NCoV, Twitter, 3/25/2020 5:40:05 PM, 223688


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NCoV_2020-03-25_00-51-25.xlsx
NCoV_2020-03-25_00-51-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 25, 2020
Short Description:
NCoV via NodeXL https://bit.ly/39iCEgL
@who
@cdcgov
@ifsbh
@krutikakuppalli
@fao
@danpatrick
@gohometrump2020
@sianiagri
@foodsystems
@kprosal

Top hashtags:
#covid19
#coronavirus
#covidー19
#estevirusloparamosunidos
#hcw
#ncov
#stopbulos
#3월_24일_0시_기준
#slowthespread

Description:
Description
The graph represents a network of 6,036 Twitter users whose tweets in the requested range contained "NCoV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 March 2020 at 07:52 UTC.

The requested start date was Wednesday, 25 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 2-hour, 22-minute period from Monday, 23 March 2020 at 08:03 UTC to Tuesday, 24 March 2020 at 10:26 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 : 6036
Unique Edges : 6157
Edges With Duplicates : 744
Total Edges : 6901
Number of Edge Types : 4
MentionsInRetweet : 3810
Tweet : 1625
Replies to : 574
Mentions : 892
Self-Loops : 1625
Reciprocated Vertex Pair Ratio : 0.00590390879478827
Reciprocated Edge Ratio : 0.0117385144707549
Connected Components : 1878
Single-Vertex Connected Components : 1049
Maximum Vertices in a Connected Component : 1089
Maximum Edges in a Connected Component : 1541
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.749587
Graph Density : 0.000135640177164025
Modularity : 0.792621
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 6,036 Twitter users whose tweets in the requested range contained "NCoV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 March 2020 at 07:52 UTC.

The requested start date was Wednesday, 25 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 2-hour, 22-minute period from Monday, 23 March 2020 at 08:03 UTC to Tuesday, 24 March 2020 at 10:26 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 : 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:
[93] https://coronavirus.gov/
[52] https://www.health.gov.au/news/health-alerts/novel-coronavirus-2019-ncov-health-alert/coronavirus-covid-19-current-situation-and-case-numbers
[44] https://nextstrain.org/ncov
[35] https://www.cdc.gov/coronavirus/2019-ncov/hcp/therapeutic-options.html
[33] http://www.tokyo-eiken.go.jp/lb_virus/kensa-ncov/
[29] https://ncov.dxy.cn/ncovh5/view/en_pneumonia
[25] https://www.cdc.gov/covid19
[23] https://www.cdc.gov/coronavirus/2019-ncov/index.html
[23] http://www.whitehouse.gov/
[23] http://www.state.gov/index.htm

Top URLs in Tweet in G1:
[10] https://www.health.gov.au/news/health-alerts/novel-coronavirus-2019-ncov-health-alert/coronavirus-covid-19-current-situation-and-case-numbers
[8] https://www.cdc.gov/coronavirus/2019-ncov/index.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/hcp/therapeutic-options.html
[7] https://www.setel7osn.com/%d9%86%d8%b5%d8%a7%d8%a6%d8%ad-%d9%84%d9%84%d8%b9%d8%a7%d9%85%d8%a9-%d8%a8%d8%b4%d8%a3%d9%86-%d9%81%d9%8a%d8%b1%d9%88%d8%b3-%d9%83%d9%88%d8%b1%d9%88%d9%86%d8%a7-%d8%a7%d9%84%d9%85%d8%b3%d8%aa%d8%ac/
[5] http://minato.sip21c.org/2019-nCoV-im3r.html
[5] https://coronavirus.gov/
[4] https://www.cdc.gov/coronavirus/2019-ncov/prepare/transmission.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/prepare/managing-stress-anxiety.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/symptoms-testing/testing.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/prepare/prevention.html

Top URLs in Tweet in G2:
[4] http://www.euro.who.int/en/health-topics/health-emergencies/coronavirus-covid-19/novel-coronavirus-2019-ncov-technical-guidance/stay-physically-active-during-self-quarantine/_recache#article
[2] https://www.who.int/publications-detail/infection-prevention-and-control-during-health-care-when-novel-coronavirus-(ncov)-infection-is-suspected-20200125
[1] http://bit.ly/2OIuMhe
[1] https://twitter.com/WHO/status/1217043229427761152
[1] https://www.who.int/blueprint/priority-diseases/key-action/novel-coronavirus-landscape-ncov.pdf?ua=1
[1] https://apps.who.int/iris/bitstream/handle/10665/331215/WHO-2019-nCov-IPCPPE_use-2020.1-eng.pdf
[1] https://www.who.int/news-room/detail/30-01-2020-statement-on-the-second-meeting-of-the-international-health-regulations-(2005)-emergency-committee-regarding-the-outbreak-of-novel-coronavirus-(2019-ncov)
[1] https://twitter.com/drtedros/status/1242161904111562755
[1] https://www.dropbox.com/s/bz7de6rqpvtbtrt/WHO-nCov-IPC-HomeCare-2020.3-eng.pdf?dl=0
[1] http://bit.ly/2TARUjc

Top URLs in Tweet in G3:
[24] https://www.cdc.gov/covid19
[13] https://www.defense.gov/Explore/Spotlight/Coronavirus/
[8] https://www.cdc.gov/coronavirus/2019-ncov/prepare/prevention.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/index.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/symptoms-testing/testing.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/community/homeless-shelters/unsheltered-homelessness.html
[4] https://coronavirus.gov/
[3] https://www.cdc.gov/coronavirus/2019-ncov/prepare/managing-stress-anxiety.html
[3] https://www.coronavirus.gov/
[3] https://cdc.gov/covid19

Top URLs in Tweet in G4:
[1] https://www.sandiegocounty.gov/content/sdc/hhsa/programs/phs/community_epidemiology/dc/2019-nCoV/status.html
[1] http://www.bajacalifornia.gob.mx/coronavirus?id=2

Top URLs in Tweet in G5:
[11] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov-China/ciudadania.htm

Top URLs in Tweet in G6:
[30] https://nextstrain.org/ncov
[3] https://nextstrain.org/ncov?c=recency&f_country=Australia&p=grid
[3] https://nextstrain.org/ncov?f_country=Malaysia&p=full
[2] https://nextstrain.org/narratives/ncov/sit-rep/2020-03-20
[2] https://nextstrain.org/ncov?c=recency&f_division=Washington&p=full
[2] https://nextstrain.org/ncov?c=country
[1] https://nextstrain.org/ncov?f_submitting_lab=GIGA%20Medical%20Genomics
[1] https://nextstrain.org/narratives/ncov/sit-rep/pt/2020-03-20
[1] https://nextstrain.org/narratives/ncov/sit-rep/el/2020-03-20
[1] https://nextstrain.org/narratives/ncov/sit-rep/fa/2020-03-20

Top URLs in Tweet in G7:
[15] http://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/
[8] http://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/stop-covid19-cat/
[7] http://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/campanya-jo-actuo/donacions/
[6] http://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/guia-actuacio-serveis-salut-mental-addiccions-emergencia-covid19.pdf
[3] http://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/acces-centres-sanitaris.pdf
[3] http://canalsalut.gencat.cat/web/.content/_A-Z/C/coronavirus-2019-ncov/material-divulgatiu/animals-companyia.pdf
[3] http://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/material-divulgatiu/
[3] http://canalsalut.gencat.cat/coronavirus
[2] https://hospital.vallhebron.com/ca/malalties/coronavirus-sars-cov-2
[2] http://canalsalut.gencat.cat/ca/salut-a-z/c/coronavirus-2019-ncov/campanya-jo-actuo/formulari

Top URLs in Tweet in G8:
[19] http://ncov.mohw.go.kr/tcmBoardView.do?contSeq=353703
[1] https://bit.ly/3bj8xHp

Top Domains
Top Domains in Tweet in Entire Graph:
[358] cdc.gov
[134] twitter.com
[99] coronavirus.gov
[82] gob.es
[81] gencat.cat
[80] nextstrain.org
[68] gov.au
[65] who.int
[49] go.kr
[45] philstar.com

Top Domains in Tweet in G1:
[75] twitter.com
[66] cdc.gov
[18] gov.au
[11] who.int
[9] linkedin.com
[9] gob.es
[7] openwho.org
[7] setel7osn.com
[6] lci.fr
[6] nytimes.com

Top Domains in Tweet in G2:
[14] who.int
[3] bit.ly
[3] twitter.com
[1] dropbox.com
[1] indiatvnews.com
[1] indianexpress.com
[1] openwho.org

Top Domains in Tweet in G3:
[104] cdc.gov
[14] defense.gov
[7] coronavirus.gov
[6] bit.ly
[4] twitter.com
[2] usa.gov
[2] who.int
[2] europa.eu
[1] mn.us
[1] kstp.com

Top Domains in Tweet in G4:
[1] sandiegocounty.gov
[1] gob.mx

Top Domains in Tweet in G5:
[11] gob.es

Top Domains in Tweet in G6:
[48] nextstrain.org
[1] gob.es
[1] twitter.com

Top Domains in Tweet in G7:
[53] gencat.cat
[4] bit.ly
[2] vallhebron.com
[1] gob.es
[1] twitter.com

Top Domains in Tweet in G8:
[19] go.kr
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[803] covid19
[289] coronavirus
[103] covidー19
[98] estevirusloparamosunidos
[98] hcw
[91] ncov
[90] stopbulos
[74] 3월_24일_0시_기준
[72] slowthespread
[69] washyourhands



Top Hashtags in Tweet in G1:
[37] covid19
[34] coronavirus
[16] ncov
[10] covid_19
[7] corona
[6] covidー19
[6] covid
[6] 新型肺炎影響
[6] 百度
[6] 新型冠状病毒

Top Hashtags in Tweet in G2:
[194] covid19
[96] hcw
[8] coronavirus
[4] 2019ncov
[3] knowthefacts
[3] coronovirus
[3] selfisolation
[2] wuhan
[2] china
[2] 2019nc0v

Top Hashtags in Tweet in G3:
[152] covid19
[8] coronavirus
[7] covidー19
[5] covid
[4] usarmy
[2] stayathome
[2] cdc
[2] preparenotpanic
[2] hiv
[2] homeless

Top Hashtags in Tweet in G5:
[92] estevirusloparamosunidos
[88] stopbulos
[78] covid19
[26] covid_19
[14] covid
[5] coronavirus
[1] coronavirusesp

Top Hashtags in Tweet in G6:
[25] covid19
[18] sarscov2
[11] opendata
[3] coronavid19
[2] کووید۱۹
[2] سارس‌کو۲
[2] covidー19
[1] hcov19
[1] coronavirus
[1] covid_19

Top Hashtags in Tweet in G7:
[75] coronavirus
[13] canalsalut
[10] covid19
[9] joactuo
[6] quedatacasa
[3] emquedoacasa
[3] salutmental
[3] salut
[3] laldea
[2] joemquedoacasa

Top Hashtags in Tweet in G8:
[74] 3월_24일_0시_기준
[1] 힘내라_대구경북
[1] 힘내라_대한민국

Top Words
Top Words in Tweet in Entire Graph:
[2035] Words in Sentiment List#1: Positive
[1806] Words in Sentiment List#2: Negative
[35] Words in Sentiment List#3: Angry/Violent
[100137] Non-categorized Words
[103979] Total Words
[2097] ncov
[817] human
[803] #covid19
[692] sa
[560] coronavirus

Top Words in Tweet in G1:
[908] ncov
[397] sa
[240] ng
[217] ko
[148] ang
[131] 2019
[113] ako
[97] 19
[92] lang
[91] yung

Top Words in Tweet in G2:
[786] human
[489] transmission
[401] authorities
[396] evidence
[395] chinese
[394] preliminary
[394] clear
[393] found
[392] investigations
[392] conducted

Top Words in Tweet in G3:
[262] cdcgov
[152] #covid19
[103] coronavirus
[68] social
[66] distancing
[59] others
[57] 20
[55] spread
[53] yourself
[52] updated

Top Words in Tweet in G4:
[220] california
[219] número
[219] casos
[219] confirmados
[219] coronavirus
[219] 23
[219] marzo
[219] san
[219] diego
[219] 230

Top Words in Tweet in G5:
[177] guardiacivil
[105] fuentes
[105] oficiales
[105] salud
[103] objetivos
[103] medidas
[103] adoptadas
[103] gobierno
[103] contra
[103] proteger

Top Words in Tweet in G6:
[82] nextstrain
[41] thanks
[40] gisaid
[31] genomes
[30] we've
[29] firefoxx66
[27] using
[26] sequences
[26] و
[25] #covid19

Top Words in Tweet in G7:
[104] salutcat
[75] #coronavirus
[70] informació
[63] sars
[63] cov
[41] altres
[41] llengües
[39] amazic
[39] armeni
[39] akan

Top Words in Tweet in G8:
[148] 발생
[93] 코로나바이러스감염증
[93] 19
[74] #3월_24일_0시_기준
[74] 국내
[74] 현황입니다
[74] 하루빨리
[74] 코로나19
[74] 이겨내고
[74] 일상으로

Top Words in Tweet in G9:
[75] tangina
[75] ncov
[75] alis
[75] pls
[74] hoyluwi

Top Words in Tweet in G10:
[71] ncov
[67] negative
[67] ako
[67] sa
[67] positive
[67] nlov
[67] sa'yo
[67] yieeee
[66] moodflix
[2] ket

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[401] human,human
[400] chinese,authorities
[400] clear,evidence
[398] conducted,chinese
[398] found,clear
[397] preliminary,investigations
[397] investigations,conducted
[397] authorities,found
[397] human,transmission
[396] evidence,human

Top Word Pairs in Tweet in G1:
[117] sa,ncov
[112] 2019,ncov
[83] ng,ncov
[71] covid,19
[34] dahil,sa
[25] coronavirus,2019
[23] ang,ncov
[22] tong,ncov
[21] sa,bahay
[21] ncov,19

Top Word Pairs in Tweet in G2:
[394] chinese,authorities
[394] clear,evidence
[393] evidence,human
[393] human,human
[393] human,transmission
[392] preliminary,investigations
[392] investigations,conducted
[392] conducted,chinese
[392] authorities,found
[392] found,clear

Top Word Pairs in Tweet in G3:
[66] social,distancing
[51] yourself,others
[48] cdcgov,coronavirus
[48] coronavirus,updated
[48] updated,friday
[48] friday,march
[48] march,20
[48] 20,currently
[48] currently,death
[48] death,count

Top Word Pairs in Tweet in G4:
[219] número,casos
[219] casos,confirmados
[219] confirmados,coronavirus
[219] coronavirus,23
[219] 23,marzo
[219] marzo,san
[219] san,diego
[219] diego,california
[219] california,230
[219] 230,tijuana

Top Word Pairs in Tweet in G5:
[105] fuentes,oficiales
[103] objetivos,medidas
[103] medidas,adoptadas
[103] adoptadas,gobierno
[103] gobierno,contra
[103] proteger,salud
[103] salud,seguridad
[92] consulta,fuentes
[90] #estevirusloparamosunidos,paramos
[89] guardiacivil,#estevirusloparamosunidos

Top Word Pairs in Tweet in G6:
[24] privilege,illustration
[24] illustration,firefoxx66
[24] firefoxx66,researcher
[24] researcher,developer
[24] developer,nextstrain
[24] nextstrain,using
[24] using,phylogenetics
[23] atjcagan,privilege
[21] nextstrain,thanks
[19] we've,added

Top Word Pairs in Tweet in G7:
[63] sars,cov
[49] #coronavirus,sars
[42] informació,#coronavirus
[39] cov,altres
[39] altres,llengües
[39] llengües,amazic
[39] amazic,armeni
[39] armeni,akan
[39] akan,àrab
[39] àrab,bambara

Top Word Pairs in Tweet in G8:
[93] 코로나바이러스감염증,19
[74] #3월_24일_0시_기준,코로나바이러스감염증
[74] 19,국내
[74] 국내,발생
[74] 발생,현황입니다
[74] 현황입니다,하루빨리
[74] 하루빨리,코로나19
[74] 코로나19,이겨내고
[74] 이겨내고,일상으로
[74] 일상으로,돌아갈

Top Word Pairs in Tweet in G9:
[75] tangina,ncov
[75] ncov,alis
[75] alis,pls
[74] hoyluwi,tangina

Top Word Pairs in Tweet in G10:
[67] negative,ako
[67] ako,sa
[67] sa,ncov
[67] ncov,positive
[67] positive,nlov
[67] nlov,sa'yo
[67] sa'yo,yieeee
[66] moodflix,negative
[2] ket,ncov
[2] ncov,masaya

Top Replied-To
Top Replied-To in Entire Graph:
@ncov_fighter
@claytravis
@whowpro
@davarnoruzi
@cdc
@faisalislam
@matthewbennett
@cdcgov
@docpepperfr
@angelo8601

Top Replied-To in G2:
@whowpro
@who
@drtedros
@nst_online
@gappistanradio
@danielhepper
@matthaig1

Top Replied-To in G3:
@cdc
@cdcgov
@cnnbrk
@puntern123
@ddiamond
@senator_patrick

Top Replied-To in G6:
@nursemaria66
@gardeninglisa
@vingronlab

Top Replied-To in G7:
@jordi_canyas
@salutcat
@baluard
@martaserres
@ichus82
@teachwithq

Top Mentioned
Top Mentioned in Entire Graph:
@who
@cdcgov
@ahope71
@guardiacivil
@salutcat
@mvankerkhove
@nextstrain
@hoyluwi
@hellopolicy
@danscavino

Top Mentioned in G1:
@coronavirush24

Top Mentioned in G2:
@who
@mvankerkhove
@whosearo
@who_europe
@pahowho
@whoemro
@whoafro
@whowpro
@pooja_chaudhuri
@almostjingo

Top Mentioned in G3:
@cdcgov
@frankluntz
@esperdod
@drdenagrayson
@healthyfla
@ecdc_eu
@usarmy
@potus
@usaporusski
@drbenirusani

Top Mentioned in G4:
@ahope71

Top Mentioned in G5:
@guardiacivil
@dgobiernocv
@saludpublicaes
@gr_policialocal
@merchedemelilla
@guardiacivil_ab

Top Mentioned in G6:
@nextstrain
@gisaid
@firefoxx66
@atjcagan
@uwvirology
@hamadyaseen
@uw
@dasmaninstitute
@fahdalmulla
@giga_uliege

Top Mentioned in G7:
@salutcat
@aferssocialscat
@icscat
@icsmaresme
@mossos
@govern
@salutmentalcat
@dixitcat
@juansrod1
@martaserres

Top Mentioned in G8:
@hellopolicy
@sewoosil

Top Mentioned in G9:
@hoyluwi

Top Mentioned in G10:
@moodflix
@lncclv
@lorainejaneee_

Top Tweeters
Top Tweeters in Entire Graph:
@hjlv2378
@algonfdez
@pawooly
@inquirerdotnet
@covanekosuki
@man0403
@germnhernndez16
@fruits_of_lotus
@yarosisnancy
@miltonespinozaf

Top Tweeters in G1:
@algonfdez
@stiripesurse_ro
@netguide
@jonginsideme
@gohsuket
@tsaka1
@karadagmetin2
@mariuskarma
@daisuke0923pax
@franceinfoplus

Top Tweeters in G2:
@erhiskobi
@dr_ram_official
@deepika_9595
@nayayoungindia
@madhureshsethi
@gezgintrk
@kimrenior
@darkom56
@n_mindd
@knowledgispowa

Top Tweeters in G3:
@franceafrik
@llama_strudel
@wadakashiho
@mile_by_mile
@juliesbooks
@covid19testsnow
@frankie1654
@nuria2407
@snapandbud
@nuigreentea

Top Tweeters in G4:
@germnhernndez16
@marconavarrolor
@sirena_rock
@_antonioleyva
@gerryboy10
@gjsuap
@elfenixdelmarro
@coronaoso
@leoncruzes
@juanelolocal

Top Tweeters in G5:
@bazinga_kal
@escafint
@antoniobb1953
@marisaparrilla
@harrow_h
@talantepositivo
@antgalan
@merchedemelilla
@celesgalan64
@borjacap

Top Tweeters in G6:
@markplackett1
@salahalkhamees
@donaldverger
@mousawi4q8
@hanaaalkhaled
@juangrvas
@rschu
@cascadia
@wilow26
@nacrespirale

Top Tweeters in G7:
@monterhusmore
@anna_sanllehy
@mobilitzada
@araramendia
@manelrainers
@vickycb65
@jjbraso
@ricardsanchez66
@miquimel
@dmocraciainsitu

Top Tweeters in G8:
@hjlv2378
@pawooly
@man0403
@hbr1144
@junani74
@kt7794
@missbanya
@alreadypsycho
@shanghai64
@yhy1101

Top Tweeters in G9:
@jopiiie_
@karenjanestyles
@nikhoexx
@chelvysajirane9
@joyycceeeeee
@xyzagwyneth_
@batalonrrrrr
@angeltejadalgsp
@_jemdg
@joyjoymartin03

Top Tweeters in G10:
@ejmdzn
@itsandengg_
@heyitsrobertoc
@jyvgrcmrn
@ipobtinalla
@gandangvien
@tsarmmmmm
@lorainejaneee_
@_ginoongraiver
@jamesribanoos27