COVID-19, Twitter, 6/2/2020 1:28:58 PM, 228683


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COVID-19_2020-06-02_00-00-01.xlsx
COVID-19_2020-06-02_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/2MoLtN2
@narendramodi
@pmoindia
@chouhanshivraj
@realdonaldtrump
@drkrishanmurari
@gurjits52065718
@dhroahotel
@zeenews
@bjp4nagaland
@rahulgandhi

Top hashtags:
#covid_19
#covid19
#covid__19
#coronavirus
#covid
#coronaisnotajoke

Description:
Description
The graph represents a network of 7,828 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, 02 June 2020 at 07:01 UTC.

The requested start date was Tuesday, 02 June 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, 2-minute period from Sunday, 31 May 2020 at 12:17 UTC to Monday, 01 June 2020 at 12:20 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 : 7828
Unique Edges : 4485
Edges With Duplicates : 7947
Total Edges : 12432
Number of Edge Types : 5
Tweet : 2258
Mentions : 1687
Retweet : 3698
MentionsInRetweet : 4438
Replies to : 351
Self-Loops : 2289
Reciprocated Vertex Pair Ratio : 0.00569754191762982
Reciprocated Edge Ratio : 0.0113305276788605
Connected Components : 2499
Single-Vertex Connected Components : 730
Maximum Vertices in a Connected Component : 340
Maximum Edges in a Connected Component : 738
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.33268
Graph Density : 0.000100832782817023
Modularity : 0.573839
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 7,828 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, 02 June 2020 at 07:01 UTC.

The requested start date was Tuesday, 02 June 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, 2-minute period from Sunday, 31 May 2020 at 12:17 UTC to Monday, 01 June 2020 at 12:20 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:
[21] https://www.gofundme.com/f/36y84-covid19-hospital-bill?utm_source=twitter&utm_medium=social&utm_campaign=m_pd+share-sheet
[18] https://www.zerohedge.com/markets/german-official-leaks-report-denouncing-covid-19-global-false-alarm
[14] https://www.nytimes.com/2020/05/31/business/economy/coronavirus-rent-landlords-tenants.html?action=click&module=Top%20Stories&pgtype=Homepage
[12] https://lasillarota.com/nacion/aprobacion-de-amlo-cae-23-en-mayo-covid-19-pandemia-coronavirus-mexico/391689
[9] https://powai.info/2020/06/01/covid-19-recovery-tale-im-a-new-gaurav-sharma-in-this-new-normal/
[9] https://goiena.eus/debagoiena/1590927269385-bost-heriotza-eta-bost-positibo-azken-orduetan-eaen
[8] https://www.reuters.com/article/us-health-coronavirus-gilead-sciences-op-idUSKBN23828D?taid=5ed4f147710ac20001b0d8ce&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.newindianexpress.com/states/odisha/2020/apr/02/two-dedicated-covid-19-hospitals-ready-to-treat-patients-in-odisha-2124747.html
[8] https://www.sinarharian.com.my/article/85597/KHAS/Koronavirus/Kes-baharu-positif-Covid-19-di-Batu-Gajah
[8] https://timesofindia.indiatimes.com/city/bhubaneswar/covid-19-pandemic-kiit-kiss-rise-to-the-occasion/articleshow/75534176.cms

Top URLs in Tweet in G1:
[9] https://powai.info/2020/06/01/covid-19-recovery-tale-im-a-new-gaurav-sharma-in-this-new-normal/
[4] https://www.newindianexpress.com/states/odisha/2020/apr/02/two-dedicated-covid-19-hospitals-ready-to-treat-patients-in-odisha-2124747.html
[3] https://ordonews.com/why-are-deaths-from-covid-19-higher-in-us-and-europe-than-in-asia/
[3] https://feweek.co.uk/2020/06/01/aelp-drops-covid-19-supplier-relief-legal-challenge/
[2] https://www.youtube.com/watch?v=YVkUvmDQ3HY&feature=youtu.be

[2] https://kathmandupost.com/national/2020/05/31/two-more-deaths-takes-covid-19-death-toll-to-eight
[2] https://swprs.org/hechos-sobre-covid-19/
[2] https://www.europeanmovement.co.uk/ask_your_mp_to_delay_brexit
[2] https://www.marketwatch.com/story/digital-ally-cemtrex-stocks-more-than-double-in-wake-of-public-protests-2020-06-01?siteid=yhoof2&yptr=yahoo
[2] https://www.theguardian.com/world/2020/jun/01/spate-of-possible-uk-coronavirus-cases-from-2019-come-to-light?CMP=share_btn_tw

Top URLs in Tweet in G2:
[6] https://www.ndtv.com/world-news/coronavirus-russia-to-give-1st-approved-covid-19-drug-to-patients-next-week-report-2238791
[5] http://toi.in/micron/redirect.html?str=gS00Ia65/a24gk
[3] https://www.livemint.com/news/india/world-is-looking-towards-india-how-pm-modi-responded-to-covid-19-commonwealth-secretary-general-11590908062466.html
[3] https://www.news18.com/news/india/education-department-officer-tested-positive-for-covid-19-in-mps-bhopal-2630833.html
[2] https://www.ndtv.com/india-news/coronavirus-india-lockdown-government-must-be-more-serious-in-war-against-covid-19-mayawati-2238800
[2] https://www.ndtv.com/mumbai-news/social-distancing-defied-at-congress-leader-chandrakant-handore-covid-19-recovery-welcome-2238173
[2] https://aajtak.intoday.in/story/sanjay-gandhi-pgi-lucknow-developed-time-and-cost-effective-covid-19-test-kit-1-1196396.html
[2] https://news.abplive.com/live-tv
[1] https://twitter.com/scottmorrisonmp/status/1266952463464071171
[1] https://www.ndtv.com/cities/madhya-pradesh-4-year-old-in-madhya-pradesh-raped-killed-body-dumped-in-well-cops-2238835

Top URLs in Tweet in G3:
[1] https://store.law.com/Registration/Login.aspx?mode=silent&source=https%3A%2F%2Fwww.law.com%2Fnewyorklawjournal%2F2020%2F05%2F28%2Fstate-bar-calls-for-mandatory-covid-19-vaccinations-regardless-of-objections%2F%3Fslreturn%3D20200501082141

Top URLs in Tweet in G4:
[3] https://www.vtv.gob.ve/coronavirus-51-casos-31052020/
[2] https://www.facebook.com/notes/prensa-presidencial/en-claves-conozca-el-costo-de-los-test-para-detecci%C3%B3n-de-covid-19-en-el-mundo/3252972021393176/?__tn__=HH-R
[1] https://bit.ly/2MhEPs1
[1] https://bit.ly/2CgXGht
[1] https://bit.ly/2AwFEKz
[1] https://twitter.com/VTVcanal8/status/1266802089830858758
[1] http://ow.ly/taBu30qLfAO

Top URLs in Tweet in G5:
[1] https://twitter.com/pepetru03632584/status/1267321175983771648
[1] https://abcn.ws/3gwkwVo
[1] https://abcn.ws/2yLF5vY
[1] https://abcn.ws/3ctmumt
[1] https://youtu.be/97LEH_j6cwo
[1] https://www.grassrootshealth.net/blog/first-data-published-covid-19-severity-vitamin-d-levels/
[1] http://abcnews.go.com/Business/wireStory/trump-calls-delay-group-meeting-seeks-expansion-70975116

Top URLs in Tweet in G6:
[2] https://www.filmfare.com/news/bollywood/ajay-devgn-helps-out-the-hospital-made-in-dharavi-for-covid-19-patients-41276.html
[2] https://www.filmfare.com/news/bollywood/irrfan-khans-friend-and-neighbour-reveals-he-helped-raise-funds-for-covid-19-relief-41266.html
[2] http://www.jantakareporter.com/india/gujarat-high-court-bench-that-slammed-bjp-government-for-inept-handling-of-covid-19-crisis-changed/291935/
[1] http://zeenews.india.com/hindi/entertainment/bollywood/ajay-devgn-pays-for-oxygen-ventilators-at-dharavi-urges-people-to-donate-for-epicentre-of-covid-19-outbreak/689479
[1] https://zeenews.india.com/hindi/india/up-uttarakhand/up-becomes-the-first-state-in-the-country-to-manufacture-one-lac-covid-19-beds-in-covid-19-hospitals/688963
[1] http://www.jantakareporter.com/india/delhi-high-court-pulls-up-kejriwal-government-on-poor-handling-of-covid-19-dead-bodies-opposition-parties-question-crores-spent-on-ads-under-reporting-of-deaths/292047/

Top URLs in Tweet in G7:
[1] http://ow.ly/eEkh30qLgED
[1] http://ow.ly/38uI30qL2uV

Top URLs in Tweet in G10:
[1] https://www.defesa.gov.br/noticias/69497-defesa-e-agencias-mantem-operacoes-verde-brasil-2-e-covid-19-ininterruptamente

Top Domains
Top Domains in Tweet in Entire Graph:
[161] twitter.com
[87] bit.ly
[45] co.uk
[39] theguardian.com
[34] com.br
[28] lasillarota.com
[25] gofundme.com
[24] trib.al
[19] ndtv.com
[19] youtube.com

Top Domains in Tweet in G1:
[49] twitter.com
[17] co.uk
[13] instagram.com
[13] com.br
[13] theguardian.com
[9] powai.info
[8] youtube.com
[8] cbc.ca
[8] co.za
[5] newindianexpress.com

Top Domains in Tweet in G2:
[11] ndtv.com
[7] toi.in
[3] livemint.com
[3] news18.com
[2] twitter.com
[2] intoday.in
[2] abplive.com
[1] moneycontrol.com
[1] bhaskar.com

Top Domains in Tweet in G3:
[1] law.com

Top Domains in Tweet in G4:
[3] bit.ly
[3] gob.ve
[2] facebook.com
[1] twitter.com
[1] ow.ly

Top Domains in Tweet in G5:
[3] abcn.ws
[1] twitter.com
[1] youtu.be
[1] grassrootshealth.net
[1] go.com

Top Domains in Tweet in G6:
[4] filmfare.com
[3] jantakareporter.com
[2] india.com

Top Domains in Tweet in G7:
[2] ow.ly

Top Domains in Tweet in G10:
[1] gov.br

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[362] covid_19
[284] covid19
[156] covid__19
[147] coronavirus
[81] covid
[73] coronaisnotajoke
[50] kiitkissfightscovid19
[33] cuba
[31] anonymous
[23] covidー19



Top Hashtags in Tweet in G1:
[53] covid_19
[44] coronavirus
[42] covid19
[26] covid__19
[19] covid
[9] covidー19
[7] stayhome
[7] 1haziran2020
[6] covid2019
[6] staysafe

Top Hashtags in Tweet in G2:
[12] rgpv_spreading_corona_virus
[11] studentswantkamalnathback
[10] covid_19
[5] covid__19
[4] covid19
[3] covidー19
[3] अमितशाह_न्याय_करो
[2] navsari
[2] upsc
[2] lbsnaa

Top Hashtags in Tweet in G4:
[9] covid_19
[7] uniónluchaycompromiso
[7] envivo
[5] gasolinaparaelpueblo
[4] modoactivo
[3] 0.5
[3] AM
[3] covid__19
[2] noticia
[2] comunicado

Top Hashtags in Tweet in G5:
[4] cfrp
[3] coronavirus
[3] covid_19
[3] covid__19
[2] continuecubancfrp
[2] s
[2] maga
[1] resistance
[1] trump
[1] trumphasnoplan

Top Hashtags in Tweet in G6:
[14] noncoperationmovement
[7] zeejankarioncorona
[6] coronavirusupdates
[6] uttarpradesh
[5] dsssb_tgtwaitingresults2017
[4] upp_49568
[4] khilifatmovement
[2] irrfankhan
[2] wajidkhan
[2] kanpurfightscorona

Top Hashtags in Tweet in G7:
[1] media

Top Hashtags in Tweet in G10:
[2] operaçãoverdebrasil2
[2] operaçãocovid19
[1] marconieuconfio
[1] somos57milhoes

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[607] 19
[602] covid
[53] #covid_19
[45] #coronavirus
[42] #covid19
[40] more
[40] क
[39] र
[38] cases
[33] people

Top Words in Tweet in G2:
[112] क
[77] 19
[75] covid
[71] र
[44] स
[40] द
[34] म
[32] indian
[31] narendramodi
[29] न

Top Words in Tweet in G3:
[71] re
[71] going
[71] democrats
[70] realjameswoods
[70] much
[70] certain
[70] rioting
[70] two
[70] weeks
[70] shitload

Top Words in Tweet in G4:
[30] 19
[28] covid
[22] nicolasmaduro
[18] casos
[13] venezuela
[9] #covid_19
[9] nuevos
[7] #uniónluchaycompromiso
[7] nuestros
[7] #envivo

Top Words in Tweet in G5:
[32] 19
[31] covid
[20] realdonaldtrump
[13] people
[9] 000
[9] please
[9] nygovcuomo
[8] america
[8] benefits
[7] day

Top Words in Tweet in G6:
[59] क
[48] ल
[48] covid
[33] 19
[30] म
[29] र
[25] व
[25] य
[23] ह
[23] ज

Top Words in Tweet in G7:
[126] began
[82] covid
[82] 19
[72] mitchellvii
[64] coincidence
[64] america
[63] anyone
[63] thinks
[63] moment
[63] fade

Top Words in Tweet in G8:
[74] against
[73] suspending
[73] covid
[73] 19
[73] testing
[73] one
[73] blatant
[73] acts
[73] biological
[73] warfare

Top Words in Tweet in G9:
[125] ร
[64] ย
[63] เวนท
[63] txt
[63] ของ
[62] lt
[62] final
[62] gt
[62] จะม
[62] อ

Top Words in Tweet in G10:
[76] jairbolsonaro
[63] covid
[63] 19
[57] mais
[44] ações
[44] terceira
[44] semana
[44] maio
[42] govbr
[41] divulgação

Top Word Pairs
Top Word Pairs in Tweet in G2:
[587] covid,19
[19] स,क
[18] connected,indian
[16] indian,ocean
[15] ocean,united
[13] united,indian
[12] indian,samosa
[11] samosa,looks
[11] looks,delicious
[10] delicious,pm

Top Word Pairs in Tweet in G3:
[75] re,going
[18] much,certain
[15] certain,rioting
[15] rioting,two
[15] two,weeks
[15] weeks,re
[15] going,shitload
[15] shitload,sick
[15] sick,democrats
[15] realjameswoods,much

Top Word Pairs in Tweet in G4:
[71] covid,19
[70] casos,covid
[70] nuevos,casos
[70] últimas,24
[70] 24,horas
[70] venezuela,detecta
[70] detecta,51
[70] 51,nuevos
[70] 19,eleva
[69] eleva,cifra

Top Word Pairs in Tweet in G5:
[28] covid,19
[11] anybody,thought
[9] thought,fact
[7] fact,covid
[7] 19,enhanced
[6] enhanced,unemployment
[6] unemployment,benefits
[6] benefits,actually
[6] actually,financing
[6] financing,lot

Top Word Pairs in Tweet in G6:
[31] covid,19
[6] during,covid
[6] अस,पत
[6] पत,ल
[6] क,ल
[6] श,क
[6] traders,hotels
[6] hotels,shopkeepers
[6] ह,च
[6] म,एक

Top Word Pairs in Tweet in G7:
[33] covid,19
[17] anyone,thinks
[14] thinks,coincidence
[14] coincidence,moment
[13] moment,covid
[11] 19,began
[11] began,fade
[11] fade,threat
[10] threat,america
[10] america,began

Top Word Pairs in Tweet in G8:
[82] suspending,covid
[63] covid,19
[63] 19,testing
[63] testing,one
[63] one,blatant
[63] blatant,acts
[63] acts,biological
[63] biological,warfare
[63] warfare,against
[63] against,people

Top Word Pairs in Tweet in G9:
[73] lt,final
[73] final,gt
[73] gt,จะม
[73] จะม,อ
[73] อ,เวนท
[73] เวนท,'keyword
[73] 'keyword,bingo'
[73] bingo',ร
[73] ร,วมก
[73] วมก,บ

Top Word Pairs in Tweet in G10:
[62] covid,19
[62] terceira,semana
[62] semana,maio
[62] divulgação,ações
[62] ações,diárias
[62] diárias,govbr
[62] govbr,terceira
[62] maio,mais
[62] mais,200
[62] 200,mil

Top Replied-To
Top Replied-To in Entire Graph:
@kissfoundation
@arvindkejriwal
@realdonaldtrump
@minofhealthug
@youranoncentral
@johncornyn
@lopezdoriga
@ulisessm01
@flyspicejet
@intiasprilla

Top Replied-To in G1:
@phdchamber
@turningpoint_tt
@csifcadiz

Top Replied-To in G2:
@aajtak
@rbi
@officeofssc

Top Replied-To in G3:
@harlan

Top Replied-To in G5:
@realdonaldtrump
@nygovcuomo
@millenpolitics
@johncardillo
@abcworldnews
@potus
@marcorubiocuba
@cspanwj

Top Replied-To in G6:
@arvindkejriwal
@republic
@eoiberlin
@drsjaishankar
@zeenews
@aapdelhi
@bsesdelhi
@bjp4delhi
@odhadelhi
@atul_rana_scb

Top Replied-To in G7:
@mitchellvii

Top Replied-To in G10:
@tozello
@bolsonarosp
@jairbolsonaro

Top Mentioned
Top Mentioned in Entire Graph:
@jairbolsonaro
@iamujer_
@mitchellvii
@realjameswoods
@sooborabin
@erick_crf28
@dramalinabakri
@captanhadi
@govbr
@narendramodi

Top Mentioned in G1:
@billellson
@galactr0n
@innoorigins
@nirmalx05
@starsin39368774
@newsgasmo
@aitorperosanz

Top Mentioned in G2:
@narendramodi
@scottmorrisonmp
@chouhanshivraj
@ndtv
@vijayrupanibjp
@timesofindia
@cmoguj
@amitshah
@aajtak
@lubanamanoj

Top Mentioned in G3:
@realjameswoods
@benshapiro
@kelliwardaz
@jack
@dvoter
@harlan
@therealgdantic1
@randpaul
@libertyhangout
@libertytarian

Top Mentioned in G4:
@nicolasmaduro
@vtvcanal8
@1412yolis
@barinasgnb
@gestionperfecta
@presidencialve
@cancilleriave
@psuvaristobulo
@maryguerrera7
@tamanaco355

Top Mentioned in G5:
@realdonaldtrump
@nygovcuomo
@nc_governor
@concealcarrygrl
@abc
@ncdhhs
@vp
@mariodb
@donaldjtrumpjr
@whitehouse

Top Mentioned in G6:
@arvindkejriwal
@aapkakejariwal
@zeenews
@myogiadityanath
@dhroahotel
@ajaydevgn
@cmofficeup
@upgovt
@satyendarjain
@msisodia

Top Mentioned in G7:
@mitchellvii
@thomas1774paine

Top Mentioned in G8:
@iamujer_

Top Mentioned in G9:
@sooborabin

Top Mentioned in G10:
@jairbolsonaro
@govbr
@minsaude
@mec_comunicacao
@itamaratygovbr
@defesagovbr
@minfraestrutura
@generalmourao
@mineconomia
@mctic

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@virginmedia
@tomthunkitsmind
@lapublicacion
@infotextual
@lasillarota
@pairsonnalites
@robinsnewswire

Top Tweeters in G1:
@tomthunkitsmind
@lapublicacion
@infotextual
@pairsonnalites
@robinsnewswire
@bse_news
@diariotalcual
@globalissuesweb
@politicalhedge
@nigeriantribune

Top Tweeters in G2:
@ndtv
@timesofindia
@happanarinder
@aajtak
@nayyar76
@world_news_eng
@abpnews
@deepakkhatri812
@sumansh58123278
@ashalakariya

Top Tweeters in G3:
@realindasteding
@benshapiro
@dlsmith0817
@buybuyca
@foxybubba18
@makerel_sky
@southernms626
@julieporterj4
@justjoshin_ya21
@rokija7

Top Tweeters in G4:
@vtvcanal8
@chinarivas30
@mppeducacion
@cancilleriave
@mercedeslouzaod
@mercaloficial
@belkischien
@socialistamiga
@hurtadonorlix
@1412yolis

Top Tweeters in G5:
@miamipapers
@abc7ny
@abc
@lauferlaw
@uninoticias
@gma
@clandersen
@abcworldnews
@concealcarrygrl
@fernandoamandi

Top Tweeters in G6:
@navbharattimes
@republic
@airnewsalerts
@uppolice
@zeenews
@pib_india
@vinaydw86398158
@mohanbubna
@ddnewslive
@filmfare

Top Tweeters in G7:
@miltonespinozaf
@boottmills228
@suohuu
@dwlove9
@llviola
@mitchellvii
@sandra_greer
@deplorable4trum
@thomas1774paine
@stanishr

Top Tweeters in G8:
@tylasade
@sktrthom
@_mrpresident22
@filmessaying
@0takusenphai
@tbrownmedia
@glastoniall
@badhg21
@calypskei
@lilbitopetty

Top Tweeters in G9:
@ebumaa
@_ttaex2
@jnxmjh21
@pukpikcutie
@yarichapoo
@cutedimplestaen
@ppxxn_
@xxbxll03
@dwejisib
@aomhtp

Top Tweeters in G10:
@minsaude
@tozello
@juniormustang
@macoshenrique2
@mogicrz
@brasil20205
@mary3884436620
@japahandebol1
@luiscluz
@govbr


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