COVID-19, Twitter, 4/2/2020 11:40:08 PM, 224297


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COVID-19_2020-04-02_01-39-19.xlsx
COVID-19_2020-04-02_01-39-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 02, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/2UW7TsS
@narendramodi
@prateek03387700
@nrajabpcl
@jwalantudesai
@pmoindia
@un
@imamofpeace
@amitshah
@naukarshah
@who

Top hashtags:
#covid_19
#covid19
#coronavirus
#covid
#sinergitascegahcovid19
#relawandesalawancovid19
#covidー19

Description:
Description
The graph represents a network of 7,981 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 Thursday, 02 April 2020 at 08:57 UTC.

The requested start date was Thursday, 02 April 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, 0-hour, 0-minute period from Tuesday, 31 March 2020 at 06:59 UTC to Wednesday, 01 April 2020 at 07:00 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 : 7981
Unique Edges : 8009
Edges With Duplicates : 863
Total Edges : 8872
Number of Edge Types : 4
MentionsInRetweet : 4322
Tweet : 2693
Replies to : 203
Mentions : 1654
Self-Loops : 2693
Reciprocated Vertex Pair Ratio : 0.00368509212730318
Reciprocated Edge Ratio : 0.00734312416555407
Connected Components : 2767
Single-Vertex Connected Components : 767
Maximum Vertices in a Connected Component : 304
Maximum Edges in a Connected Component : 494
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.027236
Graph Density : 9.40830964769397E-05
Modularity : 0.799487
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 7,981 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 Thursday, 02 April 2020 at 08:57 UTC.

The requested start date was Thursday, 02 April 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, 0-hour, 0-minute period from Tuesday, 31 March 2020 at 06:59 UTC to Wednesday, 01 April 2020 at 07:00 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:
[23] https://www.eluniversal.com.mx/nacion/coronavirus-mexico-recibe-de-china-50-mil-kits-de-prueba-para-detectar-covid-19
[12] https://www.washingtonpost.com/opinions/bill-gates-heres-how-to-make-up-for-lost-time-on-covid-19/2020/03/31/ab5c3cf2-738c-11ea-85cb-8670579b863d_story.html
[10] https://www.jsph.jp/covid/files/gainen.pdf
[9] https://tirto.id/eJZB
[9] https://www.standard.co.uk/news/health/coronavirus-test-kits-contaminated-covid-19-a4403021.html
[9] https://www.theguardian.com/world/2020/mar/30/uk-discussed-joint-eu-plan-to-buy-covid-19-medical-supplies-say-officials
[8] https://www.ndtv.com/india-news/india-sends-covid-19-protective-gear-to-serbia-amid-huge-shortage-at-home-2203900
[8] https://www.franceinter.fr/une-pme-bretonne-met-sur-le-marche-le-premier-test-rapide-pour-le-covid-19
[7] https://medium.com/@Cancerwarrior/covid-19-why-we-should-all-wear-masks-there-is-new-scientific-rationale-280e08ceee71
[6] https://www.koreaboo.com/news/jyj-jaejoong-confirms-contracted-coronavirus-covid-19-hospitalized/

Top URLs in Tweet in G1:
[2] https://www.bloomberg.com/news/articles/2020-03-31/coronavirus-in-sewage-portended-covid-19-outbreak-in-dutch-city
[2] https://www.thetimes.co.uk/article/coronavirus-sir-wilson-jameson-the-pioneer-who-blazed-trail-for-covid-19-fight-5jk9px22t
[2] https://deloi.tt/3dFD04y
[2] https://www.whio.com/news/national/coronavirus-will-covid-lead-increased-divorces/Zi8KkzPei7oG2vByVTLHAP/
[2] https://www.teleradio-news.it/2020/04/01/coronavirus-il-sindaco-alfonso-golia-annuncia-un-nuovo-caso-positivo-al-covid-19/
[2] https://www.washingtonpost.com/opinions/bill-gates-heres-how-to-make-up-for-lost-time-on-covid-19/2020/03/31/ab5c3cf2-738c-11ea-85cb-8670579b863d_story.html
[2] http://barrierfreejapan.com/2020/04/01/95-people-confirmed-as-infected-with-covid-19-at-chiba-welfare-facility-for-the-disabled/
[2] https://arbeitsrecht-weltweit.de/
[2] https://www.arbeitsrecht-weltweit.de/2020/04/01/covid-19-pandemie-freiwilliges-engagement-von-mitarbeitern-richtig-gestalten/
[2] https://www.youtube.com/watch?v=DTayr2MfFH4


Top URLs in Tweet in G2:
[2] https://www.pscp.tv/w/cU7YbTMyMjExNTJ8MXZPR3dvWWJxUGdHQpVXuRK9-DvRT50jnLNourQ7igI4WR0mJPidyG5W7Gys
[2] https://www.theguardian.com/world/2020/mar/31/coronavirus-is-a-chance-for-authoritarian-leaders-to-tighten-their-grip?CMP=share_btn_tw
[1] https://twitter.com/UNinHindi/status/1244883627340677120
[1] https://www.pmindia.gov.in/en/news_updates/pm-interacts-with-social-welfare-organizations/?comment=disable
[1] https://twitter.com/gautam_adani/status/1244241895124955146
[1] http://nm-4.com/qwb9
[1] https://twitter.com/airtelnews/status/1244865972114092032
[1] https://twitter.com/ani/status/1244893436655747073
[1] https://m.me/MyGovIndia
[1] https://twitter.com/omarabdullah/status/1244319400854880256

Top URLs in Tweet in G3:
[2] http://kmp.im/AFzo5u
[1] https://twitter.com/riswan_gint/status/1245230726007537665
[1] https://hukum.rmol.id/read/2020/04/01/428197/Gugatan-Class-Action-Melawan-Jokowi-Resmi-Didaftarkan-
[1] https://twitter.com/Imronrosyad6/status/1245224562683334656
[1] http://tinyurl.com/Relawanpsikologjkt
[1] https://jdcn.jakarta.go.id/kolaborasi-tanggap-corona
[1] https://twitter.com/AErids/status/1245221213229576192/photo/1
[1] https://bit.ly/2JDqhlb
[1] https://twitter.com/kumparan/status/1244629477839138816

Top URLs in Tweet in G4:
[2] https://www.bernama.com/bm/am/koronavirus.php
[1] https://www.bharian.com.my/berita/wilayah/2020/04/671712/covid-19-tengku-hassanal-sumbang-elaun-diraja-ke-tabung-covid-19

Top URLs in Tweet in G7:
[5] https://entertain.naver.com/read?oid=018&aid=0004610638
[1] https://entertain.naver.com/now/read?oid=468&aid=0000643423
[1] https://twitter.com/theseoulstory/status/1245229709157232641
[1] https://www.asianjunkie.com/2020/03/31/jaejoong-reveals-he-has-been-hospitalized-with-covid-19-apologizes-for-being-careless/

Top URLs in Tweet in G8:
[22] https://www.eluniversal.com.mx/nacion/coronavirus-mexico-recibe-de-china-50-mil-kits-de-prueba-para-detectar-covid-19
[4] https://www.sinembargo.mx/31-03-2020/3759068
[4] https://bit.ly/33YvflA
[1] http://bit.ly/SeguridadSanitaria
[1] https://bit.ly/2Uy9mqp
[1] https://www.sinembargo.mx/01-04-2020/3758214
[1] https://www.sinembargo.mx/30-03-2020/3758085
[1] https://www.sinembargo.mx/31-03-2020/3759249
[1] https://www.animalpolitico.com/2020/03/ebrard-sancion-administrativa-penal-cierres-covid/
[1] https://twitter.com/brookingsfp/status/1244776927057108992

Top Domains
Top Domains in Tweet in Entire Graph:
[247] bit.ly
[173] twitter.com
[51] theguardian.com
[42] co.uk
[37] com.mx
[31] youtu.be
[30] ow.ly
[25] ndtv.com
[22] instagram.com
[21] co.th

Top Domains in Tweet in G1:
[58] bit.ly
[35] twitter.com
[16] instagram.com
[14] co.uk
[10] lnkd.in
[8] com.mx
[8] dlvr.it
[6] theguardian.com
[6] co.za
[5] com.au

Top Domains in Tweet in G2:
[6] twitter.com
[3] pscp.tv
[3] bit.ly
[2] gov.in
[2] theguardian.com
[1] nm-4.com
[1] m.me
[1] indiatimes.com
[1] indiainfrahub.com
[1] ouest-france.fr

Top Domains in Tweet in G3:
[4] twitter.com
[2] kmp.im
[1] rmol.id
[1] tinyurl.com
[1] go.id
[1] bit.ly

Top Domains in Tweet in G4:
[2] bernama.com
[1] com.my

Top Domains in Tweet in G7:
[6] naver.com
[1] twitter.com
[1] asianjunkie.com

Top Domains in Tweet in G8:
[22] com.mx
[7] sinembargo.mx
[6] bit.ly
[1] animalpolitico.com
[1] twitter.com
[1] chng.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[525] covid_19
[386] covid19
[262] coronavirus
[104] covid
[67] sinergitascegahcovid19
[59] relawandesalawancovid19
[37] covidー19
[36] indiafightscorona
[35] breaking
[34] lockdown



Top Hashtags in Tweet in G1:
[63] covid19
[62] coronavirus
[54] sinergitascegahcovid19
[50] covid_19
[28] covid
[9] covidー19
[9] stayathome
[9] jatenglawancorona
[7] negaraabaikanrakyat
[5] coronavirusoutbreak

Top Hashtags in Tweet in G2:
[21] indiafightscorona
[6] mannkibaat
[6] covid19
[6] covid_19
[5] franceunie
[5] covid
[5] coronavirus
[5] cricket
[4] rohitsharma
[3] pmcares

Top Hashtags in Tweet in G3:
[58] relawandesalawancovid19
[9] tppiriau
[4] tppijawatimur
[4] sahabatdesa
[2] tppimadiun
[2] sobatdesa
[2] tppitrenggalek
[2] jakartatanggapcorona
[2] dkijakarta
[2] covid19

Top Hashtags in Tweet in G4:
[4] covid19
[3] covid
[2] pakejrangsanganekonomi
[2] stayathome
[2] covid19malaysia
[2] dudukrumah
[2] stayhome
[2] jabatanpenerangan

Top Hashtags in Tweet in G8:
[8] covid19
[6] emergenciasanitaria
[4] covid_19
[3] comunicado
[2] covid19mx
[1] covid
[1] tengaparaqueaprenda

Top Words
Top Words in Tweet in Entire Graph:
[2671] Words in Sentiment List#1: Positive
[3640] Words in Sentiment List#2: Negative
[21] Words in Sentiment List#3: Angry/Violent
[238993] Non-categorized Words
[245305] Total Words
[4812] 19
[4798] covid
[2268] ˆà
[1364] ø
[1188] šà

Top Words in Tweet in G1:
[662] 19
[642] covid
[189] î
[162] ø
[108] ˆà
[96] ù
[82] ªà
[69] šà
[65] dan
[63] #covid19

Top Words in Tweet in G2:
[104] 19
[100] covid
[75] ªà
[52] µà
[51] narendramodi
[51] ψ
[38] ˆà
[21] #indiafightscorona
[20] against
[18] rs

Top Words in Tweet in G3:
[128] covid
[126] 19
[100] desa
[77] halimiskandarnu
[60] anwsanusi
[58] #relawandesalawancovid19
[51] fachrilabalado
[50] taufikmadjid71
[46] imansyukri
[45] dan

Top Words in Tweet in G4:
[49] 19
[46] covid
[41] untuk
[39] bernamadotcom
[37] pahang
[36] diraja
[35] pemangku
[35] raja
[35] tengku
[35] hassanal

Top Words in Tweet in G5:
[58] covid
[58] 19
[46] sister
[46] tested
[46] positive
[46] help
[46] tweet
[46] flight
[46] details
[46] manchester

Top Words in Tweet in G6:
[68] dua
[68] tipe
[68] polisi
[68] saat
[68] covid
[68] 19
[67] riotuasikal

Top Words in Tweet in G7:
[69] jaejoong
[69] covid
[69] 19
[67] kim
[65] theseoulstory
[64] update
[64] april
[64] day
[62] instagram
[62] fool's

Top Words in Tweet in G8:
[27] m_ebrard
[24] gracias
[22] china
[14] covid
[14] 19
[8] mã
[8] mil
[8] general
[8] #covid19
[8] coronavirus

Top Words in Tweet in G9:
[122] ˆà
[84] µà
[63] žà
[62] ψ
[56] 19
[54] covid
[50] suthichai
[41] šà
[29] aprilâ
[29] fool

Top Words in Tweet in G10:
[2] bobbiejanev
[2] mairscott3
[2] ldog562
[2] bonjs0370
[2] tslacksmarin
[2] hondoresists
[2] maryhow16
[2] jmrbux2
[2] zazzybritches
[2] media_auntie

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4567] covid,19
[611] ˆà,ˆà
[561] ø,ø
[552] î,î
[434] ø,ù
[426] µà,ˆà
[397] ù,ø
[396] ãƒ,ãƒ
[345] ˆà,µà
[326] àª,àª

Top Word Pairs in Tweet in G1:
[615] covid,19
[139] î,î
[63] ø,ø
[49] ù,ø
[46] ø,ù
[38] penyemprotan,disinfektan
[32] hari,ini
[24] #covid,19
[23] melaksanakan,penyemprotan
[22] dengan,melaksanakan

Top Word Pairs in Tweet in G2:
[99] covid,19
[15] against,covid
[13] ªà,µà
[12] ªà,narendramodi
[12] narendramodi,ψ
[12] ªà,ˆà
[11] 19,ªà
[11] pm,cares
[11] œà,ªà
[10] fight,against

Top Word Pairs in Tweet in G3:
[126] covid,19
[52] halimiskandarnu,anwsanusi
[45] taufikmadjid71,fachrilabalado
[35] imansyukri,taufikmadjid71
[29] #relawandesalawancovid19,halimiskandarnu
[29] anwsanusi,malik_haramain
[29] malik_haramain,imansyukri
[25] 19,#relawandesalawancovid19
[24] pendamping,desa
[21] pencegahan,covid

Top Word Pairs in Tweet in G4:
[46] covid,19
[35] pemangku,raja
[35] raja,pahang
[35] pahang,tengku
[35] tengku,hassanal
[35] hassanal,berkenan
[35] berkenan,tidak
[35] tidak,menerima
[35] menerima,elaun
[35] elaun,diraja

Top Word Pairs in Tweet in G5:
[58] covid,19
[46] sister,tested
[46] tested,positive
[46] positive,covid
[46] 19,help
[46] help,tweet
[46] tweet,flight
[46] flight,details
[46] details,manchester
[46] manchester,kl

Top Word Pairs in Tweet in G6:
[68] dua,tipe
[68] tipe,polisi
[68] polisi,saat
[68] saat,covid
[68] covid,19
[67] riotuasikal,dua

Top Word Pairs in Tweet in G7:
[69] covid,19
[67] kim,jaejoong
[62] update,kim
[62] jaejoong,covid
[62] 19,instagram
[62] instagram,april
[62] april,fool's
[62] fool's,day
[62] day,joke
[62] joke,trying

Top Word Pairs in Tweet in G8:
[22] gracias,china
[21] m_ebrard,gracias
[13] covid,19
[7] mã,xico
[6] consejo,salubridad
[6] salubridad,general
[4] fundaciones,chinas
[4] chinas,donan
[4] donan,mã
[4] xico,50

Top Word Pairs in Tweet in G9:
[63] ˆà,µà
[54] covid,19
[34] žà,ˆà
[34] µà,ˆà
[29] µà,aprilâ
[29] aprilâ,fool
[29] fool,šà
[29] šà,œà
[29] œà,ˆà
[29] ˆà,š

Top Word Pairs in Tweet in G10:
[2] bobbiejanev,mairscott3
[2] mairscott3,ldog562
[2] ldog562,bonjs0370
[2] bonjs0370,tslacksmarin
[2] tslacksmarin,hondoresists
[2] hondoresists,maryhow16
[2] maryhow16,jmrbux2
[2] jmrbux2,zazzybritches
[2] zazzybritches,media_auntie

Top Replied-To
Top Replied-To in Entire Graph:
@lindseygrahamsc
@liz_wheeler
@eskom_sa
@rcmparkash
@timesnow
@republic
@jedimaster909
@dbelardomd
@bukolasaraki

Top Replied-To in G1:

Top Replied-To in G2:
@pmoindia
@sreeramjvc
@srivatsayb
@irvpaswan
@jspshatagniteam
@nsitharaman
@anujias09
@sharmanagendar
@retheeshraj10

Top Replied-To in G3:
@halimiskandarnu
@fachrilabalado
@elisa_jkt

Top Replied-To in G4:
@lucidikmal

Top Replied-To in G8:
@cantucuevas
@ssalud_mx

Top Replied-To in G10:
@bobbiejanev

Top Mentioned
Top Mentioned in Entire Graph:
@halimiskandarnu
@riotuasikal
@theseoulstory
@anwsanusi
@narendramodi
@taufikmadjid71
@fachrilabalado
@suthichai
@imansyukri
@muhdfarisazlan

Top Mentioned in G1:
@extremeworld87
@dnp2001
@elepicentro

Top Mentioned in G2:
@narendramodi
@amitshah
@pmoindia
@emmanuelmacron
@piyushgoyal
@myogiadityanath
@imro45
@mygovindia
@nsitharaman
@madhuridixit

Top Mentioned in G3:
@halimiskandarnu
@anwsanusi
@taufikmadjid71
@fachrilabalado
@imansyukri
@malik_haramain
@jokowi
@tppkemendes
@tpp_kemendes
@kpw1riau

Top Mentioned in G4:
@bernamadotcom
@rajanazrin_
@dghisham
@kkmputrajaya
@jpenerangan
@dswanjunaidi
@astroradionews
@h0eizm

Top Mentioned in G5:
@muhdfarisazlan
@redzuannewsmpb
@sinach_z

Top Mentioned in G6:
@riotuasikal

Top Mentioned in G7:
@theseoulstory
@asianjunkiecom

Top Mentioned in G8:
@m_ebrard
@hlgatell
@ssalud_mx
@sinembargomx
@lopezobrador_
@felipecalderon
@jesusrcuevas
@ssm_morelos
@gobmorelos
@cuauhtemocb10

Top Mentioned in G9:
@suthichai
@swtpb

Top Mentioned in G10:
@mairscott3
@ldog562
@bonjs0370
@tslacksmarin
@hondoresists
@maryhow16
@jmrbux2
@zazzybritches
@media_auntie
@safimaasai

Top Tweeters
Top Tweeters in Entire Graph:
@airtel_presence
@okezonenews
@lasillarota
@detikcom
@kompascom
@republikaonline
@conelmazodando
@liputan6dotcom
@unoticias
@globovision

Top Tweeters in G1:
@okezonenews
@unoticias
@globovision
@radioelshinta
@zyitegadgets
@jondknight
@diario24horas
@ktnewsonline
@excelsior
@5b20be6386164f8

Top Tweeters in G2:
@marciojmsilva
@bcci
@railminindia
@dna
@desertfox61i
@cantstopulovinm
@retheeshraj10
@paraskghelani
@modivolunteer
@pib_india

Top Tweeters in G3:
@siiemak
@dpp_pkb
@elisa_jkt
@dkijakarta
@bnpb_indonesia
@renakemala
@afdimarwan
@brigade01arwan1
@djupria2
@bisa_____

Top Tweeters in G4:
@bernamadotcom
@hanimshbdn
@sydrzk
@shesheqa_
@sanchaclauss
@_hzlahmd
@nur_yusra12
@itskudorazali_
@nurazreennnnnn
@lucidikmal

Top Tweeters in G5:
@hasniehas
@ifatinnn
@taebokkie
@nraisyahanis
@samprettt
@fadhihaha
@indah_burn
@sukinahhh
@cindyteamgot7
@_ezot_

Top Tweeters in G6:
@salenophile
@warsonoayu
@woyouneun
@chicham_
@lalaleeennn
@ikonadia96
@slytherinlovas
@hansoljjang7
@bobohuloeys
@babangkres

Top Tweeters in G7:
@eevening8
@annyoung1a
@kimmamong
@cubebabyk
@ning_onew
@realtsux
@quaternaryxj
@hwangwinkieee
@vernicorn_twt
@cream_naja

Top Tweeters in G8:
@sinembargomx
@pajaropolitico
@juan1250mexico
@skyaquaklin
@aletz15
@carlosloret
@hansnuno
@alejandravelezg
@oscarav95399535
@dashingceja

Top Tweeters in G9:
@hh_teetyeh
@thedream_aty
@16_jade50miles
@ps98__
@jsk19xoxo
@winny2364
@pcykawaiiboyy
@myxtae1230_
@i9nice
@_spanishsh

Top Tweeters in G10:
@safimaasai
@mfrance923
@mccunecicki
@shashatheitch22
@cunningsq16
@hurricaneeve81
@mylastsoberduck
@gangstamimi
@pecriel
@bobbiejanev


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