COVID-19, Twitter, 7/31/2020 7:38:57 AM, 231469


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COVID-19_2020-07-31_00-00-02.xlsx
COVID-19_2020-07-31_00-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/3jVAx96
@realdonaldtrump
@cnn
@drsimonegold
@jamespwhite47
@michaelcoudrey
@kellyfriedman19
@bobbiellen
@jamestodaromd
@wakeupnow1965
@elmaaksalic

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

Description:
Description
The graph represents a network of 7,711 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 Friday, 31 July 2020 at 07:14 UTC.

The requested start date was Friday, 31 July 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 Wednesday, 29 July 2020 at 12:24 UTC to Thursday, 30 July 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 : 7711
Unique Edges : 4029
Edges With Duplicates : 8263
Total Edges : 12292
Number of Edge Types : 5
Retweet : 3850
MentionsInRetweet : 4390
Replies to : 282
Mentions : 1393
Tweet : 2377
Self-Loops : 2414
Reciprocated Vertex Pair Ratio : 0.00614334470989761
Reciprocated Edge Ratio : 0.0122116689280868
Connected Components : 2438
Single-Vertex Connected Components : 668
Maximum Vertices in a Connected Component : 384
Maximum Edges in a Connected Component : 778
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.321698
Graph Density : 9.91727585753907E-05
Modularity : 0.558452
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,711 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 Friday, 31 July 2020 at 07:14 UTC.

The requested start date was Friday, 31 July 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 Wednesday, 29 July 2020 at 12:24 UTC to Thursday, 30 July 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:
[29] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[21] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[16] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fcoronavirus.medium.com%2Fwe-can-eliminate-covid-19-if-we-want-to-64abc91ccc1c
[12] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html
[12] http://www.astroawani.com/berita-malaysia/pelajar-sekolah-rendah-disahkan-positif-covid-19-253234
[11] https://www.theguardian.com/politics/2020/jul/30/cummings-saga-damaged-uk-unity-covid-19-study-suggests
[8] https://trib.al/7iCOKu2
[8] https://www.houstonchronicle.com/opinion/outlook/article/Secretary-of-Energy-COVID-19-brought-oil-gas-Trump-15394017.php
[8] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html?referringSource=articleShare
[7] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535?amp=1&__twitter_impression=true

Top URLs in Tweet in G1:
[6] http://www.tintahijau.com/pemerintahan/eksekutif/21562-covid-19-menggeliat,-pemcam-purwadadi-subang-pastikan-prokes
[6] https://www.gov.uk/government/publications/covid-19-guidance-for-the-safe-use-of-places-of-worship-during-the-pandemic-from-4-july?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn&utm_content=Coronavirus
[3] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[2] https://www.theguardian.com/world/2020/jul/29/one-big-wave-why-the-covid-19-second-wave-may-not-exist-coronavirus
[2] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html
[2] https://www.thedailybeast.com/trump-hails-demon-sperm-doc-dr-stella-immanuel-as-important-voice-in-nations-covid-19-battle
[2] https://www.indonesiana.id/read/141699/lawan-opini-selebritas-yang-bilang-pandemi-covid-19-adalah-hasil-konspirasi?utm_source=twitter&utm_medium=heru&utm_campaign=heru
[2] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html?smid=tw-share
[2] https://suindependent.com/rise-in-covid-19-cases-continue/
[2] https://www.instagram.com/accounts/login/?next=/p/CDRBzOfJzCu/%3Figshid%3Db137cg5jl7vl

Top URLs in Tweet in G2:
[9] https://thehill.com/homenews/house/509719-gohmert-says-he-will-take-hydroxychloroquine-as-covid-19-treatment
[8] https://www.houstonchronicle.com/opinion/outlook/article/Secretary-of-Energy-COVID-19-brought-oil-gas-Trump-15394017.php
[3] https://www.theguardian.com/commentisfree/2020/jul/29/britain-ditches-overseas-travel-coronavirus-spanish-covid-19?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1596025441
[3] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[2] https://www.theguardian.com/society/2020/jul/30/give-patients-voices-back-speech-language-therapists-covid-19-frontline?CMP=Share_iOSApp_Other
[2] https://www.theguardian.com/world/2020/jul/29/testing-for-covid-19-on-arrival-in-uk-is-no-silver-bullet-says-minister?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1596014067
[2] https://www.theguardian.com/commentisfree/2020/jul/30/obesity-trauma-fat-covid-19-shame-weight-gain?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1596103592
[2] https://www.theguardian.com/world/2020/jul/30/nicola-sturgeon-statistics-chief-rebukes-sturgeon-claim-covid-19-five-times-lower-in-scotland-than-england?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1596109276
[2] https://thehill.com/homenews/state-watch/509427-cuomo-suspends-liquor-licenses-for-12-nyc-bars-over-egregious-covid-19
[2] https://punchng.com/covid-19-community-transmission-mode/?utm_medium=Social&utm_source=Twitter#Echobox=1596020008

Top URLs in Tweet in G3:
[3] https://twitter.com/jcho710/status/1282738290852954112?s=19
[2] https://www.newsmaxtv.com/findus
[2] https://www.newsweek.com/key-defeating-covid-19-already-exists-we-need-start-using-it-opinion-1519535
[2] https://www.youtube.com/watch?v=qXoDToZuvPY&feature=youtu.be

[2] https://www.youtube.com/watch?v=6_x7syGBHDk&feature=youtu.be

[1] https://twitter.com/bennyjohnson/status/1288574218595176452
[1] https://www.youtube.com/watch?v=5xz0iOCM7RI&feature=youtu.be

[1] https://threadreaderapp.com/thread/1288583938659610624.html
[1] https://www.youtube.com/watch?v=4ggiwwTnTwo&feature=youtu.be

[1] https://www.youtube.com/watch?v=C780y-J3TzY&feature=youtu.be


Top URLs in Tweet in G4:
[8] https://trib.al/7iCOKu2
[4] http://www.minci.gob.ve/venezuela-mantiene-produccion-de-alimentos-en-medio-de-la-pandemia-por-covid-19/
[3] https://mazo4f.com/presidente-del-concejo-municipal-de-caracas-resulto-positivo-para-covid-19
[2] https://mazo4f.com/estados-unidos-supero-los-150000-fallecimientos-a-causa-del-covid-19
[2] https://mazo4f.com/bravo-wuilker-farinez-se-incorporo-al-grupo-de-trabajo-del-rc-lens-tras-superar-el-covid-19
[2] https://mazo4f.com/en-miranda-establecen-medidas-adicionales-para-cortar-las-cadenas-de-trasmision-del-covid-19
[2] https://mazo4f.com/alcalde-de-medellin-da-positivo-a-covid-19
[2] https://mazo4f.com/venezuela-reporta-583-nuevos-casos-y-cinco-fallecidos-por-covid-19
[2] https://mazo4f.com/pnb-activo-una-jornada-de-desinfeccion-en-el-paraiso-en-la-lucha-contra-el-covid-19
[2] https://mazo4f.com/rodriguez-en-venezuela-se-han-aplicado-1511433-pruebas-diagnostica-para-el-covid-19

Top URLs in Tweet in G6:
[6] https://www.cbsnews.com/news/facebook-twitter-youtube-removing-false-covid-19-information-video-trump-share/?ftag=CNM-00-10aab7e&linkId=95365841
[4] https://www.nytimes.com/interactive/2020/07/28/us/covid-19-colleges-universities.html
[3] https://www.ctvnews.ca/health/coronavirus/who-head-says-canada-has-done-well-at-bringing-covid-19-under-control-1.5042569?taid=5f20fede31fdfb0001881da5&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://nbcnews.trib.al/0jFrIzT
[2] https://www.nbcnews.com/politics/2020-election/biden-slams-trump-promoting-false-covid-19-claims-crazy-woman-n1235235
[2] https://time.com/5867395/will-universities-be-next-covid-19-tinderboxes/
[1] https://www.huffpost.com/entry/us-coronavirus-deaths_n_5f22577ac5b68fbfc87ecff0
[1] https://www.huffpost.com/entry/nancy-pelosi-masks-mandatory-house-chamber_n_5f21f942c5b68fbfc87e781f
[1] https://www.texastribune.org/2020/07/28/vance-ginn-texas-coronavirus/
[1] https://nbcnews.trib.al/CQqjaCZ

Top URLs in Tweet in G7:
[2] https://www.dispatch.com/news/20200618/ohio-bought-millions-of-hydroxychloroquine-pills-to-combat-coronavirus-now-fda-says-it-shouldnt-be-used-to-treat-covid-19
[1] https://docs.google.com/document/d/e/2PACX-1vTi-g18ftNZUMRAj2SwRPodtscFio7bJ7GdNgbJAGbdfF67WuRJB3ZsidgpidB2eocFHAVjIL-7deJ7/pub

Top URLs in Tweet in G9:
[1] https://twitter.com/olgarodriguezfr/status/1288381569581932545

Top URLs in Tweet in G10:
[3] https://www.pscp.tv/w/ce1kXTMyMjExNTJ8MU1ueG5kelFMT0VHT9BaP-v6dcLyv6PkeIf4k0O78wehSbs120R7VzeAkVkm
[1] https://facebook.com/sadhguru
[1] https://youtube.com/sadhguru
[1] https://instagram.com/sadhguru
[1] https://www.indiatoday.in/india/story/coronavirus-live-updates-cases-death-toll-recovery-rate-vaccine-india-us-china-who-1705479-2020-07-29
[1] https://www.dailypioneer.com/2020/special/up-reports-3-383-new-covid-19-cases--tally-crosses-77-000-mark.html

Top Domains
Top Domains in Tweet in Entire Graph:
[166] twitter.com
[71] bit.ly
[61] theguardian.com
[39] com.br
[38] newsweek.com
[37] trib.al
[33] thehill.com
[32] nytimes.com
[30] youtube.com
[26] co.uk

Top Domains in Tweet in G1:
[42] twitter.com
[12] theguardian.com
[11] com.br
[9] gov.uk
[8] instagram.com
[7] com.ar
[6] nytimes.com
[6] youtube.com
[6] globo.com
[6] facebook.com

Top Domains in Tweet in G2:
[12] theguardian.com
[11] cnn.it
[11] thehill.com
[8] houstonchronicle.com
[5] twitter.com
[3] newsweek.com
[2] punchng.com
[1] trib.al
[1] washingtonpost.com
[1] com.ar

Top Domains in Tweet in G3:
[7] youtube.com
[4] twitter.com
[2] newsmaxtv.com
[2] newsweek.com
[1] threadreaderapp.com
[1] healthychildren.org

Top Domains in Tweet in G4:
[17] mazo4f.com
[12] gob.ve
[9] trib.al
[4] nyti.ms
[4] nytimes.com
[3] caraotadigital.org
[3] org.ve
[2] twitter.com
[2] runrunes.org
[2] bit.ly

Top Domains in Tweet in G6:
[6] cbsnews.com
[5] nbcnews.to
[4] trib.al
[4] nytimes.com
[3] nbcnews.com
[3] msnbc.com
[3] ctvnews.ca
[2] huffpost.com
[2] time.com
[1] texastribune.org

Top Domains in Tweet in G7:
[2] dispatch.com
[1] google.com

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

Top Domains in Tweet in G10:
[3] pscp.tv
[1] facebook.com
[1] youtube.com
[1] instagram.com
[1] indiatoday.in
[1] dailypioneer.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[238] covid19
[176] covid_19
[175] covid__19
[84] coronavirus
[79] করোনায়ব্যর্থমমতা
[74] covid
[48] hydroxychloroquine
[33] awaninews
[30] hapuscovid19
[22] kerjasenyap4niesgagal



Top Hashtags in Tweet in G1:
[34] covid19
[27] covid__19
[22] covid
[15] coronavirus
[15] covid_19
[14] করোনায়ব্যর্থমমতা
[6] corona
[6] eidaladha
[6] essex
[5] وزارة_الصحة

Top Hashtags in Tweet in G2:
[25] hydroxychloroquine
[3] covid19
[3] cnn
[2] world
[2] us
[2] coronavirus
[2] misinformation
[2] cultoftrump
[2] zoll
[2] ingobyi

Top Hashtags in Tweet in G3:
[12] whitecoatsummit
[1] stopcensorship
[1] id2020

Top Hashtags in Tweet in G4:
[14] covid_19
[10] diosdadopalantevenceremos
[7] 0.5
[7] AM
[7] 7/29/2020 12:00:00 AM
[7] notimippci
[6] participayelige
[6] 7/30/2020 12:00:00 AM
[5] esnoticia
[5] envideo

Top Hashtags in Tweet in G5:
[1] worlddayagainsttraffickingday

Top Hashtags in Tweet in G6:
[1] trumpownseverydeath
[1] covid19
[1] covid
[1] votehimout

Top Hashtags in Tweet in G10:
[2] mannkibaat
[2] pleasecancelcompartmentexam
[2] providegeneralpromotionthose
[2] covid__19
[2] coronavirus
[2] swamysaysonnewsx
[1] postponejee_neetincovid
[1] postponejee_neetsept
[1] supremecourt
[1] qnetscam

Top Words
Top Words in Tweet in Entire Graph:
[5086] covid
[4954] 19
[352] cases
[349] people
[281] hydroxychloroquine
[281] more
[259] patients
[253] pandemic
[246] health
[238] #covid19

Top Words in Tweet in G1:
[587] 19
[575] covid
[55] cases
[39] more
[37] 2020
[34] #covid19
[33] people
[32] pandemic
[27] #covid__19
[26] health

Top Words in Tweet in G2:
[123] covid
[122] 19
[69] sake
[50] realdonaldtrump
[42] cnn
[39] patients
[30] hydroxychloroquine
[26] tomfitton
[25] #hydroxychloroquine
[24] high

Top Words in Tweet in G3:
[104] covid
[100] 19
[91] drsimonegold
[67] media
[53] michaelcoudrey
[44] physicians
[42] medical
[40] social
[39] degree
[36] hydroxychloroquine

Top Words in Tweet in G4:
[107] 19
[105] covid
[24] venezuela
[21] nicolasmaduro
[18] casos
[17] presidente
[17] pacientes
[15] contra
[15] nytimes
[14] #covid_19

Top Words in Tweet in G5:
[115] covid
[115] 19
[72] mmpadellan
[70] think
[52] nothing
[51] stop
[51] casting
[51] vote
[51] joe
[51] biden

Top Words in Tweet in G6:
[67] 19
[66] covid
[26] dr
[23] nbcnews
[20] joncoopertweets
[20] coronavirus
[20] trump
[19] hydroxychloroquine
[19] patients
[18] fauci

Top Words in Tweet in G7:
[76] covid
[68] ohio
[62] hcq
[58] jamestodaromd
[52] state
[46] 19
[32] google
[31] mos
[31] appeals
[31] taken

Top Words in Tweet in G8:
[186] saya
[70] covid
[70] 19
[67] seorang
[66] ardilol
[61] dan
[60] hi
[60] tenaga
[60] medis
[60] jakarta

Top Words in Tweet in G9:
[62] covid
[62] 19
[61] régimen
[61] comunista
[61] dominar
[61] mundo
[57] abascal
[57] creación
[57] china
[55] congreso

Top Words in Tweet in G10:
[25] covid
[24] 19
[11] narendramodi
[9] due
[8] pandemic
[6] pmoindia
[6] more
[6] people
[5] against
[5] drrpnishank

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4865] covid,19
[140] 19,pandemic
[137] 19,cases
[111] positive,covid
[99] positif,covid
[93] contra,covid
[85] due,covid
[81] 19,treatment
[80] 19,patients
[80] ন,য

Top Word Pairs in Tweet in G1:
[562] covid,19
[24] 19,pandemic
[20] #covid,19
[16] 19,cases
[14] #কর,ন
[14] ন,য
[14] য,ব
[14] ব,যর
[14] যর,থমমত
[9] 19,patients

Top Word Pairs in Tweet in G2:
[120] covid,19
[23] #hydroxychloroquine,sake
[23] sake,high
[23] high,risk
[23] risk,patients
[23] patients,sake
[23] sake,parents
[23] parents,grandparents
[23] grandparents,sake
[22] tomfitton,#hydroxychloroquine

Top Word Pairs in Tweet in G3:
[100] covid,19
[40] social,media
[39] medical,degree
[33] treated,covid
[32] practicing,physicians
[31] personally,treated
[31] thread,organized
[31] organized,group
[31] group,practicing
[31] physicians,many

Top Word Pairs in Tweet in G4:
[102] covid,19
[12] contra,covid
[10] 19,#diosdadopalantevenceremos
[10] 24,horas
[9] presidente,nicolasmaduro
[9] pandemia,covid
[8] rep,louie
[8] louie,gohmert
[8] gohmert,gop
[8] gop,mask

Top Word Pairs in Tweet in G5:
[115] covid,19
[51] nothing,stop
[51] stop,casting
[51] casting,vote
[51] vote,joe
[51] joe,biden
[51] biden,covid
[51] 19,long
[51] long,lines
[51] lines,mail

Top Word Pairs in Tweet in G6:
[66] covid,19
[18] dr,fauci
[14] nbcnews,dr
[10] rep,gohmert
[10] consistently,hydroxychloroquine
[10] hydroxychloroquine,effective
[9] positive,covid
[9] fauci,trials
[9] trials,shown
[9] shown,consistently

Top Word Pairs in Tweet in G7:
[52] state,ohio
[46] covid,19
[31] mos,appeals
[31] appeals,taken
[31] taken,down
[31] down,google
[31] google,finally
[31] finally,uncensored
[31] uncensored,initial
[31] initial,paper

Top Word Pairs in Tweet in G8:
[70] covid,19
[60] hi,saya
[60] saya,seorang
[60] seorang,tenaga
[60] tenaga,medis
[60] medis,jakarta
[60] jakarta,dan
[60] dan,sekarang
[60] sekarang,saya
[60] saya,positif

Top Word Pairs in Tweet in G9:
[62] covid,19
[61] régimen,comunista
[61] dominar,mundo
[57] 19,creación
[57] creación,régimen
[57] comunista,china
[57] china,dominar
[53] abascal,dice
[53] dice,congreso
[53] congreso,covid

Top Word Pairs in Tweet in G10:
[23] covid,19
[5] against,covid
[5] due,covid
[4] 19,global
[4] global,pandemic
[3] fight,against
[3] launching,high
[3] high,throughput
[3] throughput,covid
[3] 19,testing

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@humasresprob1
@lopezobrador_
@devex
@stella_immanuel
@joebiden
@replouiegohmert
@govrondesantis
@drrpnishank
@scottadamssays

Top Replied-To in G1:
@8boona

Top Replied-To in G2:
@realdonaldtrump
@evanakilgore
@thehill
@secretarycarson
@marjieros
@fred_guttenberg
@teamtrump
@cameron_davis86
@cnn
@elmerfusterpuck

Top Replied-To in G3:
@sarathor4
@marcorubio
@drsimonegold

Top Replied-To in G6:
@hellspa21387533
@msnbc

Top Replied-To in G7:
@jamestodaromd

Top Replied-To in G9:
@pabloiglesias

Top Replied-To in G10:
@drrpnishank
@pmoindia
@tmrpul
@narendramodi
@bazinga78701510

Top Mentioned
Top Mentioned in Entire Graph:
@drsimonegold
@mmpadellan
@ardilol
@jamestodaromd
@michaelcoudrey
@pabloiglesias
@realdonaldtrump
@cnn
@georgetakei
@501awani

Top Mentioned in G1:
@alrobins2015
@d_aniel___
@soyel_adhikary
@lanocion
@indonesiana
@terasid
@carolinejmolloy
@jahra_online
@swamp_nugget
@cascadeglobal

Top Mentioned in G2:
@realdonaldtrump
@cnn
@tomfitton
@cnni
@guardian
@evanakilgore
@thehill
@whitehouse
@h_mitchellphoto
@usaidrwanda

Top Mentioned in G3:
@drsimonegold
@michaelcoudrey
@squarespace
@youtube
@beholdisrael
@drdavidsamadi
@newsmax
@realffk
@jcho710

Top Mentioned in G4:
@nicolasmaduro
@nytimes
@vtvcanal8
@washingtonpost
@conelmazodando
@libertad020
@mippcivzla
@presidencialve
@caraotadigital
@misiondrjgh

Top Mentioned in G5:
@mmpadellan
@georgetakei
@goss30goss
@blue_texas2020
@gmadoveawards
@lovejusticeintl
@politvidchannel
@nicolecmullen

Top Mentioned in G6:
@nbcnews
@joncoopertweets
@msnbc
@cbsnews
@thepubliususa
@astrokatie
@ordinary1world
@yamiche
@joenbc
@ctvnews

Top Mentioned in G7:
@jamestodaromd
@ryanafournier
@justplaingary
@drsimonegold
@steibingtwit1

Top Mentioned in G8:
@ardilol

Top Mentioned in G9:
@pabloiglesias
@protestona1

Top Mentioned in G10:
@narendramodi
@pmoindia
@drrpnishank
@incometaxindia
@sadhgurujv
@swamy39
@dg_nta
@cbseindia29
@deepakchopra
@ananth25955752

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@pulpnews
@tomthunkitsmind
@oldlady12345
@sumariumcom
@okezonenews
@detikcom
@kompascom

Top Tweeters in G1:
@pulpnews
@okezonenews
@elperiodiquito
@bankingnewsgr
@venesysalpha
@treporta
@elestimulo
@alaskarebel
@pauldramone
@dubvnow

Top Tweeters in G2:
@thehill
@veram43395421
@guardian
@mobilepunch
@world_news_eng
@eoleinberger
@cnn
@dpll_2
@trevorrosenfels
@kmcaton

Top Tweeters in G3:
@bamaperry
@marielsiviglia
@gisaieira
@isavega2017
@dahart66
@rogercmichaud
@protectthefaith
@fairymoon4
@whiz6059
@givehillhell

Top Tweeters in G4:
@caraotadigital
@conelmazodando
@diariotalcual
@vtvcanal8
@runrunesweb
@venezolanocomum
@amelia74698445
@nytimes
@washingtonpost
@tvvnoticias

Top Tweeters in G5:
@skepmi
@benjamin_shider
@amb0306
@twodogsing
@michael_fisher_
@kbarkerb
@escecami
@lindapotyrala13
@fluffydoom
@mmpadellan

Top Tweeters in G6:
@oldlady12345
@debsomewhere
@nelmadman
@abcnews
@mcnejames
@of_the_people7
@nbcnews
@cbsnews
@ricpuglisi
@therascal2010

Top Tweeters in G7:
@teamcombover16
@govtstheproblem
@nmlifestyles
@codeezra
@galorekat
@daintymae2
@ritaricatherine
@lizzyclassical
@honeybklein
@heathermfraser

Top Tweeters in G8:
@jeonkooknoona
@bandorobrojo
@diyanboim
@sakinahabdull11
@baekhodimple_
@nisrinyunilas
@_shafira15
@ardilol
@pinkmatcha_tea
@nadiyahrhm

Top Tweeters in G9:
@mbaxerias
@laherpburn59
@airesdeforja
@rom_pineda
@protestona1
@jordi5mirabet
@agui1d
@onibelfi
@kikepelado1
@todos_lumpen

Top Tweeters in G10:
@indiatoday
@ani
@newsx
@manishdce86
@pti_news
@swamy39
@deepakchopra
@thedailypioneer
@mohfw_india
@cmomaharashtra