-risks-for-sars-cov-2-transmission-to-healthcare-workers-during-outbreak-on-covid-19-ward
[1] https://pesquisa.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/pt/covidwho-1311208
[1] https://journals.scholarsportal.info/search?q=((((((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2)))%20AND%20LD%20GE%202022-08-21%20AND%20LD%20LE%202022-08-27)))&search_in=anywhere&lang=fr
[1] https://journals.scholarsportal.info/search?q=((((((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2)))%20AND%20LD%20GE%202022-08-21%20AND%20LD%20LE%202022-08-27)))&search_in=anywhere
[1] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Actualizacion_variantes_20220829.pdf
[1] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Actualizacion_variantes_20220822.pdf

Top URLs in Tweet in G4:
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G5:
[14] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://operonart.wixsite.com/operonart/work

Top URLs in Tweet in G6:
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/rt-pcr-panel-primer-probes.html

Top URLs in Tweet in G7:
[10] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G9:
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.mpg.de/17915640/corona-risiko-maske-schutz
[1] https://www.ndr.de/nachrichten/niedersachsen/Goettinger-Studie-FFP2-Masken-effizient-gegen-Omikron,ffp126.html

Top URLs in Tweet in G10:
[2] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/11017-covid19-76.html
[1] https://nextstrain.org/community/kkosaki/ncov/japan?c=gt-E_9&d=tree,entropy,frequencies&f_country=Japan,JapanQuarantine&f_pango_lineage=BA.5.2&p=full

Top Domains
Top Domains in Tweet in Entire Graph:
[77] cdc.gov
[14] minsal.cl
[9] go.jp
[7] publichealthontario.ca
[5] nih.gov
[4] substack.com
[4] scholarsportal.info
[4] bvsalud.org
[3] gob.es
[3] translate.goog

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

Top Domains in Tweet in G2:
[5] cdc.gov
[2] nih.gov
[1] publichealthontario.ca
[1] the-scientist.com
[1] aap.org
[1] jamanetwork.com

Top Domains in Tweet in G3:
[4] scholarsportal.info
[4] go.jp
[3] substack.com
[2] gob.es
[1] sinobiological.com
[1] flutrackers.com
[1] bvsalud.org
[1] cdc.gov
[1] cellsciences.com

Top Domains in Tweet in G4:
[1] cdc.gov

Top Domains in Tweet in G5:
[14] cdc.gov
[1] wixsite.com

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

Top Domains in Tweet in G7:
[10] cdc.gov

Top Domains in Tweet in G9:
[4] cdc.gov
[1] mpg.de
[1] ndr.de

Top Domains in Tweet in G10:
[2] go.jp
[1] nextstrain.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[658] covid_19
[5] covid19
[5] vitiligo
[5] vitiligoawareness
[4] sarscov2
[2] biosafety
[2] bsl
[2] utopia
[2] virus
[1] oralvaccines



Top Hashtags in Tweet in G1:
[648] covid_19

Top Hashtags in Tweet in G3:
[3] covid19
[2] sarscov2

Top Hashtags in Tweet in G5:
[1] sciart
[1] art
[1] science
[1] coronavirus
[1] 3d
[1] microbiology
[1] biology
[1] b3d
[1] virus

Top Hashtags in Tweet in G8:
[1] sars
[1] covid19
[1] virus
[1] olympics
[1] challenge
[1] poll
[1] whatif

Top Words
Top Words in Tweet in Entire Graph:
[1316] casos
[659] informe
[658] diario
[658] #covid_19
[658] nuevos
[658] activos
[658] fallecidos
[658] registrados
[638] ministeriosalud
[532] agosto

Top Words in Tweet in G1:
[1296] casos
[648] informe
[648] diario
[648] #covid_19
[648] nuevos
[648] activos
[648] fallecidos
[648] registrados
[636] ministeriosalud
[525] agosto

Top Words in Tweet in G2:
[4] ameracadpeds
[2] vincecoglianese
[2] wolveswin2022
[2] studies
[2] masks
[2] reduces

Top Words in Tweet in G3:
[27] sars
[19] ncov
[18] cov
[10] covid
[10] 19
[9] 2019
[9] bacteria
[7] picture
[7] tim5
[7] 21

Top Words in Tweet in G5:
[14] summary
[14] cdc
[14] documents
[14] studies
[14] more
[13] dgurdasani1
[3] family
[3] including
[3] sars
[3] mers

Top Words in Tweet in G6:
[16] お兄ちゃん
[16] 新型コロナ診断のpcr法は特定の塩基配列のdnaを増やすの
[16] 米cdcの新型コロナの塩基配列を他のウイルスや生物と比べてみたら
[16] 風邪のコロナやsarsも含めて似ている配列はなかったの
[16] 新型コロナ以外を検出することはないよ
[15] demauyo_tadaimo

Top Words in Tweet in G7:
[10] elizavetaka
[4] masks
[3] read
[3] evidence
[2] try
[2] cdc
[2] summarizes
[2] studies
[2] work
[2] perhaps

Top Words in Tweet in G8:
[6] sars
[6] ncov
[4] huffpost
[2] olympic
[2] sports
[2] team
[2] conquered
[2] world
[2] took
[2] home

Top Words in Tweet in G9:
[3] stohr_klaus
[3] cdc
[2] welt
[2] große
[2] studie
[2] die
[2] sicher
[2] kennen
[2] scrollen
[2] runter

Top Words in Tweet in G10:
[2] 国立感染研の研究では無症状者であっても感染性のあるウイルスの排出は診断7日目までは見られている
[2] 有症状者に比べると少ないとは言え
[2] 無視していい数字なのか
[2] ba
[2] japan
[2] multiple
[2] nucleotide
[2] reversions
[2] root
[2] including

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[658] informe,diario
[658] diario,#covid_19
[658] casos,nuevos
[658] casos,activos
[658] fallecidos,registrados
[638] ministeriosalud,informe
[163] nuevos,33
[160] registrados,60
[142] activos,fallecidos
[137] nuevos,34

Top Word Pairs in Tweet in G1:
[648] informe,diario
[648] diario,#covid_19
[648] casos,nuevos
[648] casos,activos
[648] fallecidos,registrados
[636] ministeriosalud,informe
[162] nuevos,33
[152] registrados,60
[142] activos,fallecidos
[137] nuevos,34

Top Word Pairs in Tweet in G3:
[17] sars,cov
[8] 2019,ncov
[6] covid,19
[5] cyanophase,tim5
[5] tim5,bacteria
[5] sars,ncov
[4] ncov,spike
[4] 2022,08
[4] scholars,portal
[4] drml350phd,interesting

Top Word Pairs in Tweet in G5:
[14] summary,cdc
[14] cdc,documents
[14] documents,studies
[14] studies,more
[13] dgurdasani1,summary
[3] family,including
[3] including,sars
[3] sars,mers
[3] mers,2019
[3] 2019,ncov

Top Word Pairs in Tweet in G6:
[16] お兄ちゃん,新型コロナ診断のpcr法は特定の塩基配列のdnaを増やすの
[16] 新型コロナ診断のpcr法は特定の塩基配列のdnaを増やすの,米cdcの新型コロナの塩基配列を他のウイルスや生物と比べてみたら
[16] 米cdcの新型コロナの塩基配列を他のウイルスや生物と比べてみたら,風邪のコロナやsarsも含めて似ている配列はなかったの
[16] 風邪のコロナやsarsも含めて似ている配列はなかったの,新型コロナ以外を検出することはないよ
[15] demauyo_tadaimo,お兄ちゃん

Top Word Pairs in Tweet in G7:
[2] elizavetaka,try
[2] cdc,summarizes
[2] masks,work
[2] read,more

Top Word Pairs in Tweet in G8:
[6] sars,ncov
[2] ncov,olympic
[2] olympic,sports
[2] sports,team
[2] team,conquered
[2] conquered,world
[2] world,took
[2] took,home
[2] home,championship
[2] championship,last

Top Word Pairs in Tweet in G9:
[2] stohr_klaus,welt
[2] welt,große
[2] große,studie
[2] studie,cdc
[2] cdc,die
[2] die,sicher
[2] sicher,kennen
[2] kennen,scrollen
[2] scrollen,runter
[2] runter,gibts

Top Word Pairs in Tweet in G10:
[2] 国立感染研の研究では無症状者であっても感染性のあるウイルスの排出は診断7日目までは見られている,有症状者に比べると少ないとは言え
[2] 有症状者に比べると少ないとは言え,無視していい数字なのか
[2] ba,japan
[2] japan,multiple
[2] multiple,nucleotide
[2] nucleotide,reversions
[2] reversions,root
[2] root,including
[2] including,t9i
[2] t9i,t9t

Top Replied-To
Top Replied-To in Entire Graph:
@juliahb1
@wolveswin2022
@zojzq8ss9mqz5yq
@lazansqui
@guisasolabogado
@cristina_b
@drvivians
@wnyopenschools
@johnties11
@nancysknockers

Top Replied-To in G2:
@wolveswin2022
@nancysknockers
@masksoff247
@coopcrismom
@r_hughes1

Top Replied-To in G4:
@markes1900

Top Replied-To in G7:
@fireduptxlawyer
@mikedhood
@joshsteimle
@senorcampana
@maloo_bee
@unicorn_999
@sojuggalo
@dmckenty
@trish_ni
@curious56388405

Top Replied-To in G8:
@su15100307
@serenzwei
@smokepowerful
@osamamo41966197

Top Replied-To in G9:
@helenam25052766
@stohr_klaus
@drpuerner
@chanasitjonas

Top Mentioned
Top Mentioned in Entire Graph:
@ministeriosalud
@demauyo_tadaimo
@dgurdasani1
@elizavetaka
@natho47
@commieleejones
@huffpost
@zvitiligo
@drml350phd
@ameracadpeds

Top Mentioned in G1:
@ministeriosalud

Top Mentioned in G2:
@ameracadpeds
@vincecoglianese
@theoldfarmer
@dirtygoofypig
@sergiovengeance
@vikki_devine
@section_230
@glarriuz
@georgetakei
@elonmusk

Top Mentioned in G3:
@drml350phd
@computertroubl7

Top Mentioned in G4:
@elvira2000000
@alexvparys
@roelsmaarten
@smit_bea
@dominiekc
@markwendrich
@br_christiaens
@edward_wouters
@drdavidnl
@paulganck

Top Mentioned in G5:
@dgurdasani1
@operonart

Top Mentioned in G6:
@demauyo_tadaimo

Top Mentioned in G7:
@elizavetaka
@donotinnovate
@drdjbarbarella
@dazaj

Top Mentioned in G8:
@huffpost
@rootbrian_
@sfwuvvums
@theresapop69
@graywolfbg1

Top Mentioned in G9:
@stohr_klaus
@welt
@karl_lauterbach
@brighteyes1170
@drtobiasbreyer

Top Mentioned in G10:
@sukunabikona7
@t_brautigan
@peacockflu
@longdeserttrain
@corneliusroemer
@mildanalyst
@siamosolocani
@rajlabn
@yash25571056

Top Tweeters
Top Tweeters in Entire Graph:
@matiere
@rodolfoxoliz
@ginniasa
@reuters
@gooochin
@packraty
@trigorosa
@cristinamachuca
@siquieresmelees
@huffpost

Top Tweeters in G1:
@rodolfoxoliz
@ginniasa
@trigorosa
@cristinamachuca
@siquieresmelees
@dragontauro
@infozeus
@naid_28
@gonzaloxrojas
@mgarcia318

Top Tweeters in G2:
@williamlegate
@gawdz0rz
@georgetakei
@arkyhawg
@sergiovengeance
@luckytran
@gardengirl778
@txsalth2o
@glarriuz
@vincecoglianese

Top Tweeters in G3:
@matiere
@gooochin
@didaclopez
@8796n
@lesleygale2
@pingue7
@flutrackers
@macroliter
@drml350phd
@888martine

Top Tweeters in G4:
@marc_veld
@markwendrich
@food4ears
@dominiekc
@luketheduke1960
@drdavidnl
@br_christiaens
@edward_wouters
@elvira2000000
@robhet66

Top Tweeters in G5:
@nigelheal
@sweetie_tweeter
@dancygeorgia
@b0tsci
@ramblingproses
@canogbiz
@puppyjohn1999
@gazhay
@thegrandodditor
@lluna02191138

Top Tweeters in G6:
@packraty
@choki0623
@shunichiro0083
@mega_neo_less
@nadaynada3
@u5ki6
@hiyokokiller
@mimi_panda_nana
@crimson_preu
@naoneko_t

Top Tweeters in G7:
@unicorn_999
@donotinnovate
@pennycake
@elizavetaka
@trish_ni
@mikedhood
@senorcampana
@dmckenty
@joshsteimle
@sojuggalo

Top Tweeters in G8:
@huffpost
@rootbrian_
@graywolfbg1
@theresapop69
@su15100307
@hanssars8
@serenzwei
@sfwuvvums
@osamamo41966197
@smokepowerful

Top Tweeters in G9:
@welt
@scssel
@brighteyes1170
@karl_lauterbach
@trde_starbuck
@chanasitjonas
@drtobiasbreyer
@drpuerner
@helenam25052766
@stohr_klaus

Top Tweeters in G10:
@sukunabikona7
@corneliusroemer
@longdeserttrain
@rajlabn
@siamosolocani
@mildanalyst
@yash25571056
@t_brautigan
@peacockflu
@for_sars_cov2


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