COVID, Twitter, 8/3/2021 8:02:37 PM, 259507


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COVID_2021-08-03_01-21-47.xlsx
COVID_2021-08-03_01-21-47.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 03, 2021
Short Description:
COVID via NodeXL https://bit.ly/3ypCYHI
@cdcgov
@mentju4
@tonino6359
@aviater
@art_haddow
@rebeccajoc
@jim_jordan
@fatemperor
@tuckercarlson
@lauramiers

Top hashtags:
#covid
#covid19
#covid_19
#whatshappeninginmyanmar
#july31coup
#coronavirus
#jooxroomsxsingtobd

Description:
Description
The graph represents a network of 11,686 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, 03 August 2021 at 08:40 UTC.

The requested start date was Tuesday, 03 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 0-hour, 1-minute period from Friday, 30 July 2021 at 12:18 UTC to Monday, 02 August 2021 at 12:19 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 : 11686
Unique Edges : 6232
Edges With Duplicates : 12273
Total Edges : 18505
Number of Edge Types : 5
Retweet : 5655
MentionsInRetweet : 6450
Tweet : 3534
Replies to : 908
Mentions : 1958
Self-Loops : 3559
Reciprocated Vertex Pair Ratio : 0.00365286694708878
Reciprocated Edge Ratio : 0.00727914414911216
Connected Components : 3534
Single-Vertex Connected Components : 881
Maximum Vertices in a Connected Component : 566
Maximum Edges in a Connected Component : 1000
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.176426
Graph Density : 6.64001433604507E-05
Modularity : 0.568787
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 11,686 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, 03 August 2021 at 08:40 UTC.

The requested start date was Tuesday, 03 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 0-hour, 1-minute period from Friday, 30 July 2021 at 12:18 UTC to Monday, 02 August 2021 at 12:19 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:
[25] https://www.city.kobe.lg.jp/a73576/kenko/health/infection/protection/covid-19_vaccine_reservation.html
[24] https://www.theepochtimes.com/mkt_morningbrief/cdc-397-children-suffered-heart-inflammation-after-covid-19-vaccine_3928019.html
[17] https://www.rt.com/news/530759-sweden-delta-masks-zero-covid-deaths/
[15] https://www.cnbc.com/2021/07/30/cdc-study-shows-74percent-of-people-infected-in-massachusetts-covid-outbreak-were-fully-vaccinated.html
[13] https://www.nytimes.com/2021/07/30/us/coronavirus-florida-hospitals.html
[12] https://financialpost.com/news/economy/long-covid-defies-understanding-with-some-fearing-it-could-be-this-generations-polio/wcm/1d024d9d-b371-4132-b553-048fcfe8f68a/amp/
[12] https://twitter.com/kyawhsanhlaing1/status/1422128024544169992
[11] https://www.conexaopolitica.com.br/congresso/brasil-paralelo-questiona-pedido-de-quebra-de-sigilo-bancario-na-cpi-da-covid/?utm_source=dlvr.it&utm_medium=twitter
[11] https://twitter.com/IrrawaddyNews/status/1422132227928821764
[11] http://trib.al/AO3sZk0

Top URLs in Tweet in G1:
[12] https://twitter.com/kyawhsanhlaing1/status/1422128024544169992
[11] https://twitter.com/IrrawaddyNews/status/1422132227928821764
[5] https://www.cnn.com/2021/07/31/us/new-orleans-covid-19-surge/index.html
[4] https://twitter.com/IrrawaddyNews/status/1421068420401958920
[3] https://twitter.com/KenRoth/status/1421313816470622210
[3] https://news.google.com/__i/rss/rd/articles/CBMiK2h0dHBzOi8vd3d3LnlvdXR1YmUuY29tL3dhdGNoP3Y9Z25zRXBNVS1jdE3SAQA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[2] https://boingboing.net/2021/07/29/trump-voting-states-are-experiencing-new-covid-cases-at-a-much-higher-rate-than-biden-states.html
[2] https://racurs.ua/2906-infekcionist-raskritikovala-zayavlenie-minzdrava-o-covid-vakcinacii.html
[2] https://www.cbc.ca/news/health/why-delta-variant-spreads-fast-covid-1.6120982
[2] https://www.nytimes.com/live/2021/07/30/world/covid-delta-variant-vaccine/a-third-of-white-tailed-deer-tested-in-a-survey-were-exposed-to-the-coronavirus

Top URLs in Tweet in G2:
[4] https://trib.al/W2hlEjs
[2] https://www.foxnews.com/politics/fauci-top-scientist-called-to-brief-top-committees
[2] https://rumble.com/vkjo85-gaetz-covid-carrying-illegals-need-to-be-stopped.html?mref=1kztv&mc=6zrce&utm_source=twitter
[2] https://www.mediaite.com/tv/meghan-mccain-says-she-has-a-higher-likelihood-of-getting-shot-to-death-in-d-c-than-dying-of-covid/
[2] https://twitter.com/MattWalshBlog/status/1421167619013480450
[1] https://twitter.com/DaveVescio/status/1421993725744410624
[1] https://twitter.com/repcuellar/status/1421602214376845315
[1] https://nyti.ms/3idEqrf
[1] https://nyti.ms/3zQq2uP
[1] https://nyti.ms/3zQqmKc

Top URLs in Tweet in G3:
[2] https://www.huffpost.com/entry/dan-gelber-miami-beach-florida-desantis-covid-pied-piper_n_610733c9e4b0fd216c26e6f3
[2] https://www.rawstory.com/florida-desantis/
[2] https://twitter.com/marcorubio/status/1420767103435542535
[1] https://www.cnn.com/2021/07/29/health/louisiana-covid-19-hotspot/index.html
[1] https://ktla.com/news/nationworld/i-should-have-gotten-the-damn-vaccine-las-vegas-father-of-5-dies-after-contracting-covid-19-in-socal/
[1] https://twitter.com/marcorubio/status/1422152156740784130
[1] https://www.motherjones.com/politics/2021/07/the-obscene-hypocrisy-of-republicans-blaming-everyone-but-themselves-the-covid-edition/
[1] https://www.usnews.com/news/best-states/florida/articles/2021-08-01/florida-breaks-record-for-covid-19-hospitalizations
[1] http://trib.al/y4h2at9
[1] http://trib.al/MdCvWeQ

Top URLs in Tweet in G4:
[3] https://www.washingtonpost.com/health/2021/07/31/vaccinated-angry-at-unvaccinated/?utm_campaign=wp_main&utm_medium=social&utm_source=facebook
[2] https://www.thetimes.co.uk/article/ff3d343e-f379-11eb-8f01-2c678acbb979?shareToken=edada85fde9c7a4ca89f2b01666fae20
[2] https://news.sky.com/story/ministers-abused-taxpayers-cash-by-paying-for-polling-of-labour-figures-during-covid-crisis-12367431

Top URLs in Tweet in G5:
[1] https://twitter.com/shahidasupian/status/1385525278215049219

Top URLs in Tweet in G7:
[1] https://www.janmabhumi.in/news/india/johnson-johnson-withdraws-accelerated-approval-of-its-covid-vaccine-in-india
[1] https://indianexpress.com/article/india/record-87-8-lakh-doses-on-31st-india-meets-july-target-7433813/
[1] https://twitter.com/ChiefRamban/status/1421335941730291713
[1] https://www.indiatvnews.com/education/higher-studies-ignou-final-year-students-online-exams-protest-offline-mode-safety-travel-covid-twitter-latest-news-721921
[1] https://twitter.com/indiatvnews/status/1419331894806683653
[1] https://www.indiatvnews.com/news/india/karnataka-lockdown-revised-guidelines-covid-rtpcr-report-mandatory-for-kerala-maharashtra-723353
[1] https://www.mygov.in/covid-19
[1] https://pledge.mygov.in

Top URLs in Tweet in G8:
[5] https://swprs.org/covid-vaccines-the-good-the-bad-the-ugly/
[3] https://rumble.com/vkj7yg-dr.-mccullough-the-never-needed-to-be-lockdowns-the-covid-myth.html
[1] https://sciencebasedmedicine.org/cognitive-illusions-and-how-not-to-write-about-covid-19-and-children/
[1] https://www.dailymail.co.uk/news/article-9844701/SAGE-Covid-variant-kill-one-three-people.html?ito=native_share_article-masthead
[1] https://twitter.com/alinouriphd/status/1421982077092868102
[1] https://justtreatment.org/news/trips-waiver-pharma-profits
[1] https://twitter.com/jordan120/status/1421007064021807108
[1] https://www.theepochtimes.com/mkt_morningbrief/cdc-397-children-suffered-heart-inflammation-after-covid-19-vaccine_3928019.html/amp?__twitter_impression=true
[1] https://hansard.parliament.uk/Commons/2020-12-14/debates/782DBCA8-620D-473C-A8CB-CCB9C0F78DF5/Covid-19Vaccination
[1] https://www.surreyheartlandsccg.nhs.uk/covid-19/coronavirus-covid-19-vaccination-centres

Top URLs in Tweet in G9:
[2] https://www.bitchute.com/video/AYvCetnuH5aG/
[2] https://www.youtube.com/channel/UC0vn8ISa4LKMunLbzaXLnOQ
[2] https://science.thewire.in/the-sciences/luc-montagniers-views-on-covid-vaccines-are-latest-of-his-wrong-vexing-ideas/
[1] https://www.cdc.gov/csels/dls/locs/2021/07-21-2021-lab-alert-Changes_CDC_RT-PCR_SARS-CoV-2_Testing_1.html
[1] https://dailysceptic.org/2021/07/30/brits-must-get-vaccinated-if-they-want-to-travel-internationally-again-says-grant-shapps/
[1] https://www.independent.co.uk/news/business/news/furlough-jobs-business-employment-covid-b1894585.html
[1] https://www.dailymail.co.uk/news/article-9841249/More-50-Tory-MPs-prepared-vote-AGAINST-misguided-Covid-passports.html
[1] https://twitter.com/greg_price11/status/1420508988639256579

Top URLs in Tweet in G10:
[12] https://financialpost.com/news/economy/long-covid-defies-understanding-with-some-fearing-it-could-be-this-generations-polio/wcm/1d024d9d-b371-4132-b553-048fcfe8f68a/amp/
[3] https://www.scientificamerican.com/article/a-tsunami-of-disability-is-coming-as-a-result-of-lsquo-long-covid-rsquo/
[2] https://twitter.com/lauramiers/status/1421969767649447944
[1] https://www.wbur.org/hereandnow/2021/06/28/coronavirus-long-hauler-crisis
[1] https://www.sacbee.com/news/coronavirus/article252776193.html#storylink=cpy
[1] https://www.sacbee.com/news/coronavirus/article252776193.html
[1] https://twitter.com/lauramiers/status/1378993564349267974
[1] https://www.theguardian.com/society/2021/jul/15/long-covid-has-more-than-200-symptoms-study-finds

Top Domains
Top Domains in Tweet in Entire Graph:
[413] twitter.com
[96] co.uk
[57] nytimes.com
[50] com.br
[49] trib.al
[47] theguardian.com
[38] bit.ly
[36] theepochtimes.com
[32] youtube.com
[30] cnn.com

Top Domains in Tweet in G1:
[140] twitter.com
[16] com.br
[13] co.uk
[12] nytimes.com
[9] washingtonpost.com
[9] theguardian.com
[7] msn.com
[7] cnn.com
[7] apple.news
[6] com.ar

Top Domains in Tweet in G2:
[11] twitter.com
[6] nyti.ms
[4] trib.al
[4] nytimes.com
[3] cdc.gov
[2] foxnews.com
[2] nbcnews.to
[2] cnn.com
[2] rumble.com
[2] mediaite.com

Top Domains in Tweet in G3:
[3] twitter.com
[2] huffpost.com
[2] rawstory.com
[2] trib.al
[1] cnn.com
[1] ktla.com
[1] motherjones.com
[1] usnews.com
[1] cbsnews.com
[1] npr.org

Top Domains in Tweet in G4:
[3] washingtonpost.com
[2] co.uk
[2] sky.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G7:
[2] twitter.com
[2] indiatvnews.com
[2] mygov.in
[1] janmabhumi.in
[1] indianexpress.com

Top Domains in Tweet in G8:
[5] swprs.org
[5] twitter.com
[3] co.uk
[3] rumble.com
[2] nhs.uk
[1] sciencebasedmedicine.org
[1] justtreatment.org
[1] theepochtimes.com
[1] parliament.uk
[1] sky.com

Top Domains in Tweet in G9:
[2] bitchute.com
[2] youtube.com
[2] thewire.in
[2] co.uk
[1] cdc.gov
[1] dailysceptic.org
[1] twitter.com

Top Domains in Tweet in G10:
[12] financialpost.com
[3] twitter.com
[3] scientificamerican.com
[2] sacbee.com
[1] wbur.org
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[247] covid
[245] covid19
[101] covid_19
[100] whatshappeninginmyanmar
[52] july31coup
[49] coronavirus
[44] jooxroomsxsingtobd
[33] supportpdfformyanmar
[27] sacwantscoviduncontrollable
[26] deltavariant



Top Hashtags in Tweet in G1:
[58] whatshappeninginmyanmar
[37] covid19
[29] covid
[29] july31coup
[24] myanmarcovidsos
[24] sacwantscoviduncontrollable
[22] stoparrestingdoctors
[18] supportpdfformyanmar
[16] ourgovernmentnug
[16] covid_19

Top Hashtags in Tweet in G2:
[11] covid
[6] covid19
[3] coronavirus
[2] vaxfact
[2] delta
[1] doj
[1] texas
[1] ltcf
[1] travelban
[1] nextrevfnc

Top Hashtags in Tweet in G3:
[4] covid
[3] deathsantis
[2] demvoice1
[2] covidisnotover
[1] getvaccinated
[1] getvaccinatednow
[1] covidvaccine

Top Hashtags in Tweet in G4:
[1] 4corners

Top Hashtags in Tweet in G5:
[1] kerajaanpembunuh
[1] lawan

Top Hashtags in Tweet in G7:
[8] ignou_students_against_offline_exam
[5] cbsepvtstudentsincrisis
[5] covid19
[4] largestvaccinedrive
[3] cancelexamssavelives
[3] covid
[2] ignou_student_want_online_exam
[2] farmersparliament
[2] farmersprotest
[2] ssc_gd_age_relaxation

Top Hashtags in Tweet in G8:
[4] gqptraitorstodemocracy
[4] gqpnihilism
[4] 45lies
[3] covid
[1] peoplesvaccine
[1] johnsonout
[1] thorpepark

Top Hashtags in Tweet in G9:
[2] focusedprotection
[2] covid

Top Words
Top Words in Tweet in Entire Graph:
[8335] covid
[2454] 19
[1121] people
[762] vaccine
[636] vaccinated
[521] cases
[423] more
[336] delta
[328] one
[294] yang

Top Words in Tweet in G1:
[891] covid
[334] 19
[76] people
[64] vaccine
[58] #whatshappeninginmyanmar
[47] more
[41] vaccinated
[37] #covid19
[36] against
[35] junta

Top Words in Tweet in G2:
[96] covid
[32] people
[28] vaccinated
[24] cdcgov
[24] 19
[23] nytimes
[23] variant
[21] delta
[21] potus
[20] spread

Top Words in Tweet in G3:
[124] covid
[44] florida
[36] 19
[28] people
[26] over
[23] cases
[20] govrondesantis
[20] joncoopertweets
[18] many
[18] marcorubio

Top Words in Tweet in G4:
[108] covid
[55] people
[43] news
[42] occupydemocrats
[41] breaking
[35] die
[34] intubate
[34] suffering
[34] tell
[34] afraid

Top Words in Tweet in G5:
[100] covid
[57] semalam
[46] ppv
[46] parlimen
[44] dah
[42] nak
[39] yang
[38] kilang
[36] saya
[34] tapi

Top Words in Tweet in G6:
[116] covid
[86] watching
[85] typicalmsian
[85] robbed
[85] chance
[85] game
[85] mamak
[85] celebrating
[85] together
[84] people

Top Words in Tweet in G7:
[71] covid
[33] narendramodi
[21] students
[18] pmoindia
[14] sir
[14] due
[12] police
[12] please
[11] policing
[11] futuristic

Top Words in Tweet in G8:
[72] covid
[17] cases
[17] vaccinated
[16] biden
[13] 19
[12] gopchairwoman
[11] joe
[11] border
[10] gop
[10] address

Top Words in Tweet in G9:
[39] covid
[9] gbnews
[8] risk
[8] vaccinated
[7] neil
[7] '
[7] against
[6] oliver
[6] 'for
[6] sake

Top Words in Tweet in G10:
[99] covid
[90] lauramiers
[48] mild
[48] hospitalized
[48] media
[47] case
[47] completely
[47] destroyed
[47] life
[47] day

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2348] covid,19
[259] covid,cases
[199] covid,vaccine
[168] delta,variant
[162] contra,covid
[155] fully,vaccinated
[113] vaccinated,people
[110] 19,vaccine
[98] positive,covid
[86] against,covid

Top Word Pairs in Tweet in G1:
[321] covid,19
[34] uses,covid
[34] covid,weapons
[32] junta,uses
[29] contra,covid
[24] weapons,#myanmarcovidsos
[22] #myanmarcovidsos,#stoparrestingdoctors
[22] #stoparrestingdoctors,#sacwantscoviduncontrollable
[21] #whatshappeninginmyanmar,#july31coup
[18] covid,vaccine

Top Word Pairs in Tweet in G2:
[23] covid,19
[17] delta,variant
[14] vaccinated,people
[12] variant,contagious
[12] contagious,chickenpox
[10] chickenpox,spread
[10] spread,vaccinated
[10] people,easily
[7] fully,vaccinated
[6] breaking,news

Top Word Pairs in Tweet in G3:
[36] covid,19
[13] ron,desantis
[13] covid,cases
[10] fact,many
[10] many,covid
[10] 19,patients
[10] patients,think
[10] think,doctor
[10] doctor,lying
[10] lying,diagnosis

Top Word Pairs in Tweet in G4:
[41] breaking,news
[38] occupydemocrats,breaking
[34] intubate,people
[34] people,suffering
[34] suffering,covid
[34] covid,tell
[34] tell,afraid
[34] afraid,beg
[34] beg,die
[34] die,cry

Top Word Pairs in Tweet in G5:
[32] btw,semalam
[32] semalam,ada
[32] ada,pesakit
[32] pesakit,ve
[32] ve,covid
[32] covid,jatuh
[32] jatuh,dari
[32] dari,penang
[32] penang,bridge
[32] bridge,dia

Top Word Pairs in Tweet in G6:
[85] covid,robbed
[85] robbed,chance
[85] chance,watching
[85] watching,game
[85] game,mamak
[85] mamak,celebrating
[85] celebrating,together
[84] typicalmsian,covid
[28] gotta,stop
[28] stop,asking

Top Word Pairs in Tweet in G7:
[11] policing,futuristic
[11] futuristic,compassionate
[11] compassionate,saw
[11] saw,glimpses
[11] glimpses,manner
[11] manner,police
[11] police,forces
[11] forces,helped
[10] narendramodi,policing
[9] due,covid

Top Word Pairs in Tweet in G8:
[13] covid,19
[11] joe,biden
[11] covid,cases
[9] gopchairwoman,joe
[9] biden,address
[9] address,surge
[9] surge,covid
[9] cases,good
[9] good,place
[9] place,start

Top Word Pairs in Tweet in G9:
[6] neil,oliver
[6] oliver,'for
[6] 'for,sake
[6] sake,freedom
[6] freedom,yours
[6] yours,mine
[6] mine,together
[6] together,cheerfully
[6] cheerfully,risk
[6] risk,catching

Top Word Pairs in Tweet in G10:
[47] mild,case
[47] case,covid
[47] covid,completely
[47] completely,destroyed
[47] destroyed,life
[47] life,day
[47] day,hospitalized
[47] hospitalized,hearing
[47] hearing,media
[47] media,describe

Top Replied-To
Top Replied-To in Entire Graph:
@combat__covid
@covid_41
@govrondesantis
@jordan120
@lauramiers
@marcorubio
@gop
@ogwangogwang
@vabvox
@joncoopertweets

Top Replied-To in G2:
@potus
@angry_staffer
@senronjohnson
@swimdancemom1
@sigvoice
@marcuss77850434
@gopleader
@aaronecarroll
@mrbean01956435
@cdcgov

Top Replied-To in G3:
@govrondesantis
@marcorubio
@joncoopertweets
@lindyli
@tacoshirtk
@davidsm35265334
@karenstoeppler
@glossnblush
@dwuhlfelderlaw
@pat_nabong

Top Replied-To in G4:
@rebeccalwelch
@occupydemocrats
@timhannan
@ananavarro

Top Replied-To in G5:
@najibazizz

Top Replied-To in G6:
@teammsia

Top Replied-To in G7:
@pmoindia
@dj_0403
@jyotsnadevi33
@vivekpandey21
@officialignou
@dpradhanbjp
@jm_scindia

Top Replied-To in G8:
@gop
@borisjohnson
@cefilby
@gopchairwoman
@lozzafox
@thomasl57714774
@red65dave
@nadhimzahawi
@cmo_england
@nickgibbuk

Top Replied-To in G9:
@gbnews
@jamesdoleman
@swordthechemist
@saintsouthside
@thejoshpace
@tomphalon
@seamusmacsuibh1
@markbeverley
@dgurdasani1
@georgemontiel2

Top Replied-To in G10:
@lauramiers
@rockergirl81l
@maskupfolk
@sandibachom

Top Mentioned
Top Mentioned in Entire Graph:
@lauramiers
@typicalmsian
@occupydemocrats
@syedsaddiq
@compact_m1ni
@redbaybound
@narendramodi
@tanawatofficial
@aswaliaaa
@washingtonpost

Top Mentioned in G1:
@abi_bolivia
@munimako
@mnboss1
@agoravale
@nationalnewsdm
@benifirdaus91
@neurocirurgiabr
@racursua
@kaelanlee1

Top Mentioned in G2:
@cdcgov
@nytimes
@potus
@joebiden
@angry_staffer
@alexberenson
@surgeon_general
@mattgaetz
@nbcnews
@speakerpelosi

Top Mentioned in G3:
@joncoopertweets
@govrondesantis
@marcorubio
@aaronparnas
@nikkifried
@lollapalooza
@chipfranklin
@lindyli
@petesouza
@jrsburgers

Top Mentioned in G4:
@occupydemocrats
@redbaybound
@ananavarro
@goodlawproject
@angelarayner
@drcraigemerson
@timhannan
@irlagainstfash
@rebeccalwelch
@ecmclaughlin

Top Mentioned in G5:
@aswaliaaa
@najibazizz
@boosulyn
@amirxabdhadi
@cut3things_
@azmanrocks
@shahidasupian
@satisekar
@wallawaniey

Top Mentioned in G6:
@typicalmsian
@woodruffsidney
@marina_ibrahims
@malaysia_covid

Top Mentioned in G7:
@narendramodi
@pmoindia
@dpradhanbjp
@meghupdates
@mnageswarraoips
@ignouvc
@officialignou
@sonusood
@ashwinivaishnaw
@bjp4india

Top Mentioned in G8:
@gopchairwoman
@conservatives
@borisjohnson
@gop
@fatemperor
@kamvtv
@jamesfwells
@sajidjavid
@thorpepark
@gavinwilliamson

Top Mentioned in G9:
@gbnews
@donaldjtrumpjr
@gillianmckeith
@zubymusic
@michaelpsenger
@toadmeister
@patriotuk85
@thecoastguy
@oldmackisback
@swaledalemutton

Top Mentioned in G10:
@lauramiers
@therickydavila
@williamlegate
@abughazalehkat
@skpromasker
@rockergirl81l
@rexchapman
@sandibachom
@brendam41641614

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@tomthunkitsmind
@ichibankuji
@dolartoday
@kompascom
@detikcom
@republikaonline
@s9tmt
@unoticias

Top Tweeters in G1:
@republikaonline
@elpitazotv
@sonialavera
@drtruth247
@jawapos
@timesnow
@jpnncom
@merdekadotcom
@tinamorphis
@exbulletinuk

Top Tweeters in G2:
@slimchick1900
@walmart
@nytimes
@b52malmet
@freedomlosing
@nbcnews
@riskographer2
@vozdeamerica
@gi581d
@rebeccajoc

Top Tweeters in G3:
@fireworkbonnie
@lovealaska1105
@politibunny
@ap
@libbystone2
@joncoopertweets
@charmaxhutt
@lowrad57
@lockhimupusa
@flpalmtree1

Top Tweeters in G4:
@sar_oso
@princessbravato
@1feralkat
@caz5697
@priyanka_twt19
@alfieturner2
@hnturtledove
@outspokenone03
@seanflan45
@talkskip4

Top Tweeters in G5:
@atiqahrhm
@iamnananana_
@azri_akmal98
@ninieysharlleys
@yusbasrial
@mohamadmuzaffar
@assassinassin
@fazirasfh
@10velysz
@fafattttt

Top Tweeters in G6:
@_winterm00n
@frhhzwani
@raymorganlx
@azrulreez
@ieka93
@osnapmalz
@0wh0
@namkeenjalebi
@catterliyah_
@kellygraceless

Top Tweeters in G7:
@56perumal
@innovativehindu
@ndtv
@indiatvnews
@airnewsalerts
@meenavyas50
@bjp4india
@jyotsnadevi33
@dj_0403
@hindunatl

Top Tweeters in G8:
@edwardarowe1
@costacoffee
@fascinatorfun
@lsw12612672511
@tomiahonen
@dahart66
@theipaper
@castoropollux2
@wobbledance1
@christophcrews

Top Tweeters in G9:
@terrytyler4
@georgegalloway
@sirbasilbrush
@jamesdoleman
@reveident
@3112mel
@barbaragoggin4
@zubymusic
@nigella_i5e
@proftimnoakes

Top Tweeters in G10:
@inspiteoftrump
@auntsophie1
@dancindoti
@djriter
@find45sdealer
@drdoodlie1994
@sandibachom
@lesley_nope
@annemarieflynn2
@td_stewart


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