SARS-NCOV, Twitter, 10/19/2020 7:55:17 PM, 238241


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SARS-NCOV_2020-10-19_02-12-25.xlsx
SARS-NCOV_2020-10-19_02-12-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 19, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3dRVJuh
@cdcgov
@drlejarazu
@bioseguretatuab
@realdonaldtrump
@digiphile
@observatorio14
@navedelmisterio
@no__plandemia
@lauraapollo
@speakerpelosi

Top hashtags:
#covid19
#sarscov2
#contactocercano
#opendata
#rtalb
#canalsalut

Description:
Description
The graph represents a network of 3,025 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, 19 October 2020 at 09:14 UTC.

The requested start date was Monday, 19 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, 14-minute period from Monday, 05 October 2020 at 00:42 UTC to Sunday, 18 October 2020 at 22:57 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 : 3025
Unique Edges : 1831
Edges With Duplicates : 3158
Total Edges : 4989
Number of Edge Types : 5
Replies to : 410
Retweet : 1429
MentionsInRetweet : 1915
Tweet : 282
Mentions : 953
Self-Loops : 300
Reciprocated Vertex Pair Ratio : 0.00940032414910859
Reciprocated Edge Ratio : 0.0186255619781631
Connected Components : 432
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 1253
Maximum Edges in a Connected Component : 2576
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.880597
Graph Density : 0.000340417158598977
Modularity : 0.621738
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,025 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, 19 October 2020 at 09:14 UTC.

The requested start date was Monday, 19 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, 14-minute period from Monday, 05 October 2020 at 00:42 UTC to Sunday, 18 October 2020 at 22:57 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:
[479] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[220] https://thewashingtonstandard.com/cdc-documents-no-quantified-virus-isolates-of-the-2019-ncov-are-currently-available/
[50] https://nextstrain.org/ncov
[28] 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=
[22] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[12] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[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
[9] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[8] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/lab/multiplex.html

Top URLs in Tweet in G1:
[48] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/hcp/faq.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html?utm_content=141708095&utm_medium=social&utm_source=twitter&hss_channel=tw-177819064
[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/bbchughpym/status/1315603789269917697
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[1] https://twitter.com/NBSaphierMD/status/1314691294657159174

Top URLs in Tweet in G2:
[183] https://thewashingtonstandard.com/cdc-documents-no-quantified-virus-isolates-of-the-2019-ncov-are-currently-available/

Top URLs in Tweet in G3:
[2] https://twitter.com/daniel_bilar/status/1151825818982715395
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[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/
[1] https://earthsky.org/human-world/trillions-of-viruses-human-virome
[1] https://twitter.com/ianfmusgrave/status/1316136372801998848
[1] https://twitter.com/NosniboRleahciM/status/1316051542064144387
[1] https://www.ncbi.nlm.nih.gov/pmc/?term=2019-nCoV+OR+2019nCoV+OR+COVID-19+OR+SARS-CoV-2+OR+((wuhan+AND+coronavirus)+AND+2019%2F12%5BPDAT%5D%3A2030%5BPDAT%5D
[1] https://www.ncbi.nlm.nih.gov/pmc/?term=2019-nCoV+OR+2019nCoV+OR+COVID-19+OR+SARS-CoV-2+OR+((wuhan+AND+coronavirus)+AND+2019%2F12%5BPDAT%5D%3A2030%5BPDAT%5D)%20AND%20

Top URLs in Tweet in G4:
[59] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[5] https://www.lci.fr/sante/covid-19-en-direct-coronavirus-pandemie-en-italie-nouvelles-mesures-de-restrictions-annonce-giuseppe-conte-2161513.html
[3] https://search.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/en/ppmedrxiv-20206151
[2] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html
[2] http://r.socialstudio.radian6.com/16634627-6461-4a76-9e95-f811bf89400d
[2] https://thewashingtonstandard.com/cdc-documents-no-quantified-virus-isolates-of-the-2019-ncov-are-currently-available/
[2] https://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/multiplex.html
[1] https://scitechdaily.com/scientists-discover-sars-cov-2-infection-can-relieve-pain-may-help-explain-covid-19-spread/

Top URLs in Tweet in G5:
[25] https://thewashingtonstandard.com/cdc-documents-no-quantified-virus-isolates-of-the-2019-ncov-are-currently-available/
[9] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://thewashingtonstandard.com/cdc-documents-no-quantified-virus-isolates-of-the-2019-ncov-are-currently-available/?fbclid=IwAR1eoYEn8eAziDK2lyxVPAX-CUzqbfQTEo_f675ZzqOVI549jmQcFeIBPKI

Top URLs in Tweet in G7:
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/faq.html

Top URLs in Tweet in G8:
[65] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html

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

Top URLs in Tweet in G10:
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://twitter.com/mitchellreports/status/1313255365899886592

Top Domains
Top Domains in Tweet in Entire Graph:
[616] cdc.gov
[223] thewashingtonstandard.com
[63] nextstrain.org
[56] scholarsportal.info
[39] twitter.com
[15] publichealthontario.ca
[15] lci.fr
[10] nih.gov
[9] gob.es
[8] fda.gov

Top Domains in Tweet in G1:
[60] cdc.gov
[6] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[183] thewashingtonstandard.com

Top Domains in Tweet in G3:
[7] twitter.com
[5] cdc.gov
[2] nih.gov
[1] sinobiological.com
[1] promega.com
[1] earthsky.org
[1] harvardtothebighouse.com
[1] sciencedirect.com

Top Domains in Tweet in G4:
[86] cdc.gov
[6] twitter.com
[5] lci.fr
[4] bvsalud.org
[3] nih.gov
[3] thewashingtonstandard.com
[2] radian6.com
[2] landtag.de
[2] gob.es
[2] wikipedia.org

Top Domains in Tweet in G5:
[26] thewashingtonstandard.com
[9] cdc.gov

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[220] covid19
[89] sarscov2
[63] contactocercano
[52] opendata
[37] rtalb
[27] canalsalut
[21] coronavirus
[17] sars_cov_2
[15] cdc
[15] 新型コロペウイルス



Top Hashtags in Tweet in G1:
[33] covid19
[4] coronavirus
[4] sarscov2
[3] sars_cov_2
[2] covid__19
[2] airbornetransmission
[2] cubrebocas
[2] jljcolorado
[1] ppe
[1] protection

Top Hashtags in Tweet in G3:
[2] ebola
[2] sars

Top Hashtags in Tweet in G4:
[7] covid19
[4] sarscov2
[4] covid_19
[4] sars_cov_2
[4] airbornetransmission
[4] coronavirus
[3] covid19papers
[2] rtalb
[2] covid__19
[2] cdc

Top Hashtags in Tweet in G5:
[1] söder

Top Hashtags in Tweet in G6:
[1] tiempodeelegir
[1] ejércitobolivarianobicentenario
[1] fanb

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

Top Words
Top Words in Tweet in Entire Graph:
[1155] sars
[935] cov
[804] cdc
[697] æ
[486] transmission
[457] airborne
[387] ncov
[378] 2019
[301] covid
[284] ãƒ

Top Words in Tweet in G1:
[237] cdcgov
[175] airborne
[173] transmission
[131] discusses
[128] saskiapopescu
[119] sars
[116] cov
[105] brief
[104] scientific
[103] potential

Top Words in Tweet in G2:
[183] cdc
[183] reconocen
[183] actualmente
[183] dispone
[183] muestra
[183] alguna
[183] sars
[183] cov
[183] aislada
[182] no__plandemia

Top Words in Tweet in G3:
[21] 2019
[21] ncov
[19] sars
[11] cov
[9] use
[8] ianfmusgrave
[8] cleavage
[7] data
[7] making
[7] furin

Top Words in Tweet in G4:
[102] sars
[77] cov
[53] covid
[52] 19
[42] cdc
[40] ãƒ
[39] ncov
[36] transmission
[35] 2019
[31] airborne

Top Words in Tweet in G5:
[152] gibt
[151] sars
[101] cov2
[83] cdc
[82] kein
[82] isolat
[82] bedeutet
[81] usa
[80] skandal
[80] zugegeben

Top Words in Tweet in G6:
[111] recomendaciones
[111] población
[111] acerca
[111] coronavirus
[111] 2019
[111] ncov
[111] organización
[111] mundial
[111] salud
[110] somos_ejercito

Top Words in Tweet in G7:
[95] trump
[95] drive
[95] flouts
[95] cdc
[95] guidelines
[95] œ
[95] transport
[95] movement
[95] patient
[95] suspected

Top Words in Tweet in G8:
[53] heidinbc
[20] alinouriphd
[13] public
[12] few
[12] examples
[12] scientists
[12] communicating
[12] science
[12] policy
[12] makers

Top Words in Tweet in G9:
[64] transmisión
[63] epidemiología
[63] #covid19
[63] indica
[63] mayoría
[63] infecciones
[63] propagan
[63] #contactocercano
[62] raquelblascor
[2] aerosoles

Top Words in Tweet in G10:
[63] words
[63] cdc
[63] airborne
[63] transmission
[63] occurs
[63] enclosed
[63] spaces
[63] prolonged
[63] exposure
[62] playstrumpcard

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[887] sars,cov
[410] airborne,transmission
[283] 2019,ncov
[256] æ,ÿæÿ
[229] covid,19
[189] cdc,reconocen
[189] reconocen,actualmente
[189] actualmente,dispone
[189] dispone,muestra
[189] muestra,alguna

Top Word Pairs in Tweet in G1:
[167] airborne,transmission
[116] sars,cov
[104] scientific,brief
[103] potential,airborne
[89] brief,sars
[89] cov,potential
[86] really,love
[86] love,cdcgov
[86] cdcgov,scientific
[86] transmission,discusses

Top Word Pairs in Tweet in G2:
[183] cdc,reconocen
[183] reconocen,actualmente
[183] actualmente,dispone
[183] dispone,muestra
[183] muestra,alguna
[183] alguna,sars
[183] sars,cov
[183] cov,aislada
[182] no__plandemia,cdc

Top Word Pairs in Tweet in G3:
[21] 2019,ncov
[11] sars,cov
[7] furin,cleavage
[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 G4:
[72] sars,cov
[45] covid,19
[27] airborne,transmission
[19] ãƒ,ãƒ
[16] 2019,ncov
[12] scientific,brief
[12] cov,potential
[12] potential,airborne
[11] sars,ncov
[11] brief,sars

Top Word Pairs in Tweet in G5:
[101] sars,cov2
[82] kein,isolat
[82] isolat,sars
[81] cdc,usa
[80] usa,zugegeben
[80] gibt,kein
[80] cov2,bedeutet
[79] skandal,cdc
[79] zugegeben,gibt
[72] bedeutet,gibt

Top Word Pairs in Tweet in G6:
[111] recomendaciones,población
[111] población,acerca
[111] acerca,coronavirus
[111] coronavirus,2019
[111] 2019,ncov
[111] ncov,organización
[111] organización,mundial
[111] mundial,salud
[110] somos_ejercito,recomendaciones

Top Word Pairs in Tweet in G7:
[95] trump,drive
[95] drive,flouts
[95] flouts,cdc
[95] cdc,guidelines
[95] guidelines,œ
[95] œ,transport
[95] transport,movement
[95] movement,patient
[95] patient,suspected
[95] suspected,confirmed

Top Word Pairs in Tweet in G8:
[12] few,examples
[12] examples,scientists
[12] scientists,communicating
[12] communicating,science
[12] science,policy
[12] policy,makers
[12] makers,public
[12] public,big
[12] big,results
[11] alinouriphd,few

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

Top Word Pairs in Tweet in G10:
[63] words,cdc
[63] cdc,airborne
[63] airborne,transmission
[63] transmission,occurs
[63] occurs,enclosed
[63] enclosed,spaces
[63] spaces,prolonged
[63] prolonged,exposure
[62] playstrumpcard,words
[62] exposure,respiâ

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@regierungbw
@fritzkuhn1
@avidareli
@linseymarr
@almu_rmarin
@cdu_bw
@cdcgov
@ianfmusgrave
@juliehouseofwow

Top Replied-To in G1:
@cdcgov
@nygovcuomo
@aleju2
@paddlingupcreek
@danieldimartino
@winstonszeto

Top Replied-To in G3:
@ianfmusgrave
@juliehouseofwow
@travellightp1
@chris_f_carson
@bottomleyfiona
@peterre76976220
@usefulbanter
@christi45657364
@peterpa18592329
@7_dsseven

Top Replied-To in G5:
@fritzkuhn1
@regierungbw
@zdfheute
@epochtimesde
@cdu_bw
@c_drosten
@berlindirekt
@shomburg
@swraktuellbw
@bild

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@no__plandemia
@saskiapopescu
@somos_ejercito
@peteralexander
@raquelblascor
@playstrumpcard
@smunichpower
@heidinbc
@nextstrain

Top Mentioned in G1:
@cdcgov
@saskiapopescu
@carlosdelrio7
@bmhcaucus
@jenkatesdc
@badfoxgraphics
@scottbix
@quakermoongirl
@robincogan
@his_infection

Top Mentioned in G2:
@no__plandemia

Top Mentioned in G3:
@billybostickson
@ianfmusgrave
@alisonblunt
@travellightp1
@nosniborleahcim
@lysandergrant
@stopbeingselfi1
@luscious_lorna
@ale_battini

Top Mentioned in G4:
@jeanrossignol
@schaechterle
@rrodriguez0750
@smackenziekerr
@itilaurent1
@gati53226100
@readatidbit
@fascientists

Top Mentioned in G5:
@smunichpower
@phockertz
@who
@zdf
@epochtimesde
@shomburg
@faznet
@tuberlin
@rki_de
@fritzkuhn1

Top Mentioned in G6:
@somos_ejercito

Top Mentioned in G7:
@peteralexander

Top Mentioned in G8:
@heidinbc
@alinouriphd
@cdcgov

Top Mentioned in G9:
@raquelblascor
@cdcgov
@drmiguelmarcos

Top Mentioned in G10:
@playstrumpcard
@realdonaldtrump

Top Tweeters
Top Tweeters in Entire Graph:
@lopezgovlaw
@joefreedomlove
@delta
@maria_andy2
@inabster
@bannerite
@serendipitysays
@sosorasora3
@yoshiki7111
@menabster

Top Tweeters in G1:
@ungubunugu1274
@pqpolitics
@wechoosewisdom
@jailingtrump
@denniscardiff
@llacigart
@jazzmanahn
@mig30m6
@celestebyrne3
@saludhealthinfo

Top Tweeters in G2:
@jappserrallo
@omentando
@lematelot49
@engineer__28
@unkb2
@marcehtam
@isa_uruguay
@jaumeferr
@tr16042615
@magdahoy65

Top Tweeters in G3:
@zeeinthemoment
@bamajeans24
@doritmi
@tarrimarkel
@_mamadeb
@beckyjohnson222
@yatesmouse1
@monstercoyliar
@haveaconcern
@frankdelia7

Top Tweeters in G4:
@yoshiki7111
@mwforhr
@roux_castle
@rfjfan
@rnomics
@ricosacto
@jpinetree
@mikroporn
@drdannielle
@heymikey80

Top Tweeters in G5:
@bild
@frisch_fish
@graydaygamer
@faznet
@zdf
@spasskultur
@moni_24680
@hellud123
@lamontc76925238
@johannes135

Top Tweeters in G6:
@crispulorb
@melicarola18
@cirmilapure
@adaimararmas
@mariane52485539
@rafaelhernan34
@rodryhj
@adi533jfb
@banmar15m
@carolinazambra9

Top Tweeters in G7:
@damonbethea1
@msmwatchdog2013
@wise_diva
@knight201701
@cathyjoegpt
@thebigship
@divaknevil
@wersula
@leftboomer
@mennekinpis

Top Tweeters in G8:
@serendipitysays
@marthalynneowe1
@morgfair
@lawgirl318
@dwntwndave
@purrmonsta
@northwind1ndn
@rccmi
@marijodeleon
@trth2pwer68

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

Top Tweeters in G10:
@joefreedomlove
@zhuxudong5
@lrihendry
@cat_00005
@trumpsupport13
@denise_yanac
@justjohnpatriot
@playstrumpcard
@nodateddi
@kathyrolandsmit


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