COVID, Twitter, 1/10/2023 3:46:41 PM, 287639


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COVID_2023-01-10_03-45-01.xlsx
COVID_2023-01-10_03-45-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 10, 2023
Short Description:
COVID via NodeXL https://bit.ly/3VWxeAh
@elonmusk
@alexberenson
@project_veritas
@rycunni
@healthbyjames
@rwmalonemd
@bnofeed
@potus
@sillymansheldon
@prometheus811

Top hashtags:
#twitterfiles
#covid
#diedsuddenly
#covid19
#pfizer
#twitter
#fda
#covid_19

Description:
Description
The graph represents a network of 6,626 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 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 11:49 UTC.

The tweets in the network were tweeted over the 1086-day, 6-hour, 51-minute period from Sunday, 19 January 2020 at 18:08 UTC to Tuesday, 10 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 : 6626
Unique Edges : 3635
Edges With Duplicates : 10782
Total Edges : 14417
Number of Edge Types : 9
Retweet : 3885
MentionsInRetweet : 4684
Replies to : 1211
MentionsInReplyTo : 2674
Tweet : 1321
Quote : 115
Mentions : 436
MentionsInQuote : 46
MentionsInQuoteReply : 45
Self-Loops : 1567
Reciprocated Vertex Pair Ratio : 0.0201741052922482
Reciprocated Edge Ratio : 0.0395503182987945
Connected Components : 1192
Single-Vertex Connected Components : 303
Maximum Vertices in a Connected Component : 3173
Maximum Edges in a Connected Component : 8258
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 6.919452
Graph Density : 0.000168188212245642
Modularity : 0.516326
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,626 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 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 11:49 UTC.

The tweets in the network were tweeted over the 1086-day, 6-hour, 51-minute period from Sunday, 19 January 2020 at 18:08 UTC to Tuesday, 10 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
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:
[29] https://thepostmillennial.com/breaking-twitter-was-pressured-by-pfizer-to-suppress-posts-questioning-covid-vax-efficacy-twitter-files?utm_campaign=64483
[28] https://news-yahoo-com.cdn.ampproject.org/c/s/news.yahoo.com/amphtml/qanon-star-said-only-idiots-194553934.html
[23] https://www.washingtonpost.com/opinions/2023/01/08/xbb-covid-variant-immune-evasive-pandemic/
[21] https://thepulse.one/2022/10/01/woman-dies-in-shoppers-drug-mart-7-minutes-after-covid-19-vaccine-booster/
[21] https://www.outkick.com/pro-lockdown-and-mask-mandate-covid-doctors-on-twitter-were-fake-accounts/
[20] https://twitter.com/EricTopol/status/1612469394659217410/photo/1
[20] https://alexberenson.substack.com/p/from-the-twitter-files-pfizer-board
[17] https://www.20minutes.fr/justice/4017192-20230109-covid-19-possibles-effets-secondaires-vaccin-pfizer-devant-justice-marseille
[12] https://theprovince.com/news/covid-deaths-lawsuit-against-ontario/wcm/8b00fb50-3131-4a90-8bbd-533a977ea5b3?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1673292543
[12] https://www.wsj.com/articles/white-house-covid-censorship-machine-social-media-facebook-meta-executive-rob-flaherty-free-speech-google-11673203704

Top URLs in Tweet in G1:
[7] https://twitter.com/AlexBerenson/status/1612526697038897167
[4] https://twitter.com/whitewalker420/status/1612531771052007438/photo/1
[3] https://alexberenson.substack.com/p/from-the-twitter-files-pfizer-board
[3] https://thepulse.one/2022/10/01/woman-dies-in-shoppers-drug-mart-7-minutes-after-covid-19-vaccine-booster/
[3] https://twitter.com/PplFuture/status/1612610300137857026/photo/1
[2] https://www.thegatewaypundit.com/2023/01/just-another-twitter-files-drop-pfizer-board-member-scott-gottlieb-used-twitter-lobbyist-white-house-suppress-debate-covid-vaccines/
[2] https://www.judicialwatch.org/mrna-test-rats-born-with-skeletal-deformations/
[2] https://www.outkick.com/pro-lockdown-and-mask-mandate-covid-doctors-on-twitter-were-fake-accounts/
[2] https://twitter.com/GenesisCapitalG/status/1610362542882279427/video/1
[2] https://www.nj.com/news/2023/01/nj-schools-got-millions-in-covid-relief-funds-most-hasnt-been-spent-yet-list-says.html?utm_source=twitter&utm_medium=social&utm_campaign=njpolitics_sf&utm_content=nj_twitter_njpolitics

Top URLs in Tweet in G2:
[5] https://www.al.com/news/2023/01/cirsten-weldon-anti-vax-qanon-promoter-dies-of-covid.html
[4] https://www.foxnews.com/media/twitter-files-pfizer-board-member-dr-scott-gottlieb-flagged-tweets-questioning-covid-vaccine
[4] https://twitter.com/nam_nam_nan/status/1451140873895383046/photo/1
[4] https://twitter.com/IEEAPuebla/status/1612614307426230272/photo/1
[4] https://twitter.com/8HWUu4uXy35QLXM/status/1612614121144582144/photo/1
[3] https://www.zerohedge.com/markets/cdc-finally-releases-vaers-safety-monitoring-analyses-covid-vaccines
[3] https://twitter.com/WashoeHealth/status/1612613010199138305/photo/1
[3] https://www.thegatewaypundit.com/2023/01/flashback-canadian-numbers-confirm-us-report-excess-number-deaths-millennials-following-forced-covid-shots-video/
[3] https://www.thewire.pk/news/2023/01/09/thailand-reverses-new-covid-vaccine-rules-for-visitors.html
[3] https://twitter.com/Amyflowering/status/1612613521925353472/photo/1

Top URLs in Tweet in G3:
[13] https://thepulse.one/2022/10/01/woman-dies-in-shoppers-drug-mart-7-minutes-after-covid-19-vaccine-booster/
[6] https://www.npr.org/2022/12/23/1145170935/covid-19-exercise-hospitalizations-death
[5] https://rumble.com/v24k8be-its-time-to-withdraw-the-mrna-vaccines.html
[2] https://twitter.com/healthbyjames/status/1612258228188123136/video/1
[2] https://jamescintolo.substack.com/p/new-study-torsades-de-pointes-following
[2] https://dailyclout.io/mega-thread-covid-19-vaccines/
[2] https://www.telegraph.co.uk/health-fitness/body/critics-claim-covid-jabs-causing-heart-problems-do-have-proof/
[2] https://twitter.com/healthbyjames/status/1612580380116230147
[2] https://www.youtube.com/watch?v=ERvURcpg3JE&feature=youtu.be

[1] https://www.sciencedirect.com/science/article/pii/S0264410X22014931

Top URLs in Tweet in G4:
[2] https://twitter.com/rycunni/status/1612486619663323136/video/1
[2] https://twitter.com/JDunlap1974/status/1612578841301508099/photo/1
[2] https://twitter.com/DougsJourney2/status/1612464723945037827/photo/1
[1] https://alexberenson.substack.com/p/from-the-twitter-files-pfizer-board
[1] https://twitter.com/rycunni/status/1612170441732259844/video/1
[1] https://www.youtube.com/watch?v=P3O4HU9C1_o&feature=youtu.be

[1] https://www.youtube.com/watch?v=ippVFZXygZ8&feature=youtu.be

[1] https://sfstandard.com/technology/these-doctors-pushed-masking-covid-lockdowns-on-twitter-turns-out-they-dont-exist/
[1] https://twitter.com/Perpetualmaniac/status/1612573500820328449/photo/1
[1] https://www.zerohedge.com/markets/cdc-finally-releases-vaers-safety-monitoring-analyses-covid-vaccines

Top URLs in Tweet in G5:
[2] https://twitter.com/Project_Veritas/status/1612545509960417280/video/1
[2] https://twitter.com/Project_Veritas/status/1612577182764744705/video/1
[2] https://twitter.com/Project_Veritas/status/1612545509960417280
[2] https://nih.gov/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9062939/
[1] https://www.fitnall.com/health/reasons-for-covid-19-vaccine-hesitancy-vaccine-safety/
[1] https://twitter.com/DocAhmadMalik/status/1612567972350132229
[1] https://twitter.com/VirtueEmoji/status/1612486272253104133/video/1
[1] https://twitter.com/VirtueEmoji/status/1610700084819202048/video/1
[1] https://twitter.com/norrie_luke/status/1612614123543744516/photo/1

Top URLs in Tweet in G6:
[2] https://www.wsj.com/articles/white-house-covid-censorship-machine-social-media-facebook-meta-executive-rob-flaherty-free-speech-google-11673203704
[2] https://beckernews.com/pfizer-ceo-hammered-by-drug-regulator-for-disgracefully-misleading-claims-about-covid-vaccines-47898/
[2] https://twitter.com/bnofeed/status/1612487003836235777
[2] https://www.nbcnews.com/think/opinion/eric-clapton-s-covid-vaccine-conspiracies-mark-sad-final-act-ncna1281619
[1] https://twitter.com/TexasLindsay_/status/1612578021914861569/photo/1
[1] https://twitter.com/thackerpd/status/1612574257694887942
[1] https://fortune.com/well/2023/01/05/kraken-variant-omicron-covid-name-ryan-gregory-biology-professor/
[1] https://www.the-scientist.com/news-opinion/frontiers-pulls-special-covid-19-issue-after-content-dispute-68721
[1] https://thekylebecker.substack.com/p/some-conspiracies-are-actually-true
[1] https://beckernews.com/pentagon-clarifies-48478/

Top URLs in Tweet in G7:
[7] https://thepostmillennial.com/breaking-twitter-was-pressured-by-pfizer-to-suppress-posts-questioning-covid-vax-efficacy-twitter-files?utm_campaign=64501
[2] https://alexberenson.substack.com/p/from-the-twitter-files-pfizer-board
[2] https://twitter.com/i/broadcasts/1LyxBqbRZrWJN?t=29m50s
[1] https://twitter.com/Wkyhilltopper/status/1612218930806026240/video/1
[1] https://www.wsj.com/articles/white-house-covid-censorship-machine-social-media-facebook-meta-executive-rob-flaherty-free-speech-google-11673203704
[1] https://twitter.com/Outkick/status/1612600237390024705/video/1
[1] https://twitter.com/tomselliott/status/1611779922757914630/video/1
[1] https://twitter.com/charliekirk11/status/1612516944539955200/video/1
[1] https://beckernews.com/twitter-accounts-48462/
[1] https://twitter.com/MichaelPSenger/status/1610321107743281152/photo/1

Top URLs in Tweet in G8:
[4] https://www.sciencealert.com/covid-autopsies-reveal-the-virus-spreading-through-the-entire-body
[1] https://www.nbcnews.com/politics/politics-news/chinas-covid-wave-threatens-another-snarl-us-medical-supply-chain-rcna64692
[1] https://twitter.com/i/web/status/1612613509975576579
[1] https://twitter.com/i/web/status/1612613368350756864
[1] https://www.publichealthontario.ca/-/media/documents/ncov/phm/2021/04/public-health-measures-wastewater-surveillance.pdf?la=en
[1] https://twitter.com/freakinbox/status/1612232287294291970?s=20&t=6r6kfz_Cjx0r8df8YGzIrA
[1] https://www.theguardian.com/world/2020/jul/08/warning-of-serious-brain-disorders-in-people-with-mild-covid-symptoms

Top URLs in Tweet in G9:
[6] https://twitter.com/LayahHeilpern/status/1612533565463339011/video/1
[2] https://twitter.com/DiedSuddenly_/status/1612553423416872960/photo/1
[2] https://thepulse.one/2022/10/01/woman-dies-in-shoppers-drug-mart-7-minutes-after-covid-19-vaccine-booster/
[1] https://twitter.com/DiedSuddenly_/status/1612305502863491074/video/1
[1] https://www.nbc12.com/2022/06/22/natural-immunity-offers-greater-covid-protection-than-vaccines-study-finds/
[1] https://www.wdsu.com/article/louisiana-baby-dies-covid-19-delta-variant/37397143
[1] https://www.todayonline.com/singapore/covid-19-death-toddler-singaporean-aged-18-months-first-death-child-under-12-1933731
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=bd0fcd27-90dc-11ed-a345-476e4b536751&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMi0xNi90aHJlZS15ZWFyLW9sZC1kaWVzLWFzLWhvbmcta29uZy1zLXdvcnN0LXZpcnVzLW91dGJyZWFrLWdyb3dz
[1] https://www.foxla.com/news/15-month-old-dies-of-covid-becoming-youngest-la-county-resident-to-die-from-virus
[1] https://kfor.com/news/local/oklahoma-child-dies-of-covid-19-24-pediatric-patients-hospitalized/

Top URLs in Tweet in G10:
[4] https://twitter.com/TheMilkBarTV/status/1612433592550043648/video/1
[2] https://twitter.com/truckdriverpleb/status/1612593565338841088/photo/1
[2] https://childrenshealthdefense.org/defender/covid-vaccine-induce-myocarditis/
[1] https://thecountersignal.com/covid-infections-increase-after-each-vaccine-data-shows/
[1] https://davidicke.com/2023/01/09/government-pfizer-documents-reveal-gates-schwabs-depopulation-agenda-covid-fake-vaccines-are-being-used-for-mass-death-population-control/
[1] https://twitter.com/davidicke/status/1612546430597472268
[1] https://twitter.com/JosephFraiman/status/1612360486422454272
[1] https://twitter.com/JamesMelville/status/1612473901673582595/photo/1
[1] https://rumble.com/v240ehc-former-pfizer-vp-dr.-mike-yeadon-everything-we-have-been-told-about-covid-1.html
[1] https://armedforces.press/2023/01/05/breaking-dod-controlled-covid-vaccines-from-the-start-under-national-security-program-lied-the-entire-time-were-never-safe-and-effective/

Top Domains
Top Domains in Tweet in Entire Graph:
[999] twitter.com
[49] thepostmillennial.com
[34] substack.com
[31] washingtonpost.com
[29] ampproject.org
[24] theepochtimes.com
[22] wsj.com
[22] youtube.com
[21] thepulse.one
[21] outkick.com

Top Domains in Tweet in G1:
[56] twitter.com
[5] thegatewaypundit.com
[4] substack.com
[3] thepulse.one
[3] judicialwatch.org
[2] thepostmillennial.com
[2] theepochtimes.com
[2] outkick.com
[2] nj.com
[1] armedforces.press

Top Domains in Tweet in G2:
[81] twitter.com
[7] rui.jp
[6] foxnews.com
[5] com.ar
[5] thegatewaypundit.com
[5] al.com
[4] zerohedge.com
[4] thepostmillennial.com
[4] childrenshealthdefense.org
[3] theepochtimes.com

Top Domains in Tweet in G3:
[40] twitter.com
[13] thepulse.one
[6] npr.org
[5] rumble.com
[5] substack.com
[4] youtube.com
[2] sciencedirect.com
[2] dailyclout.io
[2] co.uk
[1] nih.gov

Top Domains in Tweet in G4:
[14] twitter.com
[8] youtube.com
[1] substack.com
[1] sfstandard.com
[1] zerohedge.com
[1] newsweek.com
[1] co.uk
[1] npr.org

Top Domains in Tweet in G5:
[15] twitter.com
[4] nih.gov
[1] fitnall.com
[1] unusualwhales.com
[1] theatlantic.com
[1] sciencebasedmedicine.org
[1] ama-assn.org
[1] substack.com
[1] tampafp.com

Top Domains in Tweet in G6:
[21] twitter.com
[4] beckernews.com
[3] substack.com
[2] wsj.com
[2] rumble.com
[2] nbcnews.com
[1] fortune.com
[1] the-scientist.com
[1] canadiancovidcarealliance.org
[1] nebraskamed.com

Top Domains in Tweet in G7:
[12] twitter.com
[7] thepostmillennial.com
[2] substack.com
[1] wsj.com
[1] beckernews.com
[1] covid.it
[1] c19ivm.org
[1] commonwealthfund.org

Top Domains in Tweet in G8:
[4] sciencealert.com
[3] twitter.com
[1] nbcnews.com
[1] publichealthontario.ca
[1] theguardian.com

Top Domains in Tweet in G9:
[14] twitter.com
[2] thepulse.one
[1] nbc12.com
[1] wdsu.com
[1] todayonline.com
[1] bloomberg.com
[1] foxla.com
[1] kfor.com
[1] cbsnews.com
[1] org.uk

Top Domains in Tweet in G10:
[11] twitter.com
[4] childrenshealthdefense.org
[1] thecountersignal.com
[1] davidicke.com
[1] rumble.com
[1] armedforces.press
[1] wsj.com
[1] theepochtimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[353] twitterfiles
[112] covid
[71] diedsuddenly
[59] covid19
[46] pfizer
[39] twitter
[37] fda
[34] covid_19
[28] jornadadevacunación
[26] longcovid



Top Hashtags in Tweet in G1:
[243] twitterfiles
[11] covid
[6] china
[3] covid_19
[2] vaccine
[2] diedsuddenly
[2] biden
[2] vaccinedeath
[2] covidvaccine
[2] genocide

Top Hashtags in Tweet in G2:
[14] covid19
[10] covid
[7] covid_19
[3] covidvaccine
[3] china
[3] coronavirus
[2] covidisnotover
[2] maskup
[2] salud
[2] myocarditis

Top Hashtags in Tweet in G3:
[5] china
[4] covid
[3] pfizer
[2] chinacovid
[2] chinacovidsurge
[2] covid19
[2] twitterfiles
[2] diedsuddenly
[2] vaccinedeath
[2] vaccines

Top Hashtags in Tweet in G4:
[5] covid
[3] diedsuddenly
[3] faucifiles
[3] covidisnotover
[3] covid_19
[3] covidvaccines
[3] coronavirus
[3] corona
[3] coronavirusupdates
[3] coronaviruslockdown

Top Hashtags in Tweet in G5:
[64] twitterfiles
[4] faucifiles
[3] vaccinedeath
[3] fauci
[2] diedsuddendly
[2] pfizer
[2] mrna
[2] bbclaurak
[2] fauciliedmillionsdied
[2] facebook

Top Hashtags in Tweet in G6:
[9] twitterfiles
[3] covid
[2] france
[2] macron
[2] avecmacron
[2] emmanuelmacron
[2] covid19france
[2] covid19fr
[2] vaccins
[1] diedsuddenly

Top Hashtags in Tweet in G7:
[9] twitterfiles
[1] covid19

Top Hashtags in Tweet in G8:
[3] longcovid

Top Hashtags in Tweet in G9:
[53] diedsuddenly
[4] twitterfiles

Top Hashtags in Tweet in G10:
[2] cancer
[2] thedefender
[2] covid
[1] myocarditis

Top Words
Top Words in Tweet in Entire Graph:
[4914] covid
[1141] 19
[861] vaccine
[829] twitter
[648] pfizer
[576] people
[433] vaccinated
[429] conspiracy
[406] vaccines
[389] board

Top Words in Tweet in G1:
[475] twitter
[345] pfizer
[323] alexberenson
[282] board
[280] member
[247] scottgottliebmd
[247] covid
[247] used
[243] #twitterfiles
[241] lobbyist

Top Words in Tweet in G2:
[259] covid
[79] 19
[30] vaccine
[25] china
[25] people
[16] over
[14] #covid19
[14] vaccines
[14] money
[13] more

Top Words in Tweet in G3:
[279] covid
[143] dr
[120] fauci
[106] healthbyjames
[92] vaccine
[92] vaccines
[78] people
[66] vaccinated
[63] never
[58] infection

Top Words in Tweet in G4:
[358] conspiracy
[252] covid
[205] rycunni
[185] instead
[185] vaccinated
[183] getting
[182] heart
[179] failure
[179] theorist
[178] early

Top Words in Tweet in G5:
[225] covid
[180] 19
[167] project_veritas
[137] vaccine
[114] effects
[114] side
[107] known
[107] big
[107] pharma
[106] long

Top Words in Tweet in G6:
[147] covid
[84] 19
[74] rwmalonemd
[55] years
[46] kanekoathegreat
[43] twitter
[42] pfizer's
[37] death
[34] early
[32] big

Top Words in Tweet in G7:
[150] covid
[61] vaccine
[39] fauci
[38] twitter
[34] commercials
[33] claytravis
[32] censor
[28] shot
[27] biden
[26] house

Top Words in Tweet in G8:
[135] covid
[64] breenewsome
[51] long
[46] over
[25] taylorlorenz
[24] government
[23] reduce
[23] pandemic
[23] failure
[23] transmission

Top Words in Tweet in G9:
[98] covid
[64] 19
[64] diedsuddenly_
[53] #diedsuddenly
[52] shot
[52] old
[52] receiving
[52] devastating
[52] rose
[52] ragonese

Top Words in Tweet in G10:
[89] covid
[25] told
[24] abridgen
[23] video
[23] forensically
[23] amazing
[23] dr
[23] lies
[23] mike
[23] apart

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1077] covid,19
[388] covid,vaccine
[377] board,member
[339] pfizer,board
[278] member,used
[257] twitter,lobbyist
[240] same,twitter
[239] report,scottgottliebmd
[239] used,same
[239] top,pfizer

Top Word Pairs in Tweet in G1:
[280] board,member
[279] pfizer,board
[241] twitter,lobbyist
[231] member,used
[229] report,scottgottliebmd
[229] used,same
[229] scottgottliebmd,top
[229] same,twitter
[229] first,#twitterfiles
[229] top,pfizer

Top Word Pairs in Tweet in G2:
[77] covid,19
[12] covid,vaccine
[7] contra,covid
[6] board,member
[6] pfizer,board
[6] 19,vaccine
[5] twitter,files
[5] questioning,covid
[5] scott,gottlieb
[4] china,covid

Top Word Pairs in Tweet in G3:
[113] dr,fauci
[73] covid,vaccines
[59] covid,vaccine
[57] people,vaccinated
[56] vaccines,prevent
[56] fauci,never
[56] prevent,infection
[56] infection,dr
[56] never,covid
[56] vaccinated,feel

Top Word Pairs in Tweet in G4:
[179] conspiracy,theorist
[179] heart,failure
[179] covid,conspiracy
[178] failure,conspiracy
[178] vaccinated,heart
[178] theorist,early
[178] instead,getting
[178] early,instead
[178] getting,vaccinated
[178] wish,covid

Top Word Pairs in Tweet in G5:
[179] covid,19
[114] side,effects
[111] 19,vaccine
[107] big,pharma
[106] known,potential
[106] vaccine,side
[106] pharma,long
[106] long,known
[106] potential,covid
[87] effects,publicly

Top Word Pairs in Tweet in G6:
[55] covid,19
[30] early,treatment
[29] realized,early
[29] fighting,corruption
[29] treatment,against
[29] science,years
[29] corruption,science
[29] starting,realized
[29] years,starting
[29] against,19

Top Word Pairs in Tweet in G7:
[52] covid,vaccine
[32] twitter,censor
[26] white,house
[22] censor,journalists
[22] covid,shot
[22] opposed,covid
[22] house,pushed
[22] journalists,opposed
[22] biden,white
[22] pushed,twitter

Top Word Pairs in Tweet in G8:
[42] long,covid
[28] breenewsome,covid
[24] breenewsome,long
[23] pandemic,over
[23] covid,government
[23] over,over
[23] over,failure
[23] covid,covid
[23] government,lied
[23] reduce,transmission

Top Word Pairs in Tweet in G9:
[64] covid,19
[52] old,elizabeth
[52] #diedsuddenly,receiving
[52] rose,ragonese
[52] receiving,both
[52] elizabeth,rose
[52] both,covid
[52] 19,flu
[52] year,old
[52] devastating,year

Top Word Pairs in Tweet in G10:
[23] mike,yeadon
[23] yeadon,amazing
[23] apart,lies
[23] amazing,forensically
[23] video,dr
[23] taking,apart
[23] dr,mike
[23] lies,told
[23] forensically,taking
[23] told,'pandemic'

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@marionawfal
@covid_parent
@themikemorton
@mattwallace888
@elonmusk
@joebiden
@amuse
@healthbyjames
@captaincoby00

Top Replied-To in G1:
@themikemorton
@alexberenson
@elonmusk
@foolelegant
@dc_draino
@matthewgunnin
@davethe25219352
@bobclendenin
@liquidbowels
@terjegranli

Top Replied-To in G3:
@healthbyjames
@vigilantfox
@navelhunt
@elonmusk
@valenti_gaby
@josiegrama
@chris48263851
@ozraeliavi
@me15000
@drpriono1

Top Replied-To in G4:
@rycunni
@likerepublican
@wilsoni919
@speakermccarthy
@ophello
@kc_noren
@carsonkrow
@tabytchi
@donavancooper2
@ul_tudi_udi

Top Replied-To in G5:
@senronjohnson
@wallstreetsilv
@elonmusk
@golden_pup
@tonymo
@louisemensch
@tedpinson
@project_veritas

Top Replied-To in G6:
@rwmalonemd
@drsimonegold
@risettemd
@freddiekevin
@markwil23282039
@sillymansheldon
@yellow_dog1959
@ddaniel2006
@frankmonah
@dilgert

Top Replied-To in G7:
@scottadamssays
@marshablackburn
@claytravis
@tomilahren
@timrunshismouth
@charliekirk11
@explan_nation
@pen_bird
@bacon6966
@lynnvac66

Top Replied-To in G8:
@breenewsome
@erindurkin2
@drvictoriafox
@sewlove33
@gatchaman97
@balsedor
@freakinbox

Top Replied-To in G9:
@brezdog
@jboujeeoffical
@spaceconrads
@catturd2
@davidwolfe
@dimspace
@rosariocam7
@marco_bartender
@diedsuddenly_
@joe_kyle_is_me

Top Replied-To in G10:
@jamesmelville
@freespeechok
@coleenmac3
@mikemartini2
@genflynn
@robertkennedyjr
@e_ra_sur
@zcrox69
@therealkeean
@vprasadmdmph

Top Mentioned
Top Mentioned in Entire Graph:
@alexberenson
@scottgottliebmd
@rycunni
@project_veritas
@elonmusk
@healthbyjames
@rwmalonemd
@diedsuddenly_
@mattwallace888
@breenewsome

Top Mentioned in G1:
@alexberenson
@scottgottliebmd
@elonmusk
@dineshdsouza
@us_fda
@tomfitton
@twitter
@collinrugg
@spartajustice
@gatewaypundit

Top Mentioned in G2:
@albertsolo2
@kurakuranet
@doctoranarchist
@shanghaieye
@cmencke

Top Mentioned in G3:
@healthbyjames
@vigilantfox
@josephfraiman
@naomirwolf
@draseemmalhotra
@p_mcculloughmd
@spartajustice
@drsyedhaider
@gbnews
@sarahbeth345

Top Mentioned in G4:
@rycunni
@youtube
@forevaeva79
@liberalsleaving
@drsuneeldhand
@jedediahbila
@healthbyjames
@thomasdevore76
@perpetualmaniac

Top Mentioned in G5:
@project_veritas
@pfizer
@elonmusk
@unusual_whales
@vascohill
@wallstreetsilv
@rishisunak
@gunthereagleman
@virtueemoji
@rycunni

Top Mentioned in G6:
@rwmalonemd
@kanekoathegreat
@texaslindsay_
@bnofeed
@kylenabecker
@elonmusk
@scottgottliebmd
@lovillajavea
@andrewjaprue

Top Mentioned in G7:
@claytravis
@marshablackburn
@timrunshismouth
@tomilahren
@tuckercarlson
@charliekirk11
@alexberenson
@project_veritas
@michaelpsenger
@scottadamssays

Top Mentioned in G8:
@breenewsome
@taylorlorenz
@loscharlos
@makeupartist524
@thehill
@nataliesurely
@mrmickme
@joyanddefiance
@cjmaddison
@nih

Top Mentioned in G9:
@diedsuddenly_
@catturd2
@layahheilpern
@matthiashempsh1
@marinepatriot76
@michaelcoudrey
@warriorlfc
@c55greek
@project_veritas
@elonmusk

Top Mentioned in G10:
@abridgen
@therealkeean
@davidicke
@clarecraigpath
@truckdriverpleb
@agandrewbailey
@jamesmelville
@themilkbartv
@robertkennedyjr
@philippejandrok

Top Tweeters
Top Tweeters in Entire Graph:
@detikcom
@rodolfoxoliz
@telesurtv
@elperiodiquito
@vtvcanal8
@mackaysuzie
@meridianotv
@gojira007x
@kow_tar
@thehill

Top Tweeters in G1:
@veganvecoh
@lauferlaw
@tutitabuena8
@drhrose
@sinnersaint39
@woodheat
@billyrisner2
@lilira57
@cowboy082478
@rolamister

Top Tweeters in G2:
@infobae
@noticierovv
@thedextazlab
@jilevin
@eldolardiario
@ambulsiva
@yosoyeldearriba
@danspena
@rcooley123
@robertojirusta

Top Tweeters in G3:
@maegan_laporte
@mscontrariansci
@johnschreiber8
@prasadhemant
@nfl
@erikwill
@kathleenlessma3
@springsteps
@yellowbird70
@dbax1fan

Top Tweeters in G4:
@evolvequickly
@ace2blue
@agent_gattaca
@aebkab
@ak_vaporcharms
@beabettyk
@goldstarsis1
@comicmatters
@minniem96252794
@libertyf7r8

Top Tweeters in G5:
@ramana1729
@porcinettelouis
@stewbiedoobydo
@newcecelia
@mitsuki_ab
@daisylovepoppy
@tgislucky
@hockeyseasntime
@amandathigpen4
@chris_norcal

Top Tweeters in G6:
@xeauxeau
@melinwy
@cristinadobre
@thedaviddorsey
@gillianamy2911
@cadiedorange172
@crrja5
@barnes_law
@johnkim05416420
@upinct

Top Tweeters in G7:
@pen_bird
@amagleby
@pachoaristi
@dandalora_bella
@claytravis
@scottadamssays
@junktex
@torao_star
@tperronne
@struppa_anthony

Top Tweeters in G8:
@thehill
@inforenique
@joejaggi
@timothy77490700
@milenaac
@bovarycee
@babssheking
@anyaback
@dederants
@andrea_r

Top Tweeters in G9:
@elliotvanorman
@debgagahiggan
@2006ta
@goldiesue
@delie67
@dimspace
@ryanmoo38399597
@catturd2
@warriorlfc
@meredithmusing

Top Tweeters in G10:
@usaborn3
@hillww1
@louolive1
@ewn1047
@thebluevi
@srtaalexxa
@alperzum
@huntress2012
@jamesmelville
@dkconners


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