Corona, Twitter, 3/9/2020 1:10:38 AM, 222624


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Corona_2020-03-08_09-08-28.xlsx
Corona_2020-03-08_09-08-28.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 09, 2020
Short Description:
Corona via NodeXL http://bit.ly/2PUD6ec
@krisssnicolee
@oscar_luna___
@bacon_flaps
@cyrusmmcqueen
@kansashousewife
@realdonaldtrump
@munyelele
@sander1957
@cnnindonesia
@ferarribieber

Top hashtags:
#corona
#coronavirus
#covid19
#bbb20
#picpaynobbb
#walangpasok

Description:
Description
The graph represents a network of 22,038 Twitter users whose recent tweets contained "Corona", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 08 March 2020 at 19:04 UTC.

The tweets in the network were tweeted over the 30-minute period from Sunday, 08 March 2020 at 15:42 UTC to Sunday, 08 March 2020 at 16:13 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 : 22038
Unique Edges : 21978
Edges With Duplicates : 1420
Total Edges : 23398
Number of Edge Types : 5
Retweet : 12997
Tweet : 4221
Replies to : 2349
Mentions : 2410
MentionsInRetweet : 1421
Self-Loops : 4279
Reciprocated Vertex Pair Ratio : 0.00344271113501883
Reciprocated Edge Ratio : 0.00686179907794575
Connected Components : 4987
Single-Vertex Connected Components : 2017
Maximum Vertices in a Connected Component : 8294
Maximum Edges in a Connected Component : 9429
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 7.289507
Graph Density : 3.84102666429838E-05
Modularity : 0.854319
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 22,038 Twitter users whose recent tweets contained "Corona", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 08 March 2020 at 19:04 UTC.

The tweets in the network were tweeted over the 30-minute period from Sunday, 08 March 2020 at 15:42 UTC to Sunday, 08 March 2020 at 16:13 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 : TwitterSearch
Graph Term : Corona
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:
[200] https://www.cnnindonesia.com/nasional/20200308162030-20-481536/pasien-positif-virus-corona-bertambah-jadi-6-orang?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[45] https://hindi.news18.com/news/world/person-who-joined-hands-with-donald-trump-was-infected-with-corona-virus-2922742.html
[39] https://twitter.com/bigthink/status/1235587280204595208
[14] https://thedcpatriot.com/morons-38-of-americans-refuse-to-drink-corona-beer-due-to-coronavirus/
[9] https://www.beritamoneter.com/muannas-alaidid-laporan-hoax-virus-corona-fahira-idris-tidak-akan-dicabut/
[9] https://www.noudiari.es/2020/03/feminismo-para-uso-diario-por-oti-corona/
[8] https://www.saudi24.news/2020/03/egypt-traffic-crowds-in-front-of-ministry-of-health-laboratories-to-conduct-corona-analysis.html
[7] https://www.dailywire.com/news/as-his-sanctuary-city-policy-goes-into-effect-trump-issues-warning?utm_source=facebook&utm_medium=social&utm_campaign=pastorholmes&fbclid=IwAR0HB505oGLEKiKoh1-pUIKJgYOKigGLAls6s5Py0cZHpR7p2cKMQ5aCcVs
[7] https://twitter.com/jamesmelville/status/1236422111880675328
[7] https://www.portal-islam.id/2020/03/hotel-tempat-karantina-pasien-corona.html

Top URLs in Tweet in G1:
[1] https://twitter.com/Fizward/status/1236290450404839424
[1] https://twitter.com/justcourtnei/status/1236348410115940352
[1] https://twitter.com/bigthink/status/1235587280204595208
[1] https://twitter.com/icehunniee/status/1236074129113169921
[1] https://twitter.com/jordann773/status/1236064273186672640
[1] https://twitter.com/smoothG_/status/1236157660598239232

Top URLs in Tweet in G2:
[16] https://twitter.com/bigthink/status/1235587280204595208
[5] https://twitter.com/bdgfess/status/1236637858133233666
[5] https://www.youtube.com/watch?v=Q7y4ZrcGx08&feature=youtu.be

[3] https://twitter.com/MrInappr0pri8/status/1235992948531056640
[3] https://www.freiburg-nachrichten.de/2020/03/08/jens-spahn-empfiehlt-wegen-corona-absage-aller-veranstaltungen-mit-mehr-als-1000-teilnehmern/
[3] https://depokrayanews.com/seorang-wni-di-singapura-positif-terinfeksi-virus-corona/
[3] https://twitter.com/_slickjackson/status/1236369065834397696
[2] https://hindi.news18.com/news/world/person-who-joined-hands-with-donald-trump-was-infected-with-corona-virus-2922742.html
[2] https://www.dw.com/p/3Z2RU?maca=de-Twitter-sharing
[2] https://twitter.com/justcourtnei/status/1236348410115940352

Top URLs in Tweet in G3:
[1] https://twitter.com/okjvaisbien/status/1204876872871493636
[1] https://twitter.com/corona/status/332105177307947008

Top URLs in Tweet in G5:
[198] https://www.cnnindonesia.com/nasional/20200308162030-20-481536/pasien-positif-virus-corona-bertambah-jadi-6-orang?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[7] https://www.portal-islam.id/2020/03/hotel-tempat-karantina-pasien-corona.html
[6] https://www.cnnindonesia.com/nasional/20200308155149-20-481538/pemerintah-sebut-pasien-sembuh-dari-corona-bisa-tertular-lagi?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[5] https://majalah.tempo.co/read/opini/159883/editorial-salah-strategi-menteri-kesehatan-terawan-soal-corona?utm_source=Digital%20Marketing&utm_medium=Facebook&utm_campaign=MajalahTempo_O
[5] https://politik.rmol.id/read/2020/03/08/424463/dulu-sibuk-bantah-begitu-imf-buka-pinjaman-langsung-ngaku-ada-corona?utm_source=dlvr.it&utm_medium=twitter
[4] https://finance.detik.com/berita-ekonomi-bisnis/d-4930048/giliran-karyawan-aice-kena-badai-phk?utm_term=echoboxauto&utm_campaign=detikcomsocmed&utm_medium=oa&utm_content=detikcom&utm_source=Twitter
[4] https://regional.kompas.com/read/2020/03/08/08524591/demam-berdarah-di-ntt-sebabkan-32-orang-tewas-dan-ribuan-dirawat
[4] https://www.viva.co.id/berita/dunia/1203909-gedung-hotel-tempat-isolasi-pasien-corona-di-china-mendadak-roboh?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.cnnindonesia.com/internasional/20200308104040-115-481461/foto-hotel-lokasi-karantina-corona-di-china-ambruk?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[3] https://www.cnnindonesia.com/nasional/20200308143805-20-481494/suspect-virus-corona-di-indonesia-bertambah-jadi-23-orang?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed

Top URLs in Tweet in G7:
[3] https://www.youtube.com/watch?v=FakAaTO1f44&feature=youtu.be

[2] https://www.activistpost.com/tag/coronavirus
[1] https://twitter.com/i/web/status/1236682276194435073
[1] https://dailycaller.com/2020/03/05/matt-gaetz-suggests-that-drinking-a-bunch-of-alcohol-can-kill-the-coronavirus/
[1] https://www.foxnews.com/us/coronavirus-new-york-update-cuomo-state-emergency
[1] https://twitter.com/anneke9/status/1236541777567313920
[1] https://twitter.com/tedlieu/status/1236651767967838210
[1] https://www.fayobserver.com/news/20200204/surgeon-general-speaking-on-fort-bragg-says-flu-is-bigger-risk-than-coronavirus
[1] https://www.youtube.com/watch?v=AaP-PP8-KGk&feature=youtu.be

[1] https://twitter.com/VapinGreek/status/1234517053106720770

Top URLs in Tweet in G9:
[8] https://twitter.com/bigthink/status/1235587280204595208
[1] https://twitter.com/ABC30/status/1235407276007141376

Top Domains
Top Domains in Tweet in Entire Graph:
[631] twitter.com
[241] cnnindonesia.com
[87] youtube.com
[48] news18.com
[36] detik.com
[28] instagram.com
[21] com.tr
[18] co.id
[18] tempo.co
[17] kompas.com

Top Domains in Tweet in G1:
[6] twitter.com

Top Domains in Tweet in G2:
[297] twitter.com
[26] youtube.com
[18] instagram.com
[6] com.tr
[5] freiburg-nachrichten.de
[5] co.id
[5] wordpress.com
[4] news18.com
[4] detik.com
[4] depokrayanews.com

Top Domains in Tweet in G3:
[2] twitter.com

Top Domains in Tweet in G5:
[230] cnnindonesia.com
[15] detik.com
[14] tempo.co
[10] gelora.co
[9] co.id
[8] katatoday.com
[7] twitter.com
[7] portal-islam.id
[6] rmol.id
[5] kompas.com

Top Domains in Tweet in G7:
[4] twitter.com
[4] youtube.com
[2] activistpost.com
[1] dailycaller.com
[1] foxnews.com
[1] fayobserver.com
[1] substack.com
[1] newsmax.com
[1] cnn.com

Top Domains in Tweet in G9:
[9] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[720] corona
[390] coronavirus
[208] covid19
[175] bbb20
[175] picpaynobbb
[141] walangpasok
[75] covid2019
[68] cornoravirus
[61] covidー19
[50] coronavid19



Top Hashtags in Tweet in G2:
[127] corona
[61] coronavirus
[56] covid19
[28] cornoravirus
[27] covid2019
[16] coronavid19
[15] covid_19
[13] covidー19
[12] covid
[11] كورونا

Top Hashtags in Tweet in G5:
[9] gejayanmemanggil
[4] viruscorona
[4] jkwtumbangrakyatsenang
[3] coronavirusindonesia
[3] namaku_anisa
[1] cnnindonesia
[1] fokus
[1] viruscoronaindonesia
[1] covid19
[1] suspectcorona

Top Hashtags in Tweet in G7:
[7] covid19
[4] corona
[4] coronavirus
[3] qanon
[3] cornoravirus
[3] ebola
[2] american
[2] sars
[2] avian
[2] swine

Top Hashtags in Tweet in G8:
[2] corona

Top Words
Top Words in Tweet in Entire Graph:
[4207] Words in Sentiment List#1: Positive
[22686] Words in Sentiment List#2: Negative
[168] Words in Sentiment List#3: Angry/Violent
[421939] Non-categorized Words
[448836] Total Words
[19611] corona
[9935] virus
[2554] 2020
[2537] years
[2529] ebola

Top Words in Tweet in G1:
[2390] corona
[2371] sars
[2370] 2020
[2369] 2004
[2369] 2008
[2369] avian
[2369] 2010
[2369] swine
[2369] 2014
[2369] ebola

Top Words in Tweet in G2:
[2011] corona
[941] virus
[136] people
[128] #corona
[64] vírus
[62] क
[61] #coronavirus
[60] die
[57] shit
[56] go

Top Words in Tweet in G3:
[1101] corona
[1085] virus
[1084] fuck
[1084] homies
[1083] bieber
[1083] fever
[7] 2004
[7] sars
[7] 2008
[7] avian

Top Words in Tweet in G4:
[650] corona
[630] tfw
[630] people
[630] tellin
[630] panic
[630] mindset
[630] literally
[630] food
[630] service
[630] gm

Top Words in Tweet in G5:
[853] corona
[553] virus
[269] orang
[251] pasien
[250] jadi
[239] positif
[236] bertambah
[218] yang
[152] tidak
[148] dan

Top Words in Tweet in G6:
[432] corona
[415] virus
[413] portugal
[404] casos
[404] em
[404] escolas
[402] 25
[402] fechem
[402] urgentemente
[18] vírus

Top Words in Tweet in G7:
[289] corona
[223] virus
[147] realdonaldtrump
[75] people
[56] cut
[34] cnn
[34] over
[34] more
[32] thing
[31] trump

Top Words in Tweet in G8:
[305] virus
[303] pau
[303] cu
[303] corona
[6] álcool
[4] passa
[4] fogo
[4] braço
[4] em
[4] vc

Top Words in Tweet in G9:
[313] corona
[307] virus
[292] fellas
[6] 2004
[6] sars
[6] 2008
[6] avian
[6] 2010
[6] swine
[6] 2014

Top Words in Tweet in G10:
[546] corona
[539] virus
[236] fact
[236] one
[236] way
[236] tickets
[236] italy
[236] 600
[236] rn
[236] packing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8244] corona,virus
[2434] election,years
[2419] 2020,corona
[2413] 2016,zika
[2412] 2008,avian
[2412] 2010,swine
[2412] 2014,ebola
[2411] ebola,2016
[2411] zika,2020
[2411] corona,election

Top Word Pairs in Tweet in G1:
[2369] 2004,sars
[2369] sars,2008
[2369] 2008,avian
[2369] avian,2010
[2369] 2010,swine
[2369] swine,2014
[2369] 2014,ebola
[2369] ebola,2016
[2369] 2016,zika
[2369] zika,2020

Top Word Pairs in Tweet in G2:
[827] corona,virus
[62] corona,vírus
[58] virus,corona
[21] hand,sanitizer
[20] corona,virüsü
[18] kpop,gc
[18] gc,promo
[17] corona,virüs
[17] corona,shit
[16] covid,19

Top Word Pairs in Tweet in G3:
[1085] corona,virus
[1084] fuck,corona
[1084] virus,homies
[1083] homies,bieber
[1083] bieber,fever
[7] 2004,sars
[7] sars,2008
[7] 2008,avian
[7] avian,2010
[7] 2010,swine

Top Word Pairs in Tweet in G4:
[630] tfw,people
[630] people,tellin
[630] tellin,panic
[630] panic,corona
[630] corona,mindset
[630] mindset,literally
[630] literally,food
[630] food,service
[630] service,gm
[630] gm,america

Top Word Pairs in Tweet in G5:
[437] virus,corona
[224] bertambah,jadi
[215] positif,virus
[208] pasien,positif
[203] corona,bertambah
[203] jadi,orang
[80] bad,corona
[78] rumah,sakit
[69] menteri,terawan
[69] kompeten,lembaga

Top Word Pairs in Tweet in G6:
[415] corona,virus
[402] 25,casos
[402] casos,corona
[402] virus,em
[402] em,portugal
[402] portugal,fechem
[402] fechem,escolas
[402] escolas,urgentemente
[11] agora,corona
[11] chegou,portugal

Top Word Pairs in Tweet in G7:
[174] corona,virus
[21] test,kits
[21] cnn,nbc
[21] nbc,msnbc
[21] msnbc,abc
[21] abc,cbs
[21] cbs,washingtonpost
[21] washingtonpost,corona
[21] virus,worst
[21] worst,thing

Top Word Pairs in Tweet in G8:
[303] pau,cu
[303] cu,corona
[303] corona,virus
[4] passa,álcool
[4] em,vc
[2] gente,vou
[2] vou,dar
[2] dar,umas
[2] umas,dica
[2] dica,proceder

Top Word Pairs in Tweet in G9:
[307] corona,virus
[292] fellas,corona
[6] 2004,sars
[6] sars,2008
[6] 2008,avian
[6] avian,2010
[6] 2010,swine
[6] swine,2014
[6] 2014,ebola
[6] ebola,2016

Top Word Pairs in Tweet in G10:
[539] corona,virus
[236] fact,one
[236] one,way
[236] way,tickets
[236] tickets,italy
[236] italy,600
[236] 600,rn
[236] rn,packing
[236] packing,bags
[236] bags,starting

Top Replied-To
Top Replied-To in Entire Graph:
@maxaub1
@realdonaldtrump
@deanobeidallah
@bdgfess
@fmeeus1
@jensspahn
@jordann773
@josungkim
@josecastelobra2
@tedlieu

Top Replied-To in G1:
@krisssnicolee

Top Replied-To in G2:

Top Replied-To in G5:
@cnnindonesia
@geloraco
@tempodotco
@hellonisa_
@do_ra_dong
@eminecaria123
@zaeffendy
@alexander_murfi
@rmolnetwork
@hermana_t

Top Replied-To in G6:
@josecastelobra2

Top Replied-To in G7:
@realdonaldtrump
@deanobeidallah
@tedlieu
@ranaayyub
@cnn
@seanhannity
@deanomight1
@facethenation
@waltshaub
@realgspatton007

Top Replied-To in G9:
@lameaschris

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@minpres
@bruno_bruins
@cnn
@youtube
@washingtonpost
@msnbc
@potus
@wtp__2020
@nbc

Top Mentioned in G1:
@rollingloud
@yurgurlvbabee

Top Mentioned in G2:
@sppurk

Top Mentioned in G5:
@sorotnews
@cnnindonesia
@anindyabakrie
@vivacoid
@aryprasetyo85
@nirmalafirdaus_
@akumaia30
@kemenkesri
@aniesbaswedan
@viskaya

Top Mentioned in G6:
@josecastelobra2

Top Mentioned in G7:
@realdonaldtrump
@cnn
@washingtonpost
@msnbc
@potus
@nbc
@abc
@cbs
@speakerpelosi
@tedlieu

Top Tweeters
Top Tweeters in Entire Graph:
@airtel_presence
@thebookofginko
@tomthunkitsmind
@tesco
@antar_kabar
@alllibertynews
@_wistu
@detikcom
@kompascom
@jstlangevin

Top Tweeters in G1:
@darthvenn
@thebrookeash
@mumat__
@egho231
@_jaylaaa
@foxalotwill
@kauch_master
@mrwinnerr
@chief_rokka
@1alyak

Top Tweeters in G2:
@tomthunkitsmind
@antar_kabar
@_wistu
@ardannews
@sportsroadhouse
@beritasatu
@ahmetisitez
@zephel01
@watskeburtinmi1
@dreamersradioid

Top Tweeters in G3:
@lulu_graezinski
@kitumbz
@niiyouth
@mwricrf
@_misskellybiebs
@ultkingsoo
@itsgiannarose
@lilvanocas
@drewfamosinho
@saintrusts

Top Tweeters in G4:
@saintwalker98
@ksantooos
@anickel4thought
@ingdamnit
@fuzzywuzzyto
@tan_meleon
@ht4ecosocialism
@arachnochist
@slab1_
@lethalsaint_

Top Tweeters in G5:
@detikcom
@vivacoid
@tempodotco
@didienazhar
@kilo6ram
@1menujudamai
@cnnindonesia
@sukatanyaj
@blackpink828
@leaderparksj

Top Tweeters in G6:
@loira_011
@nooboodyys
@babyyluu
@vtfmeuuu
@laursequeir1
@cassandraateles
@mariateixeira63
@anapatr06
@danielf_e_p
@ds23tech

Top Tweeters in G7:
@dcexaminer
@izzysroses
@foxnews
@nytimes
@bppope
@washingtonpost
@maralynburstein
@bbl58
@wsj
@tiredofbs13

Top Tweeters in G8:
@thiagofc1982
@ziamvlew
@darkeyness
@talknialler
@rubiahtrevisol
@souzamaadu
@biofa
@callmemarti
@mascarennhas_
@lapapaespop

Top Tweeters in G9:
@mmpepe_
@dja_2113
@asil4real
@oladimdim
@itsiqmal
@fathirahyusrina
@rashthedoctor
@mtnes8
@kobebryant_jr
@___lee2x

Top Tweeters in G10:
@briasoboojie
@mayadenisemu
@bils_burrito
@morgz_taylor
@hyssterica
@_lovelymontana
@malpicante
@recklesseric97
@idkashhh_
@juicyjaycant11


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