COVID, Twitter, 3/17/2020 8:35:42 PM, 223118


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COVID_2020-03-17_00-21-30.xlsx
COVID_2020-03-17_00-21-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 17, 2020
Short Description:
COVID via NodeXL http://bit.ly/3d6xlnN
@drzul_albakri
@theusopibrahim
@sarahnahizu
@aimansalleh7
@amyranadyaa
@sar4ho_
@sadfatin
@pailewws
@shelmaelissa
@narendramodi

Top hashtags:
#covid_19
#coronavirus
#covid19
#covid
#covidー19
#covid19france
#letsfightcorona

Description:
Description
The graph represents a network of 4,491 Twitter users whose tweets in the requested range contained "COVID", 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 07:22 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 10:20 UTC to Monday, 16 March 2020 at 10:22 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 : 4491
Unique Edges : 4416
Edges With Duplicates : 362
Total Edges : 4778
Number of Edge Types : 4
MentionsInRetweet : 2795
Mentions : 553
Tweet : 1305
Replies to : 125
Self-Loops : 1305
Reciprocated Vertex Pair Ratio : 0.00629874025194961
Reciprocated Edge Ratio : 0.0125186289120715
Connected Components : 1406
Single-Vertex Connected Components : 276
Maximum Vertices in a Connected Component : 85
Maximum Edges in a Connected Component : 100
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.423461
Graph Density : 0.000166380769457747
Modularity : 0.820345
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 4,491 Twitter users whose tweets in the requested range contained "COVID", 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 07:22 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 10:20 UTC to Monday, 16 March 2020 at 10:22 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
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:
[42] 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
[15] https://twitter.com/AngryTiger__/status/1237057493500678144
[8] https://www.bfmtv.com/sante/direct-coronavirus-covid-19-france-symptome-cas-mort-confinement-quarantaine-ecole-fermee-report-municipales-second-tour-italie-espagne/
[8] https://www.theguardian.com/commentisfree/2020/mar/15/epidemiologist-britain-herd-immunity-coronavirus-covid-19
[6] http://www.nhs.uk/coronavirus
[5] 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
[5] https://www.cbsnews.com/news/ireland-closes-all-pubs-and-bars-after-packed-weekend-amid-coronavirus-pandemic-covid-19-2020-03-15/?ftag=CNM-00-10aab7e&linkId=84411167
[5] https://www.dailymail.co.uk/news/article-8115879/COVID-19-Australian-researchers-CURE-coronavirus.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/community/large-events/mass-gatherings-ready-for-covid-19.html
[5] https://news.sky.com/story/coronavirus-bond-girl-olga-kurylenko-tests-positive-for-covid-19-11958197

Top URLs in Tweet in G1:
[2] https://www.theguardian.com/commentisfree/2020/mar/15/epidemiologist-britain-herd-immunity-coronavirus-covid-19
[2] https://twitter.com/DHSCgovuk/status/1239118910999404547
[2] https://www.miamiherald.com/news/business/tourism-cruises/article241209366.html
[2] https://timesofindia.indiatimes.com/india/india-brings-back-1444-nationals-from-different-covid-19-infected-countries/articleshow/74642192.cms
[2] http://www.nhs.uk/coronavirus
[1] https://www.youtube.com/watch?v=zUKz8xp7Ceg&feature=youtu.be

[1] https://twitter.com/massgovernor/status/1239353221002539010
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41569-020-0360-5
[1] https://twitter.com/stereophonics/status/1238976755022680065
[1] https://www.instagram.com/p/B9ynxuThaia/?igshid=1hpxsaqhj7za6

Top URLs in Tweet in G4:
[42] 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
[8] https://www.bfmtv.com/sante/direct-coronavirus-covid-19-france-symptome-cas-mort-confinement-quarantaine-ecole-fermee-report-municipales-second-tour-italie-espagne/

Top URLs in Tweet in G5:
[2] https://www.pscp.tv/w/cTy38DMyMjExNTJ8MXlvS01hTGFhUVdLUZ8-Pqk9ZDfqLjuCUf-t1dh6LHorJWi4OXTiuybPhBMS
[1] https://twitter.com/Hemant_Skyward/status/1238753641571307521
[1] https://twitter.com/kushanmitra/status/1238827281532907521
[1] https://twitter.com/narendramodi/status/1239226175508983810
[1] https://www.indiatoday.in/india/story/saarc-secretariat-nations-welcome-pm-narendra-modi-s-initiative-to-fight-covid-19-1655417-2020-03-14
[1] https://blog.medcords.com/coronavirus-precautions-how-to-protect-yourself-from-covid-19/

Top URLs in Tweet in G8:
[1] https://www.3dprintingmedia.network/covid-19-3d-printed-valve-for-reanimation-device/
[1] https://forms.gle/nJ5cqAa81DTZfYfR9

Top URLs in Tweet in G10:
[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

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[240] covid_19
[162] coronavirus
[146] covid19
[102] covid
[55] covidー19
[44] covid19france
[42] letsfightcorona
[23] ohmbirthdayfanmeeting
[21] breakingnews
[21] patient31



Top Hashtags in Tweet in G1:
[32] covid_19
[20] coronavirus
[13] covid19
[12] covid
[5] koronawirus
[5] sokağacıkmayasağı
[5] corona
[4] pazartesi
[3] covidー19
[3] toplam18

Top Hashtags in Tweet in G3:
[2] covid
[2] oldrock
[1] ไว้รีวิวห้ามขายของโว้ยย
[1] สิวแมส

Top Hashtags in Tweet in G4:
[44] covid19france
[3] coronavirus

Top Hashtags in Tweet in G5:
[5] saarcfightscorona
[4] saarc
[3] indiafightscorona
[2] covidー19
[2] covid19
[2] helpustohelpyou
[2] coronaoutbreak
[1] newindia
[1] healthforall

Top Hashtags in Tweet in G9:
[20] envivo
[3] ahora
[3] envideo
[2] enfotos
[2] quédateentucasa
[2] covid_19
[1] 3/16/2020 12:00:00 AM
[1] 0.5
[1] AM
[1] seniat

Top Hashtags in Tweet in G10:
[2] awaninews
[2] awani745
[2] koronavirus

Top Words
Top Words in Tweet in Entire Graph:
[1300] Words in Sentiment List#1: Positive
[1651] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[97416] Non-categorized Words
[100367] Total Words
[2803] covid
[2517] 19
[247] coronavirus
[240] #covid_19
[219] น

Top Words in Tweet in G1:
[210] covid
[187] 19
[32] #covid_19
[25] coronavirus
[20] #coronavirus
[18] sa
[17] people
[17] virus
[13] #covid19
[12] stay

Top Words in Tweet in G2:
[58] covid
[52] orang
[45] 19
[42] kes
[32] ramai
[29] dengan
[29] musim
[26] doktor
[22] mac
[21] aku

Top Words in Tweet in G3:
[70] ส
[61] ด
[52] 19
[50] covid
[47] ก
[46] ช
[44] บ
[42] เธรดรวมพ
[42] นชอบมากเก
[42] บไว

Top Words in Tweet in G4:
[48] bfmtv
[45] ce
[45] soir
[44] #covid19france
[42] alerte
[42] info
[42] emmanuelmacron
[42] s'exprimera
[42] 20h00
[42] téléivision

Top Words in Tweet in G5:
[43] covid
[41] 19
[36] narendramodi
[19] people
[19] india
[19] क
[15] many
[15] highlighting
[15] different
[15] aspects

Top Words in Tweet in G6:
[33] covid
[33] 19
[22] allah
[22] please
[22] keep
[22] away
[22] family
[22] friends
[22] amin
[21] sarahnahizu

Top Words in Tweet in G7:
[76] menteri
[38] kenyataan
[38] media
[38] jabatan
[38] perdana
[38] hal
[38] ehwal
[38] agama
[38] penangguhan
[38] semua

Top Words in Tweet in G8:
[62] hospital
[38] 3d
[35] michalnaka
[32] valves
[31] italian
[31] ran
[31] icu
[31] local
[31] biz
[31] brought

Top Words in Tweet in G9:
[24] autoridades
[22] militares
[22] inician
[21] cumplimiento
[20] #envivo
[20] círculo
[20] rojo
[20] vladimirpadrino
[20] civiles
[20] operativo

Top Words in Tweet in G10:
[30] covid
[30] 19
[16] kes
[15] terkini
[12] firdausazil
[10] dalam
[10] polis
[10] ini
[8] baharu
[8] jumlah

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2449] covid,19
[71] positive,covid
[60] coronavirus,covid
[59] due,covid
[59] ce,soir
[58] hand,sanitizer
[54] บ,covid
[52] stay,home
[46] #covid,19
[44] salah,satu

Top Word Pairs in Tweet in G1:
[179] covid,19
[6] #covid,19
[6] over,covid
[5] coronavirus,covid
[5] stay,safe
[5] 19,outbreak
[4] sa,covid
[4] stay,home
[4] 19,china
[4] ka,covid

Top Word Pairs in Tweet in G2:
[45] covid,19
[29] musim,covid
[19] uitm,bagi
[19] bagi,cuti
[19] cuti,activate
[19] activate,learning
[19] learning,sebab
[19] sebab,nak
[19] nak,prevent
[19] prevent,covid

Top Word Pairs in Tweet in G3:
[50] covid,19
[42] เธรดรวมพ,บ
[42] บ,covid
[42] 19,ช
[42] ช,นชอบมากเก
[42] นชอบมากเก,บไว
[42] บไว,ด
[42] ด,ส
[42] ส,ก
[42] ก,บความเหงา55555

Top Word Pairs in Tweet in G4:
[42] alerte,info
[42] info,emmanuelmacron
[42] emmanuelmacron,s'exprimera
[42] s'exprimera,ce
[42] ce,soir
[42] soir,20h00
[42] 20h00,téléivision
[42] téléivision,#covid19france
[41] bfmtv,alerte
[5] marine,pen

Top Word Pairs in Tweet in G5:
[41] covid,19
[15] many,people
[15] people,highlighting
[15] highlighting,different
[15] different,aspects
[15] aspects,india
[15] india,combating
[15] combating,covid
[15] 19,certainly
[15] certainly,boosting

Top Word Pairs in Tweet in G6:
[33] covid,19
[22] allah,please
[22] please,keep
[22] keep,covid
[22] 19,away
[22] away,family
[22] family,friends
[22] friends,amin
[21] sarahnahizu,allah
[17] kes,dah

Top Word Pairs in Tweet in G7:
[38] kenyataan,media
[38] media,menteri
[38] menteri,jabatan
[38] jabatan,perdana
[38] perdana,menteri
[38] menteri,hal
[38] hal,ehwal
[38] ehwal,agama
[38] agama,penangguhan
[38] penangguhan,semua

Top Word Pairs in Tweet in G8:
[31] italian,hospital
[31] hospital,ran
[31] ran,icu
[31] icu,valves
[31] valves,local
[31] local,biz
[31] biz,brought
[31] brought,3d
[31] 3d,printer
[31] printer,hospital

Top Word Pairs in Tweet in G9:
[20] #envivo,círculo
[20] círculo,rojo
[20] rojo,vladimirpadrino
[20] vladimirpadrino,autoridades
[20] autoridades,civiles
[20] civiles,militares
[20] militares,inician
[20] inician,operativo
[20] operativo,dar
[20] dar,cumplimiento

Top Word Pairs in Tweet in G10:
[30] covid,19
[11] firdausazil,terkini
[8] dr,adham
[8] baru,diterima
[8] diterima,polis
[8] polis,menegaskan
[8] menegaskan,setakat
[8] setakat,ini
[8] ini,tiada
[8] tiada,arahan

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@bfmtv
@emmanuelmacron
@pailewws
@drzul_albakri
@narendramodi
@michalnaka
@_levantine
@cumkom
@_colonelyh
@_igorvida

Top Mentioned in G1:
@knectiq
@portalmobilize
@shqiptarjacom

Top Mentioned in G2:
@sadfatin
@thefunsizeguy
@aimanpsikologi
@amyranadyaa
@azrulsyazwann
@farahked

Top Mentioned in G3:
@pailewws
@rawithanutsaha
@aniiteryy

Top Mentioned in G4:
@bfmtv
@emmanuelmacron

Top Mentioned in G5:
@narendramodi
@pmoindia
@smritiirani
@abhinav4namo
@paraskghelani
@narendramodi_in
@amitshah
@isurajbhanljp
@medcordsindia
@drharshvardhan

Top Mentioned in G6:
@sarahnahizu
@theusopibrahim
@leksa
@drzul_albakri

Top Mentioned in G7:
@drzul_albakri

Top Mentioned in G8:
@michalnaka

Top Mentioned in G9:
@vladimirpadrino
@nicolasmaduro
@vtvcanal8
@marglevyspsuv
@edwinrojasm
@antoniohd_jpsuv
@marglevysde
@gobiernosucreve
@dcabellor
@prensadesucre1

Top Mentioned in G10:
@firdausazil
@afiezyazaman
@mytheorem
@501awani
@nancyshukri

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@detikcom
@dolartoday
@conelmazodando
@telesurtv
@vivacoid
@heelleclech
@s9tmt
@marciojmsilva
@metro_tv

Top Tweeters in G1:
@marciojmsilva
@infobae
@aboutbdgcom
@financialxpress
@abc7news
@thequint
@jeffersonfaudan
@tvkhabar24
@shqiptarjacom
@kady

Top Tweeters in G2:
@achik_ezam
@sufiahmdyusof
@itsalifazizan
@thefunsizeguy
@nadchannn
@adieraahmd
@dearlnr
@ainrohaizats
@_littleadda
@adryanataufik

Top Tweeters in G3:
@spyyyyyy
@q_bkieaw
@tnctpw_pu
@prince_neverdie
@alohamayy_
@jhanez__
@chertaimex
@maknaekw1311
@alizrosemoon13
@ppurennn

Top Tweeters in G4:
@bfmtv
@lebronani
@lucassunshine_
@thomas02q
@nicki__chyna
@flotov_
@_seeka95
@valerie0768
@jok_rrdh
@seedorf237

Top Tweeters in G5:
@panickeruma
@paraskghelani
@djgoodlook
@alwaysjaghu
@_shwetanshi
@abhinav4namo
@moneyshmalekar
@bhupendrashakt5
@shivam1083
@smritiirani

Top Tweeters in G6:
@zaaakiiiahhhhhh
@sudahlelahhh
@imrnazmri_
@vantesight
@theusopibrahim
@leksa
@ghypyy
@misscyrz
@nvrhanis
@khxirinikay

Top Tweeters in G7:
@azrielmohammad
@shabawiyawrrr
@shamsulhamsan
@ferrryy_
@mattminxx
@azwanimohd
@ixgax
@nabelloo_08
@_syahmie95
@azhaaaaaaaaad

Top Tweeters in G8:
@foxalotwill
@laughingmantwit
@_drmoh
@ravs82
@partiallypro
@yorkshirelady3
@carolhoernlein
@brookster81
@1jedi_rey
@maringuesdomina

Top Tweeters in G9:
@vtvcanal8
@nicolasmaduro
@orlandoaria
@seniat_santonio
@proyecterryplag
@freddybernal
@jdavidcabello
@antoniohd_jpsuv
@tactivo79
@robert0406

Top Tweeters in G10:
@501awani
@afis_farisxxvii
@firdausazil
@kiera_jahari
@acanul_
@_aqilahnazri
@miraruslan33
@intanooraifa
@marifd95
@awatifanuar


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