COVID-19, Twitter, 3/17/2020 7:58:42 PM, 223117


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COVID-19_2020-03-17_00-00-01.xlsx
COVID-19_2020-03-17_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 17, 2020
Short Description:
COVID-19 via NodeXL http://bit.ly/2WxlU2L
@pailewws
@cumkom
@drzul_albakri
@gigie_aiyarin
@amirudinshari
@hsceriaa_
@imyounumber1fan
@pomkonngao
@nicolasmaduro
@narendramodi

Top hashtags:
#covid_19
#coronavirus
#covid19
#covid
#covidー19
#ohmbirthdayfanmeeting

Description:
Description
The graph represents a network of 4,402 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 17 March 2020 at 07:01 UTC.

The requested start date was Tuesday, 17 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-minute period from Monday, 16 March 2020 at 10:18 UTC to Monday, 16 March 2020 at 10:20 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 : 4402
Unique Edges : 4367
Edges With Duplicates : 385
Total Edges : 4752
Number of Edge Types : 4
Tweet : 1283
MentionsInRetweet : 2798
Mentions : 562
Replies to : 109
Self-Loops : 1283
Reciprocated Vertex Pair Ratio : 0.0026994601079784
Reciprocated Edge Ratio : 0.00538438528268023
Connected Components : 1347
Single-Vertex Connected Components : 294
Maximum Vertices in a Connected Component : 119
Maximum Edges in a Connected Component : 151
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.921373
Graph Density : 0.000172557948861525
Modularity : 0.819289
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 4,402 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 17 March 2020 at 07:01 UTC.

The requested start date was Tuesday, 17 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-minute period from Monday, 16 March 2020 at 10:18 UTC to Monday, 16 March 2020 at 10:20 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 : COVID-19
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:
[33] https://www.bfmtv.com/sante/direct-coronavirus-covid-19-france-symptome-cas-mort-confinement-quarantaine-ecole-fermee-report-municipales-second-tour-italie-espagne/#content/contribution/edit
[10] https://www.lefigaro.fr/sciences/2020/03/16/01008-20200316LIVWWW00001-en-direct-coronavirus-covid-19-elections-municipales-premier-tour-second-tour-confinement-urgences-epidemie-consignes-lieux-public-ecoles.php
[7] https://www.bloomberg.com/tosv2.html?vid=&uuid=c0bc5420-676f-11ea-8ddc-cbb57b11d42e&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMy0xNi91bml2ZXJzYWwtbXVzaWMtY2VvLWx1Y2lhbi1ncmFpbmdlLWhvc3BpdGFsaXplZC1mb3ItY29yb25hdmlydXM/c3JuZD1wcmVtaXVt
[6] https://www.theguardian.com/commentisfree/2020/mar/15/epidemiologist-britain-herd-immunity-coronavirus-covid-19
[6] http://www.tempo.co/
[5] https://www.theguardian.com/commentisfree/2020/mar/15/epidemiologist-britain-herd-immunity-coronavirus-covid-19?CMP=share_btn_tw
[5] https://www.info-coronavirus.be/nl/2020/03/16/172-nieuwe-besmettingen-met-coronavirus-covid-19/
[5] https://news.abs-cbn.com/news/03/16/20/duterte-places-luzon-under-enhanced-community-quarantine-to-fight-covid-19
[5] https://www.3dprintingmedia.network/covid-19-3d-printed-valve-for-reanimation-device/
[5] http://www.nhs.uk/coronavirus

Top URLs in Tweet in G1:
[3] https://tigulliomagazine.wordpress.com/2020/03/16/covid-19-ancora-due-decessi-al-san-martino-3/
[3] https://tigulliomagazine.wordpress.com/2020/03/16/covid-19-ancora-due-decessi-al-san-martino/
[3] https://tigulliomagazine.wordpress.com/2020/03/16/covid-19-ancora-due-decessi-al-san-martino-2/
[3] https://www.theguardian.com/commentisfree/2020/mar/15/epidemiologist-britain-herd-immunity-coronavirus-covid-19?CMP=share_btn_tw
[2] https://www.financialexpress.com/lifestyle/health/come-together-pm-narendra-modi-tells-saarc-countries-india-offers-usd-10mn-for-emergency-coronavirus-fund/1898488/
[2] https://www.hindustantimes.com/india-news/pm-modi-saarc-conference-live-coronavirus-covid-19-updates/story-CbzS3rbFn85CNwaAxnQtXO.html
[2] https://timesofindia.indiatimes.com/india/india-brings-back-1444-nationals-from-different-covid-19-infected-countries/articleshow/74642192.cms
[2] https://www.contentcatcher.co.uk/foods-youll-regret-not-having-in-a-covid-19-quarantine/
[1] https://ec.europa.eu/info/news/startups-and-smes-innovative-solutions-welcome-2020-mar-13_en
[1] https://jansatta.ind.in/coronavirus-in-india-latest-news-in-hindicoronavirus-outbreak-coronavirus-effects-on-sports-london-boxing-qualifiers-viswanathan-anand-football-ipl-2020-coronavirus-live-update-bcci-nba-covid-19-co/

Top URLs in Tweet in G2:
[1] https://youtu.be/3iXGdl9hMAQ

Top URLs in Tweet in G4:
[1] https://twitter.com/Hemant_Skyward/status/1238753641571307521
[1] https://twitter.com/kushanmitra/status/1238827281532907521
[1] https://twitter.com/ndtv/status/1238862750584934401
[1] https://twitter.com/narendramodi/status/1239226175508983810

Top URLs in Tweet in G5:
[3] https://sebenarnya.my/
[1] https://www.facebook.com/559141417462342/posts/3001038669939259/?d=n
[1] https://twitter.com/drzul_albakri/status/1239488060636778497
[1] https://t.me/sebenarnyamy
[1] https://twitter.com/DBPMalaysia/status/1238321301908893696
[1] https://www.sinarharian.com.my/article/73940/BERITA/Nasional/Jawatankuasa-Muzakarah-bincang-hukum-berkaitan-penularan-Covid-19

Top URLs in Tweet in G7:
[2] https://www.freemalaysiatoday.com/category/nation/2020/03/16/nation-gripped-by-panic-buying-as-rumours-swirl-of-covid-19-lockdown/
[2] http://www.astroawani.com/berita-malaysia/lima-termasuk-seorang-pelajar-perempuan-positif-covid-19-mb-perlis-233864
[1] https://www.freemalaysiatoday.com/category/bahasa/2020/03/16/individu-pertama-dijangkiti-covid-19-di-dunia-berjaya-dikesan/
[1] https://www.freemalaysiatoday.com/category/bahasa/2020/03/16/covid-19-al-azhar-keluar-fatwa-harus-tangguh-solat-jumaat/
[1] https://twitter.com/FirdausAzil/status/1239483786233970688
[1] http://www.astroawani.com/berita-malaysia/87-individu-dikuarantin-di-terengganu-selepas-disyaki-dijangkiti-wabak-covid-19-233853
[1] http://www.astroawani.com/berita-malaysia/covid-19-pusat-sains-negara-planetarium-negara-ditutup-bermula-hari-ini-233824

Top URLs in Tweet in G10:
[1] https://twitter.com/seanludwig/status/1233723708411346945

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[290] covid_19
[204] coronavirus
[156] covid19
[81] covid
[58] covidー19
[43] ohmbirthdayfanmeeting
[35] covid19france
[34] letsfightcorona
[30] afp
[28] quédateencasa



Top Hashtags in Tweet in G1:
[27] covid_19
[27] coronavirus
[26] covid19
[6] covid
[4] coronavirusupdates
[3] covid2019
[3] coronavirusturkey
[3] covidー19
[3] coronapocolypse
[3] koronavirüs

Top Hashtags in Tweet in G2:
[13] envivo
[3] covid_19
[2] enfotos
[2] usatapabocas
[2] envideo
[2] quédateentucasa
[2] sabiasque
[2] 3/15/2020 12:00:00 AM
[2] quedateentucasa
[2] modoactivo

Top Hashtags in Tweet in G4:
[5] indiafightscorona
[3] sscchsl
[2] covid
[2] chsl
[2] ssc_chsl
[2] ssc
[1] stayalert_stayhealthy
[1] saarcfightscorona
[1] covid2019
[1] ssc_chsl_tier_i

Top Hashtags in Tweet in G5:
[2] covid19
[1] kkmm
[1] jabatanpenerangan

Top Hashtags in Tweet in G6:
[1] saveตัวเอง

Top Hashtags in Tweet in G7:
[7] koronavirus
[6] awaninews
[4] fmtnews
[3] covid19
[3] coronavirus
[2] live
[2] awani745
[2] awanipagi
[1] fmtohsem
[1] wuhan

Top Hashtags in Tweet in G9:
[43] ohmbirthdayfanmeeting
[1] ohmthitiwat
[1] โอห์มไง

Top Hashtags in Tweet in G10:
[1] kpdnhep
[1] covidー19

Top Words
Top Words in Tweet in Entire Graph:
[1186] Words in Sentiment List#1: Positive
[1485] Words in Sentiment List#2: Negative
[11] Words in Sentiment List#3: Angry/Violent
[96334] Non-categorized Words
[99005] Total Words
[2864] 19
[2788] covid
[300] น
[290] #covid_19
[259] coronavirus

Top Words in Tweet in G1:
[237] 19
[231] covid
[40] क
[34] coronavirus
[27] #covid_19
[27] #coronavirus
[26] #covid19
[26] स
[20] द
[19] न

Top Words in Tweet in G2:
[28] covid
[28] 19
[21] nicolasmaduro
[13] #envivo
[13] vladimirpadrino
[13] autoridades
[12] vtvcanal8
[11] círculo
[11] rojo
[11] civiles

Top Words in Tweet in G3:
[67] covid
[67] 19
[65] บ
[65] ส
[49] ก
[48] เธรดรวมพ
[48] ช
[48] นชอบมากเก
[48] บไว
[48] ด

Top Words in Tweet in G4:
[58] 19
[56] covid
[47] narendramodi
[29] people
[27] india
[23] different
[22] many
[21] highlighting
[21] aspects
[21] combating

Top Words in Tweet in G5:
[80] menteri
[41] drzul_albakri
[39] media
[39] jabatan
[39] perdana
[39] hal
[39] ehwal
[39] agama
[38] semua
[37] kenyataan

Top Words in Tweet in G6:
[84] 000
[63] covid
[63] 19
[41] น
[37] เง
[32] ว
[31] อ
[28] สมมต
[28] าค
[28] าตรวจ

Top Words in Tweet in G7:
[86] covid
[82] 19
[43] hospital
[31] yang
[29] dan
[26] coronavirus
[25] kerajaan
[20] berikut
[20] 10
[18] adalah

Top Words in Tweet in G8:
[48] please
[48] circulate
[48] french
[48] government
[48] issued
[48] warning
[48] against
[48] taking
[48] anti
[48] inflammatory

Top Words in Tweet in G9:
[88] น
[44] ท
[43] จากสถานการณ
[43] การแพร
[43] ระบาดของไวร
[43] ส
[43] covid
[43] 19
[43] ร
[43] นแรงข

Top Words in Tweet in G10:
[29] ada
[25] perlu
[24] tidak
[23] dan
[22] boleh
[18] kerja
[18] lebih
[18] pergi
[18] covid
[18] 19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2756] covid,19
[78] #covid,19
[71] 19,ท
[66] positive,covid
[66] บ,covid
[64] due,covid
[63] hand,sanitizer
[62] ce,soir
[59] coronavirus,covid
[56] 19,cases

Top Word Pairs in Tweet in G1:
[230] covid,19
[11] द,श
[9] 19,ancora
[9] ancora,due
[9] due,decessi
[9] decessi,san
[9] san,martino
[8] भ,रत
[7] coronavirus,covid
[7] spread,covid

Top Word Pairs in Tweet in G2:
[28] covid,19
[11] #envivo,círculo
[11] círculo,rojo
[11] rojo,vladimirpadrino
[11] vladimirpadrino,autoridades
[11] autoridades,civiles
[11] civiles,militares
[11] militares,inician
[11] inician,operativo
[11] operativo,dar

Top Word Pairs in Tweet in G3:
[67] covid,19
[65] บ,covid
[48] เธรดรวมพ,บ
[48] 19,ช
[48] ช,นชอบมากเก
[48] นชอบมากเก,บไว
[48] บไว,ด
[48] ด,ส
[48] ส,ก
[48] ก,บความเหงา55555

Top Word Pairs in Tweet in G4:
[56] covid,19
[21] many,people
[21] people,highlighting
[21] highlighting,different
[21] different,aspects
[21] aspects,india
[21] india,combating
[21] combating,covid
[21] 19,certainly
[21] certainly,boosting

Top Word Pairs in Tweet in G5:
[39] menteri,jabatan
[39] jabatan,perdana
[39] perdana,menteri
[39] menteri,hal
[39] hal,ehwal
[39] ehwal,agama
[37] kenyataan,media
[37] media,menteri
[37] agama,penangguhan
[37] penangguhan,semua

Top Word Pairs in Tweet in G6:
[63] covid,19
[28] สมมต,ว
[28] ว,าค
[28] าค,าตรวจ
[28] าตรวจ,covid
[28] 19,คนละ
[28] คนละ,000
[28] 000,บาท
[28] บาท,เง
[28] เง,น

Top Word Pairs in Tweet in G7:
[82] covid,19
[23] coronavirus,dan
[23] dan,covid
[18] berikut,adalah
[18] adalah,senarai
[18] senarai,hospital
[18] hospital,kerajaan
[18] kerajaan,selangor
[18] selangor,yang
[18] yang,menawarkan

Top Word Pairs in Tweet in G8:
[48] please,circulate
[48] circulate,french
[48] french,government
[48] government,issued
[48] issued,warning
[48] warning,against
[48] against,taking
[48] taking,anti
[48] anti,inflammatory
[48] inflammatory,drugs

Top Word Pairs in Tweet in G9:
[43] จากสถานการณ,การแพร
[43] การแพร,ระบาดของไวร
[43] ระบาดของไวร,ส
[43] ส,covid
[43] covid,19
[43] 19,ท
[43] ท,ร
[43] ร,นแรงข
[43] นแรงข,น
[43] น,ทางพ

Top Word Pairs in Tweet in G10:
[24] tidak,perlu
[18] boleh,pergi
[18] covid,19
[17] cuti,dibekukan
[17] dibekukan,kerja
[17] kerja,lebih
[17] lebih,masa
[17] masa,berisiko
[17] berisiko,tp
[17] tp,ada

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pailewws
@narendramodi
@_levantine
@ohm_ylove
@menpk1
@drzul_albakri
@brianklaas
@bfmtv
@emmanuelmacron
@hotcaramelatte

Top Mentioned in G1:
@bomboradyonews
@smarttouchit
@estmetropolehab

Top Mentioned in G2:
@nicolasmaduro
@vladimirpadrino
@vtvcanal8
@educacionsucre
@jdavidcabello
@edwinrojasm
@antoniohd_jpsuv
@marglevysde
@gobiernosucreve
@dcabellor

Top Mentioned in G3:
@pailewws
@chiikksama
@tamjaichunbkk

Top Mentioned in G4:
@narendramodi
@amitshah
@pmoindia
@sscchief
@smritiirani
@hrdministry
@vedavyasbjp
@drharshvardhan
@staffselection
@hemantsorenjmm

Top Mentioned in G5:
@drzul_albakri
@bernamadotcom
@buletintv3
@skmm_mcmc
@rtm_malaysia
@jpenerangan
@kkmm_gov
@dorisreika
@dbpmalaysia
@myjakim

Top Mentioned in G6:
@cumkom
@imyounumber1fan
@dleifdim
@pailewws

Top Mentioned in G7:
@amirudinshari
@nobisha
@firdausazil
@fmtoday
@afiezyazaman
@501awani
@drzul_albakri

Top Mentioned in G8:
@_levantine

Top Mentioned in G9:
@ohm_ylove

Top Mentioned in G10:
@hadzri_amin
@mykpdnhep
@acaiijawe
@shahirrzz

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@xboxsupport
@jornalistavitor
@detikcom
@kenyapower_care
@conelmazodando
@telesurtv
@heelleclech
@metro_tv
@diariotalcual

Top Tweeters in G1:
@diariotalcual
@jcsura
@elaragueno
@diario24horas
@content_catcher
@firstpost
@dzbb
@kapookdotcom
@eenadulivenews
@vanguardiamx

Top Tweeters in G2:
@vtvcanal8
@ynhallak
@amelia74698445
@edalge
@jcy126kerubin
@prof_solano
@leovimildo
@nicolasmaduro
@mercedeslouzaod
@lleragonzalez

Top Tweeters in G3:
@kkthps
@dokfah_00
@kon_bex
@_____bons
@soudontneedtono
@berryjrbz_
@hapitome
@chiikksama
@fasaiphxu
@anyamanee_kaem

Top Tweeters in G4:
@ffrreemarkets
@anirudhbengeri
@mayank_sehgal93
@thisismohit777
@praveenbejoy
@rajanimallover
@pushpaji91
@drresh
@krishnansulabh
@jain1291

Top Tweeters in G5:
@rtm_malaysia
@bernamadotcom
@dyanadaisy_
@buletintv3
@akmaluddinss
@_nrahmann
@omimmiii
@amuyo_tomoko
@rashdankhalid_
@zulhaidakadir

Top Tweeters in G6:
@bebow40
@graziataemin21
@lowo_eri
@plazt
@cumkom
@monanataya
@bl2hleo
@budxaya__
@richychenbaoyun
@nuployjaa

Top Tweeters in G7:
@missfara
@501awani
@fmtoday
@tbgsem
@ah_doong
@firdausazil
@dnielhq_
@datinbatrisyia
@thejieha
@itsalifazizan

Top Tweeters in G8:
@magicsdrew
@springdaytan
@sinonlynx
@eloi_duarte
@evelingtxn
@callme_bhristo
@notearsieftt
@_levantine
@_beamxn
@truestimage

Top Tweeters in G9:
@baekhyun_nee92
@milknom505
@chanloey_614
@charlv_
@muaylovenamstar
@shiawase_nanami
@ygmm19
@b2utyminq
@sandstormtolove
@littlestar_90

Top Tweeters in G10:
@hypersyaza
@airashh_
@apikohhhh
@izzyantiejamidi
@pingu_cutegirl
@lailaelf
@emirfirdauss
@ainsyafikah_
@__izzatiauni
@mhnfi9


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