Coronavirus, Twitter, 3/27/2022 11:31:15 AM, 273797


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Coronavirus_2022-03-27_01-50-41.xlsx
Coronavirus_2022-03-27_01-50-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 27, 2022
Short Description:
Coronavirus via NodeXL https://bit.ly/3tFPMtN
@jamesmelville
@nytimes
@devisridhar
@microbesinfo
@superma54009805
@wsjp_insight
@bnodesk
@washingtonpost
@sophielouisecc
@theheppsmrs

Top hashtags:
#coronavirus
#covid19
#covid
#新型コロナウイルス
#qanda
#factcheck
#covid_19

Description:
Description
The graph represents a network of 8,526 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 27 March 2022 at 09:14 UTC.

The requested start date was Sunday, 27 March 2022 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 2-day, 0-hour, 26-minute period from Wednesday, 23 March 2022 at 11:58 UTC to Friday, 25 March 2022 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 : 8526
Unique Edges : 4097
Edges With Duplicates : 11166
Total Edges : 15263
Number of Edge Types : 5
Retweet : 4854
MentionsInRetweet : 5597
Tweet : 2868
Replies to : 480
Mentions : 1464
Self-Loops : 2947
Reciprocated Vertex Pair Ratio : 0.0065874266074753
Reciprocated Edge Ratio : 0.0130886328069427
Connected Components : 2398
Single-Vertex Connected Components : 1242
Maximum Vertices in a Connected Component : 1982
Maximum Edges in a Connected Component : 4148
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 9.334439
Graph Density : 9.67060906676352E-05
Modularity : 0.521879
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,526 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 27 March 2022 at 09:14 UTC.

The requested start date was Sunday, 27 March 2022 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 2-day, 0-hour, 26-minute period from Wednesday, 23 March 2022 at 11:58 UTC to Friday, 25 March 2022 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 : Coronavirus
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:
[114] https://www.worldometers.info/coronavirus/
[108] https://www.abc.net.au/news/2020-08-13/fact-check-budget-debt-coronavirus-pandemic/12545628
[106] https://newsdigest.jp/pages/coronavirus/
[55] https://www.skynews.com.au/australia-news/coronavirus/clive-palmer-refused-icu-treatment-while-battling-covid19-in-favour-of-taking-ivermectin-and-hydroxychloroquine/news-story/c6fc9735e2e93c2a2ebbc987198e2f9c
[30] http://obamaschannel.blogspot.com/2022/03/teneis-que-ver-you.html?m=1
[28] https://www3.nhk.or.jp/news/special/coronavirus/data/
[26] https://www.nu.nl/coronavirus/6191417/gezondheidsraad-adviseert-extra-booster-voor-60-plussers-door-groot-aantal-besmettingen.html?redirect=1
[21] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[21] https://www.washingtonpost.com/health/2022/03/23/moderna-says-its-coronavirus-vaccine-young-children-is-safe-efficacy-is-more-complicated-picture/
[18] https://www1.wdr.de/nachrichten/themen/coronavirus/long-covid-corona-behandlung-psychologisch-100.html

Top URLs in Tweet in G1:
[16] https://www.washingtonpost.com/health/2022/03/23/moderna-says-its-coronavirus-vaccine-young-children-is-safe-efficacy-is-more-complicated-picture/
[12] https://www3.nhk.or.jp/news/special/coronavirus/data/
[9] https://fij.info/coronavirus-feature/overseas#tempo0211
[8] https://www.nu.nl/coronavirus/6191417/gezondheidsraad-adviseert-extra-booster-voor-60-plussers-door-groot-aantal-besmettingen.html?redirect=1
[7] https://www.worldometers.info/coronavirus/
[5] https://www.cbc.ca/news/canada/ottawa/coronavirus-rises-wastewater-ottawa-1.6393622
[5] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[5] https://www.leicestercityccg.nhs.uk/my-health/coronavirus-advice/coronavirus-vaccine/
[5] https://www.axios.com/coronavirus-pandemics-politics-masks-vaccines-deaths-2644f22b-fa77-4e34-a6fe-8b492172dff2.html
[4] https://www.cnn.com/2022/03/23/world/coronavirus-newsletter-intl-23-03-22/index.html

Top URLs in Tweet in G2:
[8] https://www.worldometers.info/coronavirus/
[7] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[4] https://www.miamiherald.com/news/coronavirus/article259721300.html?taid=623d94809443840001c87fcc&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[2] https://www.latimes.com/california/story/2022-03-23/proportion-of-omicron-ba-2-cases-rising-rapidly-is-a-surge-coming-or-just-a-ripple
[2] https://www.latimes.com/politics/story/2022-03-22/hillary-clinton-tests-positive-for-covid
[2] https://www3.nhk.or.jp/news/special/coronavirus/data/
[1] https://www.info-coronavirus.be/de/luftung/
[1] https://jp.reuters.com/article/health-coronavirus-france-hospitalisatio-idJPKCN2LK030

Top URLs in Tweet in G3:
[6] https://commonslibrary.parliament.uk/expiry-of-the-coronavirus-acts-temporary-provisions/
[2] https://www.independent.co.uk/news/health/coronavirus-news-face-masks-increase-risk-infection-doctor-jenny-harries-a9396811.html
[1] https://www.youtube.com/watch?v=s9HoAysn4go

[1] https://twitter.com/janedzisiewski/status/1333841220104228869
[1] https://www.ctvnews.ca/health/coronavirus/norway-warns-of-vaccination-risks-for-very-frail-older-people-1.5268852
[1] https://www.gov.uk/government/publications/covid-19-response-living-with-covid-19/covid-19-response-living-with-covid-19#legislation
[1] https://www.express.co.uk/news/politics/1582678/nadhim-zahawi-coronavirus-schools-children-news

Top URLs in Tweet in G4:
[105] https://newsdigest.jp/pages/coronavirus/
[12] https://www3.nhk.or.jp/news/special/coronavirus/data-all/
[1] https://www3.nhk.or.jp/news/special/coronavirus/world-situation/detail/israel_03.html
[1] https://web.sapmed.ac.jp/canmol/coronavirus/japan_death.html?s=y#date
[1] https://www3.nhk.or.jp/news/html/20220324/k10013549771000.html
[1] https://www3.nhk.or.jp/news/html/20220325/k10013551951000.html
[1] https://web.sapmed.ac.jp/canmol/coronavirus/japan_death.html?s=y&y=0#date
[1] https://web.sapmed.ac.jp/canmol/coronavirus/japan_death.html?s=y&y=21
[1] https://web.sapmed.ac.jp/canmol/coronavirus/japan_death.html?s=y&y=28#date

Top URLs in Tweet in G5:
[1] http://trib.al/Vwaguiw
[1] http://trib.al/dzv7cRk
[1] http://trib.al/AonFV9q
[1] https://www.jpost.com/health-and-wellness/coronavirus/can-you-grow-covid-19-vaccine-lettuce-uc-riverside-scientists-think-so-679655
[1] https://ft.trib.al/KdLS2GJ

Top URLs in Tweet in G6:
[1] https://www.independent.co.uk/news/health/coronavirus-news-face-masks-increase-risk-infection-doctor-jenny-harries-a9396811.html
[1] https://twitter.com/jujuliagrace/status/1507272848997593089
[1] https://www.gov.uk/government/publications/coronavirus-act-report-march-2022
[1] https://www.volkskrant.nl/nieuws-achtergrond/gezondheidsraad-tweede-booster-voor-60-plussers-massale-revaccinatiecampagne-voorlopig-niet-nodig~be28e217/
[1] https://www.volkskrant.nl/nieuws-achtergrond/dit-coronavirus-laat-zich-niet-bedwingen-we-zullen-moeten-wennen-aan-de-nieuwe-realiteit~b7ea65f4/
[1] https://www.nu.nl/binnenland/6025578/schiphol-en-airlines-treffen-nog-geen-maatregelen-tegen-coronavirus.html

Top URLs in Tweet in G7:
[99] https://www.abc.net.au/news/2020-08-13/fact-check-budget-debt-coronavirus-pandemic/12545628
[2] https://myzen.blog/
[1] https://www.qantas.com/au/en/coronavirus/health-while-flying.html

Top URLs in Tweet in G9:
[9] https://www.thestar.com/news/canada/2022/03/23/coronavirus-covid-19-update-toronto-ontario-march-23.html?utm_source=Twitter&utm_medium=SocialMedia&utm_campaign=National&utm_content=modernashot
[7] https://www.rte.ie/news/coronavirus/2022/0324/1288150-covid-ireland/
[5] http://ws-jp.co.jp/2020/09/06/science-technology-9-coronavirus-11/
[4] http://ws-jp.co.jp/2020/12/06/science-technology-18-coronavirus-21/
[4] http://ws-jp.co.jp/2021/02/15/science-technology-22-coronavirus-24/
[4] http://ws-jp.co.jp/2021/04/09/science-technology-23-coronavirus-25/
[3] https://www.npr.org/sections/goatsandsoda/2022/03/23/1088236568/when-2-coronavirus-variants-meet-inside-1-person-a-frankenstein-hybrid-can-be-bo
[3] https://www.rte.ie/news/coronavirus/2022/0325/1288358-kingston-mills-covid/
[3] http://ws-jp.co.jp/2020/08/24/world-6/
[3] https://www.businessinsider.com/advocates-of-coronavirus-mass-infection-deny-herd-immunity-support-2021-1?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter

Top URLs in Tweet in G10:
[3] https://www.spiegel.de/wissenschaft/medizin/coronavirus-paul-ehrlich-institut-haelt-antigentests-auch-bei-omikron-fuer-zuverlaessig-a-35e11130-9bf4-4d85-88f6-123f8c2be02f
[3] https://rp-online.de/panorama/coronavirus/corona-hilft-cannabis-gegen-das-virus-us-studie-untersucht-es_aid-65405957
[2] https://www.augsburger-allgemeine.de/politik/corona-krise-virologin-protzer-haelt-gefaehrlichere-corona-varianten-fuer-extrem-unwahrscheinlich-id62158741.html
[2] https://www.swr3.de/aktuell/coronavirus/aktuelle-entwicklungen-zum-coronavirus-100.html
[1] https://www.berliner-zeitung.de/news/polen-schafft-maskenpflicht-ab-li.218585
[1] https://www.ndr.de/nachrichten/hamburg/coronavirus/Hamburg-Rot-Gruen-will-die-Maskenpflicht-verlaengern,corona10400.html
[1] https://rp-online.de/panorama/coronavirus/corona-nrw-kliniken-verschieben-operationen-personal-fehlt_aid-67385391
[1] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2021-08-22..latest&facet=none&pickerSort=asc&pickerMetric=location&Metric=Share+of+positive+tests&Interval=Weekly&Relative+to+Population=true&Color+by+test+positivity=false&country=~DEU

Top Domains
Top Domains in Tweet in Entire Graph:
[132] worldometers.info
[120] net.au
[112] twitter.com
[106] newsdigest.jp
[100] gov.uk
[99] nhs.uk
[95] com.au
[73] or.jp
[67] co.uk
[64] washingtonpost.com

Top Domains in Tweet in G1:
[43] nhs.uk
[40] twitter.com
[37] gov.uk
[35] washingtonpost.com
[27] co.uk
[22] com.ar
[22] or.jp
[19] com.br
[16] ourworldindata.org
[14] worldometers.info

Top Domains in Tweet in G2:
[9] or.jp
[8] worldometers.info
[4] latimes.com
[4] miamiherald.com
[1] info-coronavirus.be
[1] reuters.com

Top Domains in Tweet in G3:
[6] parliament.uk
[3] co.uk
[1] youtube.com
[1] twitter.com
[1] ctvnews.ca
[1] gov.uk

Top Domains in Tweet in G4:
[105] newsdigest.jp
[15] or.jp
[4] ac.jp

Top Domains in Tweet in G5:
[4] trib.al
[1] jpost.com

Top Domains in Tweet in G6:
[2] volkskrant.nl
[1] co.uk
[1] twitter.com
[1] gov.uk
[1] nu.nl

Top Domains in Tweet in G7:
[99] net.au
[2] myzen.blog
[1] qantas.com

Top Domains in Tweet in G9:
[36] co.jp
[11] twitter.com
[10] rte.ie
[9] thestar.com
[4] businessinsider.com
[3] npr.org
[2] hpsc.ie
[2] hostnoc.com
[1] abcn.ws
[1] bit.ly

Top Domains in Tweet in G10:
[4] rp-online.de
[3] spiegel.de
[2] augsburger-allgemeine.de
[2] swr3.de
[1] berliner-zeitung.de
[1] ndr.de
[1] ourworldindata.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[933] coronavirus
[706] covid19
[254] covid
[102] 新型コロナウイルス
[100] qanda
[100] factcheck
[97] covid_19
[92] corona
[74] covidー19
[71] 京都府知事選挙



Top Hashtags in Tweet in G1:
[272] coronavirus
[157] covid19
[54] covid
[22] corona
[18] news
[14] covid_19
[13] pandemia
[12] lockdown
[12] socialdistancing
[10] vaccine

Top Hashtags in Tweet in G2:
[7] coronavirus

Top Hashtags in Tweet in G3:
[1] governmentbydecree
[1] coronavirusact
[1] england

Top Hashtags in Tweet in G4:
[101] 新型コロナウイルス
[76] covid19
[71] 京都府知事選挙
[71] かじかわ憲
[1] かじかわさんでこんな京都にしたい

Top Hashtags in Tweet in G5:
[74] covid
[5] covid19

Top Hashtags in Tweet in G7:
[99] qanda
[99] factcheck
[2] coronavirus
[2] covid19

Top Hashtags in Tweet in G9:
[18] coronavirus
[9] breaking
[8] covid19
[4] コロナウイルス
[3] npr
[3] 新型コロナ
[2] variant
[2] variants
[2] crisismanagement
[2] publicpolicy

Top Hashtags in Tweet in G10:
[6] gesundheitsämter
[3] coronavirus
[3] covid19
[3] polen
[3] masken
[3] karlamzug
[2] sarscov2
[2] corona
[2] ticker
[1] sars_cov_2

Top Words
Top Words in Tweet in Entire Graph:
[3499] coronavirus
[1643] covid
[1059] 19
[933] #coronavirus
[706] #covid19
[637] cases
[573] act
[540] vaccine
[496] people
[463] pandemic

Top Words in Tweet in G1:
[741] coronavirus
[335] covid
[272] #coronavirus
[228] 19
[157] #covid19
[130] vaccine
[103] cases
[101] 2020
[100] more
[95] 2022

Top Words in Tweet in G2:
[258] coronavirus
[239] cases
[227] bnodesk
[211] reports
[200] increase
[177] last
[177] week
[161] york
[161] state
[136] 875

Top Words in Tweet in G3:
[212] coronavirus
[208] act
[154] expired
[91] jamesmelville
[85] england
[56] being
[49] years
[48] davidkurten
[47] terrible
[47] force

Top Words in Tweet in G4:
[120] 詳細は下記urlより
[101] #新型コロナウイルス
[88] masaru_kaneko
[79] newsdigestweb
[76] #covid19
[71] コロナ感染の死者数
[71] 直近1週間の人口あたり死者
[71] は現時点
[71] 3月23日現在
[71] で京都が全国ワースト1位でしかも飛び抜けて多い

Top Words in Tweet in G5:
[137] ap
[133] spent
[122] coronavirus
[110] federal
[74] make
[74] sick
[74] #covid
[74] funding
[74] went
[74] million

Top Words in Tweet in G6:
[167] coronavirus
[146] act
[86] expired
[38] years
[32] temporary
[32] provisions
[32] today
[32] 348
[32] document
[32] rushed

Top Words in Tweet in G7:
[99] two
[99] thirds
[99] debt
[99] 2019
[99] 20
[99] budget
[99] accrued
[99] before
[99] pandemic
[99] #qanda

Top Words in Tweet in G8:
[128] partir
[128] lunes
[128] tendremos
[128] datos
[128] coronavirus
[128] españa
[128] habrá
[128] notificar
[128] positivos
[127] enfrmrasaturada

Top Words in Tweet in G9:
[47] covid
[42] 19
[20] wsjp_insight
[18] cases
[18] #coronavirus
[15] vol
[14] virus
[13] variants
[12] rtenews
[11] ireland

Top Words in Tweet in G10:
[95] gefährlichere
[82] hört
[59] chanasitjonas
[56] karl_lauterbach
[53] ulrikeprotzer
[53] halte
[53] extrem
[53] unwahrscheinlich
[53] varianten
[53] sehen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[976] covid,19
[546] coronavirus,act
[286] coronavirus,cases
[195] last,week
[176] coronavirus,vaccine
[171] cases,increase
[166] york,state
[166] state,reports
[164] bnodesk,york
[141] reports,875

Top Word Pairs in Tweet in G1:
[203] covid,19
[76] 2020,international
[76] international,olympic
[76] olympic,committee
[76] committee,announced
[76] announced,summer
[76] summer,olympics
[76] olympics,tokyo
[76] tokyo,postponed
[76] postponed,until

Top Word Pairs in Tweet in G2:
[205] coronavirus,cases
[177] last,week
[166] cases,increase
[161] york,state
[161] state,reports
[159] bnodesk,york
[136] reports,875
[136] 875,coronavirus
[136] increase,87
[136] 87,last

Top Word Pairs in Tweet in G3:
[204] coronavirus,act
[84] jamesmelville,coronavirus
[84] act,england
[84] england,expired
[51] act,expired
[48] davidkurten,coronavirus
[47] expired,terrible
[47] terrible,years
[47] years,force
[47] force,fight

Top Word Pairs in Tweet in G4:
[101] 詳細は下記urlより,#新型コロナウイルス
[76] #新型コロナウイルス,#covid19
[71] コロナ感染の死者数,直近1週間の人口あたり死者
[71] 直近1週間の人口あたり死者,は現時点
[71] は現時点,3月23日現在
[71] 3月23日現在,で京都が全国ワースト1位でしかも飛び抜けて多い
[71] で京都が全国ワースト1位でしかも飛び抜けて多い,#京都府知事選挙
[71] #京都府知事選挙,で
[71] で,#かじかわ憲
[71] #かじかわ憲,知事を実現し保健所拡充等によって住民の命と健康を守り抜く京都にしたい

Top Word Pairs in Tweet in G5:
[110] federal,coronavirus
[74] make,sick
[74] sick,#covid
[74] #covid,funding
[74] funding,went
[74] went,spent
[74] spent,million
[74] million,federal
[74] coronavirus,relief
[74] relief,money

Top Word Pairs in Tweet in G6:
[138] coronavirus,act
[70] act,expired
[32] temporary,provisions
[32] provisions,coronavirus
[32] expired,today
[32] today,348
[32] 348,document
[32] document,rushed
[32] rushed,parliament
[31] bellawallerstei,temporary

Top Word Pairs in Tweet in G7:
[99] two,thirds
[99] thirds,debt
[99] debt,2019
[99] 2019,20
[99] 20,budget
[99] budget,accrued
[99] accrued,before
[99] before,pandemic
[99] pandemic,#qanda
[99] #qanda,#factcheck

Top Word Pairs in Tweet in G8:
[128] partir,lunes
[128] lunes,tendremos
[128] tendremos,datos
[128] datos,coronavirus
[128] coronavirus,españa
[128] españa,habrá
[128] habrá,notificar
[128] notificar,positivos
[127] enfrmrasaturada,partir

Top Word Pairs in Tweet in G9:
[42] covid,19
[12] 19,cases
[11] 19,virus
[10] virus,variants
[10] variants,ireland
[10] ireland,date
[10] date,11
[10] 11,627
[10] 627,covid
[10] cases,identified

Top Word Pairs in Tweet in G10:
[53] ulrikeprotzer,halte
[53] halte,extrem
[53] extrem,unwahrscheinlich
[53] unwahrscheinlich,gefährlichere
[53] gefährlichere,varianten
[53] varianten,sehen
[52] chanasitjonas,ulrikeprotzer
[42] keine,gefährlichere
[42] gefährlichere,variante
[41] hört,hört

Top Replied-To
Top Replied-To in Entire Graph:
@poyserdave1
@droz
@539th
@laurenboebert
@monarahalkar
@jamesmelville
@robertmai13
@gab_h_r
@anonxiden
@boozehound6969

Top Replied-To in G2:
@jancc86

Top Replied-To in G3:
@jamesmelville
@grumpyolddoc
@raggedlines
@craptainp
@reedvinc
@davidkurten
@essexpr

Top Replied-To in G5:
@anastas25000045
@iortimjones1

Top Replied-To in G6:
@poyserdave1
@emilyhewertson
@thegamesheet
@mrwelshofwales

Top Replied-To in G7:
@kary_cee

Top Replied-To in G9:
@wfaler
@cioonline
@inc
@grahamohare
@marti_444
@presssec

Top Mentioned
Top Mentioned in Entire Graph:
@bnodesk
@enfrmrasaturada
@abcfactcheck
@statsjamie
@kagrox
@jamesmelville
@masaru_kaneko
@nytimes
@ap
@newsdigestweb

Top Mentioned in G1:
@safetymentalst
@medhajnewsapp
@telefesalta
@kazuhiroyoshio2
@sameepshastri
@industrytechin
@oscaragugav
@prismaspedizion
@jayi_wang

Top Mentioned in G2:
@bnodesk
@influenzer3
@latimes
@lpietrzak20
@calcijp
@miamiherald
@morgfair

Top Mentioned in G3:
@jamesmelville
@davidkurten
@deadferrets
@mattgubba
@nadhimzahawi
@tonyhinton2016
@essexpr
@humanrights4uk
@org_scp
@lindycowling

Top Mentioned in G4:
@masaru_kaneko
@newsdigestweb
@inoueshin0

Top Mentioned in G5:
@ap
@seanspicer
@spiriteddielow
@gmwatch
@anastas25000045
@ftchina
@axios

Top Mentioned in G6:
@bellawallerstei
@andinothernews3
@dominiquetaegon
@sophielouisecc
@emilyhewertson
@hicksyalex
@accountingetc
@volkskrant
@charlotteemmauk
@ginnymooy

Top Mentioned in G7:
@abcfactcheck
@dwabriz
@lid05
@slsandpet

Top Mentioned in G8:
@enfrmrasaturada

Top Mentioned in G9:
@wsjp_insight
@rtenews
@hpscireland
@torontostar
@fergalbowers
@entrepreneur
@businessinsider
@thehackersnews
@microsoft
@business

Top Mentioned in G10:
@chanasitjonas
@karl_lauterbach
@ulrikeprotzer
@a
@janoschdahmen
@individ_impfen
@aufmerken
@funbaker
@wdraktuell
@az_augsburg

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@pulpnews
@zazoomblog
@infoitinterno
@tomthunkitsmind
@rojname_com
@informacija
@dichristine
@manchan_sub_acc
@zyitegadgets

Top Tweeters in G1:
@elnacionalweb
@pulpnews
@zazoomblog
@infoitinterno
@rojname_com
@informacija
@zyitegadgets
@la_iguanatv
@stigmabasea
@jacekwierzbicki

Top Tweeters in G2:
@aepishere
@navroopsingh_
@morgfair
@ken_crichlow
@estigiaed
@otakutokkai
@2amongsfrippies
@bethsinniresist
@noybsk2017
@pppatticake

Top Tweeters in G3:
@wardj15
@z_chrissie
@iutruthtellers
@ton_blind
@hhelenakhl
@12fv123
@garyhulme1812
@elainecoulson58
@essexpr
@hall_gregson

Top Tweeters in G4:
@kzooooo
@yukiko45828
@aburadakos
@jun_84
@aimamd81
@akagetto
@hoikita7
@kiq
@tull_2003
@iriyamazu_b

Top Tweeters in G5:
@falconhamada_90
@robre62
@bdnews24
@_redfrog
@viriyabot
@raynengrace
@djriter
@sissywillis
@nofixedabode
@ap

Top Tweeters in G6:
@monasmitte
@richlin11a
@volkskrant
@trdisoprtr
@hairlossclinic1
@5mutmeg
@swinny198
@grizzly712
@funlovingnicole
@mom2kidz63

Top Tweeters in G7:
@mwhalan
@slsandpet
@fedupofpollys
@nikt50
@bigtoes44
@barbvee
@spudbenbean
@deniseshrivell
@pwwingman
@srb1970rita

Top Tweeters in G8:
@carmenrechiweb
@chameloski29
@eva_fearless
@miriamirrors
@lufg_17
@rojarojae
@ainhoasantos_
@alex_under16
@conldelaura99
@vegetalbazr

Top Tweeters in G9:
@inquirerdotnet
@reuters
@business
@businessinsider
@irishtimes
@mailonline
@abc
@forbes
@torontostar
@jonathanotcher1

Top Tweeters in G10:
@beltschazzara
@spasskultur
@tini68274439
@efdlan
@lyanna_md
@az_augsburg
@dave__lightman
@lissymarler
@anuschka_ann
@crowleywitch


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