COVID, Twitter, 7/30/2022 8:21:39 AM, 279738


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COVID_2022-07-30_00-19-13.xlsx
COVID_2022-07-30_00-19-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2022
Short Description:
COVID via NodeXL https://bit.ly/3cLNRxH
@barnettforaz
@potus
@kylenabecker
@jackposobiec
@joan1barb
@gwhitics1
@coniinthegarden
@lapublichealth
@nguyen_kevin
@hamill_law

Top hashtags:
#covid
#renjun
#covid19
#nctdream
#covid_19
#perthnakhun
#prevención

Description:
Description
The graph represents a network of 11,014 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 Saturday, 30 July 2022 at 07:29 UTC.

The requested start date was Saturday, 30 July 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, 1-minute period from Wednesday, 27 July 2022 at 12:18 UTC to Friday, 29 July 2022 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 : 11014
Unique Edges : 5972
Edges With Duplicates : 11386
Total Edges : 17358
Number of Edge Types : 5
Replies to : 1150
Mentions : 2087
Retweet : 5349
MentionsInRetweet : 6098
Tweet : 2674
Self-Loops : 2701
Reciprocated Vertex Pair Ratio : 0.00389451429843107
Reciprocated Edge Ratio : 0.00775881179339393
Connected Components : 2984
Single-Vertex Connected Components : 962
Maximum Vertices in a Connected Component : 1086
Maximum Edges in a Connected Component : 2188
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 8.472146
Graph Density : 7.43793042117005E-05
Modularity : 0.582577
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,014 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 Saturday, 30 July 2022 at 07:29 UTC.

The requested start date was Saturday, 30 July 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, 1-minute period from Wednesday, 27 July 2022 at 12:18 UTC to Friday, 29 July 2022 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:
[13] https://onlinelibrary.wiley.com/doi/10.1111/irv.13027
[12] https://www.ctvnews.ca/health/testing-people-hours-before-an-event-can-reduce-covid-19-transmission-study-1.6006751
[10] https://www.instagram.com/p/CgjNa4VJYY2/
[9] https://thenationalpulse.com/2022/07/22/unvaccinated-people-remain-contagious-with-covid-19-for-shorter-period-of-time/
[9] https://www.reuters.com/business/healthcare-pharmaceuticals/pfizer-reaffirms-annual-sales-forecast-covid-19-products-2022-07-28/?taid=62e27c9e69bb52000177c058&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.abc.net.au/news/health/2022-07-29/covid-19-three-myths-challenge-lies-ahead/101274980
[7] https://dailycaller.com/2022/07/28/cdc-big-tech-censorship-covid-coronavirus-vaccine/
[7] https://redstate.com/levon/2022/07/28/mother-sues-lausd-after-son-received-covid-19-vaccine-without-her-consent-n602874
[5] https://www.theguardian.com/society/2022/jul/28/covid-vaccinations-effect-on-periods-and-menopause-needs-more-research
[5] https://www.pjj.tv/video/premia-za-pacjentow-z-covid-minister-niedzielski/

Top URLs in Tweet in G1:
[3] https://www.yokohamafc.com/2022/07/28/covid-2130/
[2] https://twitter.com/NCTDREAMCENTER/status/1552262892082212864
[2] https://grandesmedios.com/paxlovid-farmaco-covid-19/
[2] https://www.chanboox.com/2022/07/27/cierre-escolar-por-covid-en-california-elevo-disparidad-racial-y-suspensiones/
[2] https://www.theguardian.com/world/2022/jul/27/uk-scientists-take-promising-step-towards-single-covid-and-cold-vaccine?CMP=share_btn_tw
[2] https://redstate.com/levon/2022/07/28/mother-sues-lausd-after-son-received-covid-19-vaccine-without-her-consent-n602874
[2] https://chronicle.lu/category/medical/41922-covid-19-weekly-report-cases-down-26-over-1-week
[2] https://twitter.com/BBhuttoZardari/status/1552563714381021184
[2] https://apnews.com/article/covid-health-seoul-south-korea-nuclear-weapons-e285be60ef404092fe3324748fa60707
[2] https://ajlamesa.medium.com/happy-4th-of-july-today-we-should-declare-our-independence-from-excessive-covid-19-testing-2a14e112c50

Top URLs in Tweet in G2:
[2] https://www.soompi.com/article/1537773wpp/zico-cancels-upcoming-music-show-appearances-following-covid-19-diagnosis
[2] https://www.soompi.com/article/1538118wpp/nct-dreams-sold-out-dome-concert-cancelled-after-renjun-tests-positive-for-covid-19
[1] https://nct-jp.net/news/detail.php?id=1101644

Top URLs in Tweet in G4:
[4] https://www.dailywire.com/news/watch-tucker-carlson-confirms-viewers-prefer-a-new-name-for-monkeypox-schlong-covid?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[3] https://www.pharmaceutical-technology.com/comment/parallel-export-covid-19/
[2] https://twitter.com/ericswalwell/status/1552298663900110850
[2] https://www.theepochtimes.com/covid-jabs-impact-both-male-and-female-fertility_4619827.html?utm_source=ref_share&utm_campaign=tw&rs=SHRNBSWT
[2] https://childrenshealthdefense.org/?post_type=defender&p=181136#disqus_thread
[1] https://www.dailymail.co.uk/news/article-11060439/Tucker-Carlson-pushes-rename-monkeypox-Schlong-COVID.html?ito=social-twitter_dailymailus
[1] https://video.foxnews.com/v/6309853994112
[1] https://philharper.substack.com/p/heres-why-nothing-happened-to-you#
[1] https://twitter.com/tomselliott/status/1551896366783385601
[1] https://twitter.com/tomselliott/status/1552622431134785537

Top URLs in Tweet in G5:
[3] https://www.vtv.gob.ve/dia-864-lucha-contra-covid-27072022/
[3] https://www.vtv.gob.ve/dia-865-lucha-contra-covid-venezuela-28072022/
[3] https://rdnoticiasven.net/venezuela-sumo-635-nuevos-contagios-de-covid-19-este-27jul/
[2] https://venezuela-news.com/covid-19-venezuela-reporto-437-casos-ultimas-24-horas/
[1] https://www.youtube.com/watch?v=EikEYkWj3GQ&feature=youtu.be

[1] https://www.dailymotion.com/video/x8cq1py
[1] https://twitter.com/Gabrielasjr/status/1552381689665650690?t=SvpyRWxNBqh-Bz29t7SO3A&s=19
[1] https://twitter.com/D212_GNB/status/1552964996770009088
[1] https://twitter.com/Mippcivzla/status/1552958287141806080

Top URLs in Tweet in G6:
[1] https://twitter.com/jimihanako/status/1544542584093429760
[1] https://twitter.com/nmcmnc/status/1552575251149893632

Top URLs in Tweet in G7:
[3] https://www.croakey.org/so-many-covid-questions-looking-for-answers/
[2] https://www.bma.org.uk/advice-and-support/covid-19/what-the-bma-is-doing/the-impact-of-the-pandemic-on-population-health-and-health-inequalities
[2] https://www.abc.net.au/news/2022-07-29/rat-manufacturer-rapid-tests-covid-inaccurate-pcr/101282486
[2] https://www.covidpledge.co.uk/
[1] https://twitter.com/CrabbBrendan/status/1552466145025748997
[1] https://brownstone.org/articles/more-than-150-comparative-studies-and-articles-on-mask-ineffectiveness-and-harms/
[1] https://www.youtube.com/watch?v=2SrOMbLthIo&feature=youtu.be

[1] https://www.england.nhs.uk/publication/the-nhs-plan-for-improving-long-covid-services/
[1] https://www.theguardian.com/business/2022/jul/28/rise-of-omicron-subvariants-sends-uk-staff-absence-soaring?CMP=Share_iOSApp_Other
[1] https://www.abc.net.au/news/2022-07-28/australia-covid-response-from-good-to-bad/101277358?utm_campaign=abc_news_web&utm_content=twitter&utm_medium=content_shared&utm_source=abc_news_web

Top URLs in Tweet in G8:
[2] https://www.dailymail.co.uk/news/article-11060959/LA-DROPS-plans-indoor-mask-mandate-cities-rebelled-Covid-rates-stabilized.html?ito=social-twitter_mailonline
[2] https://www.dailymail.co.uk/news/article-11060439/Tucker-Carlson-pushes-rename-monkeypox-Schlong-COVID.html
[1] https://www.dailymail.co.uk/sciencetech/article-11061119/Shocking-photos-snapped-23-countries-wildlife-tangled-face-masks-disposable-gloves.html
[1] https://twitter.com/TuckerCarlson/status/1552834184409976835
[1] https://www.dailymail.co.uk/news/article-11051969/Scientists-develop-chewing-gum-finally-end-COVID-pandemic.html
[1] https://www.dailymail.co.uk/health/article-11057059/Mystery-spike-Covid-deaths-hottest-day-year-Virus-fatalities-doubled-40C-heat.html

Top URLs in Tweet in G9:
[3] https://beckernews.com/dr-fauci-was-once-a-true-believer-in-natural-immunity-covid-doc-called-it-the-best-vaccination-44618/
[2] https://thedailyedge.substack.com/p/covid-continued?r=397x1&s=r&utm_campaign=post&utm_medium=web
[2] https://beckernews.com/55-covid-pandemic-is-over-top-medical-journal-admits-natural-immunity-is-better-than-vaccinated-immunity-alone-45473/
[2] https://beckernews.com/new-covid-19-origins-oversaw-monkeypox-research-at-wuhan-lab-one-year-before-global-outbreak-45076/
[2] https://www.aarp.org/caregiving/health/info-2022/providing-care-amid-ongoing-pandemic.html
[2] https://www.odisseo.com/corfu
[2] https://jobsfind.site/oil-and-gas-service-tech-general-labor/
[2] https://fr.hespress.com/274058-usa-pfizer-affiche-un-bond-de-78-de-benefice-au-t2-2022.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://trib.al/42BlqAN
[1] https://www.paul.senate.gov/sites/default/files/page-attachments/SRPLettertoNIH.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[276] twitter.com
[43] co.uk
[32] theguardian.com
[25] youtube.com
[21] ctvnews.ca
[20] com.br
[19] bit.ly
[16] net.au
[15] wiley.com
[13] nytimes.com

Top Domains in Tweet in G1:
[99] twitter.com
[15] co.uk
[9] com.br
[6] theguardian.com
[4] com.ar
[4] com.au
[4] besthinditech.com
[3] cnn.com
[3] co.jp
[3] wsj.com

Top Domains in Tweet in G2:
[4] soompi.com
[1] nct-jp.net

Top Domains in Tweet in G4:
[5] twitter.com
[4] dailywire.com
[3] pharmaceutical-technology.com
[2] theepochtimes.com
[2] childrenshealthdefense.org
[1] co.uk
[1] foxnews.com
[1] substack.com
[1] rebelnews.com
[1] tctmd.com

Top Domains in Tweet in G5:
[6] gob.ve
[3] twitter.com
[3] rdnoticiasven.net
[2] venezuela-news.com
[1] youtube.com
[1] dailymotion.com

Top Domains in Tweet in G6:
[2] twitter.com

Top Domains in Tweet in G7:
[5] net.au
[4] twitter.com
[3] croakey.org
[2] org.uk
[2] co.uk
[1] brownstone.org
[1] youtube.com
[1] nhs.uk
[1] theguardian.com
[1] theconversation.com

Top Domains in Tweet in G8:
[7] co.uk
[1] twitter.com

Top Domains in Tweet in G9:
[7] beckernews.com
[2] substack.com
[2] aarp.org
[2] odisseo.com
[2] jobsfind.site
[2] hespress.com
[2] miatamil.com
[2] trib.al
[2] twitter.com
[1] senate.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[251] covid
[222] renjun
[105] covid19
[88] nctdream
[71] covid_19
[68] perthnakhun
[58] prevención
[49] cuidémonosdelacovid19
[48] 44771
[35] longcovid



Top Hashtags in Tweet in G1:
[86] covid
[20] covid19
[12] covid_19
[6] monkeypox
[4] news
[3] covidvaccine
[3] datavisualization
[3] datascience
[3] analytics
[3] healthtech

Top Hashtags in Tweet in G2:
[209] renjun
[8] nctdream
[1] mark
[1] 마크
[1] マーク

Top Hashtags in Tweet in G3:
[76] nctdream
[4] 東方神起
[4] tohoshinki
[3] renjun
[2] getwellsoonrenjun
[1] 런쥔
[1] 仁俊
[1] getwellsoonmark

Top Hashtags in Tweet in G5:
[56] prevención
[45] cuidémonosdelacovid19
[40] 7/29/2022 12:00:00 AM
[24] 68añosenelcorazóndelpueblo
[16] cuidemonosdelacovid19
[14] covid_19
[12] uesparacotos
[10] 7/27/2022 12:00:00 AM
[8] envideo
[6] lodijo

Top Hashtags in Tweet in G7:
[10] covid
[10] longcovid
[2] healthinequalities
[2] covid19aus
[1] vaccineinjuries
[1] covid19
[1] health
[1] monkeypox
[1] auspol
[1] covi19aus

Top Hashtags in Tweet in G9:
[23] covid
[4] sdcc2022
[3] foia
[2] covidcure
[2] crooks
[2] mafia
[2] nbc
[2] cbs
[2] foxnews
[2] worldcorruption

Top Hashtags in Tweet in G10:
[16] noolvidamos

Top Words
Top Words in Tweet in Entire Graph:
[7876] covid
[2310] 19
[540] dream
[497] people
[491] positive
[445] tested
[398] อ
[390] monkeypox
[365] vaccine
[363] tour

Top Words in Tweet in G1:
[886] covid
[239] 19
[86] #covid
[48] people
[42] more
[41] fuck
[39] vaccine
[37] time
[29] being
[28] still

Top Words in Tweet in G2:
[367] covid
[353] 19
[279] positive
[267] tested
[267] self
[257] nct
[243] currently
[240] dream
[231] quarantine
[214] 220727

Top Words in Tweet in G3:
[237] covid
[219] dream
[163] อ
[154] 19
[152] นจว
[151] show
[140] tour
[138] นได
[138] ตรวจพบเช
[138] กต

Top Words in Tweet in G4:
[162] covid
[92] jackposobiec
[78] called
[66] schlong
[64] during
[58] trump
[54] mass
[54] murderer
[54] wear
[54] mask

Top Words in Tweet in G5:
[182] covid
[146] 19
[56] contra
[56] #prevención
[54] vtvcanal8
[54] medidas
[50] bioseguridad
[45] #cuidémonosdelacovid19
[43] venezuela
[40] #29jul

Top Words in Tweet in G6:
[138] mikito_777
[39] とうとう
[39] covidで最も使用される解熱鎮痛剤である
[39] カロナール
[39] アセトアミノフェン
[39] に出荷調整がかかってしまいました
[39] 解熱鎮痛剤が不足するほど
[39] 全国で発熱者が溢れているということです
[39] 未だかつてない感染爆発になっています
[38] どうか感染対

Top Words in Tweet in G7:
[99] covid
[26] people
[18] long
[17] year
[15] work
[13] looking
[12] know
[11] many
[11] infections
[10] drajm

Top Words in Tweet in G8:
[210] covid
[66] donnaprissyrn1
[66] entire
[66] icu
[66] staff
[66] unvaccinated
[66] don
[66] working
[66] asses
[56] 19

Top Words in Tweet in G9:
[107] covid
[63] potus
[28] trump
[27] fauci
[26] pandemic
[24] breaking
[23] #covid
[23] donald
[23] brags
[23] botching

Top Words in Tweet in G10:
[158] hoy
[158] días
[146] manuelrico
[115] hospital
[109] gobierno
[109] residentes
[108] ayuso
[106] aprobó
[106] protocolo
[106] impedía

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2230] covid,19
[410] positive,covid
[384] tested,positive
[292] อ,covid
[292] nct,dream
[279] dream,tour
[241] self,quarantine
[219] 19,currently
[217] currently,self
[216] 220727,#renjun

Top Word Pairs in Tweet in G1:
[197] covid,19
[34] #covid,19
[31] fuck,covid
[28] fort,detrick
[25] 19,vaccine
[16] positive,covid
[15] contra,covid
[14] monkey,pox
[13] during,covid
[9] due,covid

Top Word Pairs in Tweet in G2:
[353] covid,19
[278] positive,covid
[260] tested,positive
[230] self,quarantine
[212] nct,dream
[207] 220727,#renjun
[205] #renjun,tested
[205] 19,currently
[205] currently,self
[205] quarantine,meanwhile

Top Word Pairs in Tweet in G3:
[154] covid,19
[151] อ,covid
[151] dream,show
[138] นจว,นได
[138] นได,ตรวจพบเช
[138] ตรวจพบเช,อ
[138] ร,ต
[138] tour,dream
[87] เหร,นจว
[74] info,เหร

Top Word Pairs in Tweet in G4:
[66] schlong,covid
[54] called,trump
[54] trump,mass
[54] mass,murderer
[54] murderer,during
[54] during,covid
[54] covid,wear
[54] wear,mask
[54] mask,held
[54] held,rallies

Top Word Pairs in Tweet in G5:
[145] covid,19
[47] medidas,bioseguridad
[41] contra,covid
[35] vtvcanal8,#prevención
[34] 19,venezuela
[34] #prevención,conoce
[28] últimas,24
[28] 24,horas
[27] buenos,días
[21] bendecido,viernes

Top Word Pairs in Tweet in G6:
[39] とうとう,covidで最も使用される解熱鎮痛剤である
[39] covidで最も使用される解熱鎮痛剤である,カロナール
[39] カロナール,アセトアミノフェン
[39] アセトアミノフェン,に出荷調整がかかってしまいました
[39] に出荷調整がかかってしまいました,解熱鎮痛剤が不足するほど
[39] 解熱鎮痛剤が不足するほど,全国で発熱者が溢れているということです
[39] 全国で発熱者が溢れているということです,未だかつてない感染爆発になっています
[38] mikito_777,とうとう
[38] 未だかつてない感染爆発になっています,どうか感染対
[36] 本日,静岡と和歌山で10歳未満の乳幼児が1人ずつ

Top Word Pairs in Tweet in G7:
[17] long,covid
[8] takeaways,afternoon's
[8] afternoon's,national
[8] national,covid
[8] covid,forum
[8] forum,briefing
[8] briefing,rats
[8] rats,still
[8] still,work
[8] work,ba

Top Word Pairs in Tweet in G8:
[66] entire,icu
[66] icu,staff
[66] staff,covid
[66] covid,unvaccinated
[66] unvaccinated,don
[66] don,covid
[66] covid,working
[66] working,asses
[65] donnaprissyrn1,entire
[55] covid,19

Top Word Pairs in Tweet in G9:
[23] breaking,donald
[23] donald,trump
[23] trump,brags
[23] brags,botching
[23] botching,covid
[23] covid,pandemic
[23] pandemic,listened
[23] listened,fauci
[23] fauci,opposite
[22] occupydemocrats,breaking

Top Word Pairs in Tweet in G10:
[142] manuelrico,hoy
[106] días,gobierno
[106] gobierno,ayuso
[106] ayuso,aprobó
[106] aprobó,protocolo
[106] protocolo,impedía
[106] impedía,trasladar
[106] trasladar,hospital
[106] hospital,residentes
[102] residentes,vulnerab

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@covid_parent
@jackposobiec
@cspotweet
@profmbassetti
@markstanford83
@chriscottonstat
@newsmax
@ferrersandrea
@breaking911

Top Replied-To in G1:
@noriakihoriuch1

Top Replied-To in G2:
@sweetcandyy09
@nctdreamcenter

Top Replied-To in G4:
@jackposobiec
@realdailywire
@socaledgygal
@sharylattkisson
@ericswalwell
@phillyharper
@clarecraigpath
@dannyohri
@575retort

Top Replied-To in G5:
@ferrersandrea
@nomerindo428
@ysabelina4
@comando_activo1

Top Replied-To in G7:
@trishgreenhalgh
@grantshapps
@housinggemma
@louhaigh
@jeff_voight
@elainevigneault
@lucyvonsc
@jrex62
@supjanicehahn
@takesthecake2

Top Replied-To in G8:
@shellychristma2
@backtolife_2023

Top Replied-To in G9:
@potus
@jamesblackman00
@vp
@gma
@garrettjmoffitt
@ptanner09
@deanerneedslove
@jcollie
@zooki_zook

Top Replied-To in G10:
@manuelrico

Top Mentioned
Top Mentioned in Entire Graph:
@nctdreamcenter
@manuelrico
@mikito_777
@jackposobiec
@eyibeoms
@jaemin_th
@donnaprissyrn1
@renjunbebe
@tricreationth
@marklee_th

Top Mentioned in G1:
@dangrtxt
@kelso4755
@radioibizaser
@ajlamesa
@haaohaoo
@ramchrisali
@cinquerighe
@emmaandollie
@areopagus2012

Top Mentioned in G2:
@nctdreamcenter
@fullshan_
@jeongyunonly
@hrjvisual
@renjeonah
@nctmarkarchive
@leejeno_idn
@nctsmtown_dream
@rolo0323
@soompi

Top Mentioned in G3:
@jaemin_th
@renjunbebe
@fairymochisung
@chayahyunx
@barbiesope
@squishyychenle
@jaeminpeach_th
@renminbar
@cmlittlehome
@nctdreamcenter

Top Mentioned in G4:
@jackposobiec
@sharylattkisson
@tuckercarlson
@phillyharper
@tomselliott
@dailymail
@realdailywire
@ikwilson
@rebelnews_usa
@barnettforaz

Top Mentioned in G5:
@vtvcanal8
@gabrielasjr
@gnb_tachira
@nicolasmaduro
@gnbd412
@gnb_pueblo
@davidsa50502169
@delcyrodriguezv
@gnbcmdtgral
@gnbgarantedepaz

Top Mentioned in G6:
@mikito_777
@loquat_priest

Top Mentioned in G7:
@drajm
@crabbbrendan
@profesterman
@trishgreenhalgh
@housinggemma
@dgurdasani1
@lapublichealth
@croakeynews
@reicherstephen
@independentsage

Top Mentioned in G8:
@donnaprissyrn1
@barnettforaz
@backtolife_2023
@mailonline
@christy4change
@kylenabecker
@pbhushan1
@16rock_rock
@lizzylasher7
@whitlockjason

Top Mentioned in G9:
@potus
@occupydemocrats
@kylenabecker
@lavern_spicer
@randpaul
@seidmanlea
@thevivafrei
@thedailyedge
@nih
@whitehouse

Top Mentioned in G10:
@manuelrico
@fiscal_es
@maribel60780973

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@infoitinterno
@ptjasamarga
@myfavoritescene
@berkleybearnews
@paoloigna1
@detikcom
@agendaonline
@recitesocial

Top Tweeters in G1:
@infoitinterno
@ptjasamarga
@myfavoritescene
@berkleybearnews
@paoloigna1
@agendaonline
@andyvermaut
@enteremonos
@___denise___eu_
@webnotitarde

Top Tweeters in G2:
@shimnung
@imyourprintcess
@somorangi_e
@kimdohreal
@padyav2
@fully_sunshine
@bubblebluenem
@infinoitty
@nndrfaal
@lin02_woo19

Top Tweeters in G3:
@mookydluffy
@supitchkimm
@eve__elf96
@jlerjin
@_ilovejimin3000
@doublezxb
@liansib10
@rainnfonn
@sxnshine08
@ohmycin

Top Tweeters in G4:
@socaledgygal
@dahart66
@joan1barb
@dailymail
@tim_radio
@lisavcapatriot
@sea5
@debsinger2
@witmercarl
@pamsta67

Top Tweeters in G5:
@vtvcanal8
@metro_caracas
@mppeducacion
@mippcivzla
@gnb_tachira
@wardofmusic1
@mercede073
@rinconero43
@gnb_pueblo
@gnb_czbolivar

Top Tweeters in G6:
@nicomikuro
@shidenpg10
@kiriyama_george
@sleep_sheep2010
@rikepa6macr2
@terrermine_g8
@nida_001
@hyaku_oyaji
@sawayakamikan1
@moric08

Top Tweeters in G7:
@melissasweetdr
@cosmico43151136
@mackayim
@erika_borkoles
@bear_risa
@mjc383
@mrefinch
@definit02209600
@lauramiers
@justsaying8888

Top Tweeters in G8:
@mailonline
@ryan102857
@deplorabletere1
@vpicsmania
@dispicable2020
@mtnlover111
@rreactor
@margieblondon
@backtolife_2023
@qlder

Top Tweeters in G9:
@radlein
@dcexaminer
@johnnydee62
@egeogh
@libbystone2
@gma
@hephaistos_ai
@tupelohoney2000
@jinfo4us
@fjmunomunoz

Top Tweeters in G10:
@kizkikiz
@guasch22
@vielitus
@pvallin
@angelriverogarc
@leganav
@fralvarez2014
@beranturiano
@terpdlm
@pepeitorr0