COVID-19, Twitter, 5/25/2020 2:39:44 PM, 228237


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COVID-19_2020-05-25_00-00-01.xlsx
COVID-19_2020-05-25_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/2XqwdnP
@realdonaldtrump
@theprincedylan
@who
@drharshvardhan
@dainikbhaskar
@narendramodi
@binugazi
@i__mystic
@pmoindia
@joebiden

Top hashtags:
#covid_19
#covid19
#coronavirus
#covid
#covidー19
#staythankstochallenge
#covid__19

Description:
Description
The graph represents a network of 8,069 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 Monday, 25 May 2020 at 07:02 UTC.

The requested start date was Monday, 25 May 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 2-day, 0-hour, 1-minute period from Friday, 22 May 2020 at 12:18 UTC to Sunday, 24 May 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 : 8069
Unique Edges : 4386
Edges With Duplicates : 8248
Total Edges : 12634
Number of Edge Types : 5
Retweet : 3857
MentionsInRetweet : 4541
Tweet : 2292
Mentions : 1620
Replies to : 324
Self-Loops : 2325
Reciprocated Vertex Pair Ratio : 0.00523892681377996
Reciprocated Edge Ratio : 0.0104232469993683
Connected Components : 2508
Single-Vertex Connected Components : 658
Maximum Vertices in a Connected Component : 428
Maximum Edges in a Connected Component : 786
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.449377
Graph Density : 9.72647111032245E-05
Modularity : 0.576755
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 8,069 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 Monday, 25 May 2020 at 07:02 UTC.

The requested start date was Monday, 25 May 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 2-day, 0-hour, 1-minute period from Friday, 22 May 2020 at 12:18 UTC to Sunday, 24 May 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:
[45] https://www.forbes.com/sites/zakdoffman/2020/03/27/covid-19-phone-location-tracking-its-moving-fast-this-is-whats-happening-now/
[18] https://www.theweek.in/news/sci-tech/2020/05/20/Novel-coronavirus-is-human-made-says-Australia-study.html
[17] https://abc7news.com/suicide-covid-19-coronavirus-rates-during-pandemic-death-by/6201962/
[11] https://disrn.com/news/washington-officials-admit-to-counting-gunshot-victims-as-covid-19-deaths
[11] https://dailycaller.com/2020/05/21/pennsylvania-68-percent-coronavirus-covid-19-deaths-nursing-homes/
[10] https://www.pref.fukuoka.lg.jp/contents/covid-19-cheering.html
[10] https://uol.page.link/DKBko
[9] https://www.msnbc.com/am-joy/watch/coronavirus-stats-manipulated-by-some-gop-governors-critics-say-83836997896?cid=sm_npd_ms_tw_jy
[9] https://pubmed.ncbi.nlm.nih.gov/32418114/
[7] https://www.economist.com/asia/2020/05/21/china-punishes-australia-for-promoting-an-inquiry-into-covid-19?fsrc=scn/tw/te/bl/ed/barleybarneyandbeefbeefchinapunishesaustraliaforpromotinganinquiryintocovid19asia

Top URLs in Tweet in G1:
[4] https://twitter.com/i/events/1264419482262372353
[3] https://twitter.com/i/events/1219057585707315201
[3] https://hausa.libertytvradio.com/covid-19-an-soke-hawan-sallah-a-masarautar-zazzau/
[3] https://truepundit.com/excusive-top-brokerage-house-asking-account-holders-covid-19-medical-questions-before-they-release-401k-funds/
[2] https://keuangannews.id/luhut-gelombang-kedua-covid-19-akan-terjadi/
[2] https://www.zehabesha.com/covid-19-pandemic-tax-remit-scheme-does-not-provide-relief-for-all/
[2] https://www.nation.co.ke/news/Coronavirus-Friday-Update-Kenya/1056-5560670-n4vet9z/index.html
[2] https://stat.unido.org/COVID-19
[2] https://www.youtube.com/watch?v=S_YQ1_xICfw

[2] http://Alokeeto.blogspot.com

Top URLs in Tweet in G2:
[1] https://twitter.com/dghisham/status/1264461434596888576

Top URLs in Tweet in G3:
[9] https://disrn.com/news/washington-officials-admit-to-counting-gunshot-victims-as-covid-19-deaths
[2] https://aapsonline.org/hcq-90-percent-chance/
[1] https://www.theguardian.com/world/2020/apr/03/california-church-coronvirus-outbreak-sacramento?CMP=share_btn_tw
[1] https://www.cnbc.com/2020/05/22/moderna-vaccine-researcher-it-mind-boggling-to-be-done-in-2020.html
[1] https://on.msnbc.com/2LONqC5
[1] https://twitter.com/seanhannity/status/1264277034651602945
[1] https://conservativedailypost.com/state-admits-counting-gunshot-victims-as-covid-19-deaths/
[1] https://abcnews.go.com/Politics/black-americans-latinos-times-died-covid-19-poll/story?id=70794789
[1] https://www.motherjones.com/kevin-drum/2020/05/how-much-mask-wearing-do-we-need/
[1] https://apnews.com/c8a542e2f22004c0c06cbbe1e1b58a52

Top URLs in Tweet in G4:
[2] https://thewire.in/health/gujarat-hc-vijay-rupani-govt-ahmedabad-covid-19
[2] https://www.hindustantimes.com/india-news/humans-can-pass-infection-to-animals-shows-research/story-VJmn6oimK3jvYcETnn9nlO.html
[2] https://www.loksatta.com/mumbai-news/coronavirus-lockdown-bjp-devendra-fadanvis-on-mahavikas-aghadi-social-media-paid-gang-sgy-87-2168358/
[1] https://thewire.in/rights/jyoti-kumari-bihar-gurgaon-cycle-covid-19-lockdown
[1] https://voiceofgujarat.in/gujarat-government-in-municipal-corporation-fixes-rate-for-private-hospitals-covid-19-treatment/
[1] https://twitter.com/i__Mystic/status/1264433057777373184?s=19
[1] https://mumbaimirror.indiatimes.com/mumbai/cover-story/only-26-left-totake-4000-calls-a-day-at-bmcs-control-room/amp_articleshow/75926634.cms?__twitter_impression=true
[1] https://isha.sadhguru.org/wisdom/article/mystic-decodes-covid-19
[1] https://www.change.org/p/hon-prime-minister-modiji-enough-is-enough-covid-19?recruiter=1092445093&recruited_by_id=89ec9220-9be5-11ea-b1c8-1b250baa2137&utm_source=share_petition&utm_medium=copylink&utm_campaign=petition_dashboard

Top URLs in Tweet in G5:
[1] https://www.theguardian.com/world/2020/may/20/global-report-covid-19-brazils-deadliest-day-as-trump-calls-us-cases-a-badge-of-honour
[1] https://twitter.com/peterjukes/status/1264522634907340801
[1] https://www.thetimes.co.uk/edition/news/three-weeks-of-dither-and-delay-on-coronavirus-that-cost-thousands-of-british-lives-05sjvwv7g
[1] https://www.theguardian.com/world/2020/may/12/former-counter-terror-official-tom-hurd-put-in-charge-new-uk-biosecurity-centre-coronavirus

Top URLs in Tweet in G7:
[6] https://unionradio.net/mexico-rompe-record-de-contagios-diarios-por-covid-19/?utm_source=dlvr.it&utm_medium=twitter
[4] http://www.minci.gob.ve/424-muertes-y-2-248-casos-nuevos-por-covid-19-en-mexico/
[3] https://www.vtv.gob.ve/coronavirus-58-casos-total-882-venezuela/
[2] https://www.youtube.com/watch?v=KokjwOiC5gY&feature=youtu.be

[2] http://www.mpprijp.gob.ve/?p=77202
[2] http://www.minci.gob.ve/coronavirus-covid-19/
[2] https://elperuano.pe/noticia-estas-son-actividades-economicas-estaran-permitidas-desde-lunes-25-96290.aspx
[1] http://bit.ly/3cZtAA2
[1] https://www.vtv.gob.ve/partir-lunes-distribuida-pasi-nomas-evitar-propague-covid-19/
[1] https://www.vtv.gob.ve/coronavirus-66-casos-total-1010-venezuela/

Top URLs in Tweet in G8:
[44] https://www.forbes.com/sites/zakdoffman/2020/03/27/covid-19-phone-location-tracking-its-moving-fast-this-is-whats-happening-now/
[8] https://dailycaller.com/2020/05/21/pennsylvania-68-percent-coronavirus-covid-19-deaths-nursing-homes/
[1] https://dailycaller.com/2020/05/22/not-closing-america-trump-second-wave-coronavirus-covid-19-stay-at-home-orders-lockdowns/
[1] https://www.wsbtv.com/news/local/atlanta/gov-kemp-give-update-states-response-coronavirus-testing-issues/C5P7NLT7JRCP7MAIPSLLS3PTFQ/

Top URLs in Tweet in G10:
[1] https://wellbeingtrust.org/areas-of-focus/policy-and-advocacy/reports/projected-deaths-of-despair-during-covid-19/

Top Domains
Top Domains in Tweet in Entire Graph:
[166] twitter.com
[78] bit.ly
[59] co.uk
[52] com.br
[52] forbes.com
[44] theguardian.com
[42] youtube.com
[31] trib.al
[30] com.mx
[20] ow.ly

Top Domains in Tweet in G1:
[41] twitter.com
[13] instagram.com
[12] theguardian.com
[11] com.br
[10] co.uk
[10] thetimes.gr
[7] msn.com
[6] com.ar
[5] com.mx
[5] linkedin.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[9] disrn.com
[2] aapsonline.org
[1] theguardian.com
[1] cnbc.com
[1] msnbc.com
[1] twitter.com
[1] conservativedailypost.com
[1] go.com
[1] motherjones.com
[1] apnews.com

Top Domains in Tweet in G4:
[3] thewire.in
[2] hindustantimes.com
[2] loksatta.com
[1] voiceofgujarat.in
[1] twitter.com
[1] indiatimes.com
[1] sadhguru.org
[1] change.org

Top Domains in Tweet in G5:
[2] theguardian.com
[1] twitter.com
[1] co.uk

Top Domains in Tweet in G7:
[13] gob.ve
[6] unionradio.net
[3] bit.ly
[2] youtube.com
[2] elperuano.pe
[1] gob.pe
[1] twitter.com

Top Domains in Tweet in G8:
[44] forbes.com
[9] dailycaller.com
[1] wsbtv.com

Top Domains in Tweet in G10:
[1] wellbeingtrust.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[385] covid_19
[251] covid19
[106] coronavirus
[85] covid
[55] covidー19
[36] staythankstochallenge
[29] covid__19
[28] 덕분에챌린지
[19] lockdown
[17] sehun



Top Hashtags in Tweet in G1:
[56] covid_19
[31] coronavirus
[28] covid19
[13] covidー19
[12] covid
[11] covid2019
[4] blogs
[3] factsmatter
[3] leadership
[3] digitaltransformation

Top Hashtags in Tweet in G3:
[5] covid
[3] gop
[3] ga7
[3] gapol
[2] hydroxychloroquine
[2] als
[1] coronavirus
[1] ccp
[1] covid_19
[1] trumpdeathtoll95k

Top Hashtags in Tweet in G4:
[2] covid_19
[2] savekutch
[1] bjpservesgujarat
[1] मध्य_प्रदेश_पुलिस_भर्ती2020
[1] anythingformumbai
[1] natocorona
[1] devendrafadnavis
[1] uddhavthackeray
[1] corona
[1] coronavirus

Top Hashtags in Tweet in G6:
[35] staythankstochallenge
[28] 덕분에챌린지
[4] straykids
[3] staycampaign
[2] dirumahsaja
[1] thankstochallenge
[1] 던분에챌린지
[1] waspadacovid19
[1] staysafestayhome
[1] thankstochallange

Top Hashtags in Tweet in G7:
[12] covid_19
[11] vivalahermandadvenezuelairán
[10] venceremosalcovid19
[8] atención
[8] 5/23/2020 12:00:00 AM
[7] venezuelavictoriosa
[6] unionradio
[5] 5/24/2020 12:00:00 AM
[5] quedateencasa
[4] covid

Top Hashtags in Tweet in G8:
[1] gapol

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:
[565] 19
[553] covid
[56] #covid_19
[49] cases
[45] pandemic
[37] क
[36] coronavirus
[35] 000
[31] #coronavirus
[31] casos

Top Words in Tweet in G2:
[259] leadership
[235] covid
[235] 19
[232] genovia
[232] hasn
[232] reported
[232] single
[232] case
[232] true
[232] looks

Top Words in Tweet in G3:
[105] covid
[83] 19
[52] day
[49] realdonaldtrump
[38] trump
[31] joebiden
[29] donald
[29] threat
[27] hard
[27] truth

Top Words in Tweet in G4:
[25] covid
[21] 19
[16] narendramodi
[12] र
[8] india
[8] government
[8] क
[8] स
[7] people
[6] pmoindia

Top Words in Tweet in G5:
[76] cummings
[67] peterjukes
[65] durham
[63] terrifying
[63] point
[63] former
[63] police
[63] chief
[63] mike
[63] barton

Top Words in Tweet in G6:
[76] stay
[73] nominated
[73] stray_kids
[70] campaign
[69] jisung
[66] hello
[49] joined
[44] covid
[44] 19
[41] ina

Top Words in Tweet in G7:
[65] 19
[63] covid
[31] casos
[29] nicolasmaduro
[17] nuevos
[17] prevención
[13] nuestro
[12] #covid_19
[12] pueblo
[12] venezuela

Top Words in Tweet in G8:
[44] slippery
[44] slope
[44] starts
[44] same
[44] way
[44] abortion
[44] going
[44] safe
[44] legal
[44] rare

Top Words in Tweet in G10:
[3] nine

Top Word Pairs
Top Word Pairs in Tweet in G2:
[544] covid,19
[30] genovia,hasn
[23] hasn,reported
[16] reported,single
[13] single,case
[13] case,covid
[10] 19,true
[10] true,leadership
[9] leadership,looks
[9] theprincedylan,genovia

Top Word Pairs in Tweet in G3:
[235] covid,19
[232] donald,trump
[232] hard,truth
[232] truth,donald
[232] trump,ignored
[232] ignored,warnings
[232] warnings,health
[232] health,experts
[232] experts,intelligence
[231] intelligence,agencies

Top Word Pairs in Tweet in G4:
[77] covid,19
[28] fighting,covid
[27] thank,prime
[27] prime,minister
[27] minister,pkjugnauth
[27] pkjugnauth,warm
[27] warm,conversation
[27] conversation,today
[27] today,congratulations
[27] congratulations,successfully

Top Word Pairs in Tweet in G5:
[21] terrifying,point
[5] point,former
[4] former,durham
[4] durham,police
[4] police,chief
[4] chief,mike
[4] mike,barton
[4] barton,bbc
[4] bbc,given
[4] given,cummings

Top Word Pairs in Tweet in G6:
[63] campaign,nominated
[63] nominated,jisung
[63] joined,campaign
[63] covid,19
[63] stay,ina
[63] ina,joined
[63] jisung,stray_kids
[63] stray,kids
[63] jisung,stray
[63] hello,stay

Top Word Pairs in Tweet in G7:
[62] covid,19
[59] casos,covid
[49] nuevos,casos
[44] #vivalahermandadvenezuelairán,nicolasmaduro
[38] pueblo,venezolano
[33] nuestro,cj
[32] cj,nicolasmaduro
[30] 66,nuevos
[27] últimas,24
[26] 24,horas

Top Word Pairs in Tweet in G8:
[63] slippery,slope
[13] slope,starts
[12] starts,same
[10] same,way
[9] way,abortion
[7] abortion,going
[7] going,safe
[7] safe,legal
[7] legal,rare
[7] realjameswoods,slippery

Top Word Pairs in Tweet in G9:

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@covid__19____
@fredtjoseph
@matthancock
@cmofficeup
@ntvkenya
@deanna4congress
@juninholima
@hillaryclinton
@ashokgehlot51

Top Replied-To in G2:
@ryantempletbh

Top Replied-To in G3:
@realdonaldtrump
@ingrahamangle
@cnbc
@realgspatton007
@johnkstahlusa
@alexandrachalup
@nothoodlum
@kloeffler
@geegeeakili
@billyjack2016

Top Replied-To in G4:
@nrajabpcl
@chouhanshivraj
@goairlinesindia
@narendramodi
@hardeepspuri
@mybmc
@authackeray

Top Replied-To in G5:
@carolecadwalla
@tamcohen
@peterjukes
@lewis_goodall

Top Replied-To in G7:
@minsa_peru

Top Replied-To in G9:
@cbowling4512

Top Replied-To in G10:
@tertiusiii

Top Mentioned
Top Mentioned in Entire Graph:
@theprincedylan
@stray_kids
@peterjukes
@realjameswoods
@realdonaldtrump
@ailtonbenedito
@naouma_
@joebiden
@nicolasmaduro
@remotedarren

Top Mentioned in G1:
@minuto30com
@wwlamfm
@keuangann
@kk131066
@rrodriguez0750
@gheshes
@crickchris
@makingitmag
@lwiebeld
@reinadelaselva

Top Mentioned in G2:
@theprincedylan
@remotedarren
@omgshutupvee
@ryantempletbh

Top Mentioned in G3:
@realdonaldtrump
@joebiden
@avenaim
@tomfitton
@disrnnews
@potus
@cain_nate
@realdonaldtrum
@judgejeanine
@vp

Top Mentioned in G4:
@narendramodi
@pmoindia
@pkjugnauth
@gotabayar
@svaradarajan
@thewire_in
@sadhgurujv
@mybmc
@mp_husbandry
@rewacollector

Top Mentioned in G5:
@peterjukes
@mattgarrahan
@carolecadwalla
@lewis_goodall
@katylindemann
@tamcohen
@smith1973_lee

Top Mentioned in G6:
@stray_kids
@kemenkesri
@jekaaa02
@salirum
@berchanda
@hnjs9
@mine_cii
@hwangtupai_
@amenghajeagain
@straykzs

Top Mentioned in G7:
@nicolasmaduro
@vtvcanal8
@libertad020
@drodriven2
@unionradionet
@lisbeth2111
@mippcivzla
@mpvzulia3
@ceballosichaso
@miguelhotero

Top Mentioned in G8:
@realjameswoods
@dailycaller
@briankempga
@ophidianpilot
@onlinekyne

Top Mentioned in G9:
@wesmar_69
@thereseosulliv2
@klee34036780
@skrnyc5
@wookietim
@toccyla
@chieflizwarren
@allie4christ
@hrt6017
@boodacat2020

Top Mentioned in G10:
@jamie_foxworthy
@hazypeter
@rodeson42
@mental_universe
@thegod_particle
@andyguy
@gayestspiderman
@dougstone2019
@freewillburnya
@driftlessprof

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@pulpnews
@tomthunkitsmind
@americanair
@extravzla
@tuitsugerido
@detikcom
@robinsnewswire

Top Tweeters in G1:
@elnacionalweb
@pulpnews
@tuitsugerido
@robinsnewswire
@jornalfloripa
@yoloxokotl
@ktnewsonline
@elpitazotv
@tribunnews
@radiohuancavilk

Top Tweeters in G2:
@deevaofficial
@xaminyx
@sorevelink
@ooweejeweldag
@peachy_hyuck
@srhjzl
@yoruxnes
@srhuevofrito
@bananahoe
@keleccini

Top Tweeters in G3:
@djsiri
@wherepond
@cnbc
@frackhazreveal
@ap
@aschettino
@rohll5
@realgspatton007
@socalvalleygal
@msnbc

Top Tweeters in G4:
@cantstopulovinm
@gyanguru2707
@paraskghelani
@loksattalive
@mumbaipolice
@hamara_desh
@namoarunima
@athavale_abhi
@rohinishah73
@pankaj_namo

Top Tweeters in G5:
@ferguson2811
@flomoll
@peterjukes
@punkpuffin
@petebestuk
@rwhitechurch
@awumman
@enfieldforeu
@jamdodger4
@johngillibrand

Top Tweeters in G6:
@calilovesskz
@skzsamlinoo
@seukijeuboys
@kemenkesri
@auryn_aprillia
@youngdhyun22
@straykidssun
@minbbul
@dandybooii
@gdaychans

Top Tweeters in G7:
@vtvcanal8
@reporteya
@unionradionet
@marisanba1
@agencia_andina
@amelia74698445
@noticias_tvperu
@maricrespo56
@radionacionalfm
@mippcivzla

Top Tweeters in G8:
@ophidianpilot
@dailycaller
@eviethekid
@darylmox
@patriottweetz
@swamp_fever2020
@gwammasinger
@spotswoode
@rnneels
@serpentwyne

Top Tweeters in G9:
@thereseosulliv2
@rickysi16087724
@wtpatty
@klee34036780
@mary122514
@mongo3804
@beaderino1
@mdaddythefirst
@wookietim
@lostandlovinit

Top Tweeters in G10:
@catheri77148739
@thegod_particle
@mirandadied4u
@nosciencedenial
@andyguy
@tertiusiii
@malo_j
@takethatepi
@imkimaaron
@rjmx