COVID, Twitter, 1/11/2023 8:44:33 AM, 287716
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COVID_2023-01-11_00-34-42.xlsx
COVID_2023-01-11_00-34-42.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
January 11, 2023
Short Description:
COVID via NodeXL https://bit.ly/3k1kB9L
@rwmalonemd
@randpaul
@sensanders
@p_mcculloughmd
@e_pizzle1
@repboebert
@healthbyjames
@laurenboebert
@randyboon3
@project_veritas

Top hashtags:
#darpadocs
#covid
#covid19
#pfizer
#vaccinedeath
#oan
#twitterfiles
#covid_19

Description:
Description
The graph represents a network of 6,318 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 08:39 UTC.

The tweets in the network were tweeted over the 1022-day, 14-hour, 21-minute period from Tuesday, 24 March 2020 at 10:39 UTC to Wednesday, 11 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 : 6318
Unique Edges : 2681
Edges With Duplicates : 10450
Total Edges : 13131
Number of Edge Types : 9
Retweet : 3849
MentionsInRetweet : 4278
MentionsInReplyTo : 2109
Replies to : 1178
Tweet : 1250
Mentions : 310
MentionsInQuote : 46
Quote : 93
MentionsInQuoteReply : 18
Self-Loops : 1439
Reciprocated Vertex Pair Ratio : 0.0186725247136356
Reciprocated Edge Ratio : 0.036660505237215
Connected Components : 1162
Single-Vertex Connected Components : 305
Maximum Vertices in a Connected Component : 3362
Maximum Edges in a Connected Component : 8273
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.328546
Graph Density : 0.00016266271345159
Modularity : 0.506299
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,318 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 1/10/2023 5:00:34 PM. The network was obtained from Twitter on Wednesday, 11 January 2023 at 08:39 UTC.

The tweets in the network were tweeted over the 1022-day, 14-hour, 21-minute period from Tuesday, 24 March 2020 at 10:39 UTC to Wednesday, 11 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:
[172] https://www.zerohedge.com/markets/cdc-finally-releases-vaers-safety-monitoring-analyses-covid-vaccines
[50] https://www.theepochtimes.com/pfizer-board-member-pressured-twitter-to-censor-posts-on-natural-immunity-low-covid-risk-to-children-emails_4972280.html
[50] https://rumble.com/v24tjoe-ca-doctors-sue-over-covid-misinformation-bill-they-say-violates-their-first.html
[37] https://t.me/+LJCcNpd4BMY2MzJk
[29] https://newspunch.com/japan-launches-official-investigation-into-millions-of-covid-vaccine-deaths/
[21] https://twitter.com/banthebbc/status/1612863050931142657/video/1
[15] https://breaking911.com/breaking-pentagon-drops-covid-19-vaccine-mandate/
[15] https://twitter.com/Breaking911/status/1612977408700719106/photo/1
[14] https://twitter.com/AmberSmithUSA/status/1612952728342515713/photo/1
[12] https://www.foxnews.com/politics/pentagon-ditches-covid-vaccine-mandate-troops

Top URLs in Tweet in G1:
[7] https://www.foxnews.com/politics/pentagon-ditches-covid-vaccine-mandate-troops
[4] https://twitter.com/laprensaoem/status/1612977724305317889/photo/1
[4] https://www.zerohedge.com/markets/cdc-finally-releases-vaers-safety-monitoring-analyses-covid-vaccines
[4] https://twitter.com/nam_nam_nan/status/1451140873895383046/photo/1
[4] https://twitter.com/Radiorenelopez1/status/1612976092289048576/photo/1
[2] https://traffic.americanmilitarynews.com/2023/01/pentagon-officially-ends-military-covid-vax-mandate/?utm_source=fbchat&utm_campaign=alt&utm_medium=facebook
[2] https://laist.com/news/housing-homelessness/los-angeles-city-council-winter-recess-eviction-protections-covid-tenant-moratorium-january-31
[2] https://www.youtube.com/watch?v=BPbCA5hiEfM&feature=youtu.be

[2] http://www.rui.jp/ruinet.html?i=200&c=400&m=368952&g=220102
[2] https://twitter.com/o_yasu88/status/1419971888374161409/photo/1

Top URLs in Tweet in G2:
[2] https://www.cbsnews.com/news/pfizer-vaccine-covid-97-effective-symptomatic/
[2] https://twitter.com/RandPaul/status/1612967528329887745
[1] https://libertytree.com/liberty-tree/3651
[1] https://futurism.com/neoscope/pfizer-covid-vaccine-effective-one-shot
[1] https://www.medrxiv.org/content/10.1101/2022.12.17.22283625v1.full
[1] https://www-newsweek-com.cdn.ampproject.org/v/s/www.newsweek.com/lynette-hardaway-cause-cause-death-diamond-silk-covid-1772613?amp=1&_gsa=1&_js_v=a9&usqp=mq331AQKKAFQArABIIACAw%3D%3D#amp_tf=From%20%251%24s&aoh=16733985178993&referrer=https%3A%2F%2Fwww.google.com&share=https%3A%2F%2Fwww.newsweek.com%2Flynette-hardaway-cause-cause-death-diamond-silk-covid-1772613
[1] https://www.instagram.com/p/CnNad0lJphm/?igshid=YWJhMjlhZTc=
[1] https://twitter.com/tomselliott/status/1611779922757914630/video/1
[1] https://www.independent.ie/irish-news/babies-as-young-as-six-months-to-be-offered-covid-19-vaccine-for-the-first-time-42274143.html
[1] https://www.axios.com/2023/01/10/pentagon-drops-covid-vaccine-mandate

Top URLs in Tweet in G3:
[121] https://www.zerohedge.com/markets/cdc-finally-releases-vaers-safety-monitoring-analyses-covid-vaccines
[39] https://www.theepochtimes.com/pfizer-board-member-pressured-twitter-to-censor-posts-on-natural-immunity-low-covid-risk-to-children-emails_4972280.html
[2] https://twitter.com/i/broadcasts/1zqKVPzLLzZJB
[2] https://goodsciencing.com/covid/athletes-suffer-cardiac-arrest-die-after-covid-shot/
[2] https://rumble.com/v24jp2c-its-time-to-pause-all-covid-19-vaccination-programs-dr.-john-campbell.html
[1] https://www.the-scientist.com/news-opinion/frontiers-pulls-special-covid-19-issue-after-content-dispute-68721
[1] https://rwmalonemd.substack.com/p/how-a-ccp-operation-ensnared-the?sd=pf
[1] https://twitter.com/i/web/status/1612964557911363586
[1] https://www.trialsitenews.com/a/randomized-clinical-trial-ivermectin-reduces-72-covid-19-infection-in-study-population-b18c4c5f
[1] https://twitter.com/PierreKory/status/1611176107700633601/photo/1

Top URLs in Tweet in G4:
[3] https://peoplescdc.org/2023/01/10/what-to-do-if-you-have-covid/
[3] https://www.thedailybeast.com/george-santos-brain-tumor-and-covid-19-claims-questioned?source=twitter&via=desktop
[2] https://twitter.com/SenSanders/status/1612858617631313945/photo/1
[2] https://actionnetwork.org/letters/tell-hhs-secretary-becerra-stop-modernas-covid-vaccine-price-gouging-now
[2] https://www.huffpost.com/entry/elon-musk-alex-berenson-twitter-files-covid-vaccine-misinformation_n_63bdcf98e4b0fe267cb4561d
[2] https://www.pbs.org/newshour/health/covid-19-treatment-paxlovid-has-been-free-so-far-next-year-sticker-shock-awaits
[1] https://www.sanders.senate.gov/wp-content/uploads/Moderna-Letter-01.09.2023.pdf
[1] https://twitter.com/MorePerfectUS/status/1612819929048436737/video/1
[1] https://actionnetwork.org/letters/tell-hhs-secretary-becerra-stop-modernas-covid-vaccine-price-gouging-now/
[1] https://www.zerohedge.com/markets/cdc-finally-releases-vaers-safety-monitoring-analyses-covid-vaccines

Top URLs in Tweet in G5:
[3] https://www.zerohedge.com/markets/cdc-finally-releases-vaers-safety-monitoring-analyses-covid-vaccines
[2] https://twitter.com/WendyHarmon19/status/1612966576172720128/photo/1
[2] https://www.theepochtimes.com/pfizer-board-member-pressured-twitter-to-censor-posts-on-natural-immunity-low-covid-risk-to-children-emails_4972280.html
[2] https://www.msn.com/en-ca/news/canada/gross-negligence-judge-gives-go-ahead-to-covid-deaths-lawsuit-against-ontario/ar-AA168kQ5?ocid=msedgntp&cvid=41c4a7cea4d5442797fe2432516c697b
[1] https://trib.al/4JvfuRq
[1] https://twitter.com/Adorable_Todd/status/1612618661923020803/photo/1

Top URLs in Tweet in G6:
[3] https://twitter.com/rycunni/status/1612486619663323136/video/1
[2] https://twitter.com/robbystarbuck/status/1612959005122387969/photo/1
[2] https://www.laquintacolumna.net
[2] https://www.zerohedge.com/markets/cdc-finally-releases-vaers-safety-monitoring-analyses-covid-vaccines
[2] https://www.theepochtimes.com/pfizer-board-member-pressured-twitter-to-censor-posts-on-natural-immunity-low-covid-risk-to-children-emails_4972280.html
[1] https://twitter.com/i/web/status/1612959005122387969
[1] https://www.illinoispolicy.org/pritzker-issues-38th-covid-19-emergency-order/
[1] https://twitter.com/rycunni/status/1612854996495912962/photo/1
[1] https://pharmafiles.substack.com/p/pharmafiles-7-a45
[1] https://twitter.com/_aussie17/status/1612689549024690176/photo/1

Top URLs in Tweet in G7:
[3] https://twitter.com/Project_Veritas/status/1612955147407183872/photo/1
[3] https://twitter.com/Project_Veritas/status/1612577182764744705/video/1
[3] https://twitter.com/Project_Veritas/status/1612545509960417280/video/1
[2] https://twitter.com/JanJekielek/status/1612574139491168256/photo/1
[1] https://twitter.com/Project_Veritas/status/1612955137928224770/video/1
[1] https://twitter.com/Project_Veritas/status/1612955145587032064/video/1
[1] https://www.theepochtimes.com/pfizer-board-member-pressured-twitter-to-censor-posts-on-natural-immunity-low-covid-risk-to-children-emails_4972280.html
[1] https://www.pandata.org/deafening-silencing/
[1] https://www.theepochtimes.com/pfizer-board-member-pressured-twitter-to-censor-posts-on-natural-immunity-low-covid-risk-to-children-emails_4972280.html?utm_source=twitter&utm_medium=Social&utm_campaign=jj
[1] https://twitter.com/DC_Draino/status/1612976765030518785

Top URLs in Tweet in G8:
[6] https://www.zerohedge.com/markets/cdc-finally-releases-vaers-safety-monitoring-analyses-covid-vaccines
[3] https://www.dailymail.co.uk/health/article-11618971/Covid-Restrictions-creep-American-life-Michigan-Massachusetts-begin-Mask-Mandates.html
[2] https://twitter.com/RepThomasMassie/status/1612962122366959617/photo/1
[2] https://twitter.com/DavidBeckerman0/status/1612968317563834368/photo/1
[2] https://twitter.com/laraseligman/status/1612976176238133250/photo/1
[2] https://www.washingtonpost.com/us-policy/2023/01/09/house-covid-origin-investigation/
[2] https://twitter.com/RepThomasMassie/status/1612962122366959617?s=20
[2] https://twitter.com/kristina_wong/status/1612963426896166914/photo/1
[1] https://media.defense.gov/2023/Jan/10/2003143118/-1/-1/1/SECRETARY-OF-DEFENSE-MEMO-ON-RESCISSION-OF-CORONAVIRUS-DISEASE-2019-VACCINATION-REQUIREMENTS-FOR-MEMBERS-OF-THE-ARMED-FORCES.PDF
[1] https://twitter.com/RepThomasMassie/status/1612900429062623232/video/1

Top URLs in Tweet in G9:
[7] https://openvaers.com/covid-data
[7] https://expose-news.com/?s=%22died+suddenly%22
[7] https://childrenshealthdefense.org/defender_category/covid/
[4] https://twitter.com/AlexBerenson/status/1612938018976841729/photo/1
[2] https://twitter.com/tedlieu/status/1612790682774831106
[2] https://www.youtube.com/watch?v=4MKQ0krjLpo

[2] https://rumble.com/v24k8be-its-time-to-withdraw-the-mrna-vaccines.html
[2] https://www.cbc.ca/news/canada/ottawa/covid-vaccine-moderna-side-effect-government-help-1.6294908
[2] https://twitter.com/i/status/1612827392447336449
[1] https://alexberenson.substack.com/p/from-the-twitter-files-pfizer-board

Top URLs in Tweet in G10:
[4] https://thepulse.one/2022/10/01/woman-dies-in-shoppers-drug-mart-7-minutes-after-covid-19-vaccine-booster/
[3] https://www.zerohedge.com/markets/cdc-finally-releases-vaers-safety-monitoring-analyses-covid-vaccines
[3] https://twitter.com/healthbyjames/status/1612184724323049473/video/1
[3] https://davidicke.com/2023/01/10/universities-not-interested-in-admitting-fault-about-covid-policies/
[2] https://jamescintolo.substack.com/p/100-of-kids-14-16-with-mrna-covid
[2] https://jamescintolo.substack.com/p/in-canada-you-can-return-to-work
[2] https://twitter.com/healthbyjames/status/1612912779878342682/video/1
[2] https://cbs6albany.com/amp/news/local/mccoy-first-500-12-to-15-year-old-to-get-covid-vaccine-get-stewarts-ice-cream-voucher
[2] https://jamescintolo.substack.com/p/breaking-the-pentagon-covid-vaccine
[2] https://twitter.com/healthbyjames/status/1612961461596291074/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[895] twitter.com
[179] zerohedge.com
[66] theepochtimes.com
[63] rumble.com
[46] t.me
[32] substack.com
[30] newspunch.com
[27] childrenshealthdefense.org
[20] co.uk
[18] washingtonpost.com

Top Domains in Tweet in G1:
[77] twitter.com
[7] rui.jp
[7] foxnews.com
[6] zerohedge.com
[6] allevents.in
[4] rumble.com
[3] youtube.com
[3] com.mx
[3] tumblr.com
[3] progress-advance.com

Top Domains in Tweet in G2:
[4] twitter.com
[2] cbsnews.com
[1] libertytree.com
[1] futurism.com
[1] medrxiv.org
[1] ampproject.org
[1] instagram.com
[1] independent.ie
[1] axios.com
[1] com.au

Top Domains in Tweet in G3:
[121] zerohedge.com
[40] theepochtimes.com
[12] twitter.com
[3] substack.com
[2] goodsciencing.com
[2] rumble.com
[1] the-scientist.com
[1] trialsitenews.com
[1] physiciansforinformedconsent.org
[1] co.uk

Top Domains in Tweet in G4:
[4] twitter.com
[3] actionnetwork.org
[3] peoplescdc.org
[3] thedailybeast.com
[2] huffpost.com
[2] pbs.org
[1] senate.gov
[1] zerohedge.com
[1] biopharmadive.com
[1] audacy.com

Top Domains in Tweet in G5:
[3] zerohedge.com
[3] twitter.com
[2] theepochtimes.com
[2] msn.com
[1] trib.al

Top Domains in Tweet in G6:
[11] twitter.com
[2] laquintacolumna.net
[2] zerohedge.com
[2] theepochtimes.com
[1] illinoispolicy.org
[1] substack.com
[1] vladimirzelenkomd.com
[1] pharmacytimes.com
[1] cbs6albany.com

Top Domains in Tweet in G7:
[15] twitter.com
[2] theepochtimes.com
[1] pandata.org
[1] odysee.com
[1] zerohedge.com

Top Domains in Tweet in G8:
[18] twitter.com
[6] zerohedge.com
[3] co.uk
[2] washingtonpost.com
[1] defense.gov
[1] militarytimes.com

Top Domains in Tweet in G9:
[29] twitter.com
[7] openvaers.com
[7] expose-news.com
[7] childrenshealthdefense.org
[2] youtube.com
[2] sciencedirect.com
[2] rumble.com
[2] cbc.ca
[2] thegatewaypundit.com
[1] substack.com

Top Domains in Tweet in G10:
[20] twitter.com
[9] substack.com
[4] thepulse.one
[4] davidicke.com
[3] zerohedge.com
[2] cbs6albany.com
[1] github.com
[1] government.nl
[1] theatlantic.com
[1] jabinjuriesglobal.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[99] darpadocs
[94] covid
[76] covid19
[42] pfizer
[37] vaccinedeath
[36] oan
[34] twitterfiles
[23] covid_19
[15] trillionaire
[15] covidisairborne



Top Hashtags in Tweet in G1:
[21] covid19
[10] covid
[8] sharedfacts
[4] foxnews
[4] coronavirus
[4] spare
[3] covidisnotover
[3] covid_19
[3] crimesagainsthumanity
[3] faucifiles

Top Hashtags in Tweet in G2:
[1] darpadocs

Top Hashtags in Tweet in G3:
[3] crimesagainsthumanity
[1] picphysicians
[1] covid19
[1] vaccinemandates

Top Hashtags in Tweet in G4:
[9] covid
[1] georgesantos
[1] georgesantosmustresign

Top Hashtags in Tweet in G6:
[2] pfizerfiles
[1] darpadocs

Top Hashtags in Tweet in G7:
[87] darpadocs
[9] twitterfiles
[8] dapradocs
[5] censorship
[3] pfizer
[3] fda
[3] twitter
[2] exposefauci
[1] naturalimmunity
[1] covid_19

Top Hashtags in Tweet in G8:
[6] darpadocs
[1] vaccinedeath
[1] suddendeath
[1] covid
[1] militaryreadiness

Top Hashtags in Tweet in G9:
[17] twitterfiles
[3] pfizer
[2] lanzarone
[1] vaccinedeath
[1] stoptheshots
[1] pfizerliedpeopledied
[1] getvaxedendcovid
[1] covid19
[1] naturalimmunity
[1] covid_19

Top Hashtags in Tweet in G10:
[1] pureblood
[1] myocarditis
[1] covidvaccines
[1] diedsuddendly
[1] diedsuddendlyfiles
[1] fauciforprison
[1] darpadocs

Top Words
Top Words in Tweet in Entire Graph:
[4708] covid
[1164] vaccine
[841] 19
[767] people
[755] mandate
[653] many
[477] know
[468] vaccinated
[435] pentagon
[412] fauci

Top Words in Tweet in G1:
[271] covid
[87] 19
[39] vaccine
[25] mandate
[23] pentagon
[21] #covid19
[16] people
[15] troops
[13] 2023
[13] twitter

Top Words in Tweet in G2:
[387] many
[297] covid
[265] randpaul
[212] know
[211] vaccinated
[207] people
[194] fauci
[194] still
[193] accountable
[191] hold

Top Words in Tweet in G3:
[216] rwmalonemd
[119] epoch
[119] zachary
[119] times'
[119] stieber
[119] thank
[119] boom
[79] covid
[28] vaccine
[27] during

Top Words in Tweet in G4:
[166] sensanders
[149] vaccine
[136] billion
[135] polio
[135] salk
[135] jonas
[134] decision
[134] invented
[134] refused
[134] patent

Top Words in Tweet in G5:
[207] covid
[182] mandate
[171] vax
[167] breaking
[141] repboebert
[133] getting
[131] back
[130] gone
[130] military
[130] re

Top Words in Tweet in G6:
[182] covid
[108] conspiracy
[78] rycunni
[65] getting
[58] vaccinated
[58] heart
[57] titoortiz
[57] know
[56] failure
[55] early

Top Words in Tweet in G7:
[120] project_veritas
[97] fauci
[95] dr
[89] today
[88] released
[88] lie
[87] appeared
[87] one
[87] exposing
[87] under

Top Words in Tweet in G8:
[138] covid
[84] vaccine
[77] mandate
[72] secdef
[69] military
[58] repthomasmassie
[40] 19
[39] one
[34] mandates
[33] finally

Top Words in Tweet in G9:
[113] covid
[56] alexberenson
[46] vaccine
[37] tedlieu
[33] twitter
[28] draseemmalhotra
[27] vaccines
[26] pfizer
[26] elonmusk
[19] board

Top Words in Tweet in G10:
[151] covid
[74] healthbyjames
[56] vaccine
[37] test
[36] vaccines
[29] breaking
[28] mandate
[26] pentagon
[24] young
[24] troops

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[817] covid,19
[544] covid,vaccine
[463] vaccine,mandate
[262] vaccinated,people
[250] covid,many
[250] people,know
[248] covid,vax
[247] still,covid
[243] randpaul,many
[241] know,still

Top Word Pairs in Tweet in G1:
[84] covid,19
[18] vaccine,mandate
[17] covid,vaccine
[10] 19,vaccine
[10] mandate,troops
[7] pentagon,ditches
[7] secretary,lloyd
[7] lloyd,austin
[7] 19,vaccination
[7] drops,covid

Top Word Pairs in Tweet in G2:
[192] people,know
[191] randpaul,many
[191] still,covid
[190] vaccinated,people
[189] hold,fauci
[189] many,vaccinated
[189] fauci,accountable
[189] covid,many
[188] know,still
[188] many,lies

Top Word Pairs in Tweet in G3:
[119] epoch,times'
[119] zachary,stieber
[119] times',zachary
[119] thank,epoch
[119] boom,thank
[118] rwmalonemd,boom
[26] during,covid
[26] substack,rwmalonemd
[26] hhs,became
[26] ensnared,government

Top Word Pairs in Tweet in G4:
[135] jonas,salk
[134] estimated,billion
[134] polio,vaccine
[134] refused,patent
[134] invented,polio
[134] decision,cost
[134] cost,estimated
[134] patent,decision
[134] vaccine,refused
[134] salk,invented

Top Word Pairs in Tweet in G5:
[169] covid,vax
[167] vax,mandate
[130] back,track
[130] breaking,military
[130] military,covid
[130] mandate,gone
[130] gone,re
[130] re,getting
[130] getting,country
[130] country,back

Top Word Pairs in Tweet in G6:
[56] heart,failure
[54] failure,conspiracy
[54] vaccinated,heart
[54] theorist,early
[54] instead,getting
[54] early,instead
[54] getting,vaccinated
[54] conspiracy,theorist
[54] wish,covid
[54] covid,conspiracy

Top Word Pairs in Tweet in G7:
[95] dr,fauci
[87] ago,today
[87] explosive,#darpadocs
[87] under,oath
[87] today,released
[87] released,explosive
[87] one,year
[87] year,ago
[87] appeared,lie
[87] #darpadocs,exposing

Top Word Pairs in Tweet in G8:
[65] vaccine,mandate
[40] covid,19
[36] military,covid
[31] covid,mandates
[29] worst,policy
[29] military,readiness
[29] one,worst
[29] over,secdef
[29] policy,decisions
[29] affecting,military

Top Word Pairs in Tweet in G9:
[20] covid,vaccines
[18] board,member
[17] pfizer,board
[17] twitter,lobbyist
[17] covid,vaccine
[16] alexberenson,tedlieu
[14] scottgottliebmd,top
[14] fly,biden
[14] same,twitter
[14] jabbed,fly

Top Word Pairs in Tweet in G10:
[51] covid,vaccine
[25] breaking,pentagon
[23] young,healthy
[22] covid,vaccines
[18] iq,test
[18] vaccine,mandate
[18] failed,test
[18] pandemic,iq
[18] test,experts
[18] experts,failed

Top Replied-To
Top Replied-To in Entire Graph:
@randpaul
@samanthamarika1
@jtmyva
@alexberenson
@diamondandsilk
@lakotaman1
@laurenboebert
@titoortiz
@healthbyjames
@draseemmalhotra

Top Replied-To in G2:
@randpaul
@ashleyd1170
@edb_ohio
@nancymax5
@monitorfake
@rotobuck
@maggieb58705797
@daviddunn177
@mariekobylinski
@charlielowry62

Top Replied-To in G3:
@rwmalonemd
@texaslindsay_
@thfcmxtt
@jakes_thfc
@walterkirn
@unityprojectusa
@laurenboebert
@pierrekory

Top Replied-To in G4:
@sensanders
@e_pizzle1
@ditchmitch3
@drajm
@once_was_arnold
@moreperfectus

Top Replied-To in G5:
@repboebert
@jbryant8417
@rmk1900s
@flowbish2018

Top Replied-To in G6:
@titoortiz
@rycunni
@cphenom69
@mountainwest
@orlando36439296
@domainsgeneral
@cthulhurules
@truthwarrior324
@hitchheadholder
@hamlinisland

Top Replied-To in G7:
@project_veritas
@xpen5ivehabitz

Top Replied-To in G8:
@aoc
@davidbeckerman0
@kwidg3133
@00mishka00
@paulmitchell_ab
@zerofox07
@senronjohnson
@hawleymo

Top Replied-To in G9:
@alexberenson
@draseemmalhotra
@backtolife_2023
@stella_immanuel
@tedlieu
@brucemcneill5
@b4nkruptor
@coley_cw
@maxsmart_86
@semmiecon

Top Replied-To in G10:
@healthbyjames
@latayprime
@valerie1
@shmandalynn30
@fillmorewhite
@lee_lee_lang
@larrygreer20
@drsyedhaider
@kyleseraphin
@izzy_78_

Top Mentioned
Top Mentioned in Entire Graph:
@randpaul
@rwmalonemd
@sensanders
@repboebert
@project_veritas
@petersweden7
@disclosetv
@robertkennedyjr
@healthbyjames
@rycunni

Top Mentioned in G1:
@soniacolpo
@allentien
@mariolapr
@shtr4u
@susansing7th
@saltleygates
@9jatowncrier15

Top Mentioned in G2:
@randpaul
@claytravis
@monitorfake
@daviddunn177
@ashleyd1170
@charlielowry62
@tommyrobinsonns
@kevinnbass
@edb_ohio
@chaosbomdotcom

Top Mentioned in G3:
@rwmalonemd
@tarabull808
@pierrekory
@randpaul
@mtaibbi
@maximebernier
@elonmusk
@kanekoathegreat
@dowdedward
@twittersafety

Top Mentioned in G4:
@sensanders
@moreperfectus
@drajm
@secbecerra
@thedailybeast
@peoplescdc
@timruss2
@car_trump
@p_mcculloughmd
@rashad_richey

Top Mentioned in G5:
@repboebert
@charliekirk11
@proudelephantus
@randpaul
@rwmalonemd
@rycunni
@robertkennedyjr
@andykessler
@wsjopinion

Top Mentioned in G6:
@rycunni
@titoortiz
@robbystarbuck
@cphenom69
@rwmalonemd
@repboebert
@healthbyjames
@randpaul
@_aussie17
@af_football

Top Mentioned in G7:
@project_veritas
@pfizer
@ericspracklen
@repcawthorn
@congbillposey
@repharshbarger
@txrandy14
@repmattgaetz
@pandata19

Top Mentioned in G8:
@secdef
@repthomasmassie
@senronjohnson
@vigilantfox
@randpaul
@laraseligman
@project_veritas
@daniellemejiaca
@drcole12
@atlrey

Top Mentioned in G9:
@alexberenson
@tedlieu
@elonmusk
@draseemmalhotra
@scottgottliebmd
@josephfraiman
@spartajustice
@us_fda
@iheartmindy
@nowtheendbegins

Top Mentioned in G10:
@healthbyjames
@drelidavid
@immeme0
@drsyedhaider
@kyleseraphin
@rwmalonemd
@davidicke
@repboebert
@esosa_ca_films
@wideawakemedia

Top Tweeters
Top Tweeters in Entire Graph:
@chris_1791
@titrespresse
@unoticias
@littlebytesnews
@vtvcanal8
@derekjohnbryant
@sbyfess
@soniacolpo
@thehill
@malliardreport

Top Tweeters in G1:
@titrespresse
@unoticias
@littlebytesnews
@soniacolpo
@malliardreport
@allentien
@danspena
@fox10phoenix
@rcooley123
@beer213wj

Top Tweeters in G2:
@cmdorsey
@ppr2103
@being_pagan
@directorblue
@ivoryfire1203
@cliffwilkin
@edb_ohio
@claytravis
@johnabev
@goosedancer

Top Tweeters in G3:
@pixiedust5135
@ohio_buckeye_us
@sav01
@jaasak
@mamacee7
@sob916
@emma6usa
@crash_the_flash
@rajeltz
@styrohome

Top Tweeters in G4:
@joanisparkles
@ingdamnit
@thedailybeast
@n_ymiller
@juliet_notromeo
@cjmu
@lovemovesyou
@elizabuf
@clubcabeza
@chark5678

Top Tweeters in G5:
@carolannlemon1
@smakdaddy422
@aydoneymang
@johnkim05416420
@joelewisgod
@fromcalif
@oscarwhittierca
@sherry1975
@micheledearth
@send2gl

Top Tweeters in G6:
@rk55mk
@aulstrue
@jeffdhutch4
@ridgesniper
@tjssmith
@tubbs_renee
@amy87301394
@truthwarrior324
@deoninafrica
@peachsinga

Top Tweeters in G7:
@akifj
@sassy1ntn
@jackltila
@bozduguay
@americanrailgun
@mar_iyen2004
@country35742918
@mariekemph
@jehovahrappha
@jas880711

Top Tweeters in G8:
@sunilkumaraus
@wagenfire1
@kandieg19652000
@ajholland01
@bosssquirrel72
@tiffanylloree
@reneepatriot
@democracy_spot
@0226_1989
@disinfector

Top Tweeters in G9:
@guardian_elite
@lmchristi1
@gaylatina4trump
@nockit1
@backtolife_2023
@whiteshot
@jsherman376
@outlawbparker
@ariesfitbonnie
@legendaryenergy

Top Tweeters in G10:
@msavaarmstrong
@norejj
@jadedbypolitics
@fillmorewhite
@esosa_ca_films
@joshuaprichards
@carlamorotoli
@goldstarsis1
@donalds95157957
@sheridanblog


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