COVID, Twitter, 2/5/2023 9:19:41 AM, 288595
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COVID_2023-02-05_00-57-06.xlsx
COVID_2023-02-05_00-57-06.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 05, 2023
Short Description:
COVID via NodeXL https://bit.ly/3YrT8gG
@healthbyjames
@ahmdanaser66
@notonmywatchfyi
@drkerrynphelps
@meetjess
@sharylattkisson
@thechiefnerd
@spartajustice
@tryangregory
@robertkennedyjr

Top hashtags:
#covid
#covid19
#atención
#sistemapatria
#carnetdelapatria
#blog

Description:
Description
The graph represents a network of 6,490 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 09:01 UTC.

The tweets in the network were tweeted over the 800-day, 8-hour, 53-minute period from Thursday, 26 November 2020 at 16:06 UTC to Sunday, 05 February 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 : 6490
Unique Edges : 3178
Edges With Duplicates : 11122
Total Edges : 14300
Number of Edge Types : 9
Replies to : 1453
MentionsInReplyTo : 2948
Retweet : 3724
MentionsInRetweet : 4234
Tweet : 1389
Quote : 102
Mentions : 410
MentionsInQuoteReply : 12
MentionsInQuote : 28
Self-Loops : 1689
Reciprocated Vertex Pair Ratio : 0.0213200934579439
Reciprocated Edge Ratio : 0.0417500714898484
Connected Components : 1139
Single-Vertex Connected Components : 244
Maximum Vertices in a Connected Component : 3154
Maximum Edges in a Connected Component : 8043
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.836572
Graph Density : 0.000166074577790885
Modularity : 0.498515
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,490 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 09:01 UTC.

The tweets in the network were tweeted over the 800-day, 8-hour, 53-minute period from Thursday, 26 November 2020 at 16:06 UTC to Sunday, 05 February 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:
[104] https://jamescintolo.substack.com/p/breaking-cdc-creates-icd-10-billing
[70] https://t.me/+ceEM_UEuPrVmNDU0
[52] https://twitter.com/theliamnissan/status/1621876778070319104/photo/1
[32] https://twitter.com/healthbyjames/status/1621967779619389444/video/1
[30] https://twitter.com/comenthai/status/1621943227359105024/photo/1
[27] https://www.ouest-france.fr/pays-de-la-loire/cholet-49300/oppose-au-vaccin-contre-le-covid-un-pharmacien-hospitalier-de-cholet-est-revoque-6cf83f10-a471-11ed-a609-bec206662bee
[25] https://headphonesthoughts.com/2023/02/02/i-g
[20] https://twitter.com/SCMountainGoat/status/1622031647821664258/video/1
[18] https://www.zerohedge.com/covid-19/ugly-people-more-likely-wear-masks-university-study
[18] https://www.thegatewaypundit.com/2023/02/report-ugly-people-likely-continue-wearing-covid-masks/

Top URLs in Tweet in G1:
[90] https://jamescintolo.substack.com/p/breaking-cdc-creates-icd-10-billing
[30] https://twitter.com/healthbyjames/status/1621967779619389444/video/1
[13] https://childrenshealthdefense.org/defender/covid-boosters-increase-cancer-young-adults-cola/
[6] https://twitter.com/healthbyjames/status/1621950960992911360/video/1
[5] https://twitter.com/JDunlap1974/status/1622021590492889088/photo/1
[4] https://twitter.com/healthbyjames/status/1621650065130414082/video/1
[4] https://twitter.com/Risemelbourne/status/1622027806413824000/video/1
[4] https://thecountersignal.com/quebec-stops-advising-the-covid-booster-to-almost-everyone/
[3] https://twitter.com/sharkzfanz/status/1622036722157772801/photo/1
[3] https://twitter.com/healthbyjames/status/1621891354937724930

Top URLs in Tweet in G2:
[4] https://twitter.com/maggini_19/status/1622036167716651009/photo/1
[3] https://twitter.com/DrLoupis/status/1620732391324270598/photo/1
[3] https://twitter.com/Project_Veritas/status/1621274788734943233/video/1
[3] https://twitter.com/realConnieBevan/status/1622003704814800896/photo/1
[3] https://www.heart.org/en/news/2022/09/19/blood-clot-risk-remains-elevated-nearly-a-year-after-covid-19
[2] https://childrenshealthdefense.org/defender/merck-covid-pill-virus-mutations/
[2] https://jamescintolo.substack.com/p/breaking-cdc-creates-icd-10-billing
[2] https://twitter.com/Cin98609046/status/1621991933794045953/photo/1
[2] https://twitter.com/MaxPowerCDN/status/1622006465539018760/photo/1
[2] https://twitter.com/ScottMorehous10/status/1622012645200072712/photo/1

Top URLs in Tweet in G3:
[11] https://www.lifesitenews.com/news/ireland-sees-42-more-deaths-in-past-two-months-compared-to-pre-covid-levels/?utm_source=daily-canada-2023-02-03&utm_medium=email
[4] https://www.lifesitenews.com/news/ireland-sees-42-more-deaths-in-past-two-months-compared-to-pre-covid-levels/
[3] https://www.telegraph.co.uk/politics/2023/01/26/matt-hancock-sued-andrew-bridgen-covid-vaccine-holocaust-row/
[3] https://www.gbnews.uk/health/covid-booster-no-thanks-staggering-96-per-cent-of-nhs-appointments-for-mrna-top-up-jab-still-available-with-just-days-of-latest-vaccination-campaign-to-go/436508
[3] https://expose-news.com/2023/02/02/ardern-caused-33x-increase-excess-deaths-with-mandatrory-covid-vaccination/
[2] https://twitter.com/SpartaJustice/status/1620160109098979328?s=20&t=2SHVY-YzgmNwb_HUA0AxJQ
[2] https://twitter.com/SpartaJustice/status/1617615000977412096/video/1
[2] https://twitter.com/SpartaJustice/status/1622031554171084802?s=20&t=dnZ3LTlqDXZ8qOX1dUGkXQ
[2] https://rumble.com/v2607m8-children-of-the-covid.html
[2] https://twitter.com/SandWatcher69/status/1622035517268180992/photo/1

Top URLs in Tweet in G4:
[5] https://www.thegatewaypundit.com/2023/02/japanese-researchers-file-lawsuit-japan-government-covering-side-effects-covid-vaccine/
[4] https://www.thegatewaypundit.com/2023/02/report-ugly-people-likely-continue-wearing-covid-masks/
[4] https://twitter.com/JohnSmithNew2/status/1622035325915914242/photo/1
[3] https://twitter.com/Patrici77245748/status/1622033315405471745/photo/1
[3] https://twitter.com/LeeGolden6/status/1622036175027601409/photo/1
[2] https://rumble.com/v28bwdy--dr.-andrew-huff-on-the-origins-of-covid-gain-of-function-ethics-and-unique.html
[2] https://rumble.com/v1lf7yh-covid-crimes-exposed-must-watch.html
[2] https://rumble.com/v22zd58-gain-of-function-the-us-government-is-responsible-for-causing-covid-19.html
[2] https://rumble.com/v1ljdlp-hiv-lab-scientiests-and-financieres-exposed.html
[2] https://rumble.com/v1qba4x-peruvian-court-names-bill-gates-rockefeller-and-soros-as-criminal-elite-res.html

Top URLs in Tweet in G5:
[70] https://t.me/+ceEM_UEuPrVmNDU0
[10] https://www.bitchute.com/video/GwuHXowmKxmx/
[3] https://www.gbnews.uk/health/covid-booster-no-thanks-staggering-96-per-cent-of-nhs-appointments-for-mrna-top-up-jab-still-available-with-just-days-of-latest-vaccination-campaign-to-go/436508
[3] https://twitter.com/allendh/status/1622036101270573063/photo/1
[2] https://twitter.com/backtolife_2023/status/1621702835401277440/video/1
[2] https://www.smh.com.au/politics/federal/labor-approaches-serious-milestone-of-presiding-over-more-covid-deaths-in-aged-care-20230203-p5chpz.html
[2] https://twitter.com/Stickytrishy17/status/1622019783507197952/photo/1
[2] https://twitter.com/Leslie64993617/status/1621980307221258240/photo/1
[2] https://toronto.ctvnews.ca/judge-allows-class-action-against-ford-government-on-covid-19-long-term-care-deaths-1.6226549
[1] https://www.eutimes.net/2023/02/100-of-covid-deaths-in-canada-now-due-to-mrna-vaccine-new-data-shows/

Top URLs in Tweet in G6:
[3] https://www.gbnews.uk/health/covid-booster-no-thanks-staggering-96-per-cent-of-nhs-appointments-for-mrna-top-up-jab-still-available-with-just-days-of-latest-vaccination-campaign-to-go/436508
[3] https://rumble.com/v27qpae-vanden-bossche-and-alexander-stop-covid-vaccines-elderly-could-be-killed-do.html
[2] https://twitter.com/AGHuff/status/1621872760233369601/photo/1
[2] https://www.breitbart.com/clips/2023/02/04/maher-i-dont-trust-the-government-on-inflation-reduction-act-after-covid-relief-fraud/
[2] https://thedcpatriot.com/how-deep-state-operatives-are-using-honesty-to-lie-about-covid-video/
[2] https://www.lifesitenews.com/news/ireland-sees-42-more-deaths-in-past-two-months-compared-to-pre-covid-levels/?utm_source=daily-canada-2023-02-03&utm_medium=email
[2] https://twitter.com/ladyfishrn11/status/1622024295583997953/photo/1
[1] https://twitter.com/KanekoaTheGreat/status/1615588686380544000/video/1
[1] https://twitter.com/KanekoaTheGreat/status/1622027315021778946/photo/1
[1] https://twitter.com/KanekoaTheGreat/status/1622027313511796736/video/1

Top URLs in Tweet in G7:
[19] https://twitter.com/SCMountainGoat/status/1622031647821664258/video/1
[4] https://jamescintolo.substack.com/p/breaking-cdc-creates-icd-10-billing
[4] https://www.timescolonist.com/local-news/about-2500-bc-health-care-workers-lost-jobs-over-refusal-to-get-covid-vaccination-5192484
[1] https://dailysceptic.org/2023/02/03/vitamin-d-cuts-covid-19-risk-of-death-in-half-new-study-finds-so-why-isnt-it-recommended/
[1] https://physiciansforinformedconsent.org/covid-19-vaccines
[1] https://twitter.com/picphysicians/status/1599505420011573248/photo/1
[1] https://www.ndp.ca/stop-privatization-tw
[1] https://twitter.com/theJagmeetSingh/status/1621931592057774083/video/1

Top URLs in Tweet in G8:
[11] https://www.thegatewaypundit.com/2023/02/report-ugly-people-likely-continue-wearing-covid-masks/
[3] https://www.thegatewaypundit.com/2023/02/california-will-no-longer-enforce-covid-19-vaccine-mandate-k-12-schools/
[3] https://www.thegatewaypundit.com/2023/02/japanese-researchers-file-lawsuit-japan-government-covering-side-effects-covid-vaccine/?utm_source=Twitter&utm_campaign=websitesharingbuttons
[3] https://www.thegatewaypundit.com/2023/02/japanese-researchers-file-lawsuit-japan-government-covering-side-effects-covid-vaccine/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://nationalpost.com/news/canada/medicago-covid-19-vaccine-manufacturing-plant-to-shut-down-in-quebec?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1675444989
[2] https://www.thegatewaypundit.com/2023/02/know-someone-long-covid-vaccinated-guide-spike-protein-detox-world-council-health/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://jamescintolo.substack.com/p/breaking-cdc-creates-icd-10-billing
[1] https://wherearethenumbers.substack.com/p/how-to-create-the-illusion-your-vaccine
[1] https://twitter.com/garetheve/status/1621612256566853632/photo/1
[1] https://www.thegatewaypundit.com/2023/02/japanese-researchers-file-lawsuit-japan-government-covering-side-effects-covid-vaccine/

Top URLs in Tweet in G9:
[4] https://twitter.com/BigBadDenis/status/1621998280694714368/photo/1
[3] https://www.smh.com.au/politics/federal/labor-approaches-serious-milestone-of-presiding-over-more-covid-deaths-in-aged-care-20230203-p5chpz.html
[2] https://twitter.com/healthgovau/status/1621267248240279552
[2] https://twitter.com/ToshiAkima/status/1621350247653060608/photo/1
[1] https://twitter.com/fibke/status/1622006059161337857/photo/1
[1] https://twitter.com/StMaryMacKiller/status/1621720241666670593/photo/1
[1] https://twitter.com/PsychosisFuzz/status/1621900801634619393/photo/1
[1] https://www.bbc.com/news/health-31698038
[1] https://twitter.com/JTHjournal/status/1621400760377565184
[1] https://ccforum.biomedcentral.com/articles/10.1186/s13054-021-03643-0

Top URLs in Tweet in G10:
[11] https://babylonbee.com/news/miracle-biden-ends-the-same-covid-19-pandemic-three-times
[2] https://twitter.com/StevenLost33/status/1622034243730771969/photo/1
[2] https://twitter.com/woodymatters/status/1621324501966258176/photo/1
[2] https://twitter.com/A1an_M/status/1559139162783203329/photo/1
[1] https://www.express.co.uk/comment/expresscomment/1729287/covid-19-infection-china-cover-up-conspiracy-USA-wuhan-laboratory-man-made-virus-weapon#amp-readmore-target
[1] https://twitter.com/JasonNark/status/1622027014684155904
[1] https://www.theepochtimes.com/health/inside-the-secret-government-meeting-on-covid-19-natural-immunity_5023439.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://twitter.com/i/web/status/1603432305384726534
[1] https://twitter.com/MaxNordau/status/1603432305384726534/video/1
[1] https://twitter.com/MarkCCrowley/status/1622022335019597826/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1286] twitter.com
[144] substack.com
[72] t.me
[44] thegatewaypundit.com
[40] lifesitenews.com
[31] rumble.com
[31] childrenshealthdefense.org
[27] co.uk
[27] ouest-france.fr
[25] headphonesthoughts.com

Top Domains in Tweet in G1:
[109] twitter.com
[95] substack.com
[15] childrenshealthdefense.org
[4] lifesitenews.com
[4] thecountersignal.com
[3] webmd.com
[2] canada.ca
[2] pure-fertility.com
[1] dailywire.com
[1] foxweather.com

Top Domains in Tweet in G2:
[62] twitter.com
[8] childrenshealthdefense.org
[4] substack.com
[3] heart.org
[2] sharylattkisson.com
[2] cdc.gov
[1] doctors4covidethics.org
[1] zerohedge.com
[1] trialsitenews.com
[1] foxnews.com

Top Domains in Tweet in G3:
[40] twitter.com
[15] lifesitenews.com
[5] expose-news.com
[4] co.uk
[4] substack.com
[3] gbnews.uk
[2] nih.gov
[2] rumble.com
[2] theguardian.com
[2] thegatewaypundit.com

Top Domains in Tweet in G4:
[57] twitter.com
[15] rumble.com
[11] thegatewaypundit.com
[6] theepochtimes.com
[5] substack.com
[4] bitchute.com
[2] com.br
[2] toi.in
[2] com.mx
[2] childrenshealthdefense.org

Top Domains in Tweet in G5:
[71] t.me
[23] twitter.com
[10] bitchute.com
[3] gbnews.uk
[2] com.au
[2] ctvnews.ca
[1] eutimes.net
[1] sacbee.com
[1] co.uk
[1] thehighwire.com

Top Domains in Tweet in G6:
[23] twitter.com
[5] substack.com
[5] rumble.com
[3] gbnews.uk
[3] thedcpatriot.com
[2] breitbart.com
[2] lifesitenews.com
[1] nypost.com
[1] voiceforscienceandsolidarity.org
[1] childrenshealthdefense.org

Top Domains in Tweet in G7:
[21] twitter.com
[4] substack.com
[4] timescolonist.com
[1] dailysceptic.org
[1] physiciansforinformedconsent.org
[1] ndp.ca

Top Domains in Tweet in G8:
[27] thegatewaypundit.com
[8] twitter.com
[3] substack.com
[3] nationalpost.com
[1] youtu.be
[1] newsmax.com
[1] lifesitenews.com
[1] bitchute.com

Top Domains in Tweet in G9:
[18] twitter.com
[4] com.au
[2] sinchhealth.com
[1] bbc.com
[1] biomedcentral.com
[1] ac.uk
[1] zerohedge.com

Top Domains in Tweet in G10:
[13] twitter.com
[11] babylonbee.com
[2] co.uk
[1] theepochtimes.com
[1] bmj.com
[1] regulations.gov
[1] fda.gov
[1] bitchute.com
[1] substack.com
[1] ahrp.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[103] covid
[78] covid19
[30] atención
[30] sistemapatria
[30] carnetdelapatria
[28] blog
[26] blogger
[22] longcovid
[22] writerslift
[20] donotcomply



Top Hashtags in Tweet in G1:
[4] uk
[2] pfizer
[2] a1c
[1] nz
[1] vaccine
[1] 河野ワクチン事件
[1] wef
[1] davos
[1] davos2023
[1] klausschwab

Top Hashtags in Tweet in G2:
[4] bbc
[3] pfertility
[2] vaccinemandates
[2] molnupiravir
[2] thedefender
[2] courageousdiscourse
[1] covidvaccines
[1] merck
[1] pfizer
[1] sassywithmassie

Top Hashtags in Tweet in G3:
[2] vaccinegenocide
[2] vaccinedeath
[1] pfizer
[1] pfizergate
[1] covidvaccine
[1] churches
[1] covid
[1] vaccinemandates
[1] vaccine
[1] vaccinesideeffects

Top Hashtags in Tweet in G4:
[10] covid
[5] covid19
[4] 4gwarfare
[4] 5gwarfare
[4] ucrania
[4] israel
[2] vaccine
[2] seo
[1] auspol
[1] namasteui

Top Hashtags in Tweet in G5:
[2] covid
[2] usa
[2] ltc
[1] colombo
[1] srilanka
[1] china
[1] msm
[1] war
[1] chinesespyballon
[1] chineseplague

Top Hashtags in Tweet in G6:
[1] twitterfiles
[1] ivermectin

Top Hashtags in Tweet in G7:
[19] donotcomply
[1] picphysicians
[1] covid19
[1] vaccinemandates

Top Hashtags in Tweet in G8:
[1] elonmusk
[1] newyorktimes
[1] nasa
[1] whatisit

Top Hashtags in Tweet in G9:
[5] covid19
[2] davossafe
[2] covid
[2] boosters
[1] auspol
[1] covidisnotover
[1] kraken
[1] xbb15
[1] bivalentboosters
[1] covid19aus

Top Hashtags in Tweet in G10:
[9] anthonyfauci
[2] fda
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[5298] covid
[1578] 19
[776] vaccine
[773] people
[638] healthbyjames
[608] breaking
[478] study
[424] vaccines
[414] more
[343] cdc

Top Words in Tweet in G1:
[649] covid
[541] healthbyjames
[367] 19
[332] breaking
[280] vaccine
[214] study
[187] people
[153] risk
[137] vaccines
[110] refuse

Top Words in Tweet in G2:
[266] covid
[129] please
[128] sarah
[84] sharylattkisson
[78] pfizer
[76] died
[75] 19
[73] heart
[69] issues
[67] daughter

Top Words in Tweet in G3:
[244] covid
[64] breaking
[62] vaccine
[62] deaths
[55] spartajustice
[51] people
[50] 19
[48] pfizer
[44] states
[44] top

Top Words in Tweet in G4:
[250] covid
[65] 19
[28] vaccine
[16] more
[16] children
[15] balloon
[13] people
[12] government
[12] long
[12] over

Top Words in Tweet in G5:
[228] covid
[113] vaccination
[100] 19
[87] restrictions
[84] travel
[71] join
[70] group
[40] card
[24] vaccines
[21] need

Top Words in Tweet in G6:
[161] covid
[73] 19
[71] more
[63] fauci
[63] surges
[62] vaccinated
[61] adults
[61] certain
[61] kanekoathegreat
[61] anthony

Top Words in Tweet in G7:
[206] system
[172] covid
[111] breaking
[110] cdc
[102] syndrome
[102] parts
[102] linked
[102] nervous
[102] admits
[102] immune

Top Words in Tweet in G8:
[142] covid
[104] vaccine
[104] gatewaypundit
[86] file
[86] japan
[86] effects
[86] japanese
[86] side
[86] against
[86] government

Top Words in Tweet in G9:
[86] covid
[22] one
[22] pandemic
[18] 19
[17] week
[17] aged
[15] more
[15] still
[15] deaths
[14] people

Top Words in Tweet in G10:
[103] covid
[66] drjbhattacharya
[52] population
[50] years
[50] 10
[49] bad
[49] long
[49] widespread
[49] cold
[49] seen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1546] covid,19
[366] healthbyjames,breaking
[361] covid,vaccine
[218] breaking,cdc
[163] 19,vaccine
[150] 19,vaccination
[148] 19,vaccines
[139] covid,vaccines
[130] refuse,covid
[124] risk,death

Top Word Pairs in Tweet in G1:
[367] covid,19
[310] healthbyjames,breaking
[111] covid,vaccine
[105] refuse,covid
[93] breaking,cdc
[93] people,refuse
[89] begin,tracking
[89] cdc,begin
[89] tracking,people
[86] 19,vaccine

Top Word Pairs in Tweet in G2:
[75] covid,19
[65] heart,issues
[64] old,sarah
[64] sarah,baltner's
[64] yr,old
[64] please,listen
[64] mother,please
[64] please,sarah
[64] story,please
[64] baltner's,mother

Top Word Pairs in Tweet in G3:
[48] covid,vaccine
[46] covid,19
[43] albert,bourla
[43] breaking,news
[41] spartajustice,breaking
[40] committing,domestic
[40] executives,committing
[40] domestic,terrorism
[40] states,albert
[40] top,cardiologist

Top Word Pairs in Tweet in G4:
[61] covid,19
[12] covid,vaccine
[9] 19,vaccine
[8] long,covid
[6] 19,pandemic
[6] people,more
[6] japanese,researchers
[5] weather,balloon
[5] during,covid
[5] side,effects

Top Word Pairs in Tweet in G5:
[100] covid,19
[74] 19,vaccination
[71] travel,restrictions
[70] restrictions,join
[70] covid,travel
[70] vaccination,covid
[70] join,group
[33] vaccination,card
[14] mrna,vaccines
[12] yr,old

Top Word Pairs in Tweet in G6:
[73] covid,19
[61] anthony,fauci
[61] fauci,50
[61] fairly,certain
[61] 50,adults
[61] feels,fairly
[61] adults,vaccinated
[61] certain,see
[61] more,covid
[61] vaccinated,feels

Top Word Pairs in Tweet in G7:
[106] breaking,cdc
[102] syndrome,causes
[102] system,attack
[102] attack,parts
[102] linked,covid
[102] parts,nervous
[102] immune,system
[102] admits,syndrome
[102] nervous,system
[102] system,linked

Top Word Pairs in Tweet in G8:
[92] covid,vaccine
[86] effects,covid
[86] side,effects
[86] against,japan
[86] file,lawsuit
[86] japanese,researchers
[86] lawsuit,against
[86] researchers,file
[86] japan,government
[86] covering,side

Top Word Pairs in Tweet in G9:
[18] covid,19
[14] aged,care
[10] still,represented
[10] week,covid
[10] cause,death
[10] one,seems
[10] represented,third
[10] anymore,last
[10] attention,anymore
[10] pandemic,still

Top Word Pairs in Tweet in G10:
[49] widely,seen
[49] years,covid
[49] thanks,widespread
[49] maybe,10
[49] widespread,population
[49] long,maybe
[49] seen,bad
[49] cold,thanks
[49] bad,cold
[49] 10,years

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@covid_parent
@goddeketal
@healthbyjames
@iancopeland5
@drloupis
@cernovich
@repmtg
@angel_leigh
@skynews

Top Replied-To in G1:
@healthbyjames
@angel_leigh
@sharkzfanz
@jamesbradleyca
@jimjollyrogers
@wozza777
@nickadamsinusa
@matissemagic
@drkatepi
@tonymagz214

Top Replied-To in G2:
@goddeketal
@covid_parent
@drloupis
@sharylattkisson
@liz_churchill8
@stkirsch
@atensnut
@dc_draino
@tightlettuce
@bcozatt

Top Replied-To in G3:
@whcos
@tamarashapiro
@draseemmalhotra
@cartlanddavid
@demo_beta_v2
@gouldina
@michaelpsenger
@healthbyjames
@project_veritas
@dc_draino

Top Replied-To in G5:
@repjeffries
@highwiretalk
@cheridinovo
@maths_mar
@borisjohnson
@tawakkalnaapp
@healthbyjames
@bringsnacks__
@anthony23bryant
@durraniviews

Top Replied-To in G6:
@chuckcallesto
@aghuff
@chiproytx
@jed_tonkins
@decapper1
@gvdbossche
@zombywoof2022

Top Replied-To in G7:
@thejagmeetsingh
@artclinton5
@picphysicians
@kirklubimov

Top Replied-To in G8:
@gatewaypundit
@newsmax
@vincentggturner
@mattray4110
@stacy9898

Top Replied-To in G9:
@bigbaddenis
@noplaceforsheep
@albomp
@dragon_fancier
@marctennant
@psychosisfuzz
@jillian_swaine
@nickiykwim
@gourlaysyd
@aparachick

Top Replied-To in G10:
@drjbhattacharya
@bwasgoat44
@miriametucker
@lewwy99
@vprasadmdmph
@therefuge1
@jonathanwsabin
@catalinahaunt
@davidemccune

Top Mentioned
Top Mentioned in Entire Graph:
@healthbyjames
@leadingreport
@gatewaypundit
@sharylattkisson
@thechiefnerd
@kanekoathegreat
@spartajustice
@drjbhattacharya
@theliamnissan
@abridgen

Top Mentioned in G1:
@healthbyjames
@eekymom
@jamesbradleyca
@thethe1776
@jdunlap1974
@angel_leigh
@williamrno
@pyettejames
@stooge_report
@mdt546

Top Mentioned in G2:
@sharylattkisson
@pfizer
@repthomasmassie
@project_veritas
@dc_draino
@robertkennedyjr
@stkirsch
@p_mcculloughmd
@drloupis
@goddeketal

Top Mentioned in G3:
@spartajustice
@abridgen
@michaelpsenger
@healthbyjames
@hgutheit
@_janey_j
@draseemmalhotra
@jimcorrsays
@elonmusk
@robschneider

Top Mentioned in G4:
@hockeyseasntime
@postdoc_scohen
@noodlebox_2kcj2
@real_anthefacts
@doctortro
@truthseeker____
@crookedde_light

Top Mentioned in G5:
@hodgetwins
@laralogan
@fordnation
@highwiretalk
@backtolife_2023
@jordanbpeterson
@matthewwielicki
@healthbyjames
@telegraph
@drkerrynphelps

Top Mentioned in G6:
@kanekoathegreat
@aghuff
@chiproytx
@chuckcallesto
@zombywoof2022
@sassychickie
@healthbyjames
@kylenabecker
@sagcast452

Top Mentioned in G7:
@leadingreport
@scmountaingoat
@thelastrefuge2
@healthbyjames
@mikeswadling
@picphysicians
@sharylattkisson
@thejagmeetsingh
@seekeruvreason
@kirklubimov

Top Mentioned in G8:
@gatewaypundit
@profnfenton
@kanekoathegreat
@healthbyjames
@garetheve
@ezralevant
@michaelpsenger
@abridgen
@sharylattkisson
@newsmax

Top Mentioned in G9:
@fibke
@albomp
@bigbaddenis
@anikawells
@ragesheen
@toshiakima
@marctennant
@cdrhbiscuitiii
@njbbari3
@lettersfromtim

Top Mentioned in G10:
@drjbhattacharya
@thebabylonbee
@vprasadmdmph
@epochtimes
@tracybethhoeg
@a1an_m
@drscottjensen
@i_am_johncullen
@healthbyjames
@jerbear320

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@missb62
@postematico
@railwayseva
@efectocognitivo
@unoticias
@telesurtv
@yarosisnancy
@united
@billm9

Top Tweeters in G1:
@sustain05
@ailsaforshaw
@plivestrong
@claudiagcbell
@atx_patriot
@dnsemello
@falliveneedward
@hopefulpatriots
@bristolcomsense
@iambatmandoug

Top Tweeters in G2:
@luigi_warren
@classicmp
@dgatlim
@elaine_perry
@prasadhemant
@monix139
@phxgop
@maga4justice
@wolfgreenwood
@memessunshine

Top Tweeters in G3:
@guardian
@underyourtree
@katsuhikotsuda
@zoombouse
@mssassysally
@hare_3_
@roobeedoo1
@asimplepatriot
@harvickfan_2903
@tweetergod_

Top Tweeters in G4:
@postematico
@efectocognitivo
@toicitiesnews
@parliamodinews
@expansionmx
@danspena
@ranganaathan
@staronline
@vcontenting
@grizzlyjoeshow

Top Tweeters in G5:
@railwayseva
@united
@jbwhitesnake
@telegraph
@bbcnews
@aliakalayshiaa
@nomorebooks
@marylougeorge2
@thesecondellen
@anthony23bryant

Top Tweeters in G6:
@billm9
@paulsorrentino3
@ericmoo91919605
@raynengrace
@realmattcouch
@baizuobu
@usa_anne711
@tuesday7595
@sassychickie
@tsdickson64

Top Tweeters in G7:
@dianachic1
@katyinindy
@susanbe36094276
@jimmcnichols1
@jaynemachacek
@dabizlegend
@kraziekate6
@c0de_w4rr10r
@playstrumpcard
@sherryclayton53

Top Tweeters in G8:
@torontostar
@dhrxsol1234
@starvinlarry
@nationalpost
@doubleeagle25
@2021freedom1776
@woodheat
@desicuban
@mharry860
@ezralevant

Top Tweeters in G9:
@slsandpet
@roseannebyrne
@model_daughters
@noplaceforsheep
@thebarbarienne
@chrislancashir3
@teresabdb62
@albon_st
@sidherian
@astraea1974

Top Tweeters in G10:
@ruthieredsox
@petermcc66
@kroekertony
@rookieuserim
@epochtimes
@ohhelln14332498
@maxnordau
@haleywofford1
@darrenbellreads
@markccrowley


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