tcot, Twitter, 12/28/2022 6:51:21 AM, 287113


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tcot_2022-12-27_20-30-40.xlsx
tcot_2022-12-27_20-30-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 28, 2022
Short Description:
tcot via NodeXL https://bit.ly/3I6qsVd
@marypatriott
@paulfreid5
@bozieg1
@elonmusk
@gopleader
@phil35521168
@leadermcconnell
@kingojungle
@mach1broker
@insiderdbk

Top hashtags:
#tcot
#ccot
#maga
#gop
#tlot
#p2
#resist
#pjnet
#theresistance
#uniteblue

Description:
Description
The graph represents a network of 1,269 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, 28 December 2022 at 04:33 UTC.

The requested start date was Wednesday, 28 December 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, 10-minute period from Wednesday, 14 December 2022 at 01:45 UTC to Tuesday, 27 December 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 : 1269
Unique Edges : 756
Edges With Duplicates : 3585
Total Edges : 4341
Number of Edge Types : 5
Retweet : 1014
MentionsInRetweet : 1366
Replies to : 170
Mentions : 1047
Tweet : 744
Self-Loops : 888
Reciprocated Vertex Pair Ratio : 0.0142566191446029
Reciprocated Edge Ratio : 0.0281124497991968
Connected Components : 172
Single-Vertex Connected Components : 81
Maximum Vertices in a Connected Component : 746
Maximum Edges in a Connected Component : 2763
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.327243
Graph Density : 0.000928473946797324
Modularity : 0.333394
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,269 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, 28 December 2022 at 04:33 UTC.

The requested start date was Wednesday, 28 December 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, 10-minute period from Wednesday, 14 December 2022 at 01:45 UTC to Tuesday, 27 December 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:
[10] https://proof-proofpositive.blogspot.com/2022/12/stephens-feast.html
[9] https://rspradio1.com
[8] 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
[8] https://iotwreport.com/the-christmas-card/
[7] https://babylonbee.com/news/congress-warns-of-government-shutdown-if-we-dont-fund-ukraine-by-friday
[7] https://www.lifenews.com/2022/12/19/abortion-activists-vandalize-another-pregnancy-center-have-attacked-over-50-this-year/#.Y6JMxpJjtE0.twitter
[6] https://www.amazon.com/stores/Mary-M.-Isaacs/author/B083V5N36L?ref=ap_rdr&store_ref=ap_rdr&isDramIntegrated=true&shoppingPortalEnabled=true#formatSelectorHeader
[6] https://invol.co/clfca64?url=https%3A%2F%2Fwww.tripadvisor.com%2FAttraction_Review-g60745-d142762-Reviews-Beacon_Hill-Boston_Massachusetts.html%2F#%2Fmedia-atf%2F142762%2F%3Falbumid%3D-160%26type%3D0%26category%3D-160
[5] https://amgreatness.com/2022/12/11/our-parasitic-generation/
[5] https://winteryknight.com/2022/12/16/will-the-real-intolerant-bigot-please-stand-up/

Top URLs in Tweet in G1:
[1] http://trumptradingcards.com
[1] https://twitter.com/PaulFreid5/status/1604101466045747200/photo/1
[1] https://twitter.com/Usernamesake/status/1604246630223515648
[1] https://twitter.com/PaulFreid5/status/1607175302534373379
[1] http://www.dailynewsbin.com/opinion/marco-rubio-finally-gets-an-endorsement-from-benghazi-loser-trey-gowdy/23364/
[1] https://twitter.com/mmpadellan/status/1606408337855324196
[1] https://twitter.com/realtuckfrumper/status/1605963010719502336
[1] https://twitter.com/trumpluvsobama/status/1605654271260622848
[1] https://apple.news/A5oOGgyVlTdCmXKAA4e6kFA
[1] https://twitter.com/teampelosi/status/1606401795743522827

Top URLs in Tweet in G2:
[5] https://dailycaller.com/2022/12/16/kari-lake-maricopa-county-ballots/
[3] https://thelibertydaily.com/35-year-old-chief-of-canadas-vaccine-rollout-dies-suddenly/
[3] https://nypost.com/2022/12/17/twitter-leadership-full-of-former-fbi-agents-linkedin-records-show/
[3] https://www.foxnews.com/us/bus-of-migrants-dropped-off-outside-vp-kamala-harriss-home
[2] https://bidenlaptopemails.com/
[2] https://theintercept.com/2022/12/20/twitter-dod-us-military-accounts/
[1] https://twitter.com/metalfirez/status/955517859991465984
[1] https://twitter.com/tomfitton/status/1603731657185497099
[1] https://dailycaller.com/2022/12/16/republicans-voted-against-reinstating-troops-vaccine/
[1] https://m.theepochtimes.com/mkt_app/twitter-suppressed-early-covid-19-treatment-information-and-vaccine-safety-concerns-cardiologist_4929265.html

Top URLs in Tweet in G3:
[1] https://www.dailysignal.com/2022/12/16/bidens-justice-department-sues-arizona-gov-ducey-building-border-wall/?utm_source=TDS_Email&utm_medium=email&utm_campaign=MorningBell&mkt_tok=ODI0LU1IVC0zMDQAAAGIvrnOy1GbZyoMPs05ol6Z49zFoV9L0Vh0h7eZJ-x2K_Ih9nKeiEa6vpw_KJEQjuMrOVt6ECUyX440FFm0xJ8fmG7KGWJosHi1sKk-sE84iXenGA
[1] https://www.foxnews.com/politics/republicans-respond-after-twitter-files-6-reveals-fbi-flagged-users-and-tweets
[1] https://www.freepressfail.com/2022/12/20/lol-this-lie-from-the-biden-administration-is-literally-unbelievable/
[1] https://www.dailysignal.com/2022/12/19/breaking-supreme-court-halts-expiration-title-42/?utm_source=TDS_Email&utm_medium=email&utm_campaign=MorningBell&mkt_tok=ODI0LU1IVC0zMDQAAAGIzizmX4LmLEDhXhaViwsHr4R562Z0Ptoc6yt3VN7h2ApHHwvUW08c1I-P3MjRmEPv2Xy87FHltVr0CZaZNYECx7VSH4uy5wL1k2GRnM60cb6ygw
[1] https://www.dailysignal.com/2022/12/12/doj-official-admits-targeting-pro-lifers-is-response-to-overturn-of-roe/?utm_source=TDS_Email&utm_medium=email&utm_campaign=MorningBell&mkt_tok=ODI0LU1IVC0zMDQAAAGIqiDBwPFuYyt3yEqaBv_L4u0X8CD-kzidHcstffTN8cee7XvXuvRcfxPc2lwgu6CBO6V2F5S3ge7aK7Ll0udrof0F864qB9mHoIvc9-QDMbszwA
[1] https://www.washingtonexaminer.com/restoring-america/faith-freedom-self-reliance/new-house-gop-majority-will-focus-on-economy
[1] https://www.dailysignal.com/2022/12/21/biden-administration-intentionally-unsecured-border-for-perceived-political-benefit-mark-morgan-says/?utm_source=TDS_Email&utm_medium=email&utm_campaign=MorningBell&mkt_tok=ODI0LU1IVC0zMDQAAAGI01NTtQVH_wTgBJhYvm_IN5fmEo_tITCRsr3MLewpqkeB-GngN0U1_ZQ0344IeL0wr2253WyNcO31F4eYbr8tENxXSQ4jSwTH14W74jFRIJXHQg
[1] https://www.newsmax.com/newsfront/pelosi-jan-6-security/2022/12/21/id/1101504/
[1] https://www.dailysignal.com/2022/12/12/unhappy-new-year-cbo-forecasts-poor-economy-soaring-deficits-in-2023/
[1] https://www.dailysignal.com/2022/12/12/transportation-chief-buttigieg-uses-taxpayer-funded-private-jets-despite-call-to-curb-carbon-emissions/?utm_source=TDS_Email&utm_medium=email&utm_campaign=CapitolBell&mkt_tok=ODI0LU1IVC0zMDQAAAGIrEMt9RWEyo18WEC7l0xmm3s6ob4AHK7SzrjdVfNvsffoPMh5RjO-61Akw1ln2nJvsF9v46zlqYBctc1dZDIie1nGR4Iq2vOPNbipcTp5M_mRGg

Top URLs in Tweet in G4:
[9] https://rspradio1.com
[8] 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
[4] https://www.awin1.com/cread.php?awinmid=20758&awinaffid=1044257&platform=sl&ued=https://www.canvaschamp.com
[3] https://order-order.com/2022/12/21/fbi-handed-twitter-3-5-million-to-take-down-accounts/
[2] https://06351-ymkhp-pecjcjytmq9q5e.hop.clickbank.net/?cbpage=trump2020keychain
[2] http://www.myslantonthings.com
[2] http://nebula.wsimg.com/629ace729d06ba08109d1b7a0a27f322?AccessKeyId=B6A0E2535C01C341D753&disposition=0&alloworigin=1
[2] http://www.myslantonthings.com/
[2] http://www.futuredanger.com#NEWS-BLATANTLY-CENSORED
[1] https://www.foxnews.com/media/cambridge-dictionary-changes-definition-man-woman-1984-supposed-manual

Top URLs in Tweet in G5:
[10] https://proof-proofpositive.blogspot.com/2022/12/stephens-feast.html
[8] https://iotwreport.com/the-christmas-card/
[7] https://www.lifenews.com/2022/12/19/abortion-activists-vandalize-another-pregnancy-center-have-attacked-over-50-this-year/#.Y6JMxpJjtE0.twitter
[7] https://babylonbee.com/news/congress-warns-of-government-shutdown-if-we-dont-fund-ukraine-by-friday
[6] https://www.amazon.com/stores/Mary-M.-Isaacs/author/B083V5N36L?ref=ap_rdr&store_ref=ap_rdr&isDramIntegrated=true&shoppingPortalEnabled=true#formatSelectorHeader
[5] https://winteryknight.com/2022/12/16/will-the-real-intolerant-bigot-please-stand-up/
[5] https://amgreatness.com/2022/12/11/our-parasitic-generation/
[3] https://theconservativetreehouse.com/blog/2022/12/21/unprecedented-migration-crisis-continues-as-white-house-must-replace-americans/?utm_source=rss&utm_medium=rss&utm_campaign=unprecedented-migration-crisis-continues-as-white-house-must-replace-americans
[3] https://theconservativetreehouse.com/blog/2022/12/22/egg-prices-surge-to-record-levels-as-christmas-grocery-prices-hit-consumers/?utm_source=rss&utm_medium=rss&utm_campaign=egg-prices-surge-to-record-levels-as-christmas-grocery-prices-hit-consumers
[2] https://winteryknight.com/2022/12/26/pro-abortion-tolerance-woman-arrested-for-praying-silently-outside-of-abortion-clinic/

Top URLs in Tweet in G6:
[3] https://www.breitbart.com/clips/2022/12/19/mark-levin-how-the-hell-do-you-not-appoint-a-special-counsel-to-investigate-joe-biden/
[2] https://www.breitbart.com/politics/2022/12/21/joe-biden-welcomes-ukrainian-president-volodymyr-zelensky-white-house-you-man-year/
[2] https://www.breitbart.com/politics/2022/12/20/mccarthy-supplants-mcconnell-grim-reaper-house-gop-leader-joins-threats-block-legislation-senate-republican-who-votes-omnibus/
[2] https://www.breitbart.com/politics/2022/12/14/oversight-republicans-launch-covid-origins-investigation-target-fauci-hhs-officials/
[1] https://www.breitbart.com/politics/2022/12/14/which-way-do-we-go-10-times-joe-biden-appeared-lost-in-public-view/
[1] https://twitter.com/DineshDSouza/status/1603096330909392903
[1] https://www.breitbart.com/europe/2022/12/14/ukraine-plea-for-aid-secures-extra-1-1-billion-as-u-s-readies-patriot-missiles/
[1] https://twitter.com/mail_american/status/1603529083404664835
[1] https://twitter.com/NickAdamsinUSA/status/1604910852779683840
[1] https://twitter.com/sayitnspinit/status/1604976206847377408

Top URLs in Tweet in G8:
[1] https://www.pastemagazine.com/
[1] https://twitter.com/i/lists/1595708685292081154?s=20
[1] https://twitter.com/1Commoner/status/1603411383772667904/photo/1

Top URLs in Tweet in G10:
[2] https://twitter.com/SteveSchmidtSES/status/1607366884906926080
[1] https://www.nbcnews.com/politics/congress/mcconnell-calls-diminished-trump-vows-not-bow-candidates-2024-rcna62870
[1] https://nypost.com/2022/12/19/rep-liz-cheney-calls-trump-unfit-for-any-office-at-jan-6-panel-meeting/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://twitter.com/angieesslinger/status/1602857925499813888
[1] https://twitter.com/CoLassociates/status/1602998970162286593
[1] https://twitter.com/cwolmak/status/1603767646641885184
[1] https://twitter.com/truthout/status/1604144012277211139
[1] https://twitter.com/kylegriffin1/status/1604114190460936193
[1] https://www.alternet.org/michael-steele-rnc/
[1] https://twitter.com/dailykos/status/1604107055832375296

Top Domains
Top Domains in Tweet in Entire Graph:
[243] twitter.com
[68] amazon.com
[48] anrdoezrs.net
[36] reddit.com
[34] youtube.com
[27] breitbart.com
[19] wordpress.com
[14] blogspot.com
[14] timgamble.com
[10] theconservativetreehouse.com

Top Domains in Tweet in G1:
[9] twitter.com
[4] apple.news
[1] trumptradingcards.com
[1] dailynewsbin.com
[1] wfla.com

Top Domains in Tweet in G2:
[7] dailycaller.com
[6] twitter.com
[6] nypost.com
[6] foxnews.com
[3] thelibertydaily.com
[2] bidenlaptopemails.com
[2] theintercept.com
[2] justthenews.com
[2] theblaze.com
[1] theepochtimes.com

Top Domains in Tweet in G3:
[23] twitter.com
[6] dailysignal.com
[4] americanthinker.com
[2] msn.com
[2] foxbusiness.com
[1] foxnews.com
[1] freepressfail.com
[1] washingtonexaminer.com
[1] newsmax.com
[1] facebook.com

Top Domains in Tweet in G4:
[36] reddit.com
[21] anrdoezrs.net
[16] twitter.com
[13] amazon.com
[10] awin1.com
[9] rspradio1.com
[8] womenspowerbook.org
[4] myslantonthings.com
[4] linksynergy.com
[3] youtube.com

Top Domains in Tweet in G5:
[12] blogspot.com
[10] theconservativetreehouse.com
[9] lifenews.com
[9] iotwreport.com
[8] babylonbee.com
[7] winteryknight.com
[7] amazon.com
[5] amgreatness.com
[3] lifesitenews.com
[1] youtube.com

Top Domains in Tweet in G6:
[24] breitbart.com
[15] twitter.com
[2] thehill.com
[1] et.al
[1] nypost.com
[1] dailysignal.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] pastemagazine.com

Top Domains in Tweet in G10:
[31] twitter.com
[1] nbcnews.com
[1] nypost.com
[1] alternet.org
[1] washingtonpost.com
[1] businessinsider.com
[1] indiatimes.com
[1] rawstory.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1654] tcot
[702] ccot
[546] maga
[468] gop
[434] tlot
[370] p2
[323] resist
[111] pjnet
[72] theresistance
[71] uniteblue



Top Hashtags in Tweet in G1:
[348] tcot
[324] ccot
[324] maga
[320] resist
[313] gop
[312] p2
[308] tlot
[23] americafirst
[23] trumptrain
[7] magats

Top Hashtags in Tweet in G2:
[140] tcot
[11] judasrepublicans
[10] liberalcrocodiletears
[7] bigot
[3] merrychristmas
[3] twitterfiles
[3] nra
[2] twitterfiles8
[2] anthonyfauci
[2] gross

Top Hashtags in Tweet in G3:
[184] tcot
[77] ccot
[76] pjnet
[31] democratshateamerica
[17] dnc
[15] truthx
[12] gop
[12] conservative
[12] democrats
[12] tlot

Top Hashtags in Tweet in G4:
[189] tcot
[38] tlot
[36] objectivism
[36] aynrand
[11] gop
[9] maga
[9] factor
[9] pjnet
[8] usa
[8] aurobindo

Top Hashtags in Tweet in G5:
[90] ccot
[90] tcot
[54] renewus
[18] bible
[13] jesus
[12] god
[11] prolife
[7] christmas
[5] advent
[4] gospelofjohn

Top Hashtags in Tweet in G6:
[68] tcot
[60] ccot
[54] wakeupamerica
[47] lnyhbt
[44] conservatives
[14] bidenlied
[5] consevatives
[4] illegalimmigration
[3] lnhbt
[3] cot

Top Hashtags in Tweet in G7:
[1] tcot
[1] acidattack
[1] hariharaveeramallu

Top Hashtags in Tweet in G8:
[18] tcot
[1] dogs
[1] humor
[1] election2024
[1] alcohol
[1] facts
[1] unitedstates

Top Hashtags in Tweet in G9:
[36] cnndebate
[1] tcot
[1] ronpaul

Top Hashtags in Tweet in G10:
[52] tcot
[51] tlot
[51] gop
[50] foxnews
[45] foxandfriends
[30] maga
[5] foxansfriends
[2] collegehumor
[1] moringjoe
[1] lol

Top Words
Top Words in Tweet in Entire Graph:
[1656] #tcot
[702] #ccot
[546] #maga
[467] #gop
[433] #tlot
[370] #p2
[323] #resist
[294] paulfreid5
[247] marypatriott
[175] trump

Top Words in Tweet in G1:
[348] #tcot
[324] #ccot
[324] #maga
[320] #resist
[313] #gop
[312] #p2
[308] #tlot
[292] paulfreid5
[101] trump
[54] collection

Top Words in Tweet in G2:
[232] marypatriott
[140] #tcot
[38] left
[37] elon
[32] vaccine
[29] hey
[27] more
[26] twitter
[25] fauci
[25] bc

Top Words in Tweet in G3:
[184] #tcot
[77] #ccot
[76] #pjnet
[58] thedemocrats
[54] adrian_fontes
[46] secretaryhobbs
[44] walshfreedom
[37] elonmusk
[31] #democratshateamerica
[27] phil35521168

Top Words in Tweet in G4:
[189] #tcot
[39] objectivism
[38] #tlot
[36] #objectivism
[36] #aynrand
[24] usa
[23] 100
[22] places
[22] best
[22] visit

Top Words in Tweet in G5:
[90] #ccot
[90] #tcot
[79] maryfrommarin
[54] #renewus
[48] christmas
[39] publiusnv
[34] johncitysq
[34] short
[28] story
[18] reading

Top Words in Tweet in G6:
[68] #tcot
[60] #ccot
[54] #wakeupamerica
[47] #lnyhbt
[44] #conservatives
[39] corrupt
[23] liar
[20] lying
[18] biden
[14] constitution

Top Words in Tweet in G7:
[2] youngfett
[2] smellthedispair
[2] learnnice
[2] starscape14
[2] twonicetwolearn
[2] fendersonfende1
[2] cra__ig
[2] magacertainty_
[2] kairokenshi
[2] two

Top Words in Tweet in G8:
[29] mach1broker
[27] love
[26] today
[26] watch
[25] still
[25] brixwe
[25] prophet
[25] wish
[25] carlin
[25] george

Top Words in Tweet in G9:
[72] people
[72] poor
[72] countries
[72] rich
[36] aid
[36] foreign
[36] taking
[36] #cnndebate
[36] giving
[36] money

Top Words in Tweet in G10:
[52] #tcot
[50] #tlot
[50] #foxnews
[50] #gop
[45] #foxandfriends
[30] #maga
[13] portcitypisces
[5] #foxansfriends
[5] trump
[3] calls

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[365] #tcot,#gop
[360] #ccot,#maga
[321] #resist,#tcot
[312] #gop,#p2
[310] #p2,#tlot
[301] #tlot,#ccot
[210] #tcot,#ccot
[149] #ccot,#tcot
[106] #tcot,#tlot
[83] paulfreid5,#resist

Top Word Pairs in Tweet in G1:
[319] #resist,#tcot
[310] #tcot,#gop
[310] #gop,#p2
[308] #p2,#tlot
[301] #ccot,#maga
[301] #tlot,#ccot
[83] paulfreid5,#resist
[46] trump,cards
[41] cards,available
[41] available,again

Top Word Pairs in Tweet in G2:
[21] more,obvious
[21] making,more
[21] elon,making
[21] well,elon
[21] obvious,#tcot
[20] marypatriott,well
[20] far,left
[17] anthony,fauci
[16] left,wing
[16] republican,senators

Top Word Pairs in Tweet in G3:
[64] #ccot,#tcot
[63] #tcot,#pjnet
[29] adrian_fontes,secretaryhobbs
[22] walshfreedom,adrian_fontes
[17] #democratshateamerica,#ccot
[13] #tcot,#ccot
[12] #tcot,#gop
[11] #teaparty,#tgdn
[11] #tgdn,#pjnet
[11] #conservative,#teaparty

Top Word Pairs in Tweet in G4:
[37] #tcot,#tlot
[36] objectivism,#objectivism
[36] #aynrand,#tcot
[36] #objectivism,#aynrand
[22] 100,best
[22] places,visit
[22] best,places
[22] visit,usa
[9] #factor,#pjnet
[8] valley,rely

Top Word Pairs in Tweet in G5:
[33] publiusnv,johncitysq
[33] #tcot,#ccot
[31] #ccot,#tcot
[30] #ccot,#renewus
[28] short,story
[24] #renewus,#tcot
[24] #tcot,#renewus
[16] #ccot,publiusnv
[13] christmas,gift
[12] #tcot,publiusnv

Top Word Pairs in Tweet in G6:
[60] #tcot,#ccot
[46] #ccot,#wakeupamerica
[34] #wakeupamerica,#conservatives
[32] #conservatives,#lnyhbt
[20] corrupt,liar
[12] rule,law
[11] constitution,rule
[11] corrupt,lying
[9] law,irrelevant
[7] wray,corrupt

Top Word Pairs in Tweet in G7:
[2] magacertainty_,starscape14
[2] youngfett,smellthedispair
[2] kairokenshi,fendersonfende1
[2] fendersonfende1,youngfett
[2] learnnice,cra__ig
[2] smellthedispair,twonicetwolearn
[2] cra__ig,magacertainty_
[2] twonicetwolearn,learnnice

Top Word Pairs in Tweet in G8:
[26] today,watch
[25] george,carlin
[25] wish,still
[25] carlin,comedian
[25] prophet,love
[25] brixwe,george
[25] love,wish
[25] watch,brixwe
[25] comedian,prophet
[24] mach1broker,today

Top Word Pairs in Tweet in G9:
[36] poor,countries
[36] poor,people
[36] rich,people
[36] aid,taking
[36] countries,#cnndebate
[36] people,rich
[36] giving,rich
[36] money,poor
[36] foreign,aid
[36] taking,money

Top Word Pairs in Tweet in G10:
[50] #tcot,#tlot
[50] #tlot,#gop
[42] #foxandfriends,#tcot
[41] #foxnews,#foxandfriends
[26] #maga,#foxnews
[7] portcitypisces,#foxnews
[6] portcitypisces,#maga
[4] #foxnews,#tcot
[4] #foxansfriends,#tcot
[4] #foxnews,#foxansfriends

Top Replied-To
Top Replied-To in Entire Graph:
@uniteblue
@elonmusk
@adrian_fontes
@jim_jordan
@karilake
@realdonaldtrump
@amyklobuchar
@santos4congress
@newsmax
@pnjaban

Top Replied-To in G1:
@jim_jordan
@realdonaldtrump
@repmtg
@donaldjtrumpjr
@elisestefanik
@elonmusk
@laurenboebert
@santos4congress
@ryanpinesworth
@mccutc19

Top Replied-To in G2:
@amyklobuchar
@repdeanphillips
@pnjaban
@elonmusk
@ingrahamangle
@catturd2
@jonathanturley
@newsmax
@libfails
@johnbrennan

Top Replied-To in G3:
@elonmusk
@adrian_fontes
@karilake
@repadamschiff
@katiehobbs
@tweeting
@ericswalwell
@odumbus
@sierrasmith84
@thedemocrats

Top Replied-To in G6:
@steverogers_619
@dbongino
@adamkinzinger

Top Replied-To in G7:
@kairokenshi

Top Replied-To in G8:
@amuse

Top Mentioned
Top Mentioned in Entire Graph:
@paulfreid5
@marypatriott
@maryfrommarin
@thedemocrats
@kelly_resister
@adrian_fontes
@elonmusk
@secretaryhobbs
@walshfreedom
@gopleader

Top Mentioned in G1:
@paulfreid5
@gopleader
@realdonaldtrump
@gop
@donaldjtrumpjr
@housegop
@realdona
@erictrump
@repmtg
@repmattgaetz

Top Mentioned in G2:
@marypatriott
@pnjaban
@johnrich
@amyklobuchar
@collinrugg
@elonmusk
@repdeanphillips
@rosalezbenny
@libfails
@rncresearch

Top Mentioned in G3:
@thedemocrats
@adrian_fontes
@secretaryhobbs
@walshfreedom
@elonmusk
@phil35521168
@azdemparty
@potus
@barackobama
@joebiden

Top Mentioned in G4:
@bmangh
@bakkesteve
@disciple4lif
@dailytw84902322

Top Mentioned in G5:
@maryfrommarin
@publiusnv
@johncitysq
@34fryingpana22
@maulden_jerry
@iotwclaudia
@carla_venezia
@arqahn
@love
@wolfmoon

Top Mentioned in G6:
@jessebwatters
@bozieg1
@tuckercarlson
@senategop
@leadermcconnell
@lindseygrahamsc
@alimayorkas
@johncornyn
@cdcgov

Top Mentioned in G7:
@fendersonfende1
@youngfett
@smellthedispair
@twonicetwolearn
@cra__ig
@starscape14
@velma_fan
@kairokenshi

Top Mentioned in G8:
@mach1broker
@brixwe
@1commoner
@amuse
@jamesmelville
@cctv_idiots
@tweeetsofdogs
@kingojungle
@sexcigarsbooze

Top Mentioned in G9:
@ronpaul

Top Mentioned in G10:
@portcitypisces
@nypost
@nbcnews
@amspectator
@wsj
@aldotnews
@washtimes
@dcexaminer
@nro
@thedailycaller

Top Tweeters
Top Tweeters in Entire Graph:
@gambiste1
@jjauthor
@unbiased100
@ronaldclarke
@periscopeislit
@jeffreymeursing
@wendymichele48
@z_chrissie
@bmangh
@whosfibbing

Top Tweeters in G1:
@jeffreymeursing
@thomasjankow
@mcnejames
@sir_max
@locou9
@thekoolcat01
@foxnews
@textifyer59
@paulhaider74
@buckleyswartz

Top Tweeters in G2:
@whosfibbing
@saveaslave
@bikerbd
@1kimsey
@vhalen67
@joesixpacksays
@reeltexas
@denlusk13
@tintimmymustach
@retirednikitam

Top Tweeters in G3:
@unbiased100
@z_chrissie
@msnbc
@nanfromsc
@nedryun
@dianaplant5
@trumpusamagakag
@sparksn123
@mandystake
@zesty_politics

Top Tweeters in G4:
@bmangh
@perpetual_now
@americanmade__
@vannschaffner
@unionbuster
@imnotowned
@womenspowercen
@funebooo
@southsher
@faultlineusa

Top Tweeters in G5:
@ihatethemedia
@reneemccone
@dorunda
@causeofourjoy
@iotwclaudia
@sdoceansea
@lorie1917
@maryfrommarin
@maulden_jerry
@loveamerica615

Top Tweeters in G6:
@gambiste1
@dreamweaver61
@heytammybruce
@claytravis
@wwbrrt
@maria90886
@brian_boroimhe
@dailysignal
@dbrin62
@robertjbyars

Top Tweeters in G7:
@sansculottestoo
@christie_malry
@christweetsllc
@garbageganghq
@bobootobian
@yourfrenrad
@canadapoast
@realdylanknight
@twonicetwolearn
@ihateravenholm

Top Tweeters in G8:
@doodlestrks
@de_ploribusunum
@mariaananeves
@sivan1040
@shoreprogress
@sianetta
@emkayoh1
@gmugg68
@scott_kuecher
@jrltexas1

Top Tweeters in G9:
@impuni
@jmb063
@jeetbhagat17
@whatwakeup
@libertybelle025
@jkd18
@sickular1515
@bloomvade
@vadebloom
@anpkrish

Top Tweeters in G10:
@dcexaminer
@nypost
@washtimes
@mnboss1
@margaret_aduffy
@melinda62909033
@wsj
@politico
@nbcnews
@epochtimes


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