COVID, Twitter, 6/2/2020 2:41:53 PM, 228685


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COVID_2020-06-02_01-39-19.xlsx
COVID_2020-06-02_01-39-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2020
Short Description:
COVID via NodeXL https://bit.ly/3eLPV4K
@narendramodi
@pmoindia
@achyuta_samanta
@drharshvardhan
@realdonaldtrump
@drbalajimanohar
@aasthavij1
@msisodia
@pardeep06958794
@arvindkejriwal

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

Description:
Description
The graph represents a network of 8,155 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, 02 June 2020 at 08:41 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, 1-minute period from Sunday, 31 May 2020 at 12:16 UTC to Monday, 01 June 2020 at 12:18 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 : 8155
Unique Edges : 4564
Edges With Duplicates : 7933
Total Edges : 12497
Number of Edge Types : 5
Retweet : 3785
MentionsInRetweet : 4460
Tweet : 2162
Replies to : 503
Mentions : 1587
Self-Loops : 2183
Reciprocated Vertex Pair Ratio : 0.0040867651681861
Reciprocated Edge Ratio : 0.00814026299311208
Connected Components : 2550
Single-Vertex Connected Components : 617
Maximum Vertices in a Connected Component : 295
Maximum Edges in a Connected Component : 615
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.626629
Graph Density : 9.60661165873911E-05
Modularity : 0.587099
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 8,155 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, 02 June 2020 at 08:41 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, 1-minute period from Sunday, 31 May 2020 at 12:16 UTC to Monday, 01 June 2020 at 12:18 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:
[18] https://www.thedenverchannel.com/news/local-news/covid-survivor-receives-840-000-statement-for-treatment-with-more-on-the-way
[15] https://isha.sadhguru.org/in/hi/inner-engineering-online
[14] https://www.zerohedge.com/markets/german-official-leaks-report-denouncing-covid-19-global-false-alarm
[10] https://g1.globo.com/bemestar/coronavirus/noticia/2020/05/31/casos-de-coronavirus-e-numero-de-mortes-no-brasil-em-31-de-maio.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[9] https://lasillarota.com/nacion/aprobacion-de-amlo-cae-23-en-mayo-covid-19-pandemia-coronavirus-mexico/391689
[8] https://twitter.com/i/broadcasts/1ypKdQZklnYGW
[8] https://www.sinarharian.com.my/article/85597/KHAS/Koronavirus/Kes-baharu-positif-Covid-19-di-Batu-Gajah
[7] 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
[6] https://www.europeanmovement.co.uk/ask_your_mp_to_delay_brexit
[6] https://lasillarota.com/nacion/borran-los-extranos-datos-del-doctor-lopez-gatell-covid-19-coronavirus-pandemia-salud/397534

Top URLs in Tweet in G1:
[4] https://www.europeanmovement.co.uk/ask_your_mp_to_delay_brexit
[3] https://www.newindianexpress.com/states/odisha/2020/apr/02/two-dedicated-covid-19-hospitals-ready-to-treat-patients-in-odisha-2124747.html
[3] https://www.abc.net.au/news/2020-06-01/coronavirus-queensland-nathan-turner-no-covid-blackwater-autopsy/12307546
[2] https://www.sondakikaturk.com.tr/dunya/rusyada-covid-19-vaka-sayisi-400-bini-gecti-olu-sayisi-5-bine-h183070.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.youtube.com/watch?v=YVkUvmDQ3HY&feature=youtu.be

[2] https://www.zerohedge.com/markets/german-official-leaks-report-denouncing-covid-19-global-false-alarm
[2] https://www.hindustantimes.com/india-news/should-hospitals-be-reserved-for-delhi-residents-amid-covid-19-crisis-cm-kejriwal-seeks-public-vote/story-POuc1tBFHtFcHNhLBYqqvN.html
[2] http://www.msn.com/pt-br/saude/medicina/o-que-est%c3%a1-por-tr%c3%a1s-da-explos%c3%a3o-de-mortes-em-casa-em-meio-%c3%a0-pandemia-de-covid-19/ar-BB14S3fG?ocid=st2
[2] https://twitter.com/PhilippineStar/status/1267397205586894848
[2] https://www.thestar.com/news/gta/2020/05/30/people-with-disabilities-forgotten-amid-covid-19-pandemic-advocates-say-in-plea-for-federal-support.html

Top URLs in Tweet in G2:
[3] https://www.news18.com/news/india/education-department-officer-tested-positive-for-covid-19-in-mps-bhopal-2630833.html
[1] https://www.ndtv.com/cities/madhya-pradesh-4-year-old-in-madhya-pradesh-raped-killed-body-dumped-in-well-cops-2238835
[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] https://www.moneycontrol.com/news/india/lt-arm-converts-govt-healthcare-units-into-covid-19-patient-care-facilities-5341711.html
[1] https://twitter.com/ScottMorrisonMP/status/1266952463464071171
[1] https://vigyanprasar.gov.in/wp-content/uploads/vp-Covid-Newsletter-28may2020.pdf
[1] https://twitter.com/shivani24jain/status/1266980412644974595
[1] https://www.amarujala.com/india-news/nearly-half-of-the-total-cases-of-covid-19-in-the-country-appeared-in-the-fourth-phase-of-lockdown
[1] https://www.youtube.com/watch?v=Di-VmTFDKoY&feature=youtu.be


Top URLs in Tweet in G3:
[1] https://cbsn.ws/2ZtYKvu
[1] https://twitter.com/ASAPNYS/status/1258068256864309249
[1] http://ow.ly/eEkh30qLgED
[1] http://ow.ly/38uI30qL2uV

Top URLs in Tweet in G5:
[4] https://timesofindia.indiatimes.com/city/bhubaneswar/covid-19-pandemic-kiit-kiss-rise-to-the-occasion/articleshow/75534176.cms
[1] https://twitter.com/narendramodi/status/1042775906819817472?lang=en
[1] https://www.newindianexpress.com/states/odisha/2020/apr/02/two-dedicated-covid-19-hospitals-ready-to-treat-patients-in-odisha-2124747.html
[1] https://twitter.com/KIITUniversity/status/1267052650345844737
[1] https://www.firstpost.com/sports/coronavirus-outbreak-sprinter-dutee-chand-distributes-1000-food-packets-in-her-village-amid-lockdown-8353741.html
[1] https://kalingatv.com/state/kiit-and-kiss-take-initiative-for-covid-19-awareness/

Top URLs in Tweet in G9:
[4] https://www.vox.com/first-person/2020/4/25/21234774/coronavirus-covid-19-protest-anti-lockdown

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[234] covid_19
[208] covid19
[143] covid
[108] covid__19
[90] coronavirus
[64] kiitkissfightscovid19
[41] covid_19mx
[33] anonymous
[30] coronaisnotajoke
[27] myinnerengineering



Top Hashtags in Tweet in G1:
[29] covid19
[26] covid_19
[19] covid__19
[19] covid
[15] coronavirus
[7] kiitkissfightscovid19
[5] blacklivesmatter
[5] junkterrorbillnow
[4] news
[4] pause

Top Hashtags in Tweet in G2:
[10] studentswantkamalnathback
[8] mannkibaat
[5] stanley
[4] uttarpradesh
[4] rgpv_spreading_corona_virus
[3] zeejankarioncorona
[3] covidwarrior
[2] covid_19
[2] lockdown4
[2] kanpurfightscorona

Top Hashtags in Tweet in G3:
[8] covid
[3] addiction
[2] coronavirus
[2] covid_19
[2] prevention
[2] harmreduction
[2] treatment
[2] covid__19
[2] maga
[1] resistance

Top Hashtags in Tweet in G5:
[54] kiitkissfightscovid19
[6] odisha
[3] ksombbsr
[3] ksrmbbsr
[3] kimsbhubaneswar
[2] kimsbbsr
[1] kiithospitality
[1] kiitcompengg
[1] kiitel
[1] covidwarriors

Top Hashtags in Tweet in G7:
[1] media
[1] teamjessi

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:
[530] covid
[334] 19
[35] people
[29] more
[29] #covid19
[26] #covid_19
[23] cases
[20] due
[19] #covid__19
[19] #covid

Top Words in Tweet in G2:
[95] क
[66] covid
[45] र
[39] 19
[37] स
[31] ल
[31] ह
[31] indian
[30] द
[28] म

Top Words in Tweet in G3:
[39] covid
[26] 19
[25] realdonaldtrump
[20] people
[16] nygovcuomo
[9] trump
[9] dying
[9] americans
[8] response
[8] higher

Top Words in Tweet in G4:
[264] kes
[176] kematian
[176] dalam
[176] tempoh
[89] hari
[89] berturut
[89] turut
[88] tiada
[88] covid
[88] ada

Top Words in Tweet in G5:
[69] covid
[54] #kiitkissfightscovid19
[45] achyuta_samanta
[36] hospital
[35] kissfoundation
[23] kiituniversity
[22] kims
[18] hospitals
[18] state
[16] set

Top Words in Tweet in G6:
[80] curfew
[79] couldn
[79] impose
[79] strict
[79] stay
[79] home
[79] order
[79] corona
[79] speedy
[79] eight

Top Words in Tweet in G7:
[94] began
[76] covid
[56] 19
[54] mitchellvii
[49] america
[47] anyone
[47] thinks
[47] coincidence
[47] moment
[47] fade

Top Words in Tweet in G8:
[71] come
[71] cop
[71] outfitted
[71] avenger
[71] health
[71] care
[71] professionals
[71] fighting
[71] covid
[71] wearing

Top Words in Tweet in G9:
[59] democrats
[52] realjameswoods
[51] rioting
[51] re
[51] going
[50] much
[50] certain
[50] two
[50] weeks
[50] shitload

Top Words in Tweet in G10:
[126] came
[63] covid
[63] warning
[63] didn
[63] enough
[63] masks
[63] ppe
[63] tests
[63] peaceful
[63] protests

Top Word Pairs
Top Word Pairs in Tweet in G2:
[321] covid,19
[10] connected,indian
[10] indian,ocean
[9] ocean,united
[8] united,indian
[7] indian,samosa
[6] samosa,looks
[6] looks,delicious
[6] delicious,pm
[6] pm,scottmorrisonmp

Top Word Pairs in Tweet in G3:
[38] covid,19
[14] higher,rates
[14] people,health
[14] health,outcomes
[14] outcomes,worse
[14] worse,communities
[14] leadership,vacuum
[14] vacuum,response
[14] response,chaos
[14] chaos,covid

Top Word Pairs in Tweet in G4:
[25] kes,kematian
[7] dalam,tempoh
[7] tempoh,hari
[7] hari,berturut
[7] berturut,turut
[6] tiada,kes
[5] kematian,kes
[5] kes,covid
[5] covid,dalam
[5] turut,ada

Top Word Pairs in Tweet in G5:
[176] covid,hospital
[176] covid,hospitals
[89] standalone,covid
[89] kalinga,institute
[89] institute,medical
[88] medical,science
[88] science,kims
[88] kiituniversity,kissfoundation
[88] 500,beds
[88] under,leadership

Top Word Pairs in Tweet in G6:
[31] couldn,impose
[15] impose,curfew
[15] curfew,strict
[15] strict,stay
[14] stay,home
[14] home,order
[14] order,corona
[14] corona,speedy
[13] speedy,eight
[11] eight,pm

Top Word Pairs in Tweet in G7:
[79] covid,19
[79] anyone,thinks
[79] thinks,coincidence
[79] coincidence,moment
[79] moment,covid
[79] 19,began
[79] began,fade
[79] fade,threat
[79] threat,america
[79] america,began

Top Word Pairs in Tweet in G8:
[56] come,cop
[47] cop,outfitted
[47] outfitted,avenger
[47] avenger,health
[47] health,care
[47] care,professionals
[47] professionals,fighting
[47] fighting,covid
[47] covid,wearing
[47] wearing,barrels

Top Word Pairs in Tweet in G9:
[71] re,going
[71] much,certain
[71] certain,rioting
[71] rioting,two
[71] two,weeks
[71] weeks,re
[71] going,shitload
[71] shitload,sick
[71] sick,democrats
[71] realjameswoods,much

Top Word Pairs in Tweet in G10:
[51] covid,came
[50] came,warning
[50] warning,didn
[50] didn,enough
[50] enough,masks
[50] masks,ppe
[50] ppe,tests
[50] tests,peaceful
[50] peaceful,protests
[49] protests,came

Top Replied-To
Top Replied-To in Entire Graph:
@kissfoundation
@arvindkejriwal
@nygovcuomo
@realdonaldtrump
@achyuta_samanta
@ernestofaraujo
@wsj
@la_ser
@guardian
@damaresalves

Top Replied-To in G1:

Top Replied-To in G2:
@pmoindia
@narendramodi
@vijayabaskarofl

Top Replied-To in G3:
@nygovcuomo
@realdonaldtrump
@politvidchannel
@cbs12
@andrewfeinberg
@wajahatali
@danrather
@rferenc2
@annkim0502
@skynewsaust

Top Replied-To in G5:
@kissfoundation
@achyuta_samanta
@bput
@kiituniversity

Top Replied-To in G9:
@realjameswoods
@mattwalshblog

Top Mentioned
Top Mentioned in Entire Graph:
@tweetatok
@ishathepoet
@alexedelman
@beyabean
@mitchellvii
@realjameswoods
@iamujer_
@jairbolsonaro
@_karmenlunarx
@achyuta_samanta

Top Mentioned in G1:
@mjnenews
@talos_world
@enequiposepuede
@galactr0n
@financebubble
@pregnancyj
@sinfuerochiapas
@mamafeliz22
@canaanshekenah

Top Mentioned in G2:
@narendramodi
@scottmorrisonmp
@pmoindia
@cmofficeup
@myogiadityanath
@chouhanshivraj
@upgovt
@zeenews
@dev_fadnavis
@drharshvardhan

Top Mentioned in G3:
@realdonaldtrump
@nygovcuomo
@cbsnews
@concealcarrygrl
@nc_governor
@thomas1774paine
@ltgovhochulny
@shivsena
@jodygirlthatsme
@joebiden

Top Mentioned in G4:
@tweetatok

Top Mentioned in G5:
@achyuta_samanta
@kiituniversity
@kissfoundation
@kimspbmh
@kims_pbmh
@undp_india
@cmo_odisha
@ksombbsr
@ksrmbbsr

Top Mentioned in G6:
@ishathepoet

Top Mentioned in G7:
@mitchellvii
@2ch7_14
@votejessi2020

Top Mentioned in G8:
@alexedelman

Top Mentioned in G9:
@realjameswoods
@jrobertsmith1
@mattwalshblog
@huck68finn
@gaypatriottm

Top Mentioned in G10:
@beyabean
@ishathepoet

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@antar_kabar
@lapublicacion
@lacronologia
@lasillarota
@detikcom
@pairsonnalites
@kompascom
@conelmazodando
@telesurtv

Top Tweeters in G1:
@antar_kabar
@lapublicacion
@lacronologia
@pairsonnalites
@globalissuesweb
@sindonews
@ary_antipt
@lucas_wyrsch
@ia_regnum
@maduradascom

Top Tweeters in G2:
@aajtak
@uppolice
@zeenews
@amarujalanews
@deepakkhatri812
@ashalakariya
@tvmohandaspai
@ankurjain200607
@itslovelesh
@sandyy_dunes

Top Tweeters in G3:
@miamipapers
@cbsnews
@skynewsaust
@cbs12
@concealcarrygrl
@thomas1774paine
@richlimato1
@wajahatali
@lynnshawprod
@saldino1234

Top Tweeters in G4:
@seahorsekeeper_
@riff_nrg
@nadiadahliaa
@ntsyamra
@dih4aaa4
@syfsyzwn
@akidfadlin
@fthalwyh_
@ismahizzati_
@syuhaidamansor_

Top Tweeters in G5:
@mohfw_india
@undp_india
@naveen_odisha
@cmo_odisha
@achyuta_samanta
@kissfoundation
@drbalajimanohar
@aicte_india
@satya73338
@bputech

Top Tweeters in G6:
@vaniva123
@seanfiction
@ishathepoet
@nuna_rants
@taliyaharjane_
@_soulfulbeauty
@marleenabeana
@dustyrayohara
@_beckybuckwild
@irwisistable

Top Tweeters in G7:
@miltonespinozaf
@alicia45kag
@jantxnc
@putzie63
@boottmills228
@dorimuetz
@mitchellvii
@kind_deb
@mimi_florida
@thekidjnel7

Top Tweeters in G8:
@shes_radiant
@vonzazie
@paulamc45
@nathanoharaphd
@wickedlysteph
@jojonyc45
@ranchuayua
@nicolebonnet1
@melancholei
@chelledaaries

Top Tweeters in G9:
@drsue19380
@laneylane25
@realindasteding
@jrobertsmith1
@1proudamcitizen
@muth_carol
@zenfinitydesign
@southernms626
@flashmx1
@blackkurtosis

Top Tweeters in G10:
@pennytindall
@karlpedro_
@lovelyhyyh
@gxxnaa
@tjewelsom
@marinusdodouce
@angrybisexualtm
@jassarella
@tarantaquito
@latinaexchange


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