COVID-19, Twitter, 5/14/2020 10:19:18 PM, 226730


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COVID-19_2020-05-14_01-38-07.xlsx
COVID-19_2020-05-14_01-38-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/2ZbhT50
@realdonaldtrump
@ingrahamangle
@adamlaxalt
@jerandi5
@pmoindia
@raghuksgowda
@cubacooperaveg
@c
@nicolasmaduro
@cubacooperavtac

Top hashtags:
#covid_19
#covid19
#coronavirus
#covid
#covidー19
#awaninews
#hapuscovid19

Description:
Description
The graph represents a network of 8,372 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 Thursday, 14 May 2020 at 08:40 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, 1-minute period from Tuesday, 12 May 2020 at 12:24 UTC to Wednesday, 13 May 2020 at 12:25 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 : 8372
Unique Edges : 4882
Edges With Duplicates : 7808
Total Edges : 12690
Number of Edge Types : 5
Retweet : 3640
MentionsInRetweet : 4376
Tweet : 2652
Replies to : 331
Mentions : 1691
Self-Loops : 2691
Reciprocated Vertex Pair Ratio : 0.00658952105432337
Reciprocated Edge Ratio : 0.0130927670445473
Connected Components : 2957
Single-Vertex Connected Components : 804
Maximum Vertices in a Connected Component : 354
Maximum Edges in a Connected Component : 738
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.489421
Graph Density : 8.9366726514644E-05
Modularity : 0.58207
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 8,372 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 Thursday, 14 May 2020 at 08:40 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, 1-minute period from Tuesday, 12 May 2020 at 12:24 UTC to Wednesday, 13 May 2020 at 12:25 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:
[23] https://www.vilaweb.cat/noticies/paradisos-fiscals-ajudes-covid-19-govern-espanyol/
[19] 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
[13] https://justthenews.com/government/fda-authorizes-first-covid-19-antigen-test#.Xrg0kjUEug4.twitter
[10] https://dailycaller.com/2020/05/11/doctor-deborah-birx-coronavirus-covid-19-death-toll-inflated-numbers-cases-cdc-white-house-meeting-report/
[10] https://www.itv.com/news/london/2020-05-12/station-ticket-office-worker-dies-with-covid-19-after-being-spat-at/
[9] https://www.vanityfair.com/news/2020/05/masks-covid-19-infections-would-plummet-new-study-says
[8] https://coronavirus.ohio.gov/
[7] https://www.dailymail.co.uk/news/article-8261149/SAGE-warned-Government-early-care-homes-risk-COVID-19.html
[7] https://mothership.sg/2020/05/changi-general-hospital-nurse-cheer/
[6] https://www.theguardian.com/society/2020/may/13/black-nurses-in-uk-didnt-start-with-windrush-covid-19-deaths

Top URLs in Tweet in G1:
[4] https://www.austinmonitor.com/stories/2020/05/council-seeks-plan-to-form-conservation-corps-using-federal-covid-19-aid/#.XrqVbn2p73M.twitter
[4] https://www.ara.cat/ara_mateix/coronavirus-covid-19-catalunya-espanya-casos-infectats-contagiats-morts-ultima-hora-noticies-directe_12_2342285749_150412.html?utm_medium=social&utm_source=twitter&utm_campaign=ara
[2] https://timesofindia.indiatimes.com/india/pm-modi-interacts-with-cms-on-ways-to-strengthen-covid-19-containment-strategy-boosting-economic-activities/articleshow/75673621.cms
[2] https://clickongh.net/2020/05/12/prepare-for-post-covid-19-challenges-european-union/
[2] https://clickongh.net/2020/05/12/ec-to-go-ahead-with-new-register-compilation-amidst-covid-19-says-it-will-observe-safety-protocols/
[2] https://www.unitel.tv/la-revista/una-residente-boliviana-en-espana-dio-a-luz-a-gemelas-estando-con-covid-19/
[2] https://www.slickbit.net/?ref=SQPFt5ME
[2] https://cdn.cse.lk/cmt/announcement_portal_prod/CSE
[2] COVID
[2] 19

Top URLs in Tweet in G2:
[3] https://aajtak.intoday.in/gallery/covid-19-economic-relief-package-worth-rs-20-lakh-crore-bullet-train-project-statue-of-unity-tutk-1-50224.html
[3] https://www.indiatvnews.com/news/india/delhi-shahdara-additional-dcp-tests-positive-for-covid19-rohit-rajbir-singh-616592
[3] https://www.vanityfair.com/news/2020/05/masks-covid-19-infections-would-plummet-new-study-says?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=vanity-fair&utm_social-type=earned
[2] https://www.nation.co.ke/news/africa/Somalia-Covid-19-cases-hit-1-000-mark/1066-5549796-lei0gt/index.html
[2] http://www.narendramodi.in/pm-modi-s-address-to-the-nation-on-covid-19-related-issues
[2] https://aajtak.intoday.in/story/covid-19-economic-relief-package-worth-rs-20-lakh-crore-where-is-the-money-tutk-1-1190215.html
[2] https://aajtak.intoday.in/story/indian-railways-increased-ac-coaches-temperature-no-blankets-irctc-passengers-train-travel-coronavirus-covid-19-lbs-1-1190070.html
[2] https://aajtak.intoday.in/story/dr-harsh-vardhan-health-minister-corona-virus-covid-19-india-1-1190393.html
[2] https://timesofindia.indiatimes.com/city/aurangabad/stone-pelted-on-house-of-covid-care-centre-nurse/articleshow/75682664.cms
[1] https://www.project-syndicate.org/commentary/kerala-model-for-beating-covid-19-by-shashi-tharoor-2020-05

Top URLs in Tweet in G3:
[1] https://www.medrxiv.org/content/10.1101/2020.05.05.20088757v1
[1] https://dailycaller.com/2020/05/11/doctor-deborah-birx-coronavirus-covid-19-death-toll-inflated-numbers-cases-cdc-white-house-meeting-report/

Top URLs in Tweet in G4:
[8] https://coronavirus.ohio.gov/
[3] https://coronavirus.ohio.gov/wps/portal/gov/covid-19/responsible-restart-ohio/Responsible-Protocols/
[1] https://www.wavy.com/news/health/coronavirus/virginia-nc-receive-millions-to-support-coronavirus-testing/
[1] https://www.dispatch.com/opinion/20200321/dewinersquos-tough-decisions-have-been-in-ohiorsquos-best-interest
[1] https://www.uscis.gov/es/noticias/alertas/dhs-ofrece-flexibilidades-para-aumentar-la-seguridad-de-alimentos-y-estabilizar-la-cadena-de-suministro-de-alimentos-durante-covid-19
[1] http://dlvr.it/RWYbTZ
[1] https://twitter.com/realdonaldtrump/status/1260177007490600960
[1] https://twitter.com/Amy_Siskind/status/1260326479931588611
[1] https://www.hydesmith.senate.gov/hyde-smith-wicker-target-china-cosponsoring-covid-19-accountability-act
[1] https://twitter.com/DadadaDahm/status/1260378329024208899

Top URLs in Tweet in G5:
[3] http://www.psuv.org.ve/temas/noticias/esperanzador-china-no-reporta-muertes-por-covid-19-casi-un-mes/#.XrlsmWhKjIU
[2] http://www.granma.cu/cuba-covid-19/2020-05-13/cuba-no-se-detiene-en-el-enfrentamiento-al-nuevo-coronavirus-13-05-2020-00-05-23
[2] https://www.vtv.gob.ve/china-26-dias-consecutivos-sin-muertes-covid-19/
[2] https://mundo.sputniknews.com/espana/202005131091409885-las-muertes-por-covid-19-en-espana-suben-un-poco-pero-siguen-por-debajo-de-200/
[2] https://mundo.sputniknews.com/politica/202005131091409818-china-protesta-contra-el-proyecto-de-ley-de-eeuu-sobre-sanciones-por-covid-19/
[2] http://www.granma.cu/cuba-covid-19/2020-05-11/anticuerpo-monoclonal-itolizumab-hace-su-aporte-contra-la-covid-19-11-05-2020-23-05-55
[2] https://twitter.com/Mippcivzla/status/1260178162048172032
[2] http://www.granma.cu/cuba-covid-19/2020-05-11/una-batalla-de-dos-meses-que-continua-11-05-2020-23-05-39
[2] http://www.psuv.org.ve/temas/noticias/lamentable-fallecen-mas-80-mil-personas-eeuu-por-covid-19-ultimas-24-horas/#.Xrlv2mhKjIU
[2] http://www.psuv.org.ve/temas/noticias/aplicadas-mas-15-mil-pruebas-rapidas-sucre-como-medida-preventiva-covid-19/#.XrmYXh4XaNw

Top URLs in Tweet in G6:
[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.itv.com/news/london/2020-05-12/station-ticket-office-worker-dies-with-covid-19-after-being-spat-at/
[1] https://www.theguardian.com/world/2020/may/06/we-have-had-zero-information-gps-in-the-dark-over-covid-19-tests
[1] https://www.independent.co.uk/news/uk/politics/boris-johnson-coronavirus-lockdown-covid-19-nhs-sage-independent-david-king-a9510106.html
[1] https://www.mirror.co.uk/news/politics/physio-occupational-therapists-ready-tsunami-22008126

Top URLs in Tweet in G7:
[3] http://english.astroawani.com/malaysia-news/402-airasia-passengers-urged-go-tests-after-detection-covid-19-cases-242840
[2] http://www.astroawani.com/berita-dunia/new-zealand-catat-kes-sifar-covid-19-untuk-dua-hari-berturut-turut-242821
[1] http://www.astroawani.com/berita-malaysia/396-penumpang-airasia-kl-tawau-diminta-tampil-segera-6-sudah-dijangkiti-covid-19-242848

Top URLs in Tweet in G8:
[4] https://www.forbes.com/sites/louiscolumbus/2020/05/10/how-covid-19-is-changing-analytics-spending/
[2] https://www.who.int/news-room/detail/11-05-2020-who-statement-tobacco-use-and-covid-19
[1] https://www.nrdc.org/experts/paul-todd/cites-washes-its-hands-covid-19
[1] https://cnn.it/3dEeSyj
[1] https://cnn.it/2YXbcDD
[1] https://cnn.it/3bur6YW
[1] https://www.economist.com/graphic-detail/2020/05/09/covid-19-has-given-most-world-leaders-a-temporary-rise-in-popularity
[1] https://zoom.us/meeting/register/tJIpc-yurjorG9CjZCNVqWBXByOTZ4zxogqd
[1] https://time.com/5834143/live-animal-markets-not-shut-who-coronavirus/
[1] https://www.forbes.com/sites/madhukarpai/2020/05/11/aids-tb-and-malaria-set-to-get-deadlier-due-to-coronavirus/#5d809561d2fc

Top URLs in Tweet in G9:
[3] https://www.france24.com/fr/20200513-covid-19-l-allemagne-vise-une-r%C3%A9ouverture-de-ses-fronti%C3%A8res-%C3%A0-la-mi-juin?ref=tw_i
[3] https://af.reuters.com/article/commoditiesNews/idAFL8N2CV4PR
[1] https://cnn.it/35SMkyu
[1] https://cnn.it/3dC9MTf
[1] https://cnn.it/2WrZOOF
[1] https://cnn.it/2WS9yAt
[1] https://www.sowetanlive.co.za/news/south-africa/2020-05-13-cyril-ramaphosa-chairs-command-council-meeting-to-discuss-relaxing-lockdown-regulations/
[1] https://content.govdelivery.com/attachments/WASKAGITCO/2020/05/12/file_attachments/1449083/5.12.2020%20MMWR%20Summary%20CLEAN.pdf
[1] https://www.cgdev.org/event/supporting-africa-fight-against-covid-19-and-beyond

Top URLs in Tweet in G10:
[2] https://www.change.org/p/deputy-cm-of-karnataka-c-n-ashwathnarayan-minister-of-higher-education-promotion-of-all-undergraduate-students-in-karnataka-amidst-the-covid-19-crisis?recruited_by_id=d9c14150-9371-11ea-b8d9-5f1d46e3d429&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial

Top Domains
Top Domains in Tweet in Entire Graph:
[182] twitter.com
[119] bit.ly
[82] co.uk
[59] com.br
[48] ow.ly
[47] theguardian.com
[40] youtube.com
[31] gov.uk
[30] abc.es
[28] com.mx

Top Domains in Tweet in G1:
[49] twitter.com
[13] theguardian.com
[13] com.br
[12] co.uk
[11] instagram.com
[10] youtube.com
[10] thetimes.gr
[8] gov.uk
[6] ara.cat
[6] bbc.com

Top Domains in Tweet in G2:
[9] intoday.in
[3] indiatvnews.com
[3] caravanmagazine.in
[3] vanityfair.com
[2] nm-4.com
[2] co.ke
[2] narendramodi.in
[2] indiatimes.com
[1] project-syndicate.org
[1] data4chan.ge

Top Domains in Tweet in G3:
[1] medrxiv.org
[1] dailycaller.com

Top Domains in Tweet in G4:
[11] ohio.gov
[3] twitter.com
[1] wavy.com
[1] dispatch.com
[1] uscis.gov
[1] dlvr.it
[1] senate.gov
[1] shareaholic.com
[1] washingtonpost.com
[1] rantt.com

Top Domains in Tweet in G5:
[10] granma.cu
[9] org.ve
[4] gob.ve
[4] sputniknews.com
[4] twitter.com
[2] bit.ly
[2] info.ve
[1] sptnkne.ws
[1] facebook.com

Top Domains in Tweet in G6:
[2] gov.uk
[2] itv.com
[2] co.uk
[1] theguardian.com

Top Domains in Tweet in G7:
[6] astroawani.com

Top Domains in Tweet in G8:
[5] forbes.com
[3] cnn.it
[2] who.int
[1] nrdc.org
[1] economist.com
[1] zoom.us
[1] time.com

Top Domains in Tweet in G9:
[4] cnn.it
[3] france24.com
[3] reuters.com
[1] co.za
[1] govdelivery.com
[1] cgdev.org

Top Domains in Tweet in G10:
[2] change.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[369] covid_19
[357] covid19
[140] coronavirus
[114] covid
[59] covidー19
[30] awaninews
[28] hapuscovid19
[22] internationalnursesday
[20] indiafightscorona
[19] máximaprotección



Top Hashtags in Tweet in G1:
[66] covid19
[61] covid_19
[30] coronavirus
[19] covid
[11] covidー19
[10] covid2019
[8] indiafightscorona
[5] كورونا
[4] pandemic
[4] ناوچه_کنارک

Top Hashtags in Tweet in G2:
[8] aatmanirbharbharat
[8] indiafightscorona
[8] covid_19
[5] internationalnursesday
[5] economy
[4] kerala
[4] coronavirus
[3] msme
[3] coronavirusoutbreak
[3] delhi

Top Hashtags in Tweet in G4:
[8] ohio
[8] staysafeohio
[8] inthistogetherohio
[3] covid19
[2] covid19pandemic
[2] maga
[2] kag
[2] transitiontogreatness
[1] reopeningamerica
[1] responsiblerestartohio

Top Hashtags in Tweet in G5:
[15] máximaprotección
[12] endefensadelapatria
[9] covid_19
[5] 5/12/2020 12:00:00 AM
[4] unióntrabajoyproducción
[4] 0.5
[4] AM
[4] iaim
[3] covid
[3] sputnikdestacado

Top Hashtags in Tweet in G6:
[10] pmqs
[5] lockdown
[5] covid19
[1] brexit
[1] keepsafe

Top Hashtags in Tweet in G7:
[30] awaninews
[28] hapuscovid19
[1] englishnews
[1] kekaltenang

Top Hashtags in Tweet in G8:
[5] covid19
[2] covid_19
[2] coronavirus
[2] stayhome
[2] covidー19
[2] parrot
[2] trudeau
[2] cdns
[2] breakingnews
[2] tb

Top Hashtags in Tweet in G9:
[2] cgdtalks
[1] covid_19
[1] cuidándotenoscuidamos
[1] bankrupt

Top Hashtags in Tweet in G10:
[16] promotethedegreestudents
[7] karnatakaayushstipendhike
[4] promotedegreestudents
[3] vtu
[2] promotevtustudents
[2] vtupromote
[1] dkshivkumar
[1] bsyediyurappa
[1] education_minister

Top Words
Top Words in Tweet in Entire Graph:
[2826] Words in Sentiment List#1: Positive
[3898] Words in Sentiment List#2: Negative
[33] Words in Sentiment List#3: Angry/Violent
[179960] Non-categorized Words
[186684] Total Words
[4683] 19
[4663] covid
[709] क
[430] र
[372] त

Top Words in Tweet in G1:
[687] 19
[678] covid
[66] #covid19
[62] #covid_19
[47] pandemic
[41] क
[39] coronavirus
[35] during
[33] crisis
[33] more

Top Words in Tweet in G2:
[165] क
[122] र
[90] 19
[89] covid
[84] य
[80] म
[74] त
[68] स
[65] न
[65] प

Top Words in Tweet in G3:
[133] ingrahamangle
[115] cases
[115] virus
[114] confirmed
[114] official
[113] cdc
[113] later
[113] including
[113] probable
[113] counts

Top Words in Tweet in G4:
[65] 19
[64] covid
[49] realdonaldtrump
[28] steveschmidtses
[26] america
[23] under
[22] tuesday
[22] evening
[22] being
[22] smothered

Top Words in Tweet in G5:
[78] 19
[75] covid
[36] nicolasmaduro
[22] venezuela
[22] contra
[18] china
[15] #máximaprotección
[12] hoy
[12] #endefensadelapatria
[10] eeuu

Top Words in Tweet in G6:
[18] borisjohnson
[15] keir_starmer
[13] very
[13] covid
[13] 19
[13] advice
[12] unlikely
[12] people
[11] until
[10] care

Top Words in Tweet in G7:
[45] airasia
[42] penumpang
[42] tawau
[34] dan
[32] covid
[32] 19
[30] #awaninews
[28] #hapuscovid19
[27] diminta
[27] 501awani

Top Words in Tweet in G8:
[21] covid
[19] 19
[6] forbes
[6] re
[5] scientists
[5] vaccine
[5] #covid19
[4] 2nd
[4] zoo
[4] due

Top Words in Tweet in G9:
[29] covid
[28] 19
[21] cnn
[15] during
[11] weeks
[11] being
[11] unconscious
[11] battle
[11] broadway
[11] actor

Top Words in Tweet in G10:
[22] covid
[22] 19
[16] #promotethedegreestudents
[14] due
[12] drashwathcn
[11] tv9kannada
[11] online
[11] classes
[11] students
[10] doctors

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4546] covid,19
[124] 19,pandemic
[114] cdc,later
[114] later,confirmed
[114] confirmed,including
[114] including,probable
[114] probable,cases
[114] cases,virus
[114] virus,official
[114] official,counts

Top Word Pairs in Tweet in G1:
[665] covid,19
[28] 19,pandemic
[20] during,covid
[13] 19,crisis
[13] #covid,19
[11] 19,cases
[11] pandemi,covid
[10] due,covid
[10] #covid2019,#covid_19
[9] namo,app

Top Word Pairs in Tweet in G2:
[88] covid,19
[29] त,र
[26] गर,ब
[25] क,र
[22] म,द
[19] सरक,र
[19] य,व
[19] द,श
[17] express,gratitude
[17] र,न

Top Word Pairs in Tweet in G3:
[113] cdc,later
[113] later,confirmed
[113] confirmed,including
[113] including,probable
[113] probable,cases
[113] cases,virus
[113] virus,official
[113] official,counts
[113] counts,potentially
[112] ingrahamangle,cdc

Top Word Pairs in Tweet in G4:
[64] covid,19
[22] tuesday,evening
[22] evening,america
[22] america,being
[22] being,smothered
[22] smothered,under
[22] under,toxic
[22] toxic,fog
[22] fog,lies
[22] lies,conspiracy

Top Word Pairs in Tweet in G5:
[75] covid,19
[12] contra,covid
[10] pdte,nicolasmaduro
[9] últimas,24
[9] 24,horas
[7] hacer,frente
[7] frente,covid
[7] nuestras,enfermeras
[7] enfermeras,enfermeros
[7] muertes,covid

Top Word Pairs in Tweet in G6:
[13] covid,19
[12] very,unlikely
[10] #pmqs,keir_starmer
[10] keir_starmer,quoted
[10] quoted,govt
[10] govt,advice
[10] advice,place
[10] place,until
[10] until,march
[10] march,12

Top Word Pairs in Tweet in G7:
[32] covid,19
[27] #awaninews,#hapuscovid19
[25] 396,penumpang
[25] penumpang,airasia
[25] airasia,kl
[25] kl,tawau
[25] tawau,diminta
[25] diminta,tampil
[25] tampil,segera
[25] segera,sudah

Top Word Pairs in Tweet in G8:
[19] covid,19
[4] 19,changing
[4] changing,analytics
[4] analytics,spending
[4] spending,forbes
[2] sentoddyoung,senator
[2] senator,received
[2] received,entire
[2] entire,genetic
[2] genetic,sequence

Top Word Pairs in Tweet in G9:
[28] covid,19
[11] weeks,being
[11] being,unconscious
[11] unconscious,during
[11] during,battle
[11] battle,covid
[11] 19,broadway
[11] broadway,actor
[11] actor,nick
[11] nick,cordero

Top Word Pairs in Tweet in G10:
[22] covid,19
[13] due,covid
[10] online,classes
[6] 19,students
[5] against,covid
[4] ayush,graduate
[4] graduate,doctors
[4] doctors,intern
[4] intern,doctors
[4] doctors,frontline

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@borisjohnson
@viclp26
@davidlammy
@timesofindia
@ingrahamangle
@enca
@ourtrendz
@xaxvxs
@todayshow

Top Replied-To in G1:
@newsi_lk

Top Replied-To in G2:
@timesofindia
@ajayawasthi108
@hpathak99
@indiatvnews
@bjp4india
@aajtak
@shekhargupta
@jagrannews
@amitshah
@moh_kenya

Top Replied-To in G3:
@ingrahamangle
@sunfunfamily

Top Replied-To in G4:
@realdonaldtrump
@alexnazaryan
@gopchairwoman
@sarahlongwell25
@jordynphelps
@washtimes
@boulderdaisy
@repadamschiff

Top Replied-To in G5:
@nicolasmaduro
@drodriven2
@dezurdateam

Top Replied-To in G6:
@borisjohnson
@itvnewspolitics
@scrub999
@anshul__k
@willblackwriter
@piersmorgan
@rodd1968

Top Replied-To in G8:
@sentoddyoung

Top Replied-To in G9:
@cnn
@ryanstruyk
@scottry09285660

Top Replied-To in G10:
@ourtrendz
@raghuksgowda
@mkumbar49
@drashwathcn

Top Mentioned
Top Mentioned in Entire Graph:
@ingrahamangle
@narendramodi
@realdonaldtrump
@nicolasmaduro
@df_porto
@ashokgehlot51
@steveschmidtses
@raghusharmainc
@501awani
@alejandramatus

Top Mentioned in G1:
@ronmartino4
@kohnavardtanha
@spookyfudge
@dnisalta
@masarganzuela
@lesoleilonline
@aminekorchimd
@vl_solution

Top Mentioned in G2:
@narendramodi
@piyushgoyal
@ianuragthakur
@pmoindia
@bjp4india
@nsitharaman
@vishj05
@aajtak
@shashitharoor
@vidyakrishnan

Top Mentioned in G3:
@ingrahamangle

Top Mentioned in G4:
@realdonaldtrump
@steveschmidtses
@potus
@govmikedewine
@whitehouse
@ohiogop
@virginiafoxx
@gop
@andrewfeinberg
@eugenegu

Top Mentioned in G5:
@nicolasmaduro
@granma_digital
@iaim_ve
@partidopsuv
@drodriven2
@vtvcanal8
@abelprieto11
@dquinterotv10
@sputnikmundo
@diazcanelb

Top Mentioned in G6:
@borisjohnson
@keir_starmer
@paulwaugh
@thatginamiller
@piersmorgan
@itvnews
@luckyheronsay
@anshul__k
@owenjones84
@imogenlemon02

Top Mentioned in G7:
@501awani
@sharelishak
@bernamatv

Top Mentioned in G8:
@who
@forbes
@cnni
@cites
@davidnabarro
@gretathunberg
@bbc
@justintrudeau
@stoptb
@paimadhu

Top Mentioned in G9:
@cnn
@_africanunion
@france24_fr
@foxnews
@groupon
@reutersafrica
@owillis
@dreoehanire
@globalfund
@gavi

Top Mentioned in G10:
@tv9kannada
@bsybjp
@drashwathcn
@cmofkarnataka
@shripadynaik
@publictvnews
@firstnews_tv
@sriramulubjp
@mla_sudhakar
@the_hindu

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@tomthunkitsmind
@el_cooperante
@vodafonein
@market_screener
@detikcom
@kompascom
@republikaonline
@conelmazodando
@telesurtv

Top Tweeters in G1:
@market_screener
@kompascom
@milenio
@antaranews
@excelsior
@ia_regnum
@analyticaglobal
@descifradocom
@yoshiki7111
@curiocat13

Top Tweeters in G2:
@innovativehindu
@timesofindia
@dailynation
@jainpankajkasan
@indiatvnews
@aajtak
@uppolice
@pash22
@pradeepsinghneg
@bjp4india

Top Tweeters in G3:
@mtrushmore2016
@rncat50
@cc125
@gmiller1952
@kacy10000
@fmiller26
@daledholc
@randoo49er
@linda_knorr
@reasonnorvirtue

Top Tweeters in G4:
@boandsunny
@therickwilson
@raemargaret61
@washtimes
@tony201713
@basskicker11
@beth2_k3a
@15_athens
@matthewjdowd
@rkj65

Top Tweeters in G5:
@dpiloncita
@vtvcanal8
@hekglez
@partidopsuv
@chinarivas30
@avnve
@rnvinformativa
@mcolozza2021
@rhm1947
@virgilioponce

Top Tweeters in G6:
@sandrahalifax
@wible1
@educatingdonna
@itvnews
@jujuaone
@patrickandrews
@piersmorgan
@willblackwriter
@delhi_dave
@heather63262308

Top Tweeters in G7:
@501awani
@syahirnaser
@iwaaann28
@syahrinsafwan
@rickycassim
@wanihissham
@hoonieyar
@zolazrai
@my_redrosie
@bernamatv

Top Tweeters in G8:
@forbes
@cnni
@charlesadler
@elleandrawarner
@renison007
@who
@eevapaavilainen
@paimadhu
@onecampaign
@bbc

Top Tweeters in G9:
@foxnews
@263chat
@cnn
@owillis
@yaya17017
@france24_fr
@fanny57
@sowetanlive
@ngoiepado
@metrodemedellin

Top Tweeters in G10:
@the_hindu
@suvarnanewstv
@publictvnews
@studentneedsj
@tv9kannada
@bjp4karnataka
@firstnews_tv
@cmofkarnataka
@drashwathcn
@shripadynaik


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