tcot, Twitter, 11/30/2022 4:36:59 AM, 285153


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tcot_2022-11-29_20-30-40.xlsx
tcot_2022-11-29_20-30-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2022
Short Description:
tcot via NodeXL https://bit.ly/3ENbC2Y
@marypatriott
@elonmusk
@paulfreid5
@bozieg1
@realdonaldtrump
@amuse
@gop
@gopleader
@joevisconti
@markwatermaker

Top hashtags:
#tcot
#maga
#ccot
#gop
#tlot
#p2
#pjnet
#blueanon
#foxnews
#foxandfriends

Description:
Description
The graph represents a network of 1,250 Twitter users whose tweets in the requested range contained "tcot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 November 2022 at 04:33 UTC.

The requested start date was Wednesday, 30 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 16-hour, 34-minute period from Wednesday, 16 November 2022 at 01:21 UTC to Tuesday, 29 November 2022 at 17:55 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

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 : 1250
Unique Edges : 840
Edges With Duplicates : 3153
Total Edges : 3993
Number of Edge Types : 5
Retweet : 851
MentionsInRetweet : 1094
Mentions : 902
Replies to : 190
Tweet : 956
Self-Loops : 1055
Reciprocated Vertex Pair Ratio : 0.0185317177476835
Reciprocated Edge Ratio : 0.0363890832750175
Connected Components : 170
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 598
Maximum Edges in a Connected Component : 2148
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.327059
Graph Density : 0.00091529223378703
Modularity : 0.345487
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,250 Twitter users whose tweets in the requested range contained "tcot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 November 2022 at 04:33 UTC.

The requested start date was Wednesday, 30 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 16-hour, 34-minute period from Wednesday, 16 November 2022 at 01:21 UTC to Tuesday, 29 November 2022 at 17:55 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : tcot
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:
[56] https://www.armstrongeconomics.com/world-news/climate/why-climate-change-is-a-fraud/
[10] https://rspradio1.com
[9] https://winteryknight.com/2022/11/17/survey-of-scientific-literature-finds-that-children-need-their-mom-for-first-3-years-4/
[8] https://www.cal-catholic.com/pellet-gun-attacks-outside-of-pro-life-clinics/
[7] https://theconservativetreehouse.com/blog/2022/11/27/covid-lockdown-horror-leads-to-massive-uprisings-and-protests-in-china/?utm_source=rss&utm_medium=rss&utm_campaign=covid-lockdown-horror-leads-to-massive-uprisings-and-protests-in-china
[7] http://womenspowerbook.org/articles/state-of-indian-state-scant-thinkers-philosophers-corruptions-epidemics-dalits-solving-making-world-leader-india-rape-parliament-india-1.htm#.UecR9211eE8
[6] http://proof-proofpositive.blogspot.com/2022/11/rosemary-for-remembrance.html
[6] https://republicandaily.com/2022/11/in-horrific-move-irans-parliament-votes-to-execute-15000-protestors-to-teach-hard-lesson-2/
[5] http://badblue.com/trendr8.htm
[5] https://www.lifesitenews.com/news/parents-of-miscarried-babies-slam-uk-newspaper-over-misleading-images-of-preborn-children/?utm_source=daily-world-2022-11-25

Top URLs in Tweet in G1:
[4] https://www.foxnews.com/media/sean-duffy-what-havent-we-had-shortage-under-biden
[2] https://nypost.com/2022/11/27/the-left-throws-a-tantrum-as-elon-musk-reverses-censorship-on-twitter/
[1] https://twitter.com/ChuckCallesto/status/1594349183842000896
[1] https://twitter.com/fuctmind/status/1594351751246798849
[1] https://www.breitbart.com/politics/2022/11/19/fact-check-ap-falsely-claims-no-evidence-exists-joe-and-hunter-biden-spoke-about-foreign-business-deals/
[1] https://justthenews.com/politics-policy/elections/arizona-ag-opens-inquiry-maricopa-county-election-irregularities-possible
[1] https://twitter.com/TedNugent/status/1594399883913330689
[1] https://www.reuters.com/world/us/arizona-attorney-general-wants-report-voting-machine-problems-2022-11-20/
[1] https://thefederalist.com/2022/11/21/scrutinizing-arizonas-election-administration-does-not-make-kari-lake-an-election-denier/
[1] https://www.mirror.co.uk/news/world-news/death-boy-14-three-weeks-28552475

Top URLs in Tweet in G2:
[1] https://twitter.com/i/lists/1595708685292081154
[1] https://twitter.com/christiscoming5/status/1597457931657965568

Top URLs in Tweet in G3:
[1] https://twitter.com/RonFilipkowski/status/1594772951613710339
[1] https://www.newsweek.com/kanye-west-trump-screaming-me-mar-lago-2024-meeting-1762251?utm_source=Flipboard&utm_medium=App&utm_campaign=Partnerships
[1] https://www.cosmopolitan.com/politics/a8353161/donald-trump-sexual-attraction-ivanka-trump/
[1] https://www.cnn.com/2022/11/15/politics/fact-check-trump-announcement-speech-2024/index.html
[1] https://twitter.com/InspiringU2/status/1594011632673427457
[1] https://twitter.com/Texas_Made956/status/1597295985348476930
[1] https://conservativefiringline.com/analysis-msnbc-still-official-network-of-liberal-rage-hate-stupid-lying-liberal-propaganda-video/
[1] http://gelbspanfiles.com/?p=14609

Top URLs in Tweet in G4:
[3] https://www.breitbart.com/politics/2022/11/28/white-house-ignores-chinas-violent-crackdowns-delayed-statement-supporting-right-protest/
[3] https://www.breitbart.com/clips/2022/11/17/raskin-on-january-6-trump-thought-he-would-enter-the-capitol-like-mussolini/
[2] https://www.foxnews.com/politics/ag-garland-names-special-counsel-investigate-trump-mar-a-lago-documents-jan-6
[2] https://www.breitbart.com/politics/2022/11/22/twitter-fact-checks-joe-bidens-bogus-claim-on-lowering-the-deficit/
[2] https://www.breitbart.com/politics/2022/11/23/report-biden-is-cutting-medicare-benefits-thru-inflation-reduction-act/
[1] https://twitter.com/sayitnspinit/status/1593356901395439617
[1] https://twitter.com/Belinda71555585/status/1593085014652071936
[1] https://twitter.com/DineshDSouza/status/1593616294863147009
[1] https://www.foxnews.com/politics/ice-contradicts-san-franciscos-reason-denying-interview-pelosi-attack-suspect
[1] https://twitter.com/HouseGOP/status/1593253229747265545

Top URLs in Tweet in G5:
[10] https://rspradio1.com
[7] http://womenspowerbook.org/articles/state-of-indian-state-scant-thinkers-philosophers-corruptions-epidemics-dalits-solving-making-world-leader-india-rape-parliament-india-1.htm#.UecR9211eE8
[5] http://badblue.com/trendr8.htm
[3] http://www.futuredanger.com#UNREASONABLE-SEARCH-&-SEIZURE-NORMALIZED
[3] https://thepatriotfactor.blogspot.com/2022/11/op-ed-voting-sanctity-and-integrity.html
[2] https://www.secretballotatrisk.org/
[2] http://www.futuredanger.com#NEWS-BLATANTLY-CENSORED
[2] http://nebula.wsimg.com/25a6b5df5025d2bef281c2480efd7aa9?AccessKeyId=B6A0E2535C01C341D753&disposition=0&alloworigin=1
[2] http://www.myslantonthings.com/
[1] https://memes4jesus.com/lovely-christmas-craft-paper/

Top URLs in Tweet in G6:
[4] https://www.timgamble.com/2022/11/fun-gifts-for-conspiracy-theorist-in.html
[3] https://www.timgamble.com/2014/11/the-great-thanksgiving-hoax.html
[3] https://www.amazon.com/gp/product/B002H0H310?th=1&linkCode=sl1&tag=timg0a-20&linkId=71a99a5151ff9b8644c2387e33878e02&language=en_US&ref_=as_li_ss_tl
[3] https://www.dystopiansurvival.com/2022/11/how-to-prepare-for-end-of-cash.html
[2] https://www.timgamble.com/2013/11/george-washingtons-thanksgiving.html
[2] https://www.dystopiansurvival.com/2022/11/great-gift-ideas-to-promote-self.html
[2] https://www.timgamble.com/2022/11/facing-up-to-china-threat.html
[2] https://www.dystopiansurvival.com/2022/11/the-survivalists-stockpile-wd-40-and.html
[2] https://www.amazon.com/gp/product/1602399840?ie=UTF8&linkCode=sl1&tag=timg0a-20&linkId=35c64b9a1c61a010cdd57e0acd9939e6&ref_=as_li_ss_tl
[2] https://www.amazon.com/Rebellion-Tyrants-Obedience-Franklin-T-Shirt/dp/B07NCTRK3R?customId=B0753882Y7&th=1&psc=1&linkCode=sl1&tag=timg0a-20&linkId=9dd3545f3c8fe0a6fcb0e757a5ad6063&ref_=as_li_ss_tl

Top URLs in Tweet in G7:
[9] https://winteryknight.com/2022/11/17/survey-of-scientific-literature-finds-that-children-need-their-mom-for-first-3-years-4/
[8] https://www.cal-catholic.com/pellet-gun-attacks-outside-of-pro-life-clinics/
[7] https://theconservativetreehouse.com/blog/2022/11/27/covid-lockdown-horror-leads-to-massive-uprisings-and-protests-in-china/?utm_source=rss&utm_medium=rss&utm_campaign=covid-lockdown-horror-leads-to-massive-uprisings-and-protests-in-china
[6] http://proof-proofpositive.blogspot.com/2022/11/rosemary-for-remembrance.html
[6] https://republicandaily.com/2022/11/in-horrific-move-irans-parliament-votes-to-execute-15000-protestors-to-teach-hard-lesson-2/
[5] https://www.cal-catholic.com/hobbs-new-mexico-becomes-pro-life-sanctuary/
[5] https://winteryknight.com/2022/11/22/cbs-news-admits-hunter-biden-laptop-is-authentic-2-years-after-new-york-post-broke-the-story/
[5] http://www.danielgreenfield.org/2022/11/voters-arent-choosing-dems-dems-are.html
[5] https://www.lifesitenews.com/news/parents-of-miscarried-babies-slam-uk-newspaper-over-misleading-images-of-preborn-children/?utm_source=daily-world-2022-11-25
[3] https://lifenews.com/

Top URLs in Tweet in G8:
[1] https://twitter.com/Belkis09554822/status/1595718565889544193
[1] https://twitter.com/ceI__mates/status/1595470017650634753
[1] https://twitter.com/RTFKT_f/status/1595308615576846336
[1] https://twitter.com/RTFKT_f/status/1595308109790031872
[1] https://twitter.com/Loie_Hollowell/status/1594743414721236993
[1] https://twitter.com/azuIkiofficiaI/status/1594352113727176704
[1] https://twitter.com/yugasIabs/status/1593018681218723842

Top URLs in Tweet in G9:
[55] https://www.armstrongeconomics.com/world-news/climate/why-climate-change-is-a-fraud/
[5] https://www.sott.net/article/334768-The-gender-identity-concept-came-from-a-pedophile-and-human-experimenter
[2] https://thefederalist.com/2019/10/15/why-sex-and-gender-are-not-two-different-things/
[1] https://republicbrief.com/schumer-forced-to-admit-trump-was-right-about-enormous-threat/
[1] https://www.msn.com/en-us/news/us/democrats-issue-fresh-calls-for-assault-weapons-ban-after-shooting-tragedies/ar-AA14BLtY?ocid=msedgdhp&pc=U531&cvid=42795b3c48484089a4e244ede90b79ad
[1] https://twitter.com/seanhannity/status/1593416217859362816
[1] https://twitter.com/ewarren/status/1594815827961847808
[1] https://twitter.com/lavern_spicer/status/1594851839442386944
[1] https://twitter.com/TomFitton/status/1595167220413665283
[1] https://twitter.com/DarrellIssa/status/1595217374151839744

Top URLs in Tweet in G10:
[1] https://twitter.com/PierrePoilievre/status/1593259647787491329

Top Domains
Top Domains in Tweet in Entire Graph:
[339] twitter.com
[96] dailysign.al
[56] armstrongeconomics.com
[39] amazon.com
[37] reddit.com
[33] breitbart.com
[20] youtube.com
[19] theconservativetreehouse.com
[15] winteryknight.com
[14] cal-catholic.com

Top Domains in Tweet in G1:
[8] twitter.com
[7] foxnews.com
[3] theepochtimes.com
[2] nypost.com
[1] breitbart.com
[1] justthenews.com
[1] reuters.com
[1] thefederalist.com
[1] co.uk
[1] theblaze.com

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

Top Domains in Tweet in G3:
[3] twitter.com
[1] newsweek.com
[1] cosmopolitan.com
[1] cnn.com
[1] conservativefiringline.com
[1] gelbspanfiles.com

Top Domains in Tweet in G4:
[31] breitbart.com
[17] twitter.com
[3] foxnews.com
[1] theepochtimes.com
[1] et.al
[1] dailycaller.com
[1] co.uk

Top Domains in Tweet in G5:
[10] rspradio1.com
[9] twitter.com
[9] redbubble.com
[7] womenspowerbook.org
[7] academia.org
[6] futuredanger.com
[5] badblue.com
[4] amazon.com
[3] memes4jesus.com
[3] constantcontact.com

Top Domains in Tweet in G6:
[39] twitter.com
[35] amazon.com
[14] timgamble.com
[12] dystopiansurvival.com
[3] youtube.com
[2] nypost.com
[2] warroom.org
[2] ktla.com
[2] townhall.com
[1] genzconservative.com

Top Domains in Tweet in G7:
[19] theconservativetreehouse.com
[15] winteryknight.com
[14] cal-catholic.com
[6] blogspot.com
[6] republicandaily.com
[5] babylonbee.com
[5] danielgreenfield.org
[5] lifesitenews.com
[4] lifenews.com
[3] stellasplace1.com

Top Domains in Tweet in G8:
[7] twitter.com

Top Domains in Tweet in G9:
[66] twitter.com
[55] armstrongeconomics.com
[5] sott.net
[2] msn.com
[2] thefederalist.com
[1] republicbrief.com
[1] wsj.com
[1] freerepublic.com
[1] dailysignal.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1624] tcot
[596] maga
[487] ccot
[416] gop
[351] tlot
[248] p2
[161] pjnet
[89] blueanon
[88] foxnews
[87] foxandfriends



Top Hashtags in Tweet in G1:
[110] tcot
[13] maga
[4] liar
[4] groomer
[3] mtga
[2] muskphone
[2] morelyingliarsreadytolie
[2] sandycortez
[2] tbt
[2] gop

Top Hashtags in Tweet in G2:
[28] tcot
[11] maga
[11] ccot
[3] us
[3] censored
[2] resist
[2] trump
[2] usa
[2] patriots
[2] christians

Top Hashtags in Tweet in G3:
[194] gop
[186] tcot
[177] p2
[177] tlot
[164] maga
[163] ccot
[5] goo
[4] hypocrite
[3] republicans
[2] trumpannouncement

Top Hashtags in Tweet in G4:
[67] tcot
[61] ccot
[50] wakeupamerica
[47] lnyhbt
[43] conservatives
[19] bidenlied
[4] foxnews
[3] crt
[2] wakepamerica
[2] wakeupameica

Top Hashtags in Tweet in G5:
[133] tcot
[16] pjnet
[15] maga
[13] factor
[13] tcot_talknlisten
[9] trump
[8] usa
[7] gop
[7] obama
[7] aurobindo

Top Hashtags in Tweet in G6:
[154] tcot
[110] maga
[62] ccot
[47] gop
[40] prepper
[23] politics
[21] news
[18] survival
[17] preppers
[16] family

Top Hashtags in Tweet in G7:
[95] tcot
[95] ccot
[52] renewus
[30] god
[24] bible
[14] thanksgiving
[13] prolife
[11] psalms
[9] jesus
[9] advent

Top Hashtags in Tweet in G8:
[1] networking
[1] traduzione

Top Hashtags in Tweet in G9:
[108] tcot
[73] blueanon
[72] wiright
[59] climatescam
[15] wipolitics
[10] letsgobrandon
[5] americans
[4] trump
[4] maga
[4] climate

Top Hashtags in Tweet in G10:
[5] cdnpoli
[4] tcot
[2] merrychristmas
[2] northernireland
[2] canadians
[2] uspoli
[1] iran
[1] uk
[1] usa
[1] caaada

Top Words
Top Words in Tweet in Entire Graph:
[1625] #tcot
[597] #maga
[487] #ccot
[417] #gop
[351] #tlot
[246] #p2
[188] wrong
[170] years
[168] people
[161] #pjnet

Top Words in Tweet in G1:
[139] marypatriott
[110] #tcot
[47] people
[30] lying
[26] again
[21] potus
[21] trump
[21] realdonaldtrump
[20] news
[19] biden

Top Words in Tweet in G2:
[70] voting
[69] amuse
[44] needs
[35] gop
[35] managed
[35] ranked
[35] figure
[35] choice
[35] alaska
[35] lose

Top Words in Tweet in G3:
[194] #gop
[186] #tcot
[177] #tlot
[177] #p2
[164] #maga
[163] #ccot
[120] paulfreid5
[24] trump
[23] thanksgiving
[18] sniff

Top Words in Tweet in G4:
[67] #tcot
[61] #ccot
[50] #wakeupamerica
[47] #lnyhbt
[43] #conservatives
[34] corrupt
[24] lying
[22] liar
[21] biden
[19] #bidenlied

Top Words in Tweet in G5:
[133] #tcot
[24] tcot
[20] right
[20] patriots
[20] side
[16] #pjnet
[15] #maga
[13] guess
[13] #tcot_talknlisten
[13] #factor

Top Words in Tweet in G6:
[154] #tcot
[110] #maga
[62] #ccot
[47] #gop
[40] #prepper
[23] #politics
[21] #news
[19] gop
[19] cybershiki
[18] #survival

Top Words in Tweet in G7:
[95] #ccot
[95] #tcot
[94] maryfrommarin
[52] #renewus
[30] #god
[25] johncitysq
[25] publiusnv
[24] #bible
[16] carla_venezia
[15] maulden_jerry

Top Words in Tweet in G8:
[7] tcot_translator
[3] s_f1xed
[3] amanull666
[3] tamakikun15
[3] thegreat_jayson
[3] lexalex78
[3] dizard_official
[3] eusguy
[2] networking
[2] daeccellent1

Top Words in Tweet in G9:
[176] wrong
[127] years
[123] change
[123] fifty
[123] climate
[118] prediction
[117] scientists
[117] single
[116] past
[116] cult

Top Words in Tweet in G10:
[25] drgillleighton
[24] year
[20] need
[19] people
[19] 'flu
[19] masks
[19] think
[19] implications
[19] wear
[19] being

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[219] #tcot,#gop
[187] #ccot,#maga
[177] #gop,#p2
[177] #p2,#tlot
[170] #maga,#tcot
[163] #tlot,#ccot
[160] #tcot,#ccot
[153] #tcot,#tlot
[127] #tcot,#pjnet
[125] climate,change

Top Word Pairs in Tweet in G1:
[15] liars,lying
[15] prescribing,ivermectin
[15] cdc,fauci
[15] banning,doctors
[15] fauci,fda
[15] again,cdc
[15] wow,lying
[15] lying,liars
[15] people,banning
[15] fda,killed

Top Word Pairs in Tweet in G2:
[35] ranked,choice
[35] figure,ranked
[35] gop,needs
[35] managed,lose
[35] alaska,managed
[35] needs,figure
[35] voting,despite
[35] choice,voting
[35] republicans,voting
[35] voting,alaska

Top Word Pairs in Tweet in G3:
[177] #p2,#tlot
[177] #tcot,#gop
[177] #gop,#p2
[163] #tlot,#ccot
[162] #ccot,#maga
[12] hunter,biden
[10] thanksgiving,day
[10] words,wisdom
[10] republican,words
[10] wisdom,#tcot

Top Word Pairs in Tweet in G4:
[59] #tcot,#ccot
[43] #ccot,#wakeupamerica
[34] #wakeupamerica,#conservatives
[27] #conservatives,#lnyhbt
[13] corrupt,liar
[10] incompetent,lying
[10] ag,garland
[8] corrupt,lying
[7] biden,corrupt
[7] garland,corrupt

Top Word Pairs in Tweet in G5:
[20] right,side
[20] side,patriots
[13] #factor,#pjnet
[13] #pjnet,#tcot_talknlisten
[12] indefinitely,#tcot
[11] forever,#tcot
[10] #maga,#tcot
[7] valley,rely
[7] silicon,valley
[7] #tagore,uks

Top Word Pairs in Tweet in G6:
[54] #ccot,#tcot
[38] #maga,#tcot
[28] #tcot,#gop
[16] #news,#politics
[16] #tcot,#maga
[12] #maga,#ccot
[11] #prepper,#preppers
[10] #gop,#maga
[10] #politics,#maga
[9] donald,trump

Top Word Pairs in Tweet in G7:
[44] #tcot,#ccot
[33] #ccot,#tcot
[26] #tcot,#renewus
[25] #ccot,#renewus
[18] #renewus,#tcot
[16] maryfrommarin,#ccot
[15] #renewus,#god
[13] pro,life
[13] #tcot,#god
[11] #ccot,johncitysq

Top Word Pairs in Tweet in G8:
[3] dizard_official,s_f1xed
[3] thegreat_jayson,dizard_official
[3] lexalex78,thegreat_jayson
[3] eusguy,tamakikun15
[2] mahabur64536149,amanull666
[2] daeccellent1,glxcketh
[2] glxcketh,lexalex78
[2] moinul50,tcot_translator
[2] tcot_translator,maddie199105
[2] tamakikun15,cao35217413ahn

Top Word Pairs in Tweet in G9:
[123] fifty,years
[123] climate,change
[117] single,climate
[117] change,prediction
[117] prediction,scientists
[116] past,fifty
[116] scientists,past
[116] cult,single
[114] years,wrong
[72] #tcot,#wiright

Top Word Pairs in Tweet in G10:
[19] need,think
[19] wear,masks
[19] think,implications
[19] masks,during
[19] during,'flu
[19] season,year
[19] implications,being
[19] 'flu,season
[19] forced,wear
[19] people,need

Top Replied-To
Top Replied-To in Entire Graph:
@uniteblue
@andrewolundy1
@elonmusk
@realdonaldtrump
@chuckcallesto
@desertdog1178
@nodmsperfavore
@haruhi_luna
@redsteeze
@repandybiggsaz

Top Replied-To in G1:
@realdonaldtrump
@chuckcallesto
@stillgray
@jrpsaki
@leablackmiami
@ananavarro
@cbsnewspress
@aoc
@catturd2
@foxnews

Top Replied-To in G2:
@elonmusk
@chuckcallesto
@tedcruz
@conservmillen
@chris_liss
@amuse

Top Replied-To in G3:
@realdonaldtrump
@alexthomp
@repandybiggsaz
@laurenboebert
@repmtg
@karilake
@donaldjtrumpjr
@mattgaetz
@replouiegohmert
@repscottperry

Top Replied-To in G4:
@gop
@pyajlc
@repdancrenshaw
@geraldorivera
@kazweida

Top Replied-To in G6:
@epochtimes
@dubes123
@aoc
@foxnews
@gopleader
@marklevinshow
@elonmusk
@theblaze
@the_meghaning
@senategop

Top Replied-To in G9:
@andrewolundy1
@haruhi_luna
@nodmsperfavore
@joebiden
@powerlocks1
@housegop
@alabyolyde
@vp
@mcconnellpress
@brixwe

Top Mentioned
Top Mentioned in Entire Graph:
@marypatriott
@paulfreid5
@maryfrommarin
@amuse
@americanus_1775
@elonmusk
@thedemocrats
@adrian_fontes
@johncitysq
@publiusnv

Top Mentioned in G1:
@marypatriott
@potus
@realdonaldtrump
@jrpsaki
@votetrumppics
@chuckcallesto
@elonmusk
@gopleader
@stillgray
@collinrugg

Top Mentioned in G2:
@amuse
@elonmusk
@tomfitton
@chuckcallesto
@marypatriott
@tedcruz
@truethevote
@realdonaldtrump
@wef
@newtgingrich

Top Mentioned in G3:
@paulfreid5
@donaldjtrumpjr
@jim_jordan
@repmtg
@foxnews
@mattgaetz
@laurenboebert
@gopleader
@cnn
@msnbc

Top Mentioned in G4:
@bozieg1
@secdef
@genmark58870462
@tuckercarlson
@jessebwatters
@dbongino
@gopleader
@alimayorkas
@bucksexton
@repraskin

Top Mentioned in G5:
@bakkesteve

Top Mentioned in G6:
@cybershiki
@gop
@gopleader
@timgamblespeaks
@marypatriott
@housegop
@truthlafayette
@govrondesantis
@hardlinestance
@70sfilm

Top Mentioned in G7:
@maryfrommarin
@johncitysq
@publiusnv
@carla_venezia
@34fryingpana22
@maulden_jerry
@iotwclaudia
@arqahn
@loveamerica615
@winter

Top Mentioned in G8:
@tcot_translator
@lexalex78
@thegreat_jayson
@dizard_official
@s_f1xed
@eusguy
@tamakikun15
@amanull666
@moinul50
@maddie199105

Top Mentioned in G9:
@americanus_1775
@norussianbottt
@sirkodnap
@swipewright
@elonmusk
@andrewolundy1
@nra
@mrmeares
@signal_city
@jamesmelville

Top Mentioned in G10:
@drgillleighton
@pierrepoilievre
@rezamoridi
@melissalantsman

Top Tweeters
Top Tweeters in Entire Graph:
@bob_stinson1234
@jjauthor
@carrybeyond
@docwashburn
@guardian
@maegan_laporte
@bmangh
@jodotcom
@mjgranger1
@gesanda

Top Tweeters in G1:
@ingodidotrust
@pixiedust5135
@stillgray
@andyblandina
@lindagarriss
@amerigirltn
@crt39437
@gary9758
@ringo1256
@sthrnmomngram

Top Tweeters in G2:
@gesanda
@trumplar
@surfcityphoto
@aranom12
@jwarrenstokes
@jkdeppe
@beckybeck73
@okcfox
@wef
@thefiestyblonde

Top Tweeters in G3:
@mcnejames
@locou9
@mchovden1785
@barbaramain07
@foxnews
@cnn
@ronald_heine
@msnbc
@robersonma
@bryn32050638

Top Tweeters in G4:
@ap
@dianestraley
@gopgetabackbone
@45patriots
@judilynnmitche1
@dineshdsouza
@catturd2
@kazweida
@bonitawills
@maxoutrage

Top Tweeters in G5:
@unionbuster
@womenspowercen
@southsher
@ericontrarian
@almost_poetry_
@gennerd
@deal_leads_us
@geoff_ebooks
@rhetoricpj
@preppundit

Top Tweeters in G6:
@abc
@dwdrummer13
@epochtimes
@jaanbam
@benshapiro
@theblaze
@youcanfoolmost
@wiillsjd
@l0s4
@sebgorka

Top Tweeters in G7:
@docwashburn
@reneemccone
@loriblaney
@causeofourjoy
@iotwclaudia
@sdoceansea
@blueskies6123
@maryfrommarin
@leporegina
@maulden_jerry

Top Tweeters in G8:
@algafari_ola
@amanull666
@cryptoclimberu
@daeccellent1
@mahabur64536149
@gunguman
@moinul50
@jbciii799
@cao35217413ahn
@gregochnik

Top Tweeters in G9:
@feargalthecat
@nodmsperfavore
@climate_fact
@electphoney
@angelicuniverse
@jamesmelville
@brixwe
@swipewright
@evolvingmamma
@nra

Top Tweeters in G10:
@maegan_laporte
@lindcalgary
@rgame2
@edventure9
@c_hopp2014
@drgillleighton
@pinpuller
@bebe900
@leebend
@27deberne