SARS-NCOV, Twitter, 10/27/2020 3:06:58 AM, 238869


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SARS-NCOV_2020-10-26_02-41-41.xlsx
SARS-NCOV_2020-10-26_02-41-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 27, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3oxPEb1
@observatorio14
@no__plandemia
@smunichpower
@agg7
@who
@cdcgov
@phockertz
@_miriku_
@egotada
@hpmnews

Top hashtags:
#covid19
#sarscov2
#contactocercano
#opendata
#canalsalut
#rtalb
#coronavirus
#sars_cov_2
#breaking

Description:
Description
The graph represents a network of 1,990 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, 26 October 2020 at 09:43 UTC.

The requested start date was Monday, 26 October 2020 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, 22-hour, 45-minute period from Monday, 12 October 2020 at 01:00 UTC to Sunday, 25 October 2020 at 23:45 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 : 1990
Unique Edges : 1238
Edges With Duplicates : 2174
Total Edges : 3412
Number of Edge Types : 5
Retweet : 972
MentionsInRetweet : 1350
Tweet : 195
Replies to : 266
Mentions : 629
Self-Loops : 210
Reciprocated Vertex Pair Ratio : 0.0104961832061069
Reciprocated Edge Ratio : 0.0207743153918791
Connected Components : 282
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 688
Maximum Edges in a Connected Component : 1442
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.384443
Graph Density : 0.00053510387533444
Modularity : 0.616564
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,990 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, 26 October 2020 at 09:43 UTC.

The requested start date was Monday, 26 October 2020 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, 22-hour, 45-minute period from Monday, 12 October 2020 at 01:00 UTC to Sunday, 25 October 2020 at 23:45 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:
[220] https://thewashingtonstandard.com/cdc-documents-no-quantified-virus-isolates-of-the-2019-ncov-are-currently-available/
[181] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[51] https://nextstrain.org/ncov
[26] 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=
[17] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[10] https://www.nytimes.com/2020/07/04/health/239-experts-with-one-big-claim-the-coronavirus-is-airborne.html
[10] https://www.advisory.com/daily-briefing/2020/08/12/coronavirus
[10] https://choice.npr.org/index.html?origin=https://www.npr.org/sections/health-shots/2020/10/05/920446534/cdc-acknowledges-coronavirus-can-spread-via-airborne-transmission
[10] https://www.lci.fr/sante/en-direct-coronavirus-pandemie-virus-sars-ncov-deuxieme-vague-adversaire-des-bleus-dimanche-cristiano-ronaldo-teste-positif-au-covid-19-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1602600376
[8] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en

Top URLs in Tweet in G1:
[184] https://thewashingtonstandard.com/cdc-documents-no-quantified-virus-isolates-of-the-2019-ncov-are-currently-available/

Top URLs in Tweet in G3:
[26] 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=
[14] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[4] https://www.lci.fr/sante/en-direct-covid-19-epidemie-coronavirus-plus-de-52-000-nouveaux-cas-en-24-heures-nouveau-record-quotidien-2161513.html
[4] https://www.researchsquare.com/article/rs-94837/v1
[3] https://search.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/en/ppmedrxiv-20206151
[3] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/
[2] https://thewashingtonstandard.com/cdc-documents-no-quantified-virus-isolates-of-the-2019-ncov-are-currently-available/
[2] https://tools.cdc.gov/api/embed/downloader/download.asp?m=403372&c=408405
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2020-10-24&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2020-10-11&search_in=LD

Top URLs in Tweet in G4:
[23] https://thewashingtonstandard.com/cdc-documents-no-quantified-virus-isolates-of-the-2019-ncov-are-currently-available/
[4] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html

Top URLs in Tweet in G5:
[1] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/
[1] https://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/procediment-actuacio-coronavirus.pdf

Top URLs in Tweet in G6:
[12] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[7] https://thewashingtonstandard.com/cdc-documents-no-quantified-virus-isolates-of-the-2019-ncov-are-currently-available/
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html#:~:text=Airborne%20transmission%20is%20infection%20spread,and%20time%20(typically%20hours)
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html

Top URLs in Tweet in G7:
[6] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[1] https://nextstrain.org/ncov/global
[1] https://nextstrain.org/flu/seasonal/h3n2/ha/2y
[1] https://nextstrain.org/enterovirus/d68/genome
[1] https://nextstrain.org/dengue/denv1
[1] https://nextstrain.org/measles
[1] https://virologydownunder.com/sigh-yes-the-covid-virus-is-real/
[1] https://www.sinobiological.com/research/virus/2019-ncov-antigen
[1] https://www.promega.com/applications/virus-detection-assay-coronavirus-detection-covid-19-sars-cov-2/sars-cov-2-viral-research-vaccine-therapeutic-development/

Top URLs in Tweet in G8:
[14] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[1] https://espanol.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[1] https://twitter.com/l_stone/status/1318582084110254083
[1] https://www.youtube.com/watch?v=y--XzJHAcxU&feature=youtu.be

[1] https://www.cdc.gov/coronavirus/2019-ncov/cdcresponse/about-COVID-19.html
[1] https://twitter.com/PPE_Source/status/1317583095315484672
[1] https://www.cdc.gov/coronavirus/2019-ncov/faq.html#Spread
[1] https://twitter.com/HuffmanLabDU/status/1316983112455258112
[1] https://twitter.com/sarahdwire/status/1313569301245423616?s=20

Top URLs in Tweet in G9:
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html

Top URLs in Tweet in G10:
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html

Top Domains
Top Domains in Tweet in Entire Graph:
[269] cdc.gov
[221] thewashingtonstandard.com
[65] nextstrain.org
[52] scholarsportal.info
[25] twitter.com
[15] lci.fr
[13] publichealthontario.ca
[11] nytimes.com
[10] advisory.com
[10] npr.org

Top Domains in Tweet in G1:
[184] thewashingtonstandard.com

Top Domains in Tweet in G3:
[52] scholarsportal.info
[35] cdc.gov
[5] twitter.com
[5] lci.fr
[4] bvsalud.org
[4] researchsquare.com
[3] thewashingtonstandard.com
[3] gencat.cat
[3] bit.ly
[2] go.jp

Top Domains in Tweet in G4:
[23] thewashingtonstandard.com
[4] cdc.gov

Top Domains in Tweet in G5:
[2] gencat.cat

Top Domains in Tweet in G6:
[14] cdc.gov
[7] thewashingtonstandard.com

Top Domains in Tweet in G7:
[8] cdc.gov
[5] nextstrain.org
[2] twitter.com
[2] nih.gov
[1] virologydownunder.com
[1] sinobiological.com
[1] promega.com
[1] earthsky.org

Top Domains in Tweet in G8:
[18] cdc.gov
[4] twitter.com
[1] youtube.com

Top Domains in Tweet in G9:
[1] cdc.gov

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[194] covid19
[82] sarscov2
[63] contactocercano
[49] opendata
[36] canalsalut
[24] rtalb
[22] coronavirus
[11] sars_cov_2
[8] breaking
[8] newsreport



Top Hashtags in Tweet in G2:
[1] tiempodeelegir
[1] ejércitobolivarianobicentenario
[1] fanb

Top Hashtags in Tweet in G3:
[30] covid19
[29] sarscov2
[10] coronavirus
[4] sars_cov_2
[3] covid_19
[2] airbornetransmission
[2] virus
[2] scicomm
[2] 2019_ncov
[2] covid

Top Hashtags in Tweet in G4:
[1] söder

Top Hashtags in Tweet in G5:
[27] canalsalut

Top Hashtags in Tweet in G7:
[1] covid19

Top Hashtags in Tweet in G8:
[5] sars_cov_2
[5] covid__19
[3] covid19
[1] vcucovid19comm
[1] wuhan
[1] bats
[1] coronavirus
[1] ppe
[1] protection
[1] usarbarbijo

Top Hashtags in Tweet in G9:
[61] covid19
[61] contactocercano
[1] ventila

Top Hashtags in Tweet in G10:
[1] covid19
[1] contactocercano

Top Words
Top Words in Tweet in Entire Graph:
[854] sars
[647] cov
[527] cdc
[348] ncov
[329] 2019
[239] coronavirus
[201] covid
[194] #covid19
[192] reconocen
[192] actualmente

Top Words in Tweet in G1:
[184] cdc
[184] reconocen
[184] actualmente
[184] dispone
[184] muestra
[184] alguna
[184] sars
[184] cov
[184] aislada
[183] no__plandemia

Top Words in Tweet in G2:
[118] recomendaciones
[118] población
[118] acerca
[118] coronavirus
[118] 2019
[118] ncov
[118] organización
[118] mundial
[118] salud
[117] somos_ejercito

Top Words in Tweet in G3:
[109] covid
[92] 19
[81] sars
[67] cov
[52] articles
[52] scholars
[52] portal
[37] ncov
[37] 2020
[35] 2019

Top Words in Tweet in G4:
[144] gibt
[99] sars
[96] cov2
[76] skandal
[76] cdc
[76] usa
[76] zugegeben
[76] kein
[76] isolat
[76] bedeutet

Top Words in Tweet in G5:
[75] salutcat
[49] 18
[49] nou
[48] oriolmitja
[48] dies
[48] després
[48] anterior
[48] ja
[48] ho
[48] tenim

Top Words in Tweet in G6:
[37] cdc
[24] informe
[22] explica
[22] postura
[22] torno
[22] tema
[22] potencial
[22] evidente
[22] nadie
[22] contra

Top Words in Tweet in G7:
[21] 2019
[21] sars
[19] ncov
[13] cov
[9] test
[9] virus
[8] close
[8] pcr
[7] cdc
[7] alisonblunt

Top Words in Tweet in G8:
[29] cdcgov
[20] sars
[14] being
[13] cov
[12] scientific
[12] brief
[12] over
[11] well
[11] documented
[11] examples

Top Words in Tweet in G9:
[61] epidemiología
[61] #covid19
[61] indica
[61] mayoría
[61] infecciones
[61] propagan
[61] #contactocercano
[61] transmisión
[60] raquelblascor

Top Words in Tweet in G10:
[60] cdc
[60] conceptos
[51] airborne
[51] sars
[51] cov
[50] aclaran
[50] droplets
[50] aerosol
[50] epidemiology
[50] indicates

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[623] sars,cov
[261] 2019,ncov
[192] cdc,reconocen
[192] reconocen,actualmente
[192] actualmente,dispone
[192] dispone,muestra
[192] muestra,alguna
[192] alguna,sars
[192] cov,aislada
[187] no__plandemia,cdc

Top Word Pairs in Tweet in G1:
[184] cdc,reconocen
[184] reconocen,actualmente
[184] actualmente,dispone
[184] dispone,muestra
[184] muestra,alguna
[184] alguna,sars
[184] sars,cov
[184] cov,aislada
[183] no__plandemia,cdc

Top Word Pairs in Tweet in G2:
[118] recomendaciones,población
[118] población,acerca
[118] acerca,coronavirus
[118] coronavirus,2019
[118] 2019,ncov
[118] ncov,organización
[118] organización,mundial
[118] mundial,salud
[117] somos_ejercito,recomendaciones

Top Word Pairs in Tweet in G3:
[80] covid,19
[63] sars,cov
[52] scholars,portal
[27] #covid19,#sarscov2
[26] 2020,10
[26] articles,covid
[26] portal,périodiques
[26] 19,scholars
[26] portal,journals
[20] 2019,ncov

Top Word Pairs in Tweet in G4:
[96] sars,cov2
[76] skandal,cdc
[76] cdc,usa
[76] usa,zugegeben
[76] zugegeben,gibt
[76] gibt,kein
[76] kein,isolat
[76] isolat,sars
[76] cov2,bedeutet
[68] bedeutet,gibt

Top Word Pairs in Tweet in G5:
[49] salutcat,18
[48] oriolmitja,salutcat
[48] 18,dies
[48] dies,després
[48] després,anterior
[48] anterior,ja
[48] ja,ho
[48] ho,tenim
[48] tenim,nou
[48] nou,document

Top Word Pairs in Tweet in G6:
[22] informe,cdc
[22] cdc,explica
[22] explica,postura
[22] postura,torno
[22] torno,tema
[22] tema,potencial
[22] potencial,evidente
[22] evidente,nadie
[22] nadie,contra
[21] drlejarazu,informe

Top Word Pairs in Tweet in G7:
[18] 2019,ncov
[13] sars,cov
[6] pcr,test
[6] present,validated
[6] validated,diagnostic
[6] diagnostic,workflow
[6] workflow,2019
[6] ncov,design
[6] design,relying
[6] relying,close

Top Word Pairs in Tweet in G8:
[12] scientific,brief
[12] sars,cov
[11] brief,cdcgov
[11] cdcgov,well
[11] well,documented
[11] documented,examples
[11] examples,sars
[11] cov,being
[11] being,transmitted
[11] transmitted,over

Top Word Pairs in Tweet in G9:
[61] epidemiología,#covid19
[61] #covid19,indica
[61] indica,mayoría
[61] mayoría,infecciones
[61] infecciones,propagan
[61] propagan,#contactocercano
[61] #contactocercano,transmisión
[60] raquelblascor,epidemiología

Top Word Pairs in Tweet in G10:
[51] sars,cov
[50] cdc,aclaran
[50] aclaran,conceptos
[50] conceptos,airborne
[50] airborne,droplets
[50] droplets,aerosol
[50] aerosol,epidemiology
[50] epidemiology,sars
[50] cov,indicates
[50] indicates,infections

Top Replied-To
Top Replied-To in Entire Graph:
@hobeets
@regierungbw
@fritzkuhn1
@dockaurg
@xynyxs
@sergiocoscolin
@almu_rmarin
@cdu_bw
@juliehouseofwow
@54freedom1314

Top Replied-To in G4:
@fritzkuhn1
@regierungbw
@zdfheute
@epochtimesde
@cdu_bw
@d_le_nen
@michimaeder
@rki_de
@shomburg
@landtag_bw

Top Replied-To in G5:
@oriolmitja

Top Replied-To in G6:
@almu_rmarin
@sergiocoscolin
@ledamgz
@lugaricano
@5marioco
@navedelmisterio
@ppcampos99
@pablofuente

Top Replied-To in G7:
@hobeets
@juliehouseofwow
@fritz72501492
@molemanpeter
@nowredeq
@nan75694343
@deus_abscondis
@david_g1zqc
@diana_thagaard
@dhrumil2504

Top Replied-To in G8:
@southwestair
@ap1tv_official
@uslawreview
@checkmatestate
@cdcgov
@sandrobrotz
@democracynow

Top Mentioned
Top Mentioned in Entire Graph:
@no__plandemia
@somos_ejercito
@salutcat
@raquelblascor
@smunichpower
@phockertz
@gisaid
@_miriku_
@nextstrain
@martacardenasr

Top Mentioned in G1:
@no__plandemia

Top Mentioned in G2:
@somos_ejercito

Top Mentioned in G3:
@jeanrossignol
@itilaurent1
@gati53226100
@readatidbit
@schaechterle
@fascientists
@veritas_karl

Top Mentioned in G4:
@smunichpower
@who
@zdf
@epochtimesde
@shomburg
@zdfheute
@rki_de
@tuberlin
@swrongg
@bag_ofsp_ufsp

Top Mentioned in G5:
@salutcat
@martacardenasr
@oriolmitja

Top Mentioned in G6:
@drlejarazu
@navedelmisterio
@lolaneuromd
@francis61470479
@silvitrianera
@lord_juli
@almu_rmarin
@domerobustini
@monaguilloc
@noalnom2

Top Mentioned in G7:
@alisonblunt
@ale_battini
@travellightp1
@ianfmusgrave
@nosniborleahcim
@lysandergrant
@stopbeingselfi1
@luscious_lorna
@patricksavalle
@juliehouseofwow

Top Mentioned in G8:
@cdcgov
@laurenpelley
@samur_pc
@senatemajldr
@speakerpelosi
@eldorhaan
@youtube
@cdc
@digiphile
@ignatiusjr

Top Mentioned in G9:
@raquelblascor

Top Mentioned in G10:
@_miriku_
@fontanph
@raquelblascor

Top Tweeters
Top Tweeters in Entire Graph:
@marcodacostafx
@lopezgovlaw
@maria_andy2
@inabster
@southwestair
@bannerite
@sosorasora3
@menabster
@koulnek
@hiruandon89

Top Tweeters in G1:
@jappserrallo
@omentando
@lematelot49
@engineer__28
@unkb2
@marcehtam
@isa_uruguay
@tr16042615
@marian05236789
@magdahoy65

Top Tweeters in G2:
@crispulorb
@melicarola18
@cirmilapure
@adaimararmas
@mariane52485539
@rafaelhernan34
@rodryhj
@adi533jfb
@banmar15m
@carolinazambra9

Top Tweeters in G3:
@mwforhr
@rnomics
@932jp
@jpinetree
@mikroporn
@memofwd
@soviet_foxtrot
@jeanrossignol
@melchizedekwife
@bertrandbio

Top Tweeters in G4:
@zdf
@spasskultur
@moni_24680
@hellud123
@johannes135
@zdfheute
@epochtimesde
@changeworld2
@clspelsa
@halegga1

Top Tweeters in G5:
@r_maureso
@nil_cat1
@isagueri
@ribesalicia
@celiaizq
@ref1oct17
@maxiuxiueig
@albertcamos
@mtudela
@chuliano222

Top Tweeters in G6:
@el_pais
@eelenavg
@egotada
@turkiantof
@martindonato
@vmesteban
@adoracioncastro
@navedelmisterio
@observatorio14
@alfchus

Top Tweeters in G7:
@doritmi
@faznet
@leene50
@charbrevolution
@atamerarzu
@thomas_binder
@patricksavalle
@deus_abscondis
@charliekirk11
@mkeulemans

Top Tweeters in G8:
@southwestair
@digiphile
@muddybike
@uslawreview
@smadixit
@dvlnosmz
@democracynow
@lindahaslett
@citr0nella
@dalydes

Top Tweeters in G9:
@galarole08
@lluis1966
@viruto75
@mariafbreslauer
@ppoheisenberg
@precariousmind
@raquelblascor
@elenasaiz63
@pirocarasu
@tki_ojo

Top Tweeters in G10:
@pinturicchia13
@gabisilandia
@mixpelirroja
@johnsam57668631
@fali_mz
@aviranetiano
@tenor_abraham
@gabls
@mgalandejuana
@telonnius


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