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COVID_2022-11-25_00-42-59.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2022
Short Description:
COVID via NodeXL https://bit.ly/3Vt1kvE
@draseemmalhotra
@wallstreetsilv
@blesamerika
@banana77havana
@elonmusk
@comegetyourcat
@fiveazur
@presssec
@repthomasmassie
@joebiden

Top hashtags:
#covid
#prevención
#covid19
#longcovid
#pmqs
#news
#pfizer

Description:
Description
The graph represents a network of 10,508 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 Friday, 25 November 2022 at 08:53 UTC.

The requested start date was Friday, 25 November 2022 at 01:01 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, 4-minute period from Monday, 21 November 2022 at 12:15 UTC to Wednesday, 23 November 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 : 10508
Unique Edges : 5609
Edges With Duplicates : 11550
Total Edges : 17159
Number of Edge Types : 5
Retweet : 5282
MentionsInRetweet : 5980
Tweet : 2507
Mentions : 1998
Replies to : 1392
Self-Loops : 2539
Reciprocated Vertex Pair Ratio : 0.00324602641593911
Reciprocated Edge Ratio : 0.00647104764029901
Connected Components : 2473
Single-Vertex Connected Components : 796
Maximum Vertices in a Connected Component : 2558
Maximum Edges in a Connected Component : 5212
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 8.328775
Graph Density : 8.11810380079421E-05
Modularity : 0.574081
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 10,508 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 Friday, 25 November 2022 at 08:53 UTC.

The requested start date was Friday, 25 November 2022 at 01:01 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, 4-minute period from Monday, 21 November 2022 at 12:15 UTC to Wednesday, 23 November 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:
[43] https://www.independent.ie/irish-news/health/achill-island-boy-14-died-three-weeks-after-getting-first-dose-of-pfizer-covid-vaccine-inquest-hears-42162426.html
[26] https://www.casaitaliaradio.com/
[16] https://trib.al/x9VhJqG
[14] https://jp.reuters.com/article/shionogi-covid-drug-idJPKBN2SC0RH?taid=637cbd4c06273200013692ea&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[13] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-022-24053-4
[13] https://bmmagazine.co.uk/in-business/economic-output-slumps-to-its-lowest-since-first-covid-lockdown/
[10] https://elamerican.com/finland-reports-that-nearly-40-of-covid-deaths-were-fraudulent/
[9] https://www.politifact.com/factchecks/2022/feb/09/newswars/no-clear-evidence-covid-19-vaccines-are-responsibl/
[9] https://brasilsemmedo.com/dados-do-sus-desmentem-explosao-de-casos-de-covid-19/
[8] https://www1.folha.uol.com.br/equilibrioesaude/2022/11/47-mil-mortes-de-idosos-por-covid-seriam-evitadas-se-vacinacao-comecasse-8-semanas-antes.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha

Top URLs in Tweet in G1:
[26] https://www.casaitaliaradio.com/
[8] https://www.wsj.com/articles/china-consumer-spending-slumps-under-covid-and-property-restrictions-11668953528
[3] https://www.reuters.com/world/china/china-reports-28127-new-covid-cases-nov-21-vs-27095-day-earlier-2022-11-22/
[3] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/
[3] https://www.theverge.com/2022/11/23/23474868/foxconn-iphone-factory-protest-riot-covid-lockdown
[2] http://takahata521.livedoor.blog/archives/16649901.html
[2] https://www.sciencenews.org/article/covid-weird-symptoms-tongue-toe-virus
[2] https://www.eventbrite.co.uk/e/remembering-together-co-creating-a-covid-memorial-for-east-dunbartonshire-tickets-463648734847
[2] https://twitter.com/PeterSweden7/status/1594691541695877120
[2] https://www.bbc.co.uk/sport/formula1/63713326?at_medium=RSS&at_campaign=KARANGA

Top URLs in Tweet in G2:
[27] https://www.independent.ie/irish-news/health/achill-island-boy-14-died-three-weeks-after-getting-first-dose-of-pfizer-covid-vaccine-inquest-hears-42162426.html
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-022-24053-4
[3] https://www.dailymail.co.uk/news/article-8793235/Matt-Hancock-wrongly-claims-vitamin-D-doesnt-work-Covid-19.html
[1] https://www.mirror.co.uk/news/world-news/death-boy-14-three-weeks-28552475
[1] https://twitter.com/friend1851/status/1455213910408278023/video/1
[1] https://twitter.com/BernieSpofforth/status/1594819033559404545
[1] https://twitter.com/beverleyturner/status/1594990195052519424
[1] https://www.telegraph.co.uk/world-news/2022/11/22/giorgia-meloni-italy-prime-minister-revokes-benefits/
[1] https://dailysceptic.org/2022/11/22/disturbed-and-alarmed-66-doctors-clinicians-and-scientists-call-for-stop-to-covid-vaccination-of-pregnant-women-over-serious-safety-concerns/
[1] https://dailysceptic.org/2022/11/21/who-isnt-involved-in-the-cover-up-of-the-lab-leak-and-early-covid-spread/

Top URLs in Tweet in G3:
[4] https://www.vaccines.gov/
[1] https://rumble.com/v1nv6ro-robert-roos-gets-pfizer-to-admit-covid-19-vaccines-were-not-tested-to-stop-.html
[1] https://bit.ly/3tTcLAJ
[1] https://bit.ly/3i5qwd8
[1] https://www.newsmax.com/newsfront/karine-jean-pierre-biden-administration-press/2022/11/22/id/1097570/
[1] https://www.cnn.com/2022/11/22/politics/white-house-six-week-covid-booster-push/index.html
[1] https://covid.gov/
[1] https://twitter.com/DailyCaller/status/1595107914460860416
[1] https://twitter.com/CDCgov/status/1582765356275228673
[1] https://twitter.com/backtolife_2023/status/1594703340583239680

Top URLs in Tweet in G4:
[2] https://www.independent.ie/irish-news/health/achill-island-boy-14-died-three-weeks-after-getting-first-dose-of-pfizer-covid-vaccine-inquest-hears-42162426.html
[2] https://twitter.com/i/broadcasts/1lPKqBWNnLPGb
[2] https://twitter.com/WallStreetSilv/status/1594918279801602049
[1] https://jaunenglish.com?fbclid=IwAR111BgBk1CVyFt7x_EttNc60vj3dsEAkMxvTrsaJwjpVndN7rVXbCn7hAI
[1] https://rumble.com/v1wac7i-world-premier-died-suddenly.html
[1] https://twitter.com/WilliamTheDow/status/1594907373512032257
[1] https://www.mdpi.com/2077-0383/11/8/2219
[1] https://twitter.com/leilanidowding/status/1594269793145671680
[1] https://www.imolaoggi.it/2022/11/21/covid-pfizer-vaccino-bivalente-protegge-anche-da-cerberus/
[1] https://www.imolaoggi.it/2022/11/21/covid-bassetti-per-natale-tranquillo-gli-anziani-vadano-a-vaccinarsi/

Top URLs in Tweet in G5:
[2] https://www.walesonline.co.uk/news/uk-news/damaging-covid-side-effect-over-25576710?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.theguardian.com/media/2021/aug/26/bbc-presenter-lisa-shaw-died-of-astrazeneca-covid-vaccine-complications-coroner-finds
[1] https://twitter.com/1fubar/status/1594400240555413504
[1] https://twitter.com/Marckovvvvv2/status/1590387568800997376
[1] https://www.independent.co.uk/news/uk/home-news/lisa-shaw-covid-vaccine-death-b1909089.html
[1] https://www.reuters.com/article/factcheck-coronavirus-sport/fact-check-list-of-108-fifa-soccer-players-is-not-proof-of-a-common-link-between-covid-19-vaccines-and-athlete-deaths-idUSL1N2T81NY
[1] https://twitter.com/bebetterimagine/status/1594752000813580296
[1] https://twitter.com/ComeGetYourCat/status/1594859693054349312
[1] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-limits-use-janssen-covid-19-vaccine-certain-individuals

Top URLs in Tweet in G6:
[3] https://tuskbrowser.com/white-house-shuts-down-reporters-fauci-question-on-covid-origin-im-done-with-you/
[1] https://thehighwire.com/videos/dr-peter-mccullough-battling-the-covid-cabal/
[1] https://anchor.fm/rfkjr/episodes/Censoring-Dr-Peter-McCullough-e1qn73p
[1] https://childrenshealthdefense.org/defender/massachusetts-death-certificates-excess-mortality-covid-vaccines/
[1] https://childrenshealthdefense.org/defender/pfizer-100-billion-covid-profits-develop-market-drugs/
[1] https://childrenshealthdefense.org/defender/covid-vaccine-mandate-lawsuits-nike-washington-state-university/
[1] https://childrenshealthdefense.org/defender/pfizer-moderna-covid-vaccine-trials-myocarditis/
[1] https://twitter.com/Xx17965797N/status/1595145455561687041/video/1
[1] https://gettr.com/post/p1zb36xbe8d
[1] https://rumble.com/v1wivia-dr.-mccullough-reacts-to-the-fda-pretending-it-didnt-stop-ivermectin-from-b.html

Top URLs in Tweet in G7:
[1] https://open.substack.com/pub/woodhouse/p/no-my-twitter-account-has-not-been?r=j05m&utm_campaign=post&utm_medium=web
[1] https://kimgoldbergx1.substack.com/p/mass-formation-how-the-left-got-duped
[1] https://www.reuters.com/legal/litigation/new-data-is-out-covid-vaccine-injury-claims-whats-make-it-2022-10-12/
[1] https://www.forbes.com/sites/brucelee/2022/11/22/new-died-suddenly-film-pushes-unfounded-depopulation-claims-about-covid-19-vaccine/amp/
[1] https://twitter.com/gillianmckeith/status/1594175702127054848
[1] https://www.nbcnews.com/health/health-news/covid-death-rates-higher-republicans-democrats-why-rcna50883
[1] https://podclips.com/c/sam-harris-calls-candace-owens-a-blowhard-ignoramus-of-mythological-proportions?ss=t&ss2=mty&d=2022-11-21
[1] https://thevaccinereaction.org/2022/11/man-who-invented-pfizer-covid-19-vaccine-admits-he-hasnt-been-jabbed/
[1] https://www.cnn.com/2022/10/14/health/early-onset-cancer-increase/index.html

Top URLs in Tweet in G9:
[4] https://www.vtv.gob.ve/dia-980-lucha-covid-21112022/
[4] https://venezuela-news.com/pandemia-venezuela-39-contagios-cero-fallecidos-covid-19/
[1] https://www.vtv.gob.ve/dia-982-lucha-covid-22112022/
[1] https://www.vtv.gob.ve/dia-981-lucha-covid-21112022/
[1] https://bit.ly/3ESGWyp

Top URLs in Tweet in G10:
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/canadas-reponse/ethics-framework-guide-use-response-covid-19-pandemic.html
[1] https://pubmed.ncbi.nlm.nih.gov/36206959/
[1] https://www.msn.com/en-au/health/other/covid-panic-sweeps-china-as-new-outbreak-is-most-complicated-since-start-of-pandemic/ar-AA14lX1o?ocid=msedgdhp&pc=U531&cvid=54b1b98867264fd087957c720a43211f
[1] https://twitter.com/Be_Kinderr/status/1595306976611033094
[1] https://thetyee.ca/Opinion/2022/11/21/COVID-Crisis-For-Children/?utm_source=twitter&utm_medium=social&utm_content=112122-1&utm_campaign=editorial
[1] https://www.jacionline.org/article/S0091-6749(20)31623-7/fulltext#%20
[1] https://twitter.com/dianaberrent/status/1595239479069274112
[1] https://twitter.com/CDCgov/status/1594722404726702084
[1] https://bc.ctvnews.ca/politics-resources-or-policy-why-b-c-may-be-dramatically-underreporting-covid-19-deaths-1.6117045
[1] https://thenewdaily.com.au/news/politics/2022/07/12/covid-surging-rat-test-accuracy/

Top Domains
Top Domains in Tweet in Entire Graph:
[295] twitter.com
[89] com.br
[74] co.uk
[44] independent.ie
[38] trib.al
[37] reuters.com
[27] youtube.com
[26] casaitaliaradio.com
[21] substack.com
[20] nature.com

Top Domains in Tweet in G1:
[75] twitter.com
[26] casaitaliaradio.com
[25] com.br
[19] co.uk
[9] wsj.com
[5] reuters.com
[5] amazon.com
[4] trib.al
[4] apnews.com
[4] dailym.ai

Top Domains in Tweet in G2:
[27] independent.ie
[7] co.uk
[4] twitter.com
[4] nature.com
[3] dailysceptic.org
[1] substack.com

Top Domains in Tweet in G3:
[4] vaccines.gov
[3] twitter.com
[2] bit.ly
[2] dailycaller.com
[2] naver.com
[1] rumble.com
[1] newsmax.com
[1] cnn.com
[1] covid.gov
[1] substack.com

Top Domains in Tweet in G4:
[6] twitter.com
[2] independent.ie
[2] imolaoggi.it
[1] jaunenglish.com
[1] rumble.com
[1] mdpi.com

Top Domains in Tweet in G5:
[4] twitter.com
[3] co.uk
[2] theguardian.com
[1] reuters.com
[1] fda.gov

Top Domains in Tweet in G6:
[4] childrenshealthdefense.org
[3] tuskbrowser.com
[2] twitter.com
[1] thehighwire.com
[1] anchor.fm
[1] gettr.com
[1] rumble.com
[1] independent.ie
[1] theguardian.com
[1] wordpress.com

Top Domains in Tweet in G7:
[2] substack.com
[1] reuters.com
[1] forbes.com
[1] twitter.com
[1] nbcnews.com
[1] podclips.com
[1] thevaccinereaction.org
[1] cnn.com

Top Domains in Tweet in G9:
[6] gob.ve
[4] venezuela-news.com
[1] bit.ly

Top Domains in Tweet in G10:
[4] twitter.com
[1] canada.ca
[1] nih.gov
[1] msn.com
[1] thetyee.ca
[1] jacionline.org
[1] ctvnews.ca
[1] com.au
[1] co.uk
[1] americanlibertyreportnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[274] covid
[94] prevención
[75] covid19
[53] longcovid
[48] pmqs
[34] news
[34] pfizer
[31] juventuduniversitaria
[28] home
[27] economia



Top Hashtags in Tweet in G1:
[53] covid
[32] news
[28] home
[27] economia
[26] casaitaliaradio
[26] radio
[26] casa
[26] design
[26] politica
[26] interiordesign

Top Hashtags in Tweet in G2:
[1] corporatepsychopaths
[1] nhs
[1] worldeconomicforum
[1] cdnpoli
[1] onpoli
[1] vitamind

Top Hashtags in Tweet in G3:
[3] covid
[3] covid19
[2] masks
[1] ireland
[1] pfizer
[1] longcovid
[1] paxlovid
[1] mecfs
[1] myalgicencephalomyelitis
[1] cdc

Top Hashtags in Tweet in G4:
[6] covid
[5] pregliasco
[3] diedsuddenly
[1] covidvaccine
[1] movimentonesti
[1] scienzah
[1] justsaying
[1] zwitserland
[1] thomasbinder

Top Hashtags in Tweet in G5:
[5] diedsuddenly
[2] covid
[1] springst
[1] virus

Top Hashtags in Tweet in G6:
[17] covid
[10] ivermectin
[4] pfizer
[2] pegasus
[2] eu
[2] pega
[1] drpetermccullough
[1] thedefender
[1] covid19
[1] blackrock

Top Hashtags in Tweet in G7:
[2] breaking_news
[1] musk
[1] massformation
[1] reinstatedavidthunder
[1] freethebird
[1] freespeech
[1] crimesagainsthumanity
[1] misinformation
[1] nuremberg
[1] stoptheshots

Top Hashtags in Tweet in G8:
[22] noolvidamos

Top Hashtags in Tweet in G9:
[94] prevención
[22] juventuduniversitaria
[19] laguayanaesequibaesnuestra
[15] felizcumpleañospdtemaduro
[12] sarampion
[12] polio
[12] rubeola
[12] covid
[11] 11/23/2022 12:00:00 AM
[11] notisalud

Top Hashtags in Tweet in G10:
[6] longcovid

Top Words
Top Words in Tweet in Entire Graph:
[7432] covid
[1616] 19
[562] people
[422] vaccine
[372] china
[365] died
[322] public
[321] more
[310] dr
[285] long

Top Words in Tweet in G1:
[797] covid
[189] 19
[65] china
[53] #covid
[43] em
[38] eu
[34] contra
[33] people
[32] #news
[31] cases

Top Words in Tweet in G2:
[217] covid
[116] significant
[115] public
[112] death
[108] jab
[106] draseemmalhotra
[105] concludes
[104] pfizer
[104] concern
[104] 14

Top Words in Tweet in G3:
[215] covid
[85] fauci
[49] dr
[49] 19
[45] origins
[44] people
[41] dianaglebova
[39] potus
[39] ask
[38] presssec

Top Words in Tweet in G4:
[257] covid
[195] wallstreetsilv
[187] 19
[177] control
[177] saying
[174] soros
[174] george
[173] helped
[172] loud
[172] instruments

Top Words in Tweet in G5:
[185] covid
[172] died
[159] suddenly
[81] comegetyourcat
[78] conspiracy
[69] trending
[62] damage
[59] nuts
[56] heart
[54] friend

Top Words in Tweet in G6:
[165] covid
[110] dr
[58] peter
[55] mccullough
[50] many
[47] _janey_j
[43] vaccines
[29] prominent
[28] died
[28] robertkennedyjr

Top Words in Tweet in G7:
[117] covid
[44] elonmusk
[32] banned
[30] vaccine
[22] died
[21] permanently
[20] people
[20] repmtg
[19] free
[16] member

Top Words in Tweet in G8:
[204] hoy
[204] días
[184] manuelrico
[150] hospital
[141] gobierno
[141] residentes
[138] ayuso
[137] protocolo
[137] impedía
[137] aprobó

Top Words in Tweet in G9:
[166] covid
[164] 19
[98] vtvcanal8
[94] #prevención
[77] nuevos
[65] venezuela
[63] contagios
[54] contra
[48] lucha
[46] medidas

Top Words in Tweet in G10:
[118] covid
[39] more
[36] people
[29] saskiapopescu
[22] past
[22] states
[21] cases
[21] shot
[21] pfizer
[21] first

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1569] covid,19
[241] contra,covid
[214] died,suddenly
[211] george,soros
[208] 19,helped
[208] helped,legitimize
[206] legitimize,instruments
[206] instruments,control
[189] soros,covid
[187] long,covid

Top Word Pairs in Tweet in G1:
[184] covid,19
[26] #economia,#arredamento
[26] #arredamento,#governo
[26] più,#casaitaliaradio
[26] #casa,#home
[26] #governo,#politicaitaliana
[26] #news,#economia
[26] #radio,#casa
[26] contra,covid
[26] #covid,#news

Top Word Pairs in Tweet in G2:
[103] concludes,death
[103] death,14
[103] significant,public
[103] weeks,pfizer
[103] pfizer,covid
[103] old,boy
[103] public,concern
[103] covid,jab
[103] jab,significant
[103] 14,year

Top Word Pairs in Tweet in G3:
[48] covid,19
[40] dr,fauci
[36] origins,covid
[35] attempted,ask
[32] answers,origins
[28] fauci,several
[28] ask,fauci
[28] demand,answers
[28] several,times
[28] white,house

Top Word Pairs in Tweet in G4:
[187] covid,19
[174] soros,covid
[174] george,soros
[172] part,loud
[172] helped,legitimize
[172] legitimize,instruments
[172] instruments,control
[172] saying,quiet
[172] quiet,part
[172] 19,helped

Top Word Pairs in Tweet in G5:
[159] died,suddenly
[69] suddenly,trending
[59] conspiracy,nuts
[54] heart,damage
[53] recently,died
[53] covid,37
[53] suddenly,heart
[53] having,covid
[53] friend,recently
[53] lifelong,athlete

Top Word Pairs in Tweet in G6:
[58] dr,peter
[55] peter,mccullough
[42] covid,vaccines
[27] oveta,fuller
[27] emergency,use
[27] authorisation,three
[27] virologist,dr
[27] dr,oveta
[27] vaccines,died
[27] use,authorisation

Top Word Pairs in Tweet in G7:
[16] permanently,banned
[16] member,congress
[14] big,tech
[14] banned,january
[14] january,2022
[14] died,suddenly
[14] 2022,violated
[14] oligarchs,permanently
[14] tech,oligarchs
[14] congress,unelected

Top Word Pairs in Tweet in G8:
[182] manuelrico,hoy
[137] ayuso,aprobó
[137] aprobó,protocolo
[137] gobierno,ayuso
[137] días,gobierno
[137] trasladar,hospital
[137] impedía,trasladar
[137] hospital,residentes
[137] protocolo,impedía
[131] residentes,vulnerab

Top Word Pairs in Tweet in G9:
[164] covid,19
[72] vtvcanal8,#prevención
[63] nuevos,contagios
[54] contra,covid
[48] lucha,contra
[45] 24,horas
[45] últimas,24
[45] venezuela,registra
[45] 19,venezuela
[45] contagios,últimas

Top Word Pairs in Tweet in G10:
[21] pfizer,moderna
[19] two,weeks
[19] first,covid
[19] 18,million
[19] getting,hit
[19] covid,shot
[19] weeks,sound
[19] covid,cases
[19] cases,past
[19] more,18

Top Replied-To
Top Replied-To in Entire Graph:
@covid_parent
@ollibia457
@comegetyourcat
@potus
@stclairashley
@eric_schmitt
@elonmusk
@massi_fantini84
@actbrigitte
@greg_price11

Top Replied-To in G2:
@berniespofforth
@thebradfordfile
@fluteold
@eluminante
@draseemmalhotra
@theworldofmomus
@jockney6969
@rhondaw83330735
@mrcattmoles

Top Replied-To in G3:
@potus
@greg_price11
@geraldorivera
@presssec
@whitehouse
@davidhogg111
@dianaglebova
@tedcruz
@clairefosterphd
@buzzpatterson

Top Replied-To in G4:
@davidmill93
@comegetyourcat
@wallstreetsilv
@madibasoul
@imolaoggi

Top Replied-To in G5:
@comegetyourcat
@rubberducky333
@mpc_xetts
@qstarcoder1
@wizoftoz63
@akiss4luck
@awasiukiewicz
@jennifer__12345
@terrybarnes5
@charlotteemmauk

Top Replied-To in G6:
@_janey_j
@ianmsc
@itvfootball
@robertkennedyjr
@krieger66362259
@nogairaiders
@realelonsarmy
@kevdjenkins1
@tr6_guy
@themrsknowitall

Top Replied-To in G7:
@elonmusk
@ericmmatheny
@diedsuddenly_
@jeffreyatucker
@jamesbradleyca
@repmtg
@project_veritas
@natestern
@olsonrebel
@brandonngage

Top Replied-To in G8:
@europapress
@manuelrico

Top Replied-To in G10:
@saskiapopescu
@citvdelblvck
@3fkkids
@metteeliseussen
@melissacreate15
@josephtweber
@emily_fri
@radcentrism
@shortstorytell
@c_a_gustave

Top Mentioned
Top Mentioned in Entire Graph:
@wallstreetsilv
@manuelrico
@draseemmalhotra
@vtvcanal8
@sansani23
@comegetyourcat
@f_philippot
@berniespofforth
@the_meghaning
@sincerojesuis

Top Mentioned in G1:
@varginha_online
@prpltnkr
@incomewebsites5
@melodywav
@matheuscomunica
@_dipikar
@junko_in_sappro
@masteredwriter
@newagened
@james82224273

Top Mentioned in G2:
@draseemmalhotra
@berniespofforth
@beverleyturner
@toadmeister
@freetoexpress12
@cdcdirector
@maryannedemasi
@calvinrobinson
@drhoenderkamp
@gillianmckeith

Top Mentioned in G3:
@dianaglebova
@presssec
@potus
@thefungi669
@newsmax
@whitehouse
@pfizer
@geraldorivera
@kprather88
@repthomasmassie

Top Mentioned in G4:
@wallstreetsilv
@jessekellydc
@lvogruppo
@icspleit
@giuseppelandi
@raggedlines
@madibasoul
@imolaoggi
@renztom
@claudiodeglinn2

Top Mentioned in G5:
@comegetyourcat
@the_meghaning
@vabvox
@politicussarah
@jose_pagliery
@rubberducky333
@literaryminded
@terrybarnes5
@bebetterimagine
@thefreds

Top Mentioned in G6:
@_janey_j
@robertkennedyjr
@skmorefield
@drsimonegold
@wolsned
@absolutewithe
@kaushal01833606
@profkarolsikora
@financialjuice
@itv

Top Mentioned in G7:
@elonmusk
@repmtg
@jungletwittter
@samharrisorg
@jeffreyatucker
@catturd2
@mtgreenee
@diedsuddenly_
@ijustine
@oliviaserranu

Top Mentioned in G8:
@manuelrico
@fiscal_es
@maribel60780973

Top Mentioned in G9:
@vtvcanal8
@minsaludve
@yami2336
@cristob41915018
@opsomsvenezuela
@gnb_pueblo
@nicolasmaduro
@unamujeroficial
@inameh
@utso_04trujillo

Top Mentioned in G10:
@saskiapopescu
@kenwinsor4
@luckytran
@hallwayorchard
@emily_fri
@thetyee
@youarelobbylud
@nationalnurses
@popnb_kindness
@josephtweber

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@infoitinterno
@andyvermaut
@robinsnewswire
@vaporware
@telesurtv
@juners
@radioelshinta
@independent
@becaes_

Top Tweeters in G1:
@infoitinterno
@andyvermaut
@robinsnewswire
@vaporware
@blackcentaurfx
@tempodotco
@vonivar
@seekingalpha
@thedextazlab
@idntimes

Top Tweeters in G2:
@yllekonadnerb
@vertig0nix
@markwrightuk88
@colinjarrett587
@virgintalent
@essexpr
@martinjdwareham
@athenafreedom20
@margybargy
@tumble_w33d

Top Tweeters in G3:
@vonrosenchild
@marylschmidt
@amb0306
@tassajarard
@mtinamorgan
@hubbucket
@1freshtake
@dailycaller
@mksg88
@caroltpsworld

Top Tweeters in G4:
@sonialavera
@cnovelo66
@daniele19921
@omarbula
@carlosbarbosaa3
@cowboy082478
@rosaroccaforte
@0pip01
@master2001_3
@attilascuola

Top Tweeters in G5:
@kak089
@msmwatchdog2013
@jjaazzee1
@vabvox
@cyndiw100
@news24
@murtwitnessone
@janjan2892
@sassycrass
@tweetmalena

Top Tweeters in G6:
@annasilvani
@boenasvoabo
@playstrumpcard
@tivosaba
@financialjuice
@latimeralder
@flavr7
@neogem5
@dreddymd
@btcyn

Top Tweeters in G7:
@ericmmatheny
@tpblue4
@scottdehn
@kikilauridsen
@dineshdsouza
@sheronc01571447
@townhallcom
@kpvsmom
@aukerdean
@kagmom2

Top Tweeters in G8:
@europapress
@hespetacular
@mlcabezuelo
@araceli_redal
@beatrizbandera3
@espegordo
@velascocalvo58
@leganav
@lastk
@rbinter2

Top Tweeters in G9:
@vtvcanal8
@jguedez29
@mppeducacion
@mippcivzla
@omarmatansero
@atilio_1973
@gnb_pueblo
@yami2336
@luces_0407
@_karenpnt

Top Tweeters in G10:
@tadrow
@gotmtv
@lacunalingua_3
@caesura30
@rositastef
@fosterclf
@redwingschic
@rexannakeats
@gamemasterpow
@brandk110