COVID, Twitter, 5/14/2020 11:46:46 PM, 226731


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COVID_2020-05-14_01-54-28.xlsx
COVID_2020-05-14_01-54-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2020
Short Description:
COVID via NodeXL https://bit.ly/2WUICAo
@realdonaldtrump
@ingrahamangle
@bluemoo43107939
@navarrrock
@sweetsandytweet
@901memtn
@brithume
@cnn
@nygovcuomo
@lillymckim

Top hashtags:
#covid_19
#covid19
#covid
#coronavirus
#covidー19
#covid_19mx
#internationalnursesday

Description:
Description
The graph represents a network of 8,728 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 Thursday, 14 May 2020 at 08:56 UTC.

The requested start date was Thursday, 14 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 1-day, 0-hour, 0-minute period from Tuesday, 12 May 2020 at 12:22 UTC to Wednesday, 13 May 2020 at 12:23 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 : 8728
Unique Edges : 5192
Edges With Duplicates : 7937
Total Edges : 13129
Number of Edge Types : 5
Retweet : 3712
MentionsInRetweet : 4554
Replies to : 467
Tweet : 2536
Mentions : 1860
Self-Loops : 2565
Reciprocated Vertex Pair Ratio : 0.00597014925373134
Reciprocated Edge Ratio : 0.0118694362017804
Connected Components : 2904
Single-Vertex Connected Components : 685
Maximum Vertices in a Connected Component : 514
Maximum Edges in a Connected Component : 1028
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.327829
Graph Density : 8.84871449971889E-05
Modularity : 0.595621
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 8,728 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 Thursday, 14 May 2020 at 08:56 UTC.

The requested start date was Thursday, 14 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 1-day, 0-hour, 0-minute period from Tuesday, 12 May 2020 at 12:22 UTC to Wednesday, 13 May 2020 at 12:23 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:
[29] https://www.itv.com/news/london/2020-05-12/station-ticket-office-worker-dies-with-covid-19-after-being-spat-at/
[17] https://www.hsj.co.uk/coronavirus/exclusive-test-data-from-commercial-labs-going-into-black-hole/7027619.article?mkt_tok=eyJpIjoiWm1ZeE5EVm1PR1UzWlRRMCIsInQiOiI3Ym9xKzBGQVRaMDVqUVJNa3NIQ0hYcEZNUWhDR3pUN3ZpOWJZVEpFbmxrVUJUajdxMkxkRlUxcHNQOG5HV1JCaUdZc2puWHZ1VnRjZVlVbzlSTDRWZ3JkQUFrbnZHTkx2VWFBXC9xWVpaaFJoZ1ptRExPVEYyR2Q4SnRmK0F4czgifQ%3D%3D
[16] https://www.abc.es/espana/comunidad-valenciana/abci-covid-19-juan-roig-renuncia-sueldo-y-beneficio-mercadona-y-destina-70-millones-sociedad-espanola-202005120918_noticia.html#vca=rrss&vmc=abc-es&vso=tw&vli=cm-general&_tcode=YXd1dXox
[14] https://www.vilaweb.cat/noticies/paradisos-fiscals-ajudes-covid-19-govern-espanyol/
[12] https://justthenews.com/government/fda-authorizes-first-covid-19-antigen-test#.Xrg0kjUEug4.twitter
[9] https://amazingnara.com/lima-perompak-perlu-buat-ujian-saringan-gara-gara-merompak-rumah-milik-pesakit-covid-19/
[8] https://www.der-postillon.com/2020/05/covid-20.html
[8] https://www.youtube.com/watch?v=_0qf23ZVBdY&feature=youtu.be

[7] https://dailycaller.com/2020/05/11/doctor-deborah-birx-coronavirus-covid-19-death-toll-inflated-numbers-cases-cdc-white-house-meeting-report/
[6] https://www.dailymail.co.uk/news/article-8261149/SAGE-warned-Government-early-care-homes-risk-COVID-19.html

Top URLs in Tweet in G1:
[3] https://www.itv.com/news/london/2020-05-12/station-ticket-office-worker-dies-with-covid-19-after-being-spat-at/
[3] https://forms.office.com/Pages/ResponsePage.aspx?id=Uq5PHbM5-kuwswIpVrERlHwEbkzD8vBKm-p57rP83ChURDdCTFZUMzE4VTJKWVdSMVNIMEpIQ1NOSiQlQCN0PWcu
[3] https://naijatell.com/entertainment/pan-african-leaders-share-critical-perspectives-on-covid-19-pandemic/
[3] https://kindlywakethehellup.wordpress.com/2020/05/13/there-is-nothing-from-the-cdc-i-can-trust-dr-birx-tells-off-cdc-director-claims-covid-19-mortality-rate-inflated-by-as-much-as-25/
[2] http://www.ara.cat/_9225dcc3?s=t
[2] https://twitter.com/realDonaldTrump/status/1260174133935124481
[2] http://dlvr.it/RWRfml
[2] https://www.milenio.com/opinion/leopoldo-gomez/tercer-grado/mexico-y-la-vacuna-contra-el-covid-19
[2] https://cdn.cse.lk/cmt/announcement_portal_prod/Disclosure
[2] Regarding

Top URLs in Tweet in G2:
[4] https://dailycaller.com/2020/05/11/doctor-deborah-birx-coronavirus-covid-19-death-toll-inflated-numbers-cases-cdc-white-house-meeting-report/
[4] https://trib.al/pjIpcC7
[3] https://www.washingtonexaminer.com/opinion/desantis-and-kemp-see-low-death-rates-in-states-despite-media-hate
[1] https://wired.trib.al/jd30OeX
[1] https://www.medrxiv.org/content/10.1101/2020.05.05.20088757v1
[1] https://www.dispatch.com/opinion/20200321/dewinersquos-tough-decisions-have-been-in-ohiorsquos-best-interest
[1] https://justthenews.com/government/fda-authorizes-first-covid-19-antigen-test#.Xrg0kjUEug4.twitter
[1] https://www.wavy.com/news/health/coronavirus/virginia-nc-receive-millions-to-support-coronavirus-testing/
[1] https://www.chicagobusiness.com/greg-hinz-politics/polls-thumbs-pritzkers-handling-covid-19
[1] http://www.cidrap.umn.edu/news-perspective/2020/05/study-finds-no-hydroxychloroquine-effect-death-severe-covid-19

Top URLs in Tweet in G3:
[2] https://www.project-syndicate.org/commentary/kerala-model-for-beating-covid-19-by-shashi-tharoor-2020-05
[1] https://khabar.ndtv.com/news/india/coronavirus-lockdown-labourers-over-pm-modi-economic-package-amid-covid-19-outbreak-2227830
[1] https://twitter.com/BJP4India/status/1260518647111409664
[1] https://biospectrumindia.com/news/16/16425/genei-laboratories-to-make-a-versatile-covid-19-kit.html
[1] https://timesofindia.indiatimes.com/india/covid-19-bengaluru-firm-to-mass-produce-iit-d-developed-testing-kits-in-vizag/articleshow/75696138.cms
[1] https://www.facebook.com/rathindraOFC/

Top URLs in Tweet in G4:
[2] https://www.researchgate.net/publication/341345151_Covid-19_Pathophysiology_Interactions_of_Gut_Microbiome_Melatonin_Vitamin_D_Stress_Kynurenine_and_the_Alpha_7_Nicotinic_Receptor_Treatment_Implications
[2] https://hei.org.ng/effects-of-covid-19-in-nigeria/
[1] https://twitter.com/ninachigbo/status/1260517608299905024
[1] http://www.juventudrebelde.cu/internacionales/2020-05-12/covid-19-la-oms-considera-que-ee-uu-y-brasil-no-tomaron-en-serio-las-advertencias-desde-el-principio
[1] http://www.granma.cu/cuba-covid-19/2020-05-12/nuevo-sistema-cubano-de-diagnostico-de-la-covid-19-permitira-ampliar-estudios-en-la-poblacion-12-05-2020-01-05-45
[1] http://www.granma.cu/cuba-covid-19/2020-05-13/de-la-cuarentena-a-la-normalidad-13-05-2020-00-05-46
[1] http://RACAP.com/covid-19
[1] https://africa-newsroom.com/press/coronavirus-cote-divoire--point-de-la-situation-covid19-du-12-mai-2020?lang=fr
[1] https://hsr2020.healthsystemsresearch.org/update-hsr2020-and-covid-19
[1] https://bit.ly/3cFtwFe

Top URLs in Tweet in G5:
[6] https://www.itv.com/news/london/2020-05-12/station-ticket-office-worker-dies-with-covid-19-after-being-spat-at/
[6] https://www.dailymail.co.uk/news/article-8261149/SAGE-warned-Government-early-care-homes-risk-COVID-19.html
[2] https://www.gov.uk/government/publications/guidance-for-social-or-community-care-and-residential-settings-on-covid-19/guidance-for-social-or-community-care-and-residential-settings-on-covid-19#guidance-on-facemasks
[2] https://www.google.co.uk/amp/s/www.independent.co.uk/news/uk/politics/boris-johnson-coronavirus-lockdown-covid-19-nhs-sage-independent-david-king-a9510106.html%3Famp
[1] https://www.theguardian.com/world/2020/may/06/we-have-had-zero-information-gps-in-the-dark-over-covid-19-tests
[1] https://twitter.com/danbarker/status/1260530359122432001
[1] https://twitter.com/BBCBreakfast/status/1260117903053066240
[1] https://www.facebook.com/notes/priti-patel/read-my-article-in-todays-daily-express/1088852248166657/
[1] https://www.statnews.com/2020/04/08/doctors-say-ventilators-overused-for-covid-19/
[1] https://www.independent.co.uk/news/uk/politics/boris-johnson-coronavirus-lockdown-covid-19-nhs-sage-independent-david-king-a9510106.html

Top URLs in Tweet in G6:
[6] https://www.cbsnews.com/news/coronavirus-in-asia-new-cases-wuhan-china-seoul-south-korea-test-contain-covid-today-2020-05-13/?ftag=CNM-00-10aab7e&linkId=88529521
[2] http://cbsnews.com/news/trump-administration-coronavirus-vaccine-researcher-covid-19-cure-60-minutes/?ftag=CNM-00-10aab7e&linkId=88426888
[2] https://www.medscape.com/viewarticle/930150?src=soc_tw_200513_mscpedt_news_mdscp_ptsd&faf=1
[1] https://cbsn.ws/3fyjDvd
[1] https://dailysoundandfury.com/lawyer-shuts-down-fox-news-obamagate-talking-points-in-60-seconds-leaving-host-speechless/
[1] https://www.vox.com/covid-19-coronavirus-explainers/2020/4/23/21228971/essential-workers-stories-coronavirus-hazard-pay-stimulus-covid-19
[1] https://gma.abc/2Wq3CQh
[1] https://www.8newsnow.com/news/politics/republicans-democrats-at-odds-over-federal-covid-19-response/

Top URLs in Tweet in G8:
[3] https://mazo4f.com/indigenas-ecuatorianos-huyen-a-la-selva-para-protegerse-del-covid-19
[2] https://mazo4f.com/eeuu-reporta-1900-nuevas-muertes-por-covid-19-en-las-ultimas-24-horas
[2] https://mazo4f.com/casos-de-covid-19-en-venezuela-ascienden-a-422
[2] https://mazo4f.com/maxima-seguridad-conozca-el-laboratorio-p4-de-wuhan-que-estudia-el-covid-19
[2] https://mazo4f.com/chomsky-a-trump-eres-culpable-de-las-miles-de-muertes-de-estadounidenses-covid-19
[2] https://mazo4f.com/lamentable-fallecen-mas-de-80-mil-personas-en-eeuu-por-covid-19-en-las-ultimas-24-horas
[2] https://twitter.com/Mippcivzla/status/1260178162048172032
[1] https://bit.ly/3boSibt

Top URLs in Tweet in G9:
[2] https://www.ndtv.com/india-news/political-earthquake-after-covid-19-crisis-maharashtra-bjp-chief-chandrakant-patil-2228207
[1] https://twitter.com/sdpirizwan/status/1260533289858863104
[1] https://www.ndtv.com/opinion/5-lessons-for-modi-on-covid-19-by-ramachandra-guha-2227259

Top Domains
Top Domains in Tweet in Entire Graph:
[234] twitter.com
[98] bit.ly
[81] co.uk
[55] com.br
[43] youtube.com
[35] itv.com
[29] theguardian.com
[24] trib.al
[20] ow.ly
[19] gov.uk

Top Domains in Tweet in G1:
[52] twitter.com
[18] com.br
[12] youtube.com
[9] co.uk
[8] instagram.com
[6] theguardian.com
[6] wordpress.com
[4] ara.cat
[4] com.au
[4] yahoo.com

Top Domains in Tweet in G2:
[5] trib.al
[4] dailycaller.com
[4] washingtonexaminer.com
[3] twitter.com
[2] umn.edu
[2] csmonitor.com
[2] thegatewaypundit.com
[1] medrxiv.org
[1] dispatch.com
[1] justthenews.com

Top Domains in Tweet in G3:
[2] project-syndicate.org
[1] ndtv.com
[1] twitter.com
[1] biospectrumindia.com
[1] indiatimes.com
[1] facebook.com

Top Domains in Tweet in G4:
[3] bit.ly
[2] granma.cu
[2] researchgate.net
[2] org.ng
[1] twitter.com
[1] juventudrebelde.cu
[1] racap.com
[1] africa-newsroom.com
[1] healthsystemsresearch.org
[1] zoom.us

Top Domains in Tweet in G5:
[9] co.uk
[6] itv.com
[3] twitter.com
[2] gov.uk
[1] theguardian.com
[1] facebook.com
[1] statnews.com

Top Domains in Tweet in G6:
[8] cbsnews.com
[2] medscape.com
[1] cbsn.ws
[1] dailysoundandfury.com
[1] vox.com
[1] gma.abc
[1] 8newsnow.com

Top Domains in Tweet in G8:
[13] mazo4f.com
[2] twitter.com
[1] bit.ly

Top Domains in Tweet in G9:
[3] ndtv.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[288] covid_19
[279] covid19
[202] covid
[116] coronavirus
[50] covidー19
[36] covid_19mx
[22] internationalnursesday
[19] lockdown
[16] quédateencasa
[15] china



Top Hashtags in Tweet in G1:
[29] covid_19
[28] covid19
[21] covid
[9] coronavirus
[6] covidー19
[5] corona
[4] covid19india
[4] indiafightscorona
[4] lockdown
[4] china

Top Hashtags in Tweet in G2:
[3] covid
[2] obamagate
[1] reopeningamerica
[1] coronaviruspandemic
[1] saferathome
[1] flattenthecurve
[1] q
[1] qanon
[1] maga
[1] tyrantjacinda

Top Hashtags in Tweet in G3:
[4] internationalnursesday
[4] kerala
[4] covid
[3] aatmanirbharbharatabhiyan
[2] covid_19
[2] aatmanirbharbharat
[2] covid__19
[2] internationalnursesday2020
[1] aatmanirbhar
[1] pmcaresfund_का_हिसाब_दो

Top Hashtags in Tweet in G4:
[16] covid19
[5] covid_19
[3] cubasalvavidas
[3] cuba
[2] physiocovid
[2] coronavirus
[2] hsr2020
[2] juntosecuador
[1] eeuu
[1] brasil

Top Hashtags in Tweet in G5:
[3] covid19
[2] pmqs
[2] stayalert
[2] lockdown
[1] keepsafe
[1] dangerousignorance
[1] lestweforget
[1] covid

Top Hashtags in Tweet in G6:
[2] covid
[1] 7daysonthefrontline
[1] coronavirususa
[1] ukcoronavirus
[1] joebiden2020
[1] usacoronavirus
[1] uscovid19
[1] covid_19india
[1] votebluetoendthisnightmare
[1] obamagate

Top Hashtags in Tweet in G8:
[9] máximaprotección
[8] covid_19
[7] furiabolivarianaimbatible
[6] mazo300conchávezporsiempre
[5] 5/12/2020 12:00:00 AM
[3] unióntrabajoyproducción
[3] china
[3] 0.5
[3] AM
[2] fotos

Top Hashtags in Tweet in G9:
[15] covid_19
[5] राजस्थान2000डॉक्टर्स_मांगे_नियुक्ति
[4] लैबटेक्नीशियन
[3] covid
[2] waiveoffelectricityandwaterbill
[2] pharmacists
[1] filluprajasthanpolicevacancy2018
[1] gstamnesty
[1] real_coronawarrior_labtechnician
[1] corona

Top Words
Top Words in Tweet in Entire Graph:
[2968] Words in Sentiment List#1: Positive
[4088] Words in Sentiment List#2: Negative
[27] Words in Sentiment List#3: Angry/Violent
[182040] Non-categorized Words
[189098] Total Words
[4948] covid
[3402] 19
[452] क
[348] cases
[305] people

Top Words in Tweet in G1:
[610] covid
[458] 19
[30] cases
[29] #covid_19
[28] more
[28] #covid19
[25] pandemic
[24] crisis
[23] people
[21] em

Top Words in Tweet in G2:
[124] covid
[85] ingrahamangle
[80] cdc
[78] 19
[73] virus
[73] realdonaldtrump
[70] official
[69] cases
[69] potentially
[68] later

Top Words in Tweet in G3:
[60] क
[52] र
[40] day
[37] narendramodi
[36] द
[31] म
[31] 19
[30] न
[30] त
[30] covid

Top Words in Tweet in G4:
[25] covid
[21] 19
[16] #covid19
[9] lenin
[7] africacdc
[6] physical
[6] spread
[5] hizo
[5] level
[5] state

Top Words in Tweet in G5:
[40] covid
[28] borisjohnson
[22] care
[21] being
[17] piersmorgan
[16] 19
[12] very
[12] sent
[12] elderly
[11] government

Top Words in Tweet in G6:
[39] covid
[36] cbsnews
[30] home
[30] lawyer
[29] breaking
[29] kevin
[29] downing
[29] confirms
[29] client
[29] paul

Top Words in Tweet in G7:
[126] over
[67] covid
[65] americans
[64] muktab_
[63] still
[63] tired
[63] decided
[2] please
[2] stay
[2] tune

Top Words in Tweet in G8:
[32] covid
[29] 19
[27] nicolasmaduro
[12] venezuela
[9] #máximaprotección
[8] pdte
[8] nuestro
[8] presidente
[8] #covid_19
[8] cuarentena

Top Words in Tweet in G9:
[102] क
[85] त
[80] र
[72] स
[44] म
[29] ग
[29] ज
[28] श
[27] ashokgehlot51
[27] ह

Top Words in Tweet in G10:
[51] sim
[51] eu
[51] penso
[51] em
[51] vc
[51] vacina
[51] pro
[51] covid
[50] porrafaelreis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3280] covid,19
[95] 19,pandemic
[77] during,covid
[74] 19,cases
[74] #covid,19
[71] 19,crisis
[71] care,homes
[69] covid,deaths
[69] cdc,later
[69] later,confirmed

Top Word Pairs in Tweet in G1:
[444] covid,19
[14] 19,pandemic
[13] 19,cases
[11] during,covid
[9] 19,crisis
[9] #covid,19
[9] total,personas
[7] casos,covid
[6] spread,covid
[6] stay,home

Top Word Pairs in Tweet in G2:
[76] covid,19
[68] cdc,later
[68] later,confirmed
[68] confirmed,including
[68] including,probable
[68] probable,cases
[68] cases,virus
[68] virus,official
[68] official,counts
[68] counts,potentially

Top Word Pairs in Tweet in G3:
[27] covid,19
[21] express,gratitude
[19] international,day
[19] day,nurse
[19] nurse,special
[19] special,day
[19] day,express
[19] gratitude,phenomenal
[19] phenomenal,nurses
[19] nurses,working

Top Word Pairs in Tweet in G4:
[20] covid,19
[6] spread,covid
[5] public,health
[4] considering,level
[4] level,compliance
[4] compliance,government's
[4] government's,directives
[4] directives,limiting
[4] limiting,spread
[4] 19,lagos

Top Word Pairs in Tweet in G5:
[15] covid,19
[10] care,homes
[7] borisjohnson,matthancock
[7] elderly,covid
[7] back,care
[7] patients,tested
[6] very,unlikely
[6] care,home
[6] absolutely,horrific
[6] very,successful

Top Word Pairs in Tweet in G6:
[29] breaking,lawyer
[29] lawyer,kevin
[29] kevin,downing
[29] downing,confirms
[29] confirms,cbsnews
[29] cbsnews,client
[29] client,paul
[29] paul,manafort
[29] manafort,released
[29] released,morning

Top Word Pairs in Tweet in G7:
[63] still,over
[63] over,americans
[63] americans,tired
[63] tired,covid
[63] covid,decided
[63] decided,over
[62] muktab_,still
[2] please,stay
[2] stay,tune
[2] tune,june

Top Word Pairs in Tweet in G8:
[29] covid,19
[8] pdte,nicolasmaduro
[6] últimas,24
[6] 24,horas
[6] #furiabolivarianaimbatible,#mazo300conchávezporsiempre
[5] urgente,porqué
[5] porqué,debemos
[5] debemos,apoyar
[5] apoyar,extensión
[5] extensión,cuarentena

Top Word Pairs in Tweet in G9:
[25] क,त
[21] त,र
[18] च,क
[16] त,स
[14] स,ग
[14] र,श
[14] नर,स
[14] श,र
[14] स,म
[12] र,ashokgehlot51

Top Word Pairs in Tweet in G10:
[51] sim,eu
[51] eu,penso
[51] penso,em
[51] em,vc
[51] vc,vacina
[51] vacina,pro
[51] pro,covid
[50] porrafaelreis,sim

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@piersmorgan
@bbcscotlandnews
@samstein
@tim52184057
@skynews
@gop
@scjohnson90
@biden202015
@borisjohnson

Top Replied-To in G1:
@akrspindia

Top Replied-To in G2:
@realdonaldtrump
@jackposobiec
@gop
@biden202015
@donaldjtrumpjr
@ingrahamangle
@johnmimeault
@chirping3rd
@gopchairwoman
@teamtrump

Top Replied-To in G3:
@amitshah
@sardesairajdeep
@cgidubai
@piyushgoyal
@sengarlive

Top Replied-To in G4:
@lenin
@ncdcgov
@wenzelmichalski
@ottosonnenh
@cntapsecuador

Top Replied-To in G5:
@piersmorgan
@borisjohnson
@adventurespark1
@willblackwriter
@really_grumpy
@rormac
@profkarolsikora
@drwonko42

Top Replied-To in G6:
@mattwalshblog
@robinroberts

Top Replied-To in G7:
@muktab_

Top Replied-To in G8:
@psuv30

Top Replied-To in G9:
@ndtv
@officeofhbfan
@ashokgehlot51
@raghusharmainc
@drdeepak21
@rishibagree
@rajgovofficial

Top Mentioned
Top Mentioned in Entire Graph:
@ingrahamangle
@muktab_
@realdonaldtrump
@porrafaelreis
@narendramodi
@cbsnews
@cnn
@cbs_herridge
@nicolasmaduro
@borisjohnson

Top Mentioned in G1:
@arnaudz1
@timbarrus
@ab_guardacostas
@elmartutino
@s_u_dikko
@cuervodiazdiana
@henrysam230gma3
@agarwalseema2
@manuelbelgranov
@nortectes

Top Mentioned in G2:
@ingrahamangle
@realdonaldtrump
@steveschmidtses
@randpaul
@ohiogop
@potus
@gop
@eugenegu
@whitehouse
@gavinnewsom

Top Mentioned in G3:
@narendramodi
@nsitharaman
@karanbhasin95
@piyushgoyal
@shashitharoor
@bjp4india
@ndtvindia
@ianuragthakur
@drsjaishankar
@amitshah

Top Mentioned in G4:
@who
@lenin
@africacdc
@followlasg
@presidenciacuba
@opsoms
@cepivaccines
@ottosonnenh
@covidnsp
@chikwe_i

Top Mentioned in G5:
@borisjohnson
@piersmorgan
@matthancock
@owenjones84
@keir_starmer
@jeremyfarrar
@gmb
@paulwaugh
@pritipatel
@daily_express

Top Mentioned in G6:
@cbsnews
@cbs_herridge
@mattwalshblog
@joebiden
@gma
@gstephanopoulos
@8newsnow
@sheila_rauch
@sramosabc
@adamlaxalt

Top Mentioned in G7:
@muktab_
@yagxrljxn
@quyarick

Top Mentioned in G8:
@nicolasmaduro
@conelmazodando
@carnetdlapatria
@cancilleriave
@dquinterotv10
@mippcivzla
@emilioavila1
@williechirinos
@somosriocrecid_
@moni21_pgh

Top Mentioned in G9:
@ashokgehlot51
@raghusharmainc
@rajcmo
@officeofhbfan
@ndtv
@sachinpilot
@pmoindia
@zeerajasthan_
@rajsampark
@incrajasthan

Top Mentioned in G10:
@porrafaelreis

Top Tweeters
Top Tweeters in Entire Graph:
@xboxsupport
@tomthunkitsmind
@jornalistavitor
@sumariumcom
@kompascom
@afropages
@republikaonline
@conelmazodando
@3_i_n
@telesurtv

Top Tweeters in G1:
@afropages
@venezolanonews
@the_dr_justice
@milenio
@ricky_alvarado_
@maduradascom
@cafenetamerica
@indiatvnews
@18akgoyal
@ussanews

Top Tweeters in G2:
@katcapps
@magannohate
@drsue19380
@elizakbyrd
@dailycaller
@racysicilian
@octubrechica
@cajungal62
@bre63068675judy
@yogagenie

Top Tweeters in G3:
@n2r3ndr2
@avinash_mailme
@yogi210875
@samir_patil
@saundid
@bjp4india
@mayank1999s
@salimkaskar3
@ddnewslive
@ndtvindia

Top Tweeters in G4:
@kp1200
@hrw
@vilavaite
@revistavistazo
@carlichita
@salud_ec
@zonasurecuador
@infectiousdz
@sarahlawan
@valx3m

Top Tweeters in G5:
@daily_express
@tnish99
@sharpeleven
@suefew
@sleestak
@kathiebennett
@piersmorgan
@willblackwriter
@heather63262308
@remainresistant

Top Tweeters in G6:
@vetapologist
@lonestartxmary
@idlegigi
@cbsnews
@lcook74
@gma
@churchlady320
@appliedsoft
@inthenameoflo19
@8newsnow

Top Tweeters in G7:
@olvidatedeliz
@aussie_legend
@jedbettman
@strwberrysuho
@mrmouthpiece_
@srbackwards
@thgrace78_grace
@orchidantii
@nnjihah_
@emilybaby_x3

Top Tweeters in G8:
@conelmazodando
@infobaeamerica
@ynhallak
@moracarmo50
@cancilleriave
@perrogente
@mario310561
@mippcivzla
@ginabencomo_
@nicolasmaduro

Top Tweeters in G9:
@ndtv
@zeerajasthan_
@news18rajasthan
@ndtvfeed
@sarcasticsaint
@dainikbhaskar
@rishibagree
@devladpura
@surendr00412453
@arvindgunasekar

Top Tweeters in G10:
@zinojl
@claudianelvs6
@accioonlylove
@araujooliver10
@bucchitop
@tekinha69
@eusouericamo
@annaiuiza
@_pbairros
@souzacibellee


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