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COVID_2023-03-07_03-45-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 07, 2023
Short Description:
COVID via NodeXL PERMANENTLY_REMOVED
@rwmalonemd
@davidwolfe
@vigilantfox
@drelidavid
@drericding
@theagent_x
@drjbhattacharya
@1goodtern
@liz_churchill8
@jackposobiec

Top hashtags:
#somoslosdechávez
#covid
#covid19
#longcovid
#lockdownfiles
#bbc
#india
#ultimahora

Description:
Description
The graph represents a network of 6,397 Twitter users whose recent tweets contained "COVID", 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 11:50 UTC.

The tweets in the network were tweeted over the 1432-day, 22-hour, 5-minute period from Thursday, 04 April 2019 at 02:55 UTC to Tuesday, 07 March 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 : 6397
Unique Edges : 2986
Edges With Duplicates : 10844
Total Edges : 13830
Number of Edge Types : 9
Retweet : 3854
MentionsInRetweet : 4500
MentionsInReplyTo : 2206
Replies to : 1299
Tweet : 1291
Mentions : 393
MentionsInQuote : 124
Quote : 139
MentionsInQuoteReply : 24
Self-Loops : 1578
Reciprocated Vertex Pair Ratio : 0.01798830760006
Reciprocated Edge Ratio : 0.035340892357532
Connected Components : 1199
Single-Vertex Connected Components : 271
Maximum Vertices in a Connected Component : 3050
Maximum Edges in a Connected Component : 8101
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.659497
Graph Density : 0.000165977387578977
Modularity : 0.499207
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,397 Twitter users whose recent tweets contained "COVID", 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 11:50 UTC.

The tweets in the network were tweeted over the 1432-day, 22-hour, 5-minute period from Thursday, 04 April 2019 at 02:55 UTC to Tuesday, 07 March 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
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:
[135] https://www.vtv.gob.ve/terapia-anticoagulantes-mejora-hospitalizados-covid-19/
[57] https://t.me/+Xh5-nzkW7lxjYWE8
[53] https://podcasts.apple.com/us/podcast/episode-411-project-fear-massive-whatsapp-leak-reveals/id1585243541?i=1000603057374
[31] https://www.newsweek.com/america-covid-response-was-based-lies-opinion-1785177
[23] https://twitter.com/RedLightning420/status/1632841550609924096/video/1
[23] https://www.foxnews.com/politics/house-committee-fauci-prompted-drafting-medical-paper-disprove-covid-lab-leak-theory
[20] https://www.dailymail.co.uk/news/article-11823577/Matt-Hancock-joked-Bill-Gates-Covid-vaccine-conspiracy-theory.html
[19] https://www.vtv.gob.ve/silicio-oro-cobre-nuevas-armas-covid-19/
[19] https://twitter.com/VTVcanal8/status/1632848333390639105/photo/1
[19] https://twitter.com/gonza111069/status/1632905295646146562/photo/1

Top URLs in Tweet in G1:
[4] https://www.foxnews.com/media/dr-fauci-lot-things-wrong-remained-silent-covid-censorship-jonathan-turley
[4] https://www.judicialwatch.org/ivermectin-for-treatment-of-covid/
[4] https://twitter.com/acertainfox512/status/1632906393262096385/photo/1
[3] https://www.newsweek.com/america-covid-response-was-based-lies-opinion-1785177
[3] https://twitter.com/bettycjung/status/1632907123565682690
[2] https://twitter.com/J_H_5/status/1632908916689457152/photo/1
[2] https://odysee.com/@RonGibsonChannel:0
[2] https://www.wthr.com/article/news/nation-world/woman-used-covid-relief-funds-to-fund-lavish-life-style/507-8eaccdca-8cd4-4887-a38d-565a9ae0507a
[2] https://www.dailymail.co.uk/news/article-11824905/Emails-Dr-Fauci-commissioned-February-2020-paper-disprove-COVID-leaked-Wuhan-lab.html
[2] https://childrenshealthdefense.org/defender/mother-sues-doctor-kids-covid-vaccines-without-consent/

Top URLs in Tweet in G2:
[57] https://t.me/+Xh5-nzkW7lxjYWE8
[4] https://twitter.com/Fisherlady111/status/1632801967897718785/video/1
[3] https://twitter.com/vigilantfox/status/1632749704206249985
[3] https://twitter.com/ChelsyFreedom/status/1630429279069814784/photo/1
[2] https://dailyclout.io/report-59-the-flawed-trial-of-pfizers-covid-19-mrna-vaccine/
[2] https://palexander.substack.com/p/did-the-covid-mrna-technology-gene
[2] https://www.nytimes.com/2023/02/23/science/moderna-covid-vaccine-patent-nih.html
[2] https://twitter.com/ScepticalAussie/status/1632908071730282497/photo/1
[2] https://twitter.com/ZelenkoZev/status/1632497108237398016/video/1
[2] https://twitter.com/Vito68122235/status/1632335876545019904/video/1

Top URLs in Tweet in G3:
[15] https://www.247buyivermectin.com/product-page/ivermectin-tablets
[11] https://www.foxnews.com/politics/house-committee-fauci-prompted-drafting-medical-paper-disprove-covid-lab-leak-theory
[8] https://twitter.com/CollinRugg/status/1632785293249236992
[3] https://www.theatlantic.com/ideas/archive/2020/07/why-schools-cant-fully-reopen-fall/614353/
[2] https://radio.foxnews.com/2023/03/06/rep-jim-jordan-dr-fauci-misled-americans-at-every-turn-during-the-covid-19-pandemic/
[2] https://twitter.com/collinrugg/status/1632785293249236992
[2] https://www.cnbc.com/amp/2023/02/26/us-energy-department-assesses-with-low-confidence-covid-may-have-originated-from-chinese-lab-leak.html
[1] https://twitter.com/i/web/status/1632773957211537408
[1] https://twitter.com/CollinRugg/status/1632785293249236992/photo/1
[1] https://trendingpoliticsnews.com/dr-fauci-straight-to-jail-knab/?utm_source=collin&utm_medium=twitter

Top URLs in Tweet in G4:
[6] https://www.breitbart.com/clips/2023/03/06/mark-levin-covid-origin-a-massive-cover-up-one-of-the-biggest-scandals-in-medical-scientific-history/
[3] https://www.newsweek.com/america-covid-response-was-based-lies-opinion-1785177
[3] https://www.mattmargolis.com/p/fauci-lied-about-covid-lab-leak-theory?utm_campaign=post
[3] https://covertactionmagazine.com/2023/02/27/was-the-pentagon-and-cia-behind-the-covid-19-pandemic/
[2] https://rumble.com/v2bygwu-they-got-busted-trafficking-in-covid-fear-ep.-1962-the-dan-bongino-show.html?mref=16emn&mc=6kk5f
[2] https://theragingpatriot.org/2023/03/06/major-development-house-committee-reveals-that-dr-fauci-prompted-drafting-of-medical-publication-to-debunk-covid-19-wuhan-lab-leak-theory/?utm_source=Twit&utm_medium=JD
[2] https://www.foxnews.com/politics/house-committee-fauci-prompted-drafting-medical-paper-disprove-covid-lab-leak-theory
[2] https://t.me/SGTnewsNetwork/42520
[1] https://twitter.com/i/web/status/1632810614069534720
[1] https://twitter.com/StormyBotK/status/1632810614069534720/photo/1

Top URLs in Tweet in G5:
[2] https://www.youtube.com/live/CelBUApcIhY?feature=share

[2] https://www.foxnews.com/media/dr-fauci-lot-things-wrong-remained-silent-covid-censorship-jonathan-turley
[2] https://www.dailymail.co.uk/news/article-11817825/Russian-scientist-created-Covid-vaccine-strangled-death-belt-apartment.html
[2] https://www.sandiegouniontribune.com/news/public-safety/story/2023-03-04/romanian-citizen-arrested-on-suspicion-of-stealing-more-than-5m-in-covid-relief-funds
[1] https://twitter.com/DavidWolfe/status/1632843738128220160/video/1
[1] https://conspiracynetwork.com/covid-19

Top URLs in Tweet in G6:
[4] https://twitter.com/business/status/1632839945298509824
[2] https://twitter.com/wicmar/status/1632614070577950722
[2] https://twitter.com/EricTopol/status/1632891944136491008
[2] https://erictopol.substack.com/p/heart-attacks-and-strokes-late-after
[1] https://twitter.com/i/web/status/1632488855646490626
[1] https://twitter.com/1goodtern/status/1632488855646490626/photo/1
[1] https://twitter.com/i/web/status/1632871376657825797
[1] https://financialpost.com/news/economy/long-covid-defies-understanding-with-some-fearing-it-could-be-this-generations-polio
[1] https://twitter.com/LauraMiers/status/1632812453183488000/photo/1
[1] https://www.news-medical.net/news/20230227/Study-shows-COVID-19-rates-were-likely-forty-times-higher-than-CDC-estimates-during-BA4BA5-dominant-period-in-the-US.aspx

Top URLs in Tweet in G7:
[4] https://twitter.com/vinroche/status/1632905571148898304/photo/1
[2] https://www.1news.co.nz/2023/03/06/experts-blame-covid-after-nearly-20000-extra-australian-deaths/
[2] https://twitter.com/1NewsNZ/status/1632784889987596288/photo/1
[2] https://www.foxnews.com/politics/house-committee-fauci-prompted-drafting-medical-paper-disprove-covid-lab-leak-theory
[2] https://twitter.com/drelidavid/status/1632109633828532225
[2] https://twitter.com/Rustofur/status/1632858380258906113/photo/1
[2] https://acesnz.substack.com/p/a-look-at-with-covid-deaths-in-the?utm_source=twitter&utm_campaign=auto_share&r=26x78v
[2] https://twitter.com/OsmarTerra/status/1631722394405543957/photo/1
[2] https://twitter.com/FramboiseBarthe/status/1498884922391597057/photo/1
[1] https://twitter.com/DrEliDavid/status/1632902240900984832/photo/1

Top URLs in Tweet in G8:
[48] https://podcasts.apple.com/us/podcast/episode-411-project-fear-massive-whatsapp-leak-reveals/id1585243541?i=1000603057374
[6] https://t.me/+_pFcjn-pWQAzOWY0
[4] https://twitter.com/ebon_geist/status/1632908858090766337/photo/1
[3] https://vaticancatholic.com/dr-andrew-kaufman-exposes-the-lies-about-covid-19/
[2] https://www.newsweek.com/america-covid-response-was-based-lies-opinion-1785177
[2] https://www.dailymail.co.uk/news/article-11823577/Matt-Hancock-joked-Bill-Gates-Covid-vaccine-conspiracy-theory.html
[1] https://twitter.com/JackPosobiec/status/1632905381885235201/photo/1
[1] https://twitter.com/i/web/status/1632487306798964736
[1] https://twitter.com/TexasLindsay_/status/1632487306798964736/photo/1
[1] https://twitter.com/i/spaces/1OdJrzyeXbVJX

Top URLs in Tweet in G9:
[119] https://www.vtv.gob.ve/terapia-anticoagulantes-mejora-hospitalizados-covid-19/
[19] https://www.vtv.gob.ve/silicio-oro-cobre-nuevas-armas-covid-19/
[19] https://twitter.com/VTVcanal8/status/1632848333390639105/photo/1
[19] https://twitter.com/gonza111069/status/1632905295646146562/photo/1
[2] https://twitter.com/VenezuelaSaime/status/1632834888981151744/photo/1
[1] https://twitter.com/VTVcanal8/status/1632904971149623296/photo/1
[1] https://twitter.com/gonza111069/status/1632908918669049857/photo/1
[1] https://twitter.com/yami2336/status/1632696977568718848/photo/1
[1] https://twitter.com/avnve/status/1632720107712528384/photo/1
[1] https://twitter.com/avnve/status/1632791514047815680/photo/1

Top URLs in Tweet in G10:
[3] https://www.sfchronicle.com/health/article/covid-coronavirus-pandemic-california-17807512.php
[3] https://www.frontiersin.org/articles/10.3389/fimmu.2020.00827/full
[2] https://academic.oup.com/eurheartjsupp/article/25/Supplement_A/A42/7036729
[2] https://academic.oup.com/cardiovascres/advance-article/doi/10.1093/cvr/cvac195/6987834
[2] https://www.mdpi.com/2077-0383/12/1/186
[2] https://journals.sagepub.com/doi/10.1177/17085381211068228?url_ver=Z39.88-2003&rfr_id=ori:rid:crossref.org&rfr_dat=cr_pub%20%200pubmed
[2] https://www.theguardian.com/world/2023/mar/06/long-covid-unanswered-question-doctors-stigma?CMP=Share_iOSApp_Other
[1] https://www.thetimes.co.uk/article/moderna-to-build-150m-vaccine-centre-in-uk-after-nhs-deal-jfflbmxmn
[1] https://thewest.com.au/news/health/experts-blame-covid-after-nearly-20000-extra-deaths-c-9949493
[1] https://twitter.com/abc730/status/1617442586049789955

Top Domains
Top Domains in Tweet in Entire Graph:
[1300] twitter.com
[155] gob.ve
[91] co.uk
[69] t.me
[53] apple.com
[44] foxnews.com
[36] newsweek.com
[31] youtube.com
[31] nypost.com
[28] trib.al

Top Domains in Tweet in G1:
[62] twitter.com
[9] patch.com
[8] foxnews.com
[5] co.uk
[4] newsweek.com
[4] rumble.com
[4] judicialwatch.org
[4] gettr.com
[4] childrenshealthdefense.org
[3] theblaze.com

Top Domains in Tweet in G2:
[57] t.me
[53] twitter.com
[5] substack.com
[3] dailyclout.io
[2] nytimes.com
[1] who.int
[1] alarabiya.net
[1] spotify.com
[1] childrenshealthdefense.org
[1] thecentersquare.com

Top Domains in Tweet in G3:
[47] twitter.com
[15] 247buyivermectin.com
[13] foxnews.com
[3] theatlantic.com
[2] rumble.com
[2] nytimes.com
[2] nypost.com
[2] cnbc.com
[1] trendingpoliticsnews.com
[1] endcovidforall.com

Top Domains in Tweet in G4:
[23] twitter.com
[6] breitbart.com
[3] newsweek.com
[3] theragingpatriot.org
[3] mattmargolis.com
[3] covertactionmagazine.com
[2] rumble.com
[2] newsmax.com
[2] foxnews.com
[2] t.me

Top Domains in Tweet in G5:
[2] youtube.com
[2] foxnews.com
[2] co.uk
[2] sandiegouniontribune.com
[1] twitter.com
[1] conspiracynetwork.com

Top Domains in Tweet in G6:
[34] twitter.com
[2] theguardian.com
[2] bloomberg.com
[2] substack.com
[2] wsj.com
[1] financialpost.com
[1] news-medical.net
[1] statnews.com
[1] euronews.com
[1] nbcnews.com

Top Domains in Tweet in G7:
[22] twitter.com
[2] co.nz
[2] foxnews.com
[2] substack.com
[2] t.co
[1] com.br
[1] newsweek.com
[1] apple.com
[1] votervoice.net

Top Domains in Tweet in G8:
[48] apple.com
[21] twitter.com
[7] t.me
[3] vaticancatholic.com
[2] newsweek.com
[2] co.uk
[1] substack.com
[1] sciencemediahub.eu
[1] eugyppius.com
[1] firstpost.com

Top Domains in Tweet in G9:
[138] gob.ve
[45] twitter.com

Top Domains in Tweet in G10:
[34] twitter.com
[4] oup.com
[3] sfchronicle.com
[3] frontiersin.org
[3] theguardian.com
[2] cdc.gov
[2] jamanetwork.com
[2] mdpi.com
[2] sagepub.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[184] somoslosdechávez
[97] covid
[46] covid19
[34] longcovid
[32] lockdownfiles
[17] bbc
[17] india
[15] ultimahora
[14] covid_19
[11] borisjohnson



Top Hashtags in Tweet in G1:
[12] covid
[9] covid19
[4] coronavirus
[3] foxnews
[2] corona
[2] covid_19
[2] virus
[2] tennis
[2] disinfogate
[2] djokovic

Top Hashtags in Tweet in G2:
[5] faucifiles
[5] fauciliedmillionsdied
[4] covid
[2] covidvaccine
[1] fauci
[1] covid19
[1] arrestfauci
[1] reparations
[1] china
[1] crimesagainshumanity

Top Hashtags in Tweet in G3:
[14] covid
[3] fauci
[3] faucifiles
[3] australia
[3] australian
[1] scotlandhassheep
[1] implausible
[1] covid19
[1] ukrainerussiawar️
[1] wokisme

Top Hashtags in Tweet in G4:
[2] covid
[1] cpac2023

Top Hashtags in Tweet in G6:
[8] longcovid
[4] covid
[3] bringbackmasks
[3] covid19
[3] covidisairborne
[3] covidisntover
[3] dosomething
[2] immunesystem
[2] magats
[1] covidisnotover

Top Hashtags in Tweet in G7:
[4] covid
[2] russieukraine
[2] passvaccinal
[2] vaccination
[2] jeanmicheltrogneux

Top Hashtags in Tweet in G8:
[2] heartfailure
[2] mrna
[1] vax
[1] faucifiles
[1] lockdownfiles
[1] pandemic

Top Hashtags in Tweet in G9:
[160] somoslosdechávez
[4] gobierno
[2] 3/6/2023 12:00:00 AM

Top Hashtags in Tweet in G10:
[7] longcovid
[3] covid19
[2] covid
[2] cdcemergingevidence
[1] pandemicamnesia
[1] sarscov2
[1] mrna
[1] pfizer
[1] vaccinedeath
[1] faucifiles

Top Words
Top Words in Tweet in Entire Graph:
[4827] covid
[1312] 19
[767] fauci
[508] pfizer
[422] vaccines
[414] lab
[394] breaking
[376] leak
[366] people
[364] vaccine

Top Words in Tweet in G1:
[255] covid
[78] 19
[23] people
[18] more
[16] against
[16] dr
[15] back
[14] health
[14] death
[14] one

Top Words in Tweet in G2:
[244] covid
[205] vigilantfox
[142] 19
[130] barnes_law
[119] pfizer
[86] vaccine
[71] vaccines
[71] trump
[63] time
[61] taking

Top Words in Tweet in G3:
[182] covid
[56] share
[54] leak
[54] lab
[51] theory
[49] trump
[44] 19
[37] collinrugg
[32] cnn
[32] talking

Top Words in Tweet in G4:
[127] history
[127] modern
[124] rwmalonemd
[122] health
[121] public
[121] unethical
[121] biggest
[121] breakdown
[121] leadership
[121] tragic

Top Words in Tweet in G5:
[189] covid
[176] breaking
[152] davidwolfe
[141] pfizer
[126] being
[125] vaccines
[124] alleged
[124] sued
[124] false
[124] claims

Top Words in Tweet in G6:
[185] covid
[50] people
[50] 1goodtern
[35] long
[31] another
[30] news
[28] piece
[27] massive
[27] probably
[26] ten

Top Words in Tweet in G7:
[164] drelidavid
[144] vaxxed
[142] 5x
[138] covid
[85] fauci
[85] djokovic
[84] science
[84] entry
[83] denied
[76] biden

Top Words in Tweet in G8:
[178] covid
[70] lies
[54] jackposobiec
[54] michaelpsenger
[52] project
[52] fear
[51] response
[50] leak
[49] those
[48] british

Top Words in Tweet in G9:
[164] covid
[164] 19
[160] #somoslosdechávez
[138] hospitalizados
[138] terapia
[138] mejora
[138] anticoagulantes
[136] vtvcanal8
[20] contra
[20] oro

Top Words in Tweet in G10:
[165] covid
[47] 19
[32] drericding
[25] people
[25] long
[23] cdc
[20] death
[17] more
[17] cobrakaai
[16] years

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1301] covid,19
[320] lab,leak
[271] covid,vaccines
[197] public,health
[194] false,claims
[189] claims,covid
[186] being,sued
[186] pfizer,being
[183] breaking,pfizer
[182] alleged,false

Top Word Pairs in Tweet in G1:
[75] covid,19
[9] 19,restrictions
[8] contra,covid
[8] dr,fauci
[8] against,death
[8] protects,against
[8] restrictions,county
[8] state,rolls
[8] shows,bivalent
[8] rolls,back

Top Word Pairs in Tweet in G2:
[142] covid,19
[72] vigilantfox,barnes_law
[59] contract,between
[58] lied,pfizer
[58] pfizer,contract
[58] barnes_law,time
[58] robert,barnes
[58] recognize,lied
[58] trump,recognize
[58] barnes,barnes_law

Top Word Pairs in Tweet in G3:
[52] lab,leak
[51] leak,theory
[44] covid,19
[31] trump,talking
[25] talking,point
[24] breaking,cnn
[24] 19,lab
[24] due,being
[24] cnn,told
[24] being,trump

Top Word Pairs in Tweet in G4:
[127] modern,history
[121] breakdown,public
[121] public,health
[121] health,leadership
[121] biggest,tragic
[121] leadership,modern
[121] unethical,breakdown
[121] tragic,unethical
[120] history,ht
[120] rwmalonemd,biggest

Top Word Pairs in Tweet in G5:
[133] davidwolfe,breaking
[124] sued,3t
[124] breaking,pfizer
[124] being,sued
[124] 3t,alleged
[124] false,claims
[124] alleged,false
[124] claims,covid
[124] covid,vaccines
[124] pfizer,being

Top Word Pairs in Tweet in G6:
[26] cow,huge
[26] holy,cow
[26] news,probably
[26] another,massive
[26] probably,ten
[26] piece,news
[26] likes,disappear
[26] disappear,twitterhole
[26] huge,piece
[26] massive,holy

Top Word Pairs in Tweet in G7:
[142] 5x,vaxxed
[83] djokovic,denied
[83] denied,entry
[75] biden,fauci
[74] bourla,walensky
[74] kamala,bourla
[74] fauci,kamala
[72] covid,unvaccinated
[72] walensky,covid
[72] unvaccinated,djokovic

Top Word Pairs in Tweet in G8:
[52] project,fear
[48] breaking,project
[48] fear,massive
[48] govt,plotting
[48] covid,tyranny
[48] plotting,covid
[48] whatsapp,leak
[48] leak,reveals
[48] reveals,british
[48] british,govt

Top Word Pairs in Tweet in G9:
[164] covid,19
[138] 19,#somoslosdechávez
[138] hospitalizados,covid
[138] mejora,hospitalizados
[138] terapia,anticoagulantes
[138] anticoagulantes,mejora
[118] vtvcanal8,terapia
[20] 19,silicio
[20] armas,contra
[20] oro,cobre

Top Word Pairs in Tweet in G10:
[47] covid,19
[19] long,covid
[12] drericding,cdcdirector
[12] things,worry
[10] sars,cov
[8] gringogranadino,cobrakaai
[7] renal,endocrine
[7] 19,conditions
[7] cardiovascular,pulmonary
[7] emerging,evidence

Top Replied-To
Top Replied-To in Entire Graph:
@vigilantfox
@jdavidschneider
@drericding
@cobrakaai
@marshablackburn
@potus
@jim_jordan
@moon000104
@marionawfal
@ronnyjacksontx

Top Replied-To in G2:
@vigilantfox
@jdavidschneider
@allname97713927
@sandra_g_loftis
@phoenixash007
@jpou91
@aa69925819
@funinoca
@peterantonatos
@lovea2ndbaseman

Top Replied-To in G3:
@jim_jordan
@frankmikedavis1
@mikepompeo
@collinrugg
@warclandestine
@ke_jayne
@gopoversight
@frankdpi
@repstefanik
@elonmusk

Top Replied-To in G4:
@sentedcruz
@newsmax
@rwmalonemd
@dbongino
@spartajustice

Top Replied-To in G5:
@davidwolfe
@tvext
@timmy0u812
@matthewloop
@rkfitz56
@zaptheshark

Top Replied-To in G6:
@observingangel
@1goodtern
@canuckistanidxb
@erictopol
@galorescircus
@keetmuise
@business
@smpwrgr
@ninjagirlphd
@apmalong

Top Replied-To in G7:
@drelidavid
@1newsnz
@starricky12
@chase_kimba11
@johnisner

Top Replied-To in G8:
@marionawfal
@jackposobiec
@danielkotzin
@c19vaxinjured
@kanekoathegreat
@stevenjfrisch
@bret_sears
@joshwalkos
@ungathegreat
@joncoopertweets

Top Replied-To in G10:
@drericding
@cobrakaai
@doctap2
@wonderfulday01
@drclairetaylor
@maosbot
@meetjess
@cv_cev
@westegnen
@oc_mercuri

Top Mentioned
Top Mentioned in Entire Graph:
@vigilantfox
@drelidavid
@davidwolfe
@rwmalonemd
@vtvcanal8
@barnes_law
@drjbhattacharya
@harvard
@liz_churchill8
@michaelpsenger

Top Mentioned in G1:
@jbkienerv
@annejor00635096
@salud_ec
@globalcaribbean
@cliffordribner
@howodd69

Top Mentioned in G2:
@vigilantfox
@barnes_law
@drhenryealy
@jdavidschneider
@dowdedward
@hugh_mankind
@robertkennedyjr
@politicalmoons2
@45lvnancy
@jordanbpeterson

Top Mentioned in G3:
@collinrugg
@thechiefnerd
@jim_jordan
@freedomhav
@dc_draino
@warclandestine
@gopoversight
@mikepompeo
@disclosetv

Top Mentioned in G4:
@rwmalonemd
@spartajustice
@dbongino
@stormybotk
@sentedcruz
@marklevinshow
@jdunlap1974
@not_the_bee
@glennbeck
@newsmax

Top Mentioned in G5:
@davidwolfe
@patbr0dy
@mattwallace888
@drelidavid
@tvext
@collinrugg
@charliekirk11
@jjdj1187
@vigilantfox

Top Mentioned in G6:
@1goodtern
@erictopol
@taylorlorenz
@lauramiers
@galorescircus
@keetmuise
@jamahealthforum
@mattbc
@observingangel
@mkarolian

Top Mentioned in G7:
@drelidavid
@harvard
@osmarterra
@1newsnz
@acesnz
@rwmalonemd
@vigilantfox
@ncm4ever
@jim_jordan
@gayergus

Top Mentioned in G8:
@michaelpsenger
@jackposobiec
@bret_sears
@marionawfal
@ungathegreat
@danielkotzin
@drelidavid
@den_pero
@backtolife_2023
@kogz

Top Mentioned in G9:
@vtvcanal8
@gonza111069
@avnve
@yami2336
@panconcafevzla
@desalmada2510
@4freddy23
@venezuelasaime

Top Mentioned in G10:
@drericding
@cdcdirector
@gringogranadino
@meetjess
@crabbbrendan
@cobrakaai
@karencutter4
@profesterman
@kristopherroe
@bkwanlive

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@andyvermaut
@newsoneplace
@unoticias
@vivacoid
@elpoliticonews
@poligrafnews
@littlebytesnews
@billm9
@vtvcanal8

Top Tweeters in G1:
@andyvermaut
@newsoneplace
@poligrafnews
@danspena
@wthrcom
@47news_official
@bloombergasia
@acentodiario
@bettycjung
@canarias7

Top Tweeters in G2:
@norejj
@webb_carrie
@rlockrocks
@scepticalaussie
@barnes_law
@sinnedevol
@carolsmith11111
@vegas_whoa
@45lvnancy
@naomirwolf

Top Tweeters in G3:
@nytimes
@vebo1991
@br_green_heart
@frankdpi
@wolfeglenda
@shawng927
@dg21or5
@wineaintsweeter
@tpblue4
@udreams30

Top Tweeters in G4:
@de_ploribusunum
@siro_nagasu
@copyqueen1127
@campbell2976
@fabius10scudi
@newsmax
@cogburn_kathy
@craigor47238257
@johanmccurdy
@mpeale

Top Tweeters in G5:
@jjdj1187
@jannyzeeland
@vox_politica
@f1st
@dawnstutesman
@pamsta67
@zozo51082542
@benfer7
@backformore12
@oriana88797603

Top Tweeters in G6:
@jjj5819
@business
@chiller
@debp197
@kirkmurphy
@neric16
@ballerinax
@klia00
@jchilton666
@wsj

Top Tweeters in G7:
@littlebytesnews
@sustain05
@johnjonny1
@dorunda
@jeshanibal
@lenautilus
@alexchina_0_
@11setembro
@1newsnz
@realpunkspirit

Top Tweeters in G8:
@susaninlaguna
@tevet
@lawyer4laws
@doembon
@lucky88duck
@donahugh216
@sharonkness1
@magafrance
@lnair123
@rabbittgirl

Top Tweeters in G9:
@vtvcanal8
@avnve
@rodalexandre25
@yami2336
@laplaya82
@silvajose2010
@yeritza1988
@maragon77452417
@lorenac78317719
@gavidiarachell4

Top Tweeters in G10:
@bronxfanatic
@guardian
@cscviews
@fireytopaz
@saffiya_khan1
@scott_squires
@coonavass
@sfchronicle
@ringham7
@musichistorylaw