COVID, Twitter, 2/7/2023 3:38:10 PM, 288801
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COVID_2023-02-07_03-45-02.xlsx
COVID_2023-02-07_03-45-02.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 07, 2023
Short Description:
COVID via NodeXL https://bit.ly/3jCnHkL
@healthbyjames
@reesiepeacie
@k_eagar
@rohitakadambi
@franmurrell1
@corvorus
@gatewaypundit
@the_gary_b
@repthomasmassie
@barbarasghost1

Top hashtags:
#covid
#longcovid
#covid19
#covid_19
#covidisntover
#twitterfiles

Description:
Description
The graph represents a network of 6,990 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 11:49 UTC.

The tweets in the network were tweeted over the 1997-day, 3-hour, 49-minute period from Saturday, 19 August 2017 at 21:10 UTC to Tuesday, 07 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 : 6990
Unique Edges : 3473
Edges With Duplicates : 11470
Total Edges : 14943
Number of Edge Types : 9
Tweet : 1383
Retweet : 3680
MentionsInRetweet : 4302
Replies to : 1456
MentionsInReplyTo : 3386
Mentions : 458
Quote : 136
MentionsInQuote : 62
MentionsInQuoteReply : 80
Self-Loops : 1639
Reciprocated Vertex Pair Ratio : 0.0257475083056478
Reciprocated Edge Ratio : 0.0502024291497976
Connected Components : 1293
Single-Vertex Connected Components : 316
Maximum Vertices in a Connected Component : 3267
Maximum Edges in a Connected Component : 7973
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.843839
Graph Density : 0.000151679186852178
Modularity : 0.510557
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,990 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 11:49 UTC.

The tweets in the network were tweeted over the 1997-day, 3-hour, 49-minute period from Saturday, 19 August 2017 at 21:10 UTC to Tuesday, 07 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:
[57] https://www.trialsitenews.com/a/california-quietly-drops-student-covid-19-vaccine-mandate-71c682eb
[42] http://3.In
[24] https://theconversation.com/yes-masks-reduce-the-risk-of-spreading-covid-despite-a-review-saying-they-dont-198992?utm_source=twitter&utm_medium=bylinetwitterbutton
[22] https://www.zerohedge.com/medical/experts-want-labels-pfizer-moderna-covid-19-vaccines-updated-acknowledge-limitations
[21] https://twitter.com/healthbyjames/status/1622617487551463425/video/1
[19] https://twitter.com/guedistaa/status/1622755886803390464/photo/1
[18] https://terrabrasilnoticias.com/2023/02/lula-condiciona-receber-bolsa-familia-so-quem-tiver-tomado-vacina-veja-video/
[17] https://www.cbsnews.com/newyork/live-updates/new-york-city-ending-covid-vaccine-mandate-for-city-workers-mayor-adams-says/
[15] https://www.eutimes.net/2023/02/100-of-covid-deaths-in-canada-now-due-to-mrna-vaccine-new-data-shows/
[14] https://twitter.com/jhmdrei/status/1622750739779973123/photo/1

Top URLs in Tweet in G1:
[44] https://www.trialsitenews.com/a/california-quietly-drops-student-covid-19-vaccine-mandate-71c682eb
[19] https://twitter.com/healthbyjames/status/1622617487551463425/video/1
[5] https://www.eutimes.net/2023/02/100-of-covid-deaths-in-canada-now-due-to-mrna-vaccine-new-data-shows/
[4] https://twitter.com/healthbyjames/status/1622621153788416000/video/1
[2] https://www.cochranelibrary.com/cdsr/doi/10.1002/14651858.CD006207.pub6/full
[2] https://jamescintolo.substack.com/p/breaking-cdc-creates-icd-10-billing
[2] https://petermcculloughmd.substack.com/p/cdc-reports-hundreds-of-cases-of
[2] https://twitter.com/healthbyjames/status/1622417365945270274/video/1
[2] https://twitter.com/healthbyjames/status/1618656296470999041/video/1
[2] https://twitter.com/healthbyjames/status/1622415267002306562

Top URLs in Tweet in G2:
[1] https://twitter.com/RohitaKadambi/status/1622483357195173888

Top URLs in Tweet in G3:
[9] https://trendzmaster.com/new-research-suggests-simple-steps-to-reduce-long-covid-symptoms/
[5] https://thailand.4-news.my.id/%e0%b8%9c%e0%b8%b9%e0%b9%89%e0%b9%80%e0%b8%8a%e0%b8%b5%e0%b9%88%e0%b8%a2%e0%b8%a7%e0%b8%8a%e0%b8%b2%e0%b8%8d%e0%b8%95%e0%b9%89%e0%b8%ad%e0%b8%87%e0%b8%81%e0%b8%b2%e0%b8%a3%e0%b8%89%e0%b8%a5%e0%b8%b2/
[5] https://www.zerohedge.com/medical/experts-want-labels-pfizer-moderna-covid-19-vaccines-updated-acknowledge-limitations
[4] https://www.thegatewaypundit.com/2023/02/nyc-teachers-fired-refusing-covid-mandate-illegals-allowed-schools-no-proof-immunizations/
[4] https://twitter.com/ThierryGallet1/status/1621315774055960577/photo/1
[4] https://twitter.com/MistoriA_Natume/status/1622464356733829121/photo/1
[4] https://www.eutimes.net/2023/02/100-of-covid-deaths-in-canada-now-due-to-mrna-vaccine-new-data-shows/
[3] https://welovetrump.com/2023/02/06/its-over-california-drops-covid-19-vaccine-mandate-for-kids/
[3] https://twitter.com/NewsIADN/status/1622760671040667649/photo/1
[2] https://theconversation.com/math-misconceptions-may-lead-people-to-underestimate-the-true-threat-of-covid-19-134520?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com

Top URLs in Tweet in G4:
[11] https://www.news-medical.net/news/20220918/COVID-19-increases-risk-of-developing-Alzheimers-by-50-8025-in-older-adults.aspx
[4] https://twitter.com/WesElyMD/status/1622575594453057536/photo/1
[4] https://twitter.com/WesElyMD/status/1622575552337960961/photo/1
[3] https://twitter.com/WesElyMD/status/1622575478031745028/photo/1
[3] https://twitter.com/DailyJLee/status/1622405374530801667/photo/1
[2] https://www.cam.ac.uk/research/news/upgrading-ppe-for-staff-working-on-covid-19-wards-cut-hospital-acquired-infections-dramatically
[2] https://twitter.com/kelcsimpkins/status/1622319428728922113
[2] https://twitter.com/WesElyMD/status/1622575466010882048
[2] https://www.thenation.com/article/society/democrats-covid-emergency-ending/
[2] https://www.prb.org/resources/hispanic-black-and-asian-californians-saw-disproportionately-large-drops-in-life-expectancy-during-covid-pandemic/

Top URLs in Tweet in G5:
[2] https://www.thegatewaypundit.com/2023/02/vaccine-ufc-fighter-damon-jackson-reveals-brother-dies-suddenly-following-receiving-covid-shot-video/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[1] https://www.thegatewaypundit.com/2023/02/injuries-covid-19-vaccine-now-publicly-displayed-canada-using-trucks-driving-street-join-campaign/
[1] https://www.thegatewaypundit.com/2023/02/nyc-teachers-fired-refusing-covid-mandate-illegals-allowed-schools-no-proof-immunizations/
[1] https://www.health.com/condition/infectious-diseases/coronavirus/what-is-vaccine-shedding-covid
[1] https://www.nytimes.com/2022/01/06/health/covid-vaccine-menstrual-cycles.html
[1] https://physiciansforinformedconsent.org/covid-19-vaccines
[1] https://twitter.com/picphysicians/status/1599505420011573248/photo/1
[1] https://boebert.house.gov/media/press-releases/four-bills-cosponsored-congresswoman-boebert-end-covid-pandemic-pass-house
[1] https://twitter.com/justin_hart/status/1622653215341965312/photo/1
[1] https://www.theepochtimes.com/experts-want-labels-for-pfizer-moderna-covid-19-vaccines-updated-to-acknowledge-limitations_5036548.html?utm_campaign=socialshare_twitter&utm_source=twitter.com

Top URLs in Tweet in G6:
[4] https://sharylattkisson.com/2023/02/study-mercks-covid-drug-linked-to-new-virus-mutations/
[3] https://www.trialsitenews.com/a/california-quietly-drops-student-covid-19-vaccine-mandate-71c682eb
[2] https://sharylattkisson.com/2023/02/the-hidden-covid-19-vaccine-injured/
[2] https://sharylattkisson.com/2023/02/read-faa-put-on-notice-about-pilots-suffering-from-covid-19-vaccine-adverse-events/
[2] https://twitter.com/UpwardNewsHQ/status/1622689977787158537/photo/1
[1] https://twitter.com/RepThomasMassie/status/1620510824820342784/video/1
[1] https://www.travelweekly.com/Travel-News/Government/US-Travel-calls-for-drop-vax-requirement
[1] https://twitter.com/SharylAttkisson/status/1621927199719710722
[1] https://twitter.com/SharylAttkisson/status/1621928849733820417/video/1
[1] https://twitter.com/SharylAttkisson/status/1622034070619258880/photo/1

Top URLs in Tweet in G7:
[4] https://twitter.com/MatamalasJ/status/1622368546343817216/photo/1
[3] https://dossier.substack.com/p/new-bill-in-congress-may-finally
[2] https://tnc.news/2023/02/06/covid-ad-campaigns/
[2] https://www.hartgroup.org/round-and-round-the-logic-merry-go-round-we-go/
[1] https://www.trialsitenews.com/a/california-quietly-drops-student-covid-19-vaccine-mandate-71c682eb
[1] https://tnc.news/2023/02/05/vaxx-effects-caf/
[1] https://twitter.com/Project_Veritas/status/1621274788734943233
[1] https://twitter.com/Project_Veritas/status/1618405890612420609/video/1
[1] https://rumble.com/v28kd42-origins-of-the-covid-narrative-panda-twitter-space.html
[1] https://twitter.com/PanData19/status/1622701669807976449/photo/1

Top URLs in Tweet in G8:
[2] https://nypost.com/2023/02/06/eric-adams-lifts-covid-19-mandate-for-nyc-workers/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[1] https://www.thegatewaypundit.com/2023/02/vaccine-ufc-fighter-damon-jackson-reveals-brother-dies-suddenly-following-receiving-covid-shot-video/?utm_source=Twitter&utm_campaign=websitesharingbuttons
[1] https://twitter.com/JamieSale/status/1622355822830579713/photo/1
[1] https://www.thegatewaypundit.com/2023/02/injuries-covid-19-vaccine-now-publicly-displayed-canada-using-trucks-driving-street-join-campaign/
[1] https://twitter.com/nypost/status/1622650936639500288/photo/1
[1] https://emeralddb3.substack.com/p/only-fools-think-the-covid-pandemic
[1] https://icandecide.org/press-release/fda-doubles-down-on-junk-science-in-response-to-ican-petition-to-revoke-use-of-covid-19-vaccines-in-children/
[1] https://frontline.news/post/large-scale-study-finds-masks-unnecessary
[1] https://expose-news.com/2023/01/18/whitty-lied-about-additional-22000-heart-related-deaths/
[1] https://expose-news.com/2023/02/03/8x-increase-child-excess-deaths-europe-c19-vaccine/

Top URLs in Tweet in G9:
[24] https://theconversation.com/yes-masks-reduce-the-risk-of-spreading-covid-despite-a-review-saying-they-dont-198992?utm_source=twitter&utm_medium=bylinetwitterbutton
[4] https://twitter.com/HHS_ASH/status/1622609074176028680/photo/1
[2] https://twitter.com/CDCgov/status/1622626274316369923
[2] https://theconversation.com/yes-masks-reduce-the-risk-of-spreading-covid-despite-a-review-saying-they-dont-198992
[2] https://edmontonjournal.com/opinion/columnists/opinion-better-protecting-schools-from-covid-is-within-reach
[2] https://twitter.com/BigBadDenis/status/1622718907877593089/photo/1
[1] https://theconversation.com/yes-masks-reduce-the-risk-of-spreading-covid-despite-a-review-saying-they-dont-198992?utm_medium=Social&utm_source=Twitter#Echobox=1675714720-1
[1] https://twitter.com/MusingEducator/status/1622699500027478043
[1] https://edmontonjournal.com/opinion/columnists/opinion-its-up-to-albertans-to-protect-themselves-and-each-other-from-covid
[1] https://www.cbc.ca/news/opinion/opinion-masks-covid-19-coronavirus-1.5517912

Top URLs in Tweet in G10:
[4] https://www.wsj.com/articles/why-vaccine-skepticism-is-growing-on-the-right-anthony-fauci-misinformation-public-health-covid-pandemic-virus-11675625341
[3] https://twitter.com/mgmontini1/status/1622760595987603456/photo/1
[2] https://www.cpr.org/2023/02/03/colorado-long-covid-report/
[1] https://trib.al/cxxIWqb
[1] https://trib.al/zUX1vpN
[1] https://trib.al/hGlfUrz
[1] https://twitter.com/Thelmavrh/status/1622737625374240769/photo/1
[1] https://www.instagram.com/reel/CoVuUYUgbSx/?utm_source=ig_web_copy_link
[1] https://trib.al/2cdzSov
[1] https://twitter.com/MaureenLS/status/1622729125470371840/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1123] twitter.com
[62] trialsitenews.com
[42] 3.in
[39] substack.com
[35] rumble.com
[32] theconversation.com
[29] zerohedge.com
[29] youtube.com
[25] com.br
[22] thegatewaypundit.com

Top Domains in Tweet in G1:
[82] twitter.com
[44] trialsitenews.com
[11] substack.com
[5] eutimes.net
[2] cochranelibrary.com
[2] rumble.com
[2] forbes.com
[2] odysee.com
[1] beckernews.com
[1] nypost.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[75] twitter.com
[9] trendzmaster.com
[8] zerohedge.com
[7] substack.com
[5] com.br
[5] my.id
[5] thegatewaypundit.com
[4] japalpilpa.com
[4] welovetrump.com
[4] eutimes.net

Top Domains in Tweet in G4:
[60] twitter.com
[11] news-medical.net
[9] nature.com
[8] youtube.com
[3] rumble.com
[2] ac.uk
[2] theguardian.com
[2] thenation.com
[2] prb.org
[2] jamanetwork.com

Top Domains in Tweet in G5:
[8] thegatewaypundit.com
[6] twitter.com
[1] health.com
[1] nytimes.com
[1] physiciansforinformedconsent.org
[1] house.gov
[1] theepochtimes.com
[1] thedrive.com
[1] texas.gov
[1] trialsitenews.com

Top Domains in Tweet in G6:
[13] twitter.com
[8] sharylattkisson.com
[3] trialsitenews.com
[1] travelweekly.com
[1] 3.in
[1] theepochtimes.com
[1] judicialwatch.org
[1] rumble.com
[1] thedcpatriot.com
[1] zerohedge.com

Top Domains in Tweet in G7:
[20] twitter.com
[4] substack.com
[3] tnc.news
[3] rumble.com
[2] hartgroup.org
[1] trialsitenews.com
[1] uconn.edu
[1] newspunch.com
[1] nih.gov
[1] brightlightnews.com

Top Domains in Tweet in G8:
[2] thegatewaypundit.com
[2] twitter.com
[2] nypost.com
[2] expose-news.com
[1] substack.com
[1] icandecide.org
[1] frontline.news

Top Domains in Tweet in G9:
[28] theconversation.com
[17] twitter.com
[3] edmontonjournal.com
[2] cdc.gov
[1] cbc.ca
[1] nih.gov
[1] co.nz
[1] npr.org
[1] washingtonpost.com
[1] fortune.com

Top Domains in Tweet in G10:
[27] twitter.com
[4] trib.al
[4] wsj.com
[2] cpr.org
[1] instagram.com
[1] speaker.gov
[1] foxnews.com
[1] informnny.com
[1] msn.com
[1] urbandictionary.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[88] covid
[78] longcovid
[66] covid19
[25] covid_19
[25] covidisntover
[21] twitterfiles
[21] primeandspike
[17] masks
[17] vaccine
[15] deprem



Top Hashtags in Tweet in G1:
[2] warcrimes
[2] tribunal
[1] dod
[1] prmontagnier
[1] covid
[1] myocarditis
[1] sideeffects

Top Hashtags in Tweet in G3:
[14] covid19
[6] covid
[5] virus
[5] news
[5] biden
[5] vaccine
[4] japalpilpa
[4] breakingnews
[4] breaking
[4] twitterfiles

Top Hashtags in Tweet in G4:
[34] longcovid
[8] covid
[3] sars2
[3] longcovidschandaal
[2] recovery
[2] bringbackmasks
[2] organdamage
[2] covidisairborne
[2] las7capas
[2] vaccinesplus

Top Hashtags in Tweet in G5:
[1] picphysicians
[1] covid19
[1] vaccinemandates
[1] suddendeaths2023
[1] suddendeath
[1] suddenly

Top Hashtags in Tweet in G6:
[3] covid19
[2] anthonyfauci
[1] vaccinemandates
[1] naturalimmunity

Top Hashtags in Tweet in G7:
[2] roundingtheearth
[1] pfertility
[1] directedevolution

Top Hashtags in Tweet in G8:
[1] truthwins
[1] excessdeaths
[1] vaccine
[1] diedsuddenly

Top Hashtags in Tweet in G9:
[16] masks
[8] cochranereview
[2] covid19
[2] mecfs
[2] covid19qld
[2] coralprincess
[2] cruiseship
[2] longcovid
[1] cochrane
[1] emperorsnewclothes

Top Hashtags in Tweet in G10:
[6] vaccine
[5] pfizer
[4] covid
[2] ny21
[2] lies
[1] vaccinemandates
[1] wallstreetjournal
[1] vaccineinjuries
[1] vaccinesideeffects
[1] commonground

Top Words
Top Words in Tweet in Entire Graph:
[5306] covid
[1502] 19
[859] vaccine
[531] people
[433] healthbyjames
[406] school
[386] mandate
[381] high
[355] young
[340] experience

Top Words in Tweet in G1:
[493] covid
[388] healthbyjames
[312] vaccine
[280] 19
[209] breaking
[128] urgent
[82] study
[66] group
[64] found
[61] phds

Top Words in Tweet in G2:
[327] high
[327] school
[327] covid
[326] girlfriend
[326] 19
[326] young
[326] dicaprio
[326] leonardo
[326] experience
[326] interrupted

Top Words in Tweet in G3:
[309] covid
[83] 19
[31] vaccine
[29] pfizer
[26] long
[19] research
[18] vaccines
[17] more
[15] people
[14] time

Top Words in Tweet in G4:
[328] covid
[67] long
[51] 19
[46] people
[42] enemyinastate
[41] study
[40] face
[35] masks
[35] brain
[34] #longcovid

Top Words in Tweet in G5:
[217] covid
[116] nyc
[115] gatewaypundit
[110] schools
[110] refusing
[110] mandate
[110] fired
[109] illegals
[109] teachers
[109] allowed

Top Words in Tweet in G6:
[185] covid
[126] mandate
[124] repthomasmassie
[111] air
[102] vax
[99] united
[99] states
[99] travelers
[98] vote
[98] foreign

Top Words in Tweet in G7:
[95] covid
[42] 19
[29] vaccine
[27] rwmalonemd
[25] public
[25] health
[20] pfizer
[17] 11
[16] 2023
[16] intent

Top Words in Tweet in G8:
[125] covid
[96] vaccine
[59] 19
[55] down
[50] using
[50] jamiesale
[50] injuries
[50] being
[49] trucks
[49] street

Top Words in Tweet in G9:
[109] covid
[40] masks
[40] review
[34] risk
[32] reduce
[31] despite
[29] yes
[29] spreading
[29] conversationedu
[28] saying

Top Words in Tweet in G10:
[69] covid
[23] trump
[18] biden
[17] speakermccarthy
[16] debt
[16] housegop
[15] crisis
[14] foxnews
[11] democrats
[10] 19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1488] covid,19
[367] 19,vaccine
[334] high,school
[329] interrupted,covid
[329] dicaprio,girlfriend
[329] experience,interrupted
[329] leonardo,dicaprio
[329] school,experience
[329] young,high
[329] girlfriend,young

Top Word Pairs in Tweet in G1:
[280] covid,19
[182] 19,vaccine
[147] healthbyjames,breaking
[114] healthbyjames,urgent
[63] study,found
[61] found,educated
[61] phds,study
[61] vaccine,hesitant
[61] hesitant,group
[61] urgent,vaccine

Top Word Pairs in Tweet in G2:
[327] high,school
[326] girlfriend,young
[326] interrupted,covid
[326] covid,19
[326] experience,interrupted
[326] young,high
[326] dicaprio,girlfriend
[326] school,experience
[326] leonardo,dicaprio
[325] rohitakadambi,leonardo

Top Word Pairs in Tweet in G3:
[82] covid,19
[20] long,covid
[15] covid,vaccine
[14] pfizer,moderna
[14] moderna,covid
[10] 19,vaccines
[9] simple,steps
[9] reduce,long
[9] steps,reduce
[9] suggests,simple

Top Word Pairs in Tweet in G4:
[50] covid,19
[41] long,covid
[24] study,shows
[22] working,covid
[22] staff,working
[22] 19,wards
[17] dgurdasani1,tigresseleanor
[17] gt,20
[17] antonio_caramia,dgurdasani1
[16] weselymd,brain

Top Word Pairs in Tweet in G5:
[110] fired,refusing
[109] covid,mandate
[109] nyc,teachers
[109] proof,immunizations
[109] refusing,covid
[109] schools,proof
[109] allowed,schools
[109] teachers,fired
[109] illegals,allowed
[109] mandate,illegals

Top Word Pairs in Tweet in G6:
[100] covid,vax
[99] united,states
[99] air,travelers
[98] vax,mandate
[97] travelers,united
[97] foreign,air
[97] vote,repeal
[97] mandate,foreign
[97] states,scheduled
[97] repeal,covid

Top Word Pairs in Tweet in G7:
[42] covid,19
[22] public,health
[16] 2023,actually
[16] 11,2023
[16] end,11
[16] ending,usg
[16] usg,covid
[16] actually,mean
[16] intent,end
[16] 19,public

Top Word Pairs in Tweet in G8:
[59] covid,19
[50] 19,vaccine
[49] vaccine,being
[49] injuries,covid
[49] using,trucks
[49] displayed,canada
[49] publicly,displayed
[49] trucks,driving
[49] canada,using
[49] down,street

Top Word Pairs in Tweet in G9:
[29] reduce,risk
[29] risk,spreading
[28] spreading,covid
[28] review,saying
[27] covid,despite
[24] masks,reduce
[20] yes,masks
[20] despite,review
[16] saying,conversationedu
[15] cochrane,review

Top Word Pairs in Tweet in G10:
[10] covid,19
[8] debt,mismanaged
[8] bottom,line
[8] republicans,under
[8] resulting,economic
[8] covid,resulting
[8] line,republicans
[8] ran,debt
[8] under,trump
[8] recklessly,ran

Top Replied-To
Top Replied-To in Entire Graph:
@healthbyjames
@jim_jordan
@covid_parent
@whitehouse
@elonmusk
@cdcgov
@ampincivero
@jeromeadamsmd
@potus
@speakermccarthy

Top Replied-To in G1:
@healthbyjames
@saltycracker9
@choochiano1968
@dellydismantled
@michaelpsenger
@ratioscientiae
@_saintete_pepe_
@tatiann69922625
@excited_gerbil
@chepoteam

Top Replied-To in G4:
@ampincivero
@potus
@qkate
@elijahschaffer
@dave_eby
@ahandvanish
@marcusfitzsimon
@drsajumathew
@scottadamssays
@greg_travis

Top Replied-To in G5:
@marshablackburn
@emmahorvath9
@natashafiona46
@mysticmojo
@aviation_intel
@muellershewrote
@gregabbott_tx
@theinsiderpaper
@jreinermd

Top Replied-To in G6:
@repthomasmassie
@kirkpwatson
@flyinglandleech
@replisamcclain
@waxliberty
@charliekirk11
@ldndiscourse
@judithwallon

Top Replied-To in G7:
@rwmalonemd
@top_muppetries
@mendax48989587
@allbitenobark88
@spiro_ghost
@ktownwldd
@jamesmi98842928
@lorenzostroe
@farvesswlnprst8
@maajidnawaz

Top Replied-To in G8:
@truejmitchell
@immeme0
@catturd2
@kadamsuperstar
@americansfordem

Top Replied-To in G9:
@cdcgov
@globalbiosec
@conversationedu
@heysciencesam
@sabivm
@vprasadmdmph
@dfisman
@fclcc3475
@notonmywatchfyi
@noxcato

Top Replied-To in G10:
@speakermccarthy
@senthomtillis
@thestoicrook
@hannibalchris
@bretbaier
@maureenls
@repstefanik
@foxnews
@housegop
@whitegoodman00

Top Mentioned
Top Mentioned in Entire Graph:
@healthbyjames
@rohitakadambi
@gatewaypundit
@repthomasmassie
@robertkennedyjr
@jamiesale
@mtaibbi
@enemyinastate
@repboebert
@weselymd

Top Mentioned in G1:
@healthbyjames
@stkirsch
@michaelpsenger
@_aussie17
@leadingreport
@silvano_trotta
@notbilly
@censored4sure
@gatewaypundit
@mark39565664

Top Mentioned in G2:
@rohitakadambi

Top Mentioned in G3:
@thierrygallet1
@bannedmamajug
@allentien
@elamerican_
@saintjack94
@mistoria_natume
@thedkjr
@coachcurtis42
@bdubs1776

Top Mentioned in G4:
@enemyinastate
@weselymd
@meetjess
@potus
@dgurdasani1
@youtube
@yaneerbaryam
@tigresseleanor
@beattrice_
@longcovidkids

Top Mentioned in G5:
@gatewaypundit
@repboebert
@dc_draino
@healthbyjames
@marshablackburn
@theinsiderpaper
@drsimonegold
@picphysicians
@justin_hart
@kevinbardosh

Top Mentioned in G6:
@repthomasmassie
@sharylattkisson
@repkatcammack
@charliekirk11
@rmconservative
@healthbyjames
@judicialwatch
@jessicaledezmam
@kirkpwatson
@warrendavidson

Top Mentioned in G7:
@rwmalonemd
@project_veritas
@pfizer
@truenorthcentre
@jamesmelville
@cosmindzs
@fynnderella1
@backtolife_2023
@america1stlegal
@sophiadahl1

Top Mentioned in G8:
@jamiesale
@immeme0
@catturd2
@emeraldrobinson
@texasrepublic71
@icandecide
@jimfergusonuk
@gatewaypundit
@pfizer
@robertkennedyjr

Top Mentioned in G9:
@conversationedu
@globalbiosec
@dfisman
@unsw
@vprasadmdmph
@amandalhu
@jvipondmd
@trishgreenhalgh
@gosiagasperophd

Top Mentioned in G10:
@housegop
@foxnews
@speakermccarthy
@rob_roos
@tuckercarlson
@dinellafrank
@senategop
@govmurphy
@wsj
@philmurphy

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@jurylady5
@debesleerlo
@phildecarolis
@telesurtv
@lizditz
@el_universal_mx
@lyndae222
@toicitiesnews
@personalfitnes3

Top Tweeters in G1:
@losemarrp
@teppdude
@lucmatte9
@pixiedust5135
@ihatethemedia
@rk55mk
@pasqueflower19
@shecyclesnbi
@daweave
@dalissime401

Top Tweeters in G2:
@yohandavin
@mf_ninja
@scratchinpro
@nkengkun
@loofranchot
@fiftherrera
@_myhcklbrrynmfa
@annaislazyx
@zombigoast
@ktgnii

Top Tweeters in G3:
@debesleerlo
@toicitiesnews
@personalfitnes3
@fxbooklttg
@allentien
@tian_a1
@nobita0807d
@knowmadyash
@iggy
@observadoruy

Top Tweeters in G4:
@b1e56df9ce6549f
@overunderclover
@upschittscreek1
@klhoughton
@micheal_olainn
@bethechange1682
@marcusfitzsimon
@shaboom
@caropgr6
@dani_bella_rina

Top Tweeters in G5:
@usvetram
@patriciascrens1
@donbeckbronzes
@imforyouamerica
@kjusticemotors
@dawnstutesman
@lorrainecaracc1
@katgrneyes
@muellershewrote
@fauto559

Top Tweeters in G6:
@phildecarolis
@pedros52
@lawyer4laws
@brendag38323989
@kjon1234561234
@jaynemachacek
@nadia1monteiro
@epochtimes
@sophie55179587
@sbprice

Top Tweeters in G7:
@alykhansatchu
@kathy19090674
@tpmpeiser
@joe_warmington
@backtolife_2023
@michaelpbreton
@rupasubramanya
@sophiadahl1
@snorman1776
@tymesnow

Top Tweeters in G8:
@nypost
@castlewalls2
@stewbiedoobydo
@patriciawilhoit
@justine01848685
@gingy4usa
@kbackous
@eddiecoke
@sadboixtreem
@jamiearrington

Top Tweeters in G9:
@bobduff1
@pablotopo
@democat46
@coonavass
@jchimselfbigpo2
@rexannakeats
@unknownoutrider
@milkrun
@glengyron
@mec1948

Top Tweeters in G10:
@lyndae222
@rhonda_harbison
@foxnews
@wsj
@joycebruns
@anotherspaniel
@brayleegirlk
@david4potus2020
@oann
@purina


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