COVID-19, Twitter, 1/16/2023 8:09:34 AM, 288163


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COVID-19_2023-01-16_00-00-01.xlsx
COVID-19_2023-01-16_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 16, 2023
Short Description:
COVID-19 via NodeXL https://bit.ly/3ZBZco1
@healthbyjames
@childrenshd
@0bj3ctivity
@brendahazelhur1
@p_mcculloughmd
@sewlove33
@joeolivermd
@ninawildflower
@sftygal
@loscharlos

Top hashtags:
#shingles
#jornadadevacunación
#covid19
#covid_19
#courageousdiscourse

Description:
Description
The graph represents a network of 5,508 Twitter users whose recent tweets contained "COVID-19", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 08:03 UTC.

The tweets in the network were tweeted over the 1039-day, 4-hour, 17-minute period from Thursday, 12 March 2020 at 20:42 UTC to Monday, 16 January 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5508
Unique Edges : 1968
Edges With Duplicates : 10027
Total Edges : 11995
Number of Edge Types : 9
Retweet : 4324
MentionsInRetweet : 4679
Replies to : 547
MentionsInReplyTo : 1173
Tweet : 947
Mentions : 237
Quote : 51
MentionsInQuote : 20
MentionsInQuoteReply : 17
Self-Loops : 1145
Reciprocated Vertex Pair Ratio : 0.0126742712294043
Reciprocated Edge Ratio : 0.0250312891113892
Connected Components : 833
Single-Vertex Connected Components : 268
Maximum Vertices in a Connected Component : 2911
Maximum Edges in a Connected Component : 6964
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.687223
Graph Density : 0.000184389340614751
Modularity : 0.473827
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,508 Twitter users whose recent tweets contained "COVID-19", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 08:03 UTC.

The tweets in the network were tweeted over the 1039-day, 4-hour, 17-minute period from Thursday, 12 March 2020 at 20:42 UTC to Monday, 16 January 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[21] https://www.theguardian.com/world/2023/jan/15/covid-19-coronavirus-us-surge-complacency
[19] https://www.jpost.com/diaspora/article-728591
[19] https://www.theepochtimes.com/health/doctor-calls-for-withdrawal-of-pfizer-moderna-covid-19-vaccines-following-new-research_4975379.html
[19] https://medicospelavidacovid19.com.br/noticias/covid-19-estudo-padrao-ouro-comprova-eficacia-da-ivermectina/
[17] https://www.theepochtimes.com/pentagon-exploring-back-pay-for-troops-kicked-out-over-covid-vaccine-mandate_4984309.html
[15] https://petermcculloughmd.substack.com/p/covid-19-vaccine-side-effects-i-cant?r=14jb45&utm_medium=ios&utm_campaign=post
[14] https://www.who.int/news/item/13-01-2023-who-updates-covid-19-guidelines-on-masks--treatments-and-patient-care
[8] https://www.verifythis.com/article/news/verify/coronavirus-verify/no-the-national-institutes-of-health-didnt-approve-ivermectin-as-a-covid-19-treatment-fact-check/536-141ec9bf-7b1e-422d-8a19-155ff75b8f58
[7] https://www.zerohedge.com/covid-19/multiple-young-athletes-and-former-athletes-died-suddenly-past-month
[6] https://www.cubainformacion.tv/cuba/20230114/101178/101178-sitio-digital-italiano-newsmondo-reconoce-efectividad-de-vacunas-cubanas-contra-la-covid-19

Top URLs in Tweet in G1:
[2] https://www.zerohedge.com/covid-19/former-employees-sue-espn-after-being-fired-covid-vaccine-refusal
[2] https://twitter.com/healthbyjames/status/1614728123530022913
[2] https://twitter.com/WestwoodParking/status/1614703458644545536/video/1
[1] https://twitter.com/healthbyjames/status/1614699836816740354/video/1
[1] https://twitter.com/healthbyjames/status/1614414193897209860/video/1
[1] https://www.tsa.gov/sites/default/files/ea_1546-21-02b.pdf
[1] https://twitter.com/healthbyjames/status/1610403519034544133/photo/1
[1] https://twitter.com/healthbyjames/status/1614318092477423617/photo/1
[1] https://jamescintolo.substack.com/p/breaking-cdc-will-now-investigate
[1] https://cbsaustin.com/amp/news/nation-world/pentagon-considering-giving-back-pay-to-troops-kicked-over-refusing-covid-vaccine-report-says-coronavirus-military-vax-soldier

Top URLs in Tweet in G2:
[12] https://petermcculloughmd.substack.com/p/covid-19-vaccine-side-effects-i-cant?r=14jb45&utm_medium=ios&utm_campaign=post
[3] https://commission.europa.eu/publications/key-documents-related-digital-covid-19-certificate_es
[2] https://twitter.com/VirtueEmoji/status/1610700084819202048/video/1
[2] https://rumble.com/v25c8tv-breaking-cdc-to-investigate-link-between-strokes-and-covid-19-vaccines.html
[2] https://twitter.com/JanJekielek/status/1614269163123482625/photo/1
[1] https://www.zerohedge.com/covid-19/senator-questions-cdc-why-it-expected-hundreds-safety-signals-covid-19-vaccines
[1] https://www.regulations.gov/commenton/FDA-2022-N-2810-0001?eType=EmailBlastContent&eId=da303d1b-80a7-4398-8aba-27dab14f6821
[1] https://rumble.com/v2503iy-we-are-seeing-an-explosion-of-myocarditis-in-young-people-due-to-covid-vacc.html
[1] https://twitter.com/i/web/status/1613392096940986368
[1] https://petermcculloughmd.substack.com/p/vaccinating-after-recovering-from?r=14jb45&utm_medium=ios&utm_campaign=post

Top URLs in Tweet in G3:
[6] https://www.jpost.com/diaspora/article-728591
[4] https://www.theguardian.com/world/2023/jan/15/covid-19-coronavirus-us-surge-complacency
[4] https://dreddymd.com/2022/03/28/fauci-biden-cnn-and-cdc-covid-19-disinformation-spreaders/
[4] https://twitter.com/TNoticiasMexic1/status/1614782492833087489/photo/1
[4] https://twitter.com/DARPA_DOD_/status/1614782992160808961/photo/1
[4] https://twitter.com/Starboi4lifexx2/status/1546998633706491904/photo/1
[4] https://twitter.com/JSpathology/status/1614780383299801093/photo/1
[3] https://www.theguardian.com/world/2023/jan/15/covid-19-coronavirus-us-surge-complacency?CMP=share_btn_tw
[3] https://twinybots.ch/
[3] https://www.businessinsider.nl/a-chinese-bank-is-offering-customers-a-pfizer-covid-19-vaccine-if-they-deposit-500000-into-an-account/

Top URLs in Tweet in G4:
[3] https://www.coreysdigs.com/health-science/covid-19-resources-medical-legal-forms-jobs-other-critical-information/
[1] https://twitter.com/george_orwell3/status/1614774709161283584/video/1
[1] https://childrenshealthdefense.org/defender/sudden-death-number-one-cause-under-65-covid-vaccine-cola/
[1] https://childrenshealthdefense.org/defender/covid-vaccines-shingles-reactivation-cola/
[1] https://twitter.com/JohnSotthaltz/status/1614765479880527873/photo/1
[1] https://dailyclout.io/serious-stroke-adverse-events-following-pfizer-covid-19-mrna-vaccination/
[1] https://www.dailysignal.com/2023/01/12/not-just-misinformation-emails-white-house-facebook-admits-suppressing-often-true-content-covid-19-vaccines/
[1] https://c19early.com/
[1] https://twitter.com/stkirsch/status/1614735130987483137

Top URLs in Tweet in G5:
[2] https://twitter.com/HCLO_IVSS/status/1614681777708171265/photo/1
[2] https://twitter.com/Desib73/status/1614582454781706240/photo/1
[1] https://twitter.com/GNB_tachira/status/1614717305480515588/photo/1
[1] https://twitter.com/GNB_tachira/status/1614736305417555968/photo/1
[1] https://twitter.com/VTVcanal8/status/1602794151300448256/video/1
[1] https://twitter.com/VTVcanal8/status/1614443501164400642/photo/1
[1] https://twitter.com/VTVcanal8/status/1614488799634931712/photo/1
[1] https://twitter.com/VTVcanal8/status/1614496349453488128/video/1
[1] https://twitter.com/VTVcanal8/status/1614534098285895681/photo/1
[1] https://twitter.com/VTVcanal8/status/1614632370694488066/video/1

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=eYz-yelhkYE

[1] https://physiciansforinformedconsent.org/covid-19-vaccines
[1] https://twitter.com/picphysicians/status/1599505420011573248/photo/1
[1] https://childrenshealthdefense.org/wp-content/uploads/2023-1-13-doc-86-decision-and-order.pdf
[1] https://t.me/barbararavalTM/955
[1] https://twitter.com/BarbaraRaval/status/1614255495858061312/photo/1
[1] https://www.factcheck.org/2022/03/scicheck-posts-misinterpret-pfizer-covid-19-vaccine-safety-monitoring-document/
[1] https://twitter.com/bea_johanssen/status/1614727546142183426/photo/1

Top URLs in Tweet in G7:
[2] https://www.smh.com.au/national/we-re-all-vulnerable-one-in-10-people-will-end-up-with-long-covid-new-study-says-20230115-p5ccn5.html
[1] https://twitter.com/BonettSol/status/1614787070546903040/photo/1
[1] https://twitter.com/BonettSol/status/1614781650851831809/photo/1
[1] https://www.cidrap.umn.edu/covid-19-vaccines-saved-estimated-20-million-lives-1-year#:~:text=The%20scientists%20estimated%20that%2018.1,million%20deaths%2C%20or%2079%25
[1] https://www.ecdc.europa.eu/en/news-events/who-ecdc-nearly-half-million-lives-saved-covid-19-vaccination
[1] https://www.economist.com/graphic-detail/2022/07/07/covid-19-vaccines-saved-an-estimated-20m-lives-during-their-first-year
[1] https://time.com/6198005/outdoor-transmission-ba5-covid-19/
[1] https://pubmed.ncbi.nlm.nih.gov/33249484/
[1] https://twitter.com/CoronavirusNewv/status/1614385409143836672/photo/1
[1] https://twitter.com/CoronavirusNewv/status/1613588164958097409/photo/1

Top URLs in Tweet in G8:
[5] http://newsbusters.org/blogs/free-speech/catherine-salgado/2023/01/09/twitter-files-pfizer-director-pushed-twitter-censor
[2] https://twitter.com/rycunni/status/1614614426686001152
[1] https://twitter.com/rycunni/status/1614614426686001152/photo/1
[1] https://twitter.com/rycunni/status/1614627849154994183/photo/1
[1] https://twitter.com/iwantlibertees/status/1612957962494005248
[1] https://www.reuters.com/article/factcheck-covid-casualties-vaccines-idUSL1N32R1UI
[1] https://twitter.com/alexandrosM/status/1614292007463313411/video/1
[1] https://twitter.com/VigilantFox/status/1614429715325927424/video/1
[1] https://jamescintolo.substack.com/p/breaking-cdc-will-now-investigate
[1] https://petermcculloughmd.substack.com/p/covid-19-vaccine-side-effects-i-cant?r=14jb45&utm_medium=ios&utm_campaign=post

Top URLs in Tweet in G9:
[1] https://www.virology.ws/2021/03/25/t-cells-will-save-us-from-covid-19/

Top Domains
Top Domains in Tweet in Entire Graph:
[692] twitter.com
[53] theepochtimes.com
[31] theguardian.com
[28] nih.gov
[27] com.br
[25] substack.com
[23] co.nz
[21] zerohedge.com
[20] jpost.com
[19] trib.al

Top Domains in Tweet in G1:
[24] twitter.com
[2] substack.com
[2] zerohedge.com
[1] tsa.gov
[1] cbsaustin.com
[1] reuters.com
[1] liberation.fr
[1] reseauinternational.net
[1] childrenshealthdefense.eu
[1] co.uk

Top Domains in Tweet in G2:
[17] twitter.com
[15] substack.com
[3] rumble.com
[3] europa.eu
[2] theepochtimes.com
[1] zerohedge.com
[1] regulations.gov
[1] redvoicemedia.com
[1] foxnews.com
[1] forbes.com

Top Domains in Tweet in G3:
[113] twitter.com
[12] westafricanpilotnews.com
[8] theguardian.com
[6] jpost.com
[5] co.nz
[5] com.mx
[4] com.br
[4] rui.jp
[4] com.ar
[4] co.uk

Top Domains in Tweet in G4:
[3] twitter.com
[3] coreysdigs.com
[2] childrenshealthdefense.org
[1] dailyclout.io
[1] dailysignal.com
[1] c19early.com

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

Top Domains in Tweet in G6:
[3] twitter.com
[1] youtube.com
[1] physiciansforinformedconsent.org
[1] childrenshealthdefense.org
[1] t.me
[1] factcheck.org

Top Domains in Tweet in G7:
[6] twitter.com
[2] com.au
[2] nippon.com
[1] umn.edu
[1] europa.eu
[1] economist.com
[1] time.com
[1] nih.gov

Top Domains in Tweet in G8:
[7] twitter.com
[5] newsbusters.org
[2] substack.com
[1] reuters.com

Top Domains in Tweet in G9:
[1] virology.ws

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[183] shingles
[164] jornadadevacunación
[74] covid19
[46] covid_19
[31] courageousdiscourse
[30] covid
[25] 14ene
[24] atención
[24] sistemapatria
[24] carnetdelapatria



Top Hashtags in Tweet in G2:
[27] courageousdiscourse
[6] covid19
[4] pfizer
[3] vaccinedeath
[3] diedsuddendly
[3] diedsuddenly
[3] chatgpt
[2] faucifiles
[2] shingles
[1] courageousdiscourrse

Top Hashtags in Tweet in G3:
[17] covid19
[16] covid
[8] boldthemes
[7] china
[3] digitalhealth
[3] digital
[3] ehealth
[3] alertacovidpuebla
[2] colombia
[2] mejorconsalud

Top Hashtags in Tweet in G4:
[172] shingles
[2] suddendeath
[2] thedefender
[2] writingcommunity
[2] socent
[1] myocarditis
[1] academictwitter
[1] ivermectin

Top Hashtags in Tweet in G5:
[164] jornadadevacunación
[24] atención
[24] sistemapatria
[24] carnetdelapatria
[24] 14ene
[18] maestrosdelapatria
[17] covid_19
[15] 15enero
[12] diadelacienciacubana
[12] prevención

Top Hashtags in Tweet in G6:
[1] picphysicians
[1] covid19
[1] vaccinemandates
[1] shingles
[1] nonsonovaccini
[1] courageousdiscourse

Top Hashtags in Tweet in G7:
[1] longcovid

Top Hashtags in Tweet in G8:
[2] shingles
[1] courageousdiscourse

Top Hashtags in Tweet in G9:
[1] pathetic

Top Words
Top Words in Tweet in Entire Graph:
[4730] covid
[4038] 19
[1226] vaccine
[1125] healthbyjames
[608] vaccines
[541] back
[524] vaccinated
[432] severe
[422] more
[390] fully

Top Words in Tweet in G1:
[1256] covid
[1014] healthbyjames
[954] 19
[591] vaccine
[453] back
[395] vaccinated
[389] severe
[337] fully
[303] caught
[301] clair

Top Words in Tweet in G2:
[216] p_mcculloughmd
[138] vaccines
[105] fda
[101] vrbpac
[101] products
[101] 26
[100] meeting
[100] jan
[100] scheduled
[100] committee

Top Words in Tweet in G3:
[262] covid
[255] 19
[25] vaccine
[23] more
[22] china
[20] cases
[20] deaths
[18] people
[17] #covid19
[16] health

Top Words in Tweet in G4:
[229] covid
[227] 19
[189] vaccines
[172] #shingles
[172] reactivation
[172] suggest
[172] childrenshd
[172] induce
[172] persistent
[172] immune

Top Words in Tweet in G5:
[199] contra
[172] salud
[166] vtvcanal8
[165] mayor
[164] asiste
[164] eres
[164] cita
[164] centro
[164] prioridad
[164] cercano

Top Words in Tweet in G6:
[266] more
[167] covid
[166] 19
[146] vaccination
[135] children
[135] evidence
[135] mrna
[134] abridgen
[133] poses
[133] contracting

Top Words in Tweet in G7:
[65] 000
[60] risk
[60] affairs
[60] department
[60] people
[60] increased
[60] 150
[60] veterans
[60] analysis
[60] showed

Top Words in Tweet in G8:
[165] covid
[160] 19
[125] vaccine
[100] pfizer
[99] facebook
[97] ad
[95] breaking
[94] clinical
[94] rycunni
[93] trial

Top Words in Tweet in G9:
[5] jcdeardeuff
[5] mcfunny
[4] burgerlab12
[4] covid
[4] krebiozen
[4] monstercoyliar
[4] skepticalmutant
[4] doritmi
[3] asloveguy
[3] catiebarker

Top Words in Tweet in G10:
[106] until
[106] needles
[106] children
[106] famously
[106] 19
[106] covid
[106] irrationally
[106] rightwingcope
[106] group
[106] scared

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3974] covid,19
[611] 19,vaccine
[387] fully,vaccinated
[358] 19,vaccines
[340] vaccinated,covid
[326] clair,bridges
[321] bridges,21
[319] caught,covid
[318] 21,fully
[318] 19,caught

Top Word Pairs in Tweet in G1:
[951] covid,19
[337] fully,vaccinated
[299] bridges,21
[299] clair,bridges
[296] vaccine,supposed
[296] 21,fully
[296] anyway,vaccine
[296] caught,covid
[296] covid,anyway
[296] vaccinated,covid

Top Word Pairs in Tweet in G2:
[100] meeting,jan
[100] vrbpac,meeting
[100] advisory,committee
[100] vaccines,related
[100] committee,vrbpac
[100] biological,products
[100] scheduled,vaccines
[100] products,advisory
[100] fda,scheduled
[100] related,biological

Top Word Pairs in Tweet in G3:
[235] covid,19
[23] 19,vaccine
[13] #covid,19
[10] contra,covid
[7] 19,cases
[7] china,release
[7] 42,covid
[7] 60,000
[7] force,covid
[7] release,more

Top Word Pairs in Tweet in G4:
[227] covid,19
[180] 19,vaccines
[172] vaccines,induce
[172] suggest,covid
[172] reactivation,interfering
[172] multiple,studies
[172] studies,suggest
[172] induce,persistent
[172] #shingles,reactivation
[172] interfering,immune

Top Word Pairs in Tweet in G5:
[164] #jornadadevacunación,adulto
[164] asiste,cita
[164] salud,cercano
[164] prioridad,asiste
[164] cita,centro
[164] adulto,mayor
[164] eres,prioridad
[164] mayor,eres
[164] centro,salud
[164] inmunízate,contra

Top Word Pairs in Tweet in G6:
[166] covid,19
[133] more,evidence
[133] evidence,mrna
[133] poses,200
[133] 200,times
[133] contracting,covid
[133] more,risk
[133] risk,contracting
[133] times,more
[133] vaccination,children

Top Word Pairs in Tweet in G7:
[60] analysis,department
[60] affairs,150
[60] 150,000
[60] increased,risk
[60] veterans,affairs
[60] department,veterans
[60] showed,increased
[60] people,showed
[60] 000,people
[59] risk,cardiovascula

Top Word Pairs in Tweet in G8:
[160] covid,19
[118] 19,vaccine
[93] clinical,trial
[92] trial,covid
[92] ad,right
[92] run,ad
[92] right,clinical
[92] pfizer,run
[92] allowing,pfizer
[92] vaccine,mo

Top Word Pairs in Tweet in G9:
[3] covid,19
[3] jcdeardeuff,asloveguy
[3] sassygirld1,frugalsues
[3] vaeronikarigat1,shawnwo78307528
[3] catiebarker,jcdeardeuff
[3] carlsmythe,catiebarker
[3] asloveguy,vaeronikarigat1
[3] frugalsues,carlsmythe
[2] f250roush,juanita87722370
[2] frankdelia7,blackcatprowl3

Top Word Pairs in Tweet in G10:
[106] until,covid
[106] rightwingcope,children
[106] group,famously
[106] covid,19
[106] needles,until
[106] famously,irrationally
[106] children,group
[106] irrationally,scared
[106] scared,needles

Top Replied-To
Top Replied-To in Entire Graph:
@healthbyjames
@marcareats823
@ericswalwell
@ons
@elonmusk
@sinfulskin2
@itajuschile
@cafecomferri
@timrunshismouth
@drelidavid

Top Replied-To in G1:
@healthbyjames
@franciner1234
@ltbluize
@timfullerton

Top Replied-To in G2:
@herr_quigley
@texaslindsay_
@shortsharpsh0ck
@epochtimeschina
@justin_hart
@plunksteve
@p_mcculloughmd

Top Replied-To in G4:
@emeraldrobinson
@ckduder
@frankymunez

Top Replied-To in G6:
@abridgen

Top Replied-To in G8:
@rycunni

Top Replied-To in G9:
@newseasonsspa
@sassygirld1
@cappsie
@zee_parody
@nicoleg425

Top Mentioned
Top Mentioned in Entire Graph:
@healthbyjames
@p_mcculloughmd
@childrenshd
@vtvcanal8
@abridgen
@rightwingcope
@rycunni
@evandroratho
@mehdirhasan
@loscharlos

Top Mentioned in G1:
@healthbyjames
@grandosek
@seantho98192182
@spartajustice
@rikardrene
@p_mcculloughmd
@vaccinemole
@ltbluize
@albertabound9
@therealrukshan

Top Mentioned in G2:
@p_mcculloughmd
@espn
@healthbyjames
@jikkyleaks
@kirkherbstreit
@virtueemoji
@epochtimes
@texaslindsay_
@brucearians
@buccaneers

Top Mentioned in G3:
@starboi4lifexx2
@asdrubal1963
@bhuvanesh_rishi
@thouse_opinions
@docrussjackson
@lifeboathq
@mohammednaiyan
@kkkkkkk777

Top Mentioned in G4:
@childrenshd
@emeraldrobinson
@healthbyjames
@naomirwolf
@drsimonegold
@george_orwell3
@stkirsch
@johnsotthaltz
@coreydigs
@laralogan

Top Mentioned in G5:
@vtvcanal8
@carnetdlapatria
@mobras_publicas
@nicolasmaduro
@gnb_tachira
@anibalgarzon
@funvisis
@jorgerpsuv
@pdvsa
@chavista0101

Top Mentioned in G6:
@abridgen
@p_mcculloughmd
@healthbyjames
@picphysicians
@childrenshd
@barbararaval
@bea_johanssen

Top Mentioned in G7:
@mehdirhasan
@loscharlos
@bonettsol
@coronavirusnewv
@elisaperego78
@mvankerkhove
@ssm_morelos

Top Mentioned in G8:
@rycunni
@healthbyjames
@cernovich
@p_mcculloughmd
@freespeechamer
@abridgen
@childrenshd
@vigilantfox
@pierrekory
@iwantlibertees

Top Mentioned in G9:
@mcfunny
@doritmi
@monstercoyliar
@krebiozen
@burgerlab12
@skepticalmutant
@truthtwt
@kathmarval

Top Mentioned in G10:
@rightwingcope

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@oldlady12345
@republikaonline
@eluniversal
@globovision
@dpiloncita
@diariotalcual
@50years_music
@lizditz
@el_universal_mx

Top Tweeters in G1:
@patriotmarie70
@docwashburn
@nausicalibre
@cherrybaysb
@abbavitch
@reneemccone
@govols37872
@reneedahl5
@justininglv
@dhallnole

Top Tweeters in G2:
@norejj
@accident
@jangels127
@aulstrue
@bwdreyer
@cyclejunkie88
@misterchambo
@epochtimes
@nfl
@donbeckbronzes

Top Tweeters in G3:
@republikaonline
@globovision
@diariotalcual
@stckpro
@cumhuriyetgzt
@pulso_mx
@7ooo_ru
@staronline
@rcooley123
@pfanderson

Top Tweeters in G4:
@bristolcomsense
@lolli55
@bolivargerard
@kaydeeking
@y_pendraig
@kathy_pretti
@tumble_w33d
@semprevnzla
@pamelakarnbach
@naomirwolf

Top Tweeters in G5:
@vtvcanal8
@lrrc2020
@pamemar1
@yulyflores15
@gnb_tachira
@mippcivzla
@yuniburgos
@misamores39
@rodalexandre25
@chavista0101

Top Tweeters in G6:
@cannoneerfour
@luigi_warren
@ohioyallers
@colleenrasmuss
@mott_mason
@aba261
@annforliberty
@ninenewsnancy
@davidlazor51
@barbararaval

Top Tweeters in G7:
@dpiloncita
@shayz0rz
@burnettcynthia
@kirkmurphy
@light_angel_12
@buzzedition
@raemadema
@newkingofmedia
@wydmindfeersart
@elchamocandanga

Top Tweeters in G8:
@trumplar
@falliveneedward
@maryspes
@kathleenlessma3
@cernovich
@cuteasducklings
@patriciasunvale
@amy87301394
@g89753107
@chrisfaye622

Top Tweeters in G9:
@lizditz
@adevotedyogi
@doritmi
@monstercoyliar
@mcfunny
@wjack76995
@frankdelia7
@angryfleas
@nockit1
@wendyorent

Top Tweeters in G10:
@jolievie123
@turns1701e
@woo_shook
@snorlexia
@kaw1_
@doudousgagas
@ada__sujuist
@hejdanny
@fuckmiyaatsumu
@madeincngo