tcot, Twitter, 2/15/2023 4:43:08 AM, 289497


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tcot_2023-02-14_20-30-40.xlsx
tcot_2023-02-14_20-30-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 15, 2023
Short Description:
tcot via NodeXL https://bit.ly/3K89OWk
@marypatriott
@jeremycrow4life
@paulfreid5
@bozieg1
@maryfrommarin
@portcitypisces
@justintrudeau
@dierdrelewis
@jasonwhoyt
@potus

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

Description:
Description
The graph represents a network of 3,032 Twitter users whose recent tweets contained "tcot", 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 04:37 UTC.

The tweets in the network were tweeted over the 5055-day, 10-hour, 37-minute period from Monday, 13 April 2009 at 14:23 UTC to Wednesday, 15 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 : 3032
Unique Edges : 2937
Edges With Duplicates : 9450
Total Edges : 12387
Number of Edge Types : 9
Retweet : 2220
MentionsInRetweet : 3681
Mentions : 2503
Tweet : 1880
Quote : 698
Replies to : 302
MentionsInReplyTo : 592
MentionsInQuote : 509
MentionsInQuoteReply : 2
Self-Loops : 2413
Reciprocated Vertex Pair Ratio : 0.0177595628415301
Reciprocated Edge Ratio : 0.0348993288590604
Connected Components : 197
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 2457
Maximum Edges in a Connected Component : 10940
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.77357
Graph Density : 0.000486398682392759
Modularity : 0.333604
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,032 Twitter users whose recent tweets contained "tcot", 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 04:37 UTC.

The tweets in the network were tweeted over the 5055-day, 10-hour, 37-minute period from Monday, 13 April 2009 at 14:23 UTC to Wednesday, 15 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 : 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:
[91] https://www.armstrongeconomics.com/world-news/climate/why-climate-change-is-a-fraud/
[42] https://twitter.com/PaulFreid5/status/1625176683933323265/photo/1
[20] https://twitter.com/PaulFreid5/status/1619853409246646272/photo/1
[20] https://rspradio1.com
[17] https://twitter.com/PaulFreid5/status/1625528629210783745/photo/1
[15] https://lifenews.com/
[14] https://twitter.com/PaulFreid5/status/1615750538997506048/photo/1
[12] https://www.lifenews.com/2023/01/30/jury-finds-mark-houck-not-guilty-on-bogus-biden-admin-charges/#.Y9g1MW1R0tA.twitter
[12] https://twitter.com/PaulFreid5/status/1625175969836290048/photo/1
[11] https://twitter.com/PaulFreid5/status/1616545213874413569/photo/1

Top URLs in Tweet in G1:
[7] https://lifenews.com/
[7] https://www.zerohedge.com/markets/pfizer-shares-slide-covid-vaccine-demand-expected-slide
[6] https://pressofatlanticcity.com/opinion/columnists/why-south-jersey-needs-congressional-hearings-on-offshore-wind-energy-by-rep-jeff-van-drew/article_3b81eede-a351-11ed-a440-c7e8fc1177ac.html
[6] https://danaloesch.substack.com/p/hunter-biden-is-a-gross-sex-predator
[6] https://twitter.com/marypatriott/status/1623507723089240065/photo/1
[5] https://prolifeupdate.com/2023/01/16/desantis-tells-florida-pharmacies-they-cant-sell-abortion-pills/
[5] https://m.theepochtimes.com/mkt_app/house-oversight-committee-holds-hearing-on-twitters-role-and-government-interference-in-freedom-of-speech_5034331.html
[5] https://m.theepochtimes.com/mkt_app/california-firefighters-use-6000-gallons-of-water-to-put-out-tesla-fire-on-highway-50_5018487.html
[4] https://twitter.com/marypatriott/status/1621516221652025345/photo/1
[4] https://babylonbee.com/news/us-vows-to-shoot-down-chinese-spy-balloon-the-second-it-crosses-into-ukraine

Top URLs in Tweet in G2:
[91] https://www.armstrongeconomics.com/world-news/climate/why-climate-change-is-a-fraud/
[42] https://twitter.com/PaulFreid5/status/1625176683933323265/photo/1
[17] https://twitter.com/PaulFreid5/status/1619853409246646272/photo/1
[17] https://twitter.com/PaulFreid5/status/1625528629210783745/photo/1
[13] https://twitter.com/PaulFreid5/status/1615750538997506048/photo/1
[12] https://twitter.com/PaulFreid5/status/1625175969836290048/photo/1
[11] https://twitter.com/PaulFreid5/status/1620288807177445376/photo/1
[11] https://twitter.com/MeidasTouch/status/1588629601122598913/video/1
[10] https://twitter.com/PaulFreid5/status/1616545213874413569/photo/1
[9] https://twitter.com/PaulFreid5/status/1624611856877846528/photo/1

Top URLs in Tweet in G3:
[4] https://twitter.com/cool_kim21/status/1624403065569787905/photo/1
[4] https://twitter.com/cool_kim21/status/1624400295483547649/photo/1
[4] https://twitter.com/cool_kim21/status/1624398417324638208/photo/1
[4] https://twitter.com/TheDemocrats/status/1616465759386980353/photo/1
[3] https://twitter.com/RightsForWhites/status/1617810033802358784/video/1
[3] https://twitter.com/marypatriott/status/1623507723089240065/photo/1
[3] https://www.theepochtimes.com/fuel-costs-of-electric-vehicles-overtake-gas-powered-cars-study_5017783.html?utm_source=ref_share&src_src=ref_share&utm_campaign=bn-cc&src_cmp=bn-cc
[3] https://twitter.com/KaliFontanilla/status/1616098348246745088/photo/1
[3] https://twitter.com/PaulFreid5/status/1619853409246646272/photo/1
[2] https://twitter.com/elonmusk/status/1618444845701562370

Top URLs in Tweet in G4:
[10] https://tips.fbi.gov/
[5] https://twitter.com/EenuffCed/status/1620399972922568706
[3] https://twitter.com/VelshiMSNBC/status/1622277286631297026
[3] https://twitter.com/kyledcheney/status/1615452784421134339/photo/1
[3] https://twitter.com/BryanDawsonUSA/status/1622707714978709521/photo/1
[2] https://www.businessinsider.com/unemployment-rate-lowest-since-1969-hiring-recession-fears-2023-2
[2] https://thehill.com/policy/defense/3844511-chinese-balloons-flew-over-us-three-times-during-trump-administration-officials/
[2] https://www.politicalflare.com/2023/01/jack-smith-reportedly-believes-trumps-motive-for-taking-classified-docs-involves-russia/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.cnn.com/2021/02/12/politics/nikki-haley-donald-trump-gop/index.html
[2] https://twitter.com/SkytrainPhotos/status/1621646774216654848

Top URLs in Tweet in G5:
[12] https://www.lifenews.com/2023/01/30/jury-finds-mark-houck-not-guilty-on-bogus-biden-admin-charges/#.Y9g1MW1R0tA.twitter
[11] https://proof-proofpositive.blogspot.com/2023/01/hidden-in-plain-sight.html
[11] https://winteryknight.com/2023/02/09/leading-gender-dysphoria-expert-says-80-of-children-grow-out-of-gender-confusion/
[10] https://www.lifenews.com/2023/01/27/gretchen-whitmer-defends-abortion-killing-babies-for-profit-is-just-good-economics/#.Y9cwNTJTI18.twitter
[9] https://www.lifenews.com/2023/02/01/satanic-temple-opens-new-abortion-clinic-to-kill-babies-in-ritualistic-abortions/#.Y9s7CfelkJ4.twitter
[9] https://stellasplace1.com/2023/02/07/before-you-maybe-watch-the-sotu-tonight-a-reminder-of-past-biden-lies-and-plagiarism/
[9] https://thefederalist.com/2023/02/01/mister-rogers-tried-to-warn-us-about-the-dangers-of-transgenderism/
[9] https://theconservativetreehouse.com/blog/2023/02/04/angered-neil-oliver-the-governing-class-vs-the-governed/?utm_source=rss&utm_medium=rss&utm_campaign=angered-neil-oliver-the-governing-class-vs-the-governed
[8] https://lifenews.com/
[8] https://www.capoliticalreview.com/capoliticalnewsandviews/california-ends-plans-for-kids-covid-vaccine-mandate/

Top URLs in Tweet in G6:
[3] https://conservativepapers.com/news/2023/02/11/roseanne-barr-sits-down-with-tucker-carlson-the-left-has-no-sense-of-humor-at-all-video/
[2] http://politicalhat.com/2023/02/12/news20230212/
[2] http://politicalhat.com/2023/01/22/news20230122/
[2] http://politicalhat.com/2023/02/05/news20230205/
[2] http://politicalhat.com/2023/01/29/news20230129/
[2] https://paper.li/Jeremycrow4life/1312385494?share_id=5fbadea0-aab8-11ed-9bfa-fa163ed80008
[2] https://paper.li/GodsOfRuin?share_id=a3c460d0-9dde-11ed-9bfa-fa163ed80008
[1] https://chicagocitywire.com/stories/638841994-pritzker-family-opens-wisconsin-gun-range-as-over-170-types-of-guns-are-outlawed-the-growth-is-a-testament-to-public-interest-in-preserving-the-stories-of-our-country-s-brave-service-members
[1] https://www.lakemchenryscanner.com/2023/01/17/first-lawsuits-filed-against-illinois-assault-weapons-ban-calling-it-unconstitutional/
[1] https://conservativepapers.com/news/2023/02/10/house-republicans-just-blocked-a-law-that-would-have-allowed-illegal-immigrants-to-vote-in-washington-dc-2/

Top URLs in Tweet in G7:
[4] https://et.al/
[4] https://www.breitbart.com/politics/2023/02/11/emails-show-national-archives-secretly-coordinated-bidens-lawyers-retrieve-classified-docs-penn-biden-center-before-midterm-elections/
[2] https://www.breitbart.com/tech/2023/01/31/doj-demands-documents-related-to-teslas-self-driving-feature/
[2] https://www.breitbart.com/economy/2023/02/01/fed-hikes-benchmark-rate-by-25-basis-points/
[2] https://dailycaller.com/2023/02/06/former-trump-ric-grenell-kirby-chinese-balloon-briefing/
[2] https://www.foxnews.com/politics/biden-judicial-nominee-under-fire-lack-legal-knowledge-experience
[2] https://www.cbsnews.com/news/blinken-trip-called-off-as-china-balloon-flies-over-us/
[2] https://twitter.com/Todd_Peterson_1/status/1621256096479432713
[2] https://www.breitbart.com/health/2023/01/31/representative-carter-introduces-bill-to-classify-those-whorepresentative-carter-introduces-bill-to-classify-those-who-died-of-fentanyl-poisoning-as-crime-victims/
[1] https://twitter.com/Ilhan/status/1621194119879053317/video/1

Top URLs in Tweet in G8:
[2] https://twitter.com/Eric_Schmitt/status/1621647384920100864/photo/1
[1] https://rumble.com/v26vnyi-big-media-is-ignoring-the-continuing-fight-for-governor-in-arizona.html?mref=1kztv&mc=6zrce
[1] https://twitter.com/JoeTalkShow/status/1617746408488210432/video/1
[1] https://twitter.com/benshapiro/status/1621494601600098306
[1] https://trendingpoliticsnews.com/heres-the-long-list-of-military-bases-the-chinese-balloon-passed-while-biden-did-nothing-mace/?utm_source=JE99&utm_medium=twitter
[1] https://twitter.com/i/web/status/1625249507762925581
[1] https://twitter.com/rawsalerts/status/1625249507762925581/video/1
[1] https://twitter.com/rawsalerts/status/1621317233464020993/photo/1
[1] https://twitter.com/rawsalerts/status/1621980596346953729/video/1
[1] https://www.oann.com/newsroom/stacy-abrams-aide-burning-cars-and-smashing-windows-isnt-violence/

Top URLs in Tweet in G9:
[4] https://twitter.com/ync1994/status/1616532420681162752/photo/1
[4] https://twitter.com/sethharpesq/status/1624657738553761794/photo/1
[3] https://twitter.com/ync1994/status/1622719241592995857/photo/1
[2] https://waynedupree.com/2023/01/mtg-kevin-mccarthy-bond/
[2] https://nypost.com/2023/02/07/democrats-from-biden-to-hochul-targeting-suburban-homeowners/
[2] https://twitter.com/WarClandestine/status/1619886316371726341/photo/1
[1] https://twitter.com/Sportz_DC/status/1616864227771273217
[1] https://twitter.com/alx/status/1615743110285512704
[1] https://twitter.com/Lorie12265438/status/1616308689845260295
[1] https://twitter.com/MattWallace888/status/1619405631865384960

Top URLs in Tweet in G10:
[2] https://twitter.com/MarcosKleine/status/1623390667677245459
[1] https://twitter.com/alexarnauIt/status/1616773183637688320
[1] https://twitter.com/GarbageFriendsx/status/1623425527934484484
[1] https://twitter.com/TrustPadApp/status/1621998833751179267
[1] https://linktr.ee/nftnickelodeon
[1] https://twitter.com/SmithiKumari/status/1623382241337286668/video/1
[1] https://twitter.com/SmithiKumari/status/1623382241337286668
[1] https://twitter.com/adldasMetaverse/status/1621001753100697602

Top Domains
Top Domains in Tweet in Entire Graph:
[2038] twitter.com
[352] paper.li
[97] breitbart.com
[91] armstrongeconomics.com
[75] lifenews.com
[58] conservativepapers.com
[55] youtube.com
[53] reddit.com
[52] blogspot.com
[51] dailysign.al

Top Domains in Tweet in G1:
[54] twitter.com
[25] theepochtimes.com
[15] youtube.com
[12] apple.news
[10] lifenews.com
[7] zerohedge.com
[6] pressofatlanticcity.com
[6] breitbart.com
[6] prolifeupdate.com
[6] babylonbee.com

Top Domains in Tweet in G2:
[506] twitter.com
[91] armstrongeconomics.com
[4] commondreams.org
[3] greenpeace.org
[3] crooksandliars.com
[3] theguardian.com
[2] apple.com
[2] nypost.com
[2] hugedomains.com
[2] youtube.com

Top Domains in Tweet in G3:
[273] twitter.com
[21] paper.li
[6] dailysignal.com
[5] youtube.com
[4] theepochtimes.com
[4] foxnews.com
[4] americanthinker.com
[4] gelbspanfiles.com
[4] msn.com
[3] newsmax.com

Top Domains in Tweet in G4:
[473] twitter.com
[11] fbi.gov
[7] msn.com
[7] rawstory.com
[6] cnn.com
[6] washingtonpost.com
[5] huffpost.com
[4] yahoo.com
[3] thehill.com
[3] politicalflare.com

Top Domains in Tweet in G5:
[68] twitter.com
[63] lifenews.com
[35] lifesitenews.com
[33] blogspot.com
[31] stellasplace1.com
[30] paper.li
[25] theconservativetreehouse.com
[23] substack.com
[17] babylonbee.com
[15] winteryknight.com

Top Domains in Tweet in G6:
[84] paper.li
[58] conservativepapers.com
[18] twitter.com
[8] politicalhat.com
[2] breitbart.com
[1] chicagocitywire.com
[1] lakemchenryscanner.com
[1] dailycaller.com
[1] lifenews.com
[1] substack.com

Top Domains in Tweet in G7:
[85] breitbart.com
[83] twitter.com
[10] foxnews.com
[8] dailycaller.com
[4] et.al
[2] nypost.com
[2] cbsnews.com
[1] trendingpoliticsnews.com
[1] go.com
[1] theragingpatriot.org

Top Domains in Tweet in G8:
[54] paper.li
[23] twitter.com
[1] rumble.com
[1] trendingpoliticsnews.com
[1] oann.com
[1] theleoterrell.com
[1] theepochtimes.com
[1] politico.eu

Top Domains in Tweet in G9:
[119] twitter.com
[14] thegatewaypundit.com
[3] thedailybs.com
[2] waynedupree.com
[2] youtube.com
[2] nypost.com
[2] westernjournal.com
[1] washingtonexaminer.com
[1] breitbart.com
[1] fox2detroit.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3888] tcot
[1473] ccot
[1114] gop
[1074] maga
[942] tlot
[800] p2
[526] resist
[287] pjnet
[232] foxnews
[180] foxandfriends



Top Hashtags in Tweet in G1:
[339] tcot
[56] maga
[39] ccot
[25] gop
[23] resist
[22] p2
[21] tlot
[16] trumptrain
[15] americafirst
[14] gomtg

Top Hashtags in Tweet in G2:
[622] tcot
[508] gop
[467] resist
[465] p2
[433] tlot
[404] maga
[386] ccot
[99] wiright
[99] blueanon
[92] climatescam

Top Hashtags in Tweet in G3:
[397] tcot
[182] ccot
[96] pjnet
[88] maga
[71] gop
[61] democrats
[45] tlot
[44] democratshateamerica
[37] p2
[36] biden

Top Hashtags in Tweet in G4:
[337] tcot
[274] gop
[216] tlot
[205] foxnews
[178] foxandfriends
[137] maga
[122] p2
[106] politics
[55] uniteblue
[55] theresistance

Top Hashtags in Tweet in G5:
[320] tcot
[306] ccot
[74] prolife
[45] bible
[44] god
[20] shortstory
[20] shortstories
[15] abortion
[12] jesus
[11] vaccines

Top Hashtags in Tweet in G6:
[203] tcot
[99] ccot
[36] tlot
[28] liberty
[13] gop
[12] teaparty
[12] military
[12] millennial
[12] genz
[12] usa

Top Hashtags in Tweet in G7:
[217] tcot
[190] ccot
[153] wakeupamerica
[126] conservatives
[115] lnyhbt
[88] bidenlied
[11] illegalimmigration
[8] crt
[6] foxnews
[6] sotu

Top Hashtags in Tweet in G8:
[69] tcot
[21] maga
[12] gop
[12] china
[10] biden
[9] gitmo
[9] congress
[9] covid
[9] lookoverthere
[8] distraction

Top Hashtags in Tweet in G9:
[137] tcot
[82] maga
[50] ccot
[40] trump2024
[26] trumptrain
[17] ultramaga
[17] wakeup
[14] cdnpoli
[10] tlot
[10] democrats

Top Hashtags in Tweet in G10:
[1] staytuned
[1] translation
[1] thechamberoftranslations
[1] news
[1] networking

Top Words
Top Words in Tweet in Entire Graph:
[3890] #tcot
[1476] #ccot
[1112] #gop
[1074] #maga
[942] #tlot
[800] #p2
[603] paulfreid5
[526] #resist
[443] biden
[429] marypatriott

Top Words in Tweet in G1:
[380] marypatriott
[339] #tcot
[64] biden
[58] well
[56] #maga
[51] repmtg
[49] re
[45] trump
[44] truth
[43] babies

Top Words in Tweet in G2:
[622] #tcot
[538] paulfreid5
[508] #gop
[467] #resist
[465] #p2
[433] #tlot
[404] #maga
[386] #ccot
[201] wrong
[154] trump

Top Words in Tweet in G3:
[400] #tcot
[185] #ccot
[99] #pjnet
[88] #maga
[72] adrian_fontes
[69] #gop
[69] years
[61] #democrats
[58] thedemocrats
[55] walshfreedom

Top Words in Tweet in G4:
[337] #tcot
[274] #gop
[216] #tlot
[205] #foxnews
[178] #foxandfriends
[137] #maga
[122] #p2
[106] #politics
[55] uniteblue
[55] #indivisible

Top Words in Tweet in G5:
[357] maryfrommarin
[320] #tcot
[306] #ccot
[113] publiusnv
[112] johncitysq
[77] iotwclaudia
[74] #prolife
[59] abortion
[57] causeofourjoy
[49] biden

Top Words in Tweet in G6:
[203] #tcot
[99] #ccot
[56] crow
[56] latest
[56] daily
[56] thanks
[36] #tlot
[28] liberty
[28] times
[28] #liberty

Top Words in Tweet in G7:
[217] #tcot
[190] #ccot
[153] #wakeupamerica
[126] #conservatives
[115] #lnyhbt
[114] biden
[108] corrupt
[88] #bidenlied
[66] liar
[53] lying

Top Words in Tweet in G8:
[69] #tcot
[54] headlines
[54] newsmakers
[54] stories
[21] #maga
[13] spy
[12] #china
[12] #gop
[10] #biden
[10] mediaopinion19

Top Words in Tweet in G9:
[137] #tcot
[82] #maga
[50] #ccot
[40] #trump2024
[26] #trumptrain
[17] #wakeup
[17] #ultramaga
[16] trump
[14] #cdnpoli
[12] biden

Top Words in Tweet in G10:
[8] tcot_translator
[3] translation
[2] free
[2] meetings
[2] mint
[2] fellow
[2] translators
[2] crazy
[2] everyone
[2] aspiring

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[625] #tcot,#ccot
[574] #tcot,#gop
[522] #resist,#tcot
[498] #gop,#p2
[469] #ccot,#maga
[465] #p2,#tlot
[430] #tlot,#ccot
[410] #tcot,#tlot
[325] #ccot,#tcot
[210] #p2,#tcot

Top Word Pairs in Tweet in G1:
[36] #maga,#tcot
[32] marypatriott,amyklobuchar
[31] thru,accidental
[31] amyklobuchar,mean
[31] btw,happens
[31] moment,conception
[31] delivery,btw
[31] accidental,live
[31] conception,thru
[31] mean,kill

Top Word Pairs in Tweet in G2:
[465] #resist,#tcot
[453] #tcot,#gop
[444] #gop,#p2
[414] #p2,#tlot
[386] #tlot,#ccot
[378] #ccot,#maga
[124] climate,change
[110] past,fifty
[110] scientists,past
[110] cult,single

Top Word Pairs in Tweet in G3:
[90] #ccot,#tcot
[80] #tcot,#pjnet
[69] #tcot,#ccot
[60] #tcot,#gop
[54] #ccot,#maga
[50] climate,change
[48] past,fifty
[48] scientists,past
[48] change,prediction
[48] cult,single

Top Word Pairs in Tweet in G4:
[208] #tcot,#tlot
[205] #tlot,#gop
[165] #foxnews,#foxandfriends
[161] #foxandfriends,#tcot
[118] #p2,#tcot
[114] #maga,#foxnews
[55] #politics,#dems
[55] unitewomenorg,indivisibleteam
[55] #dems,#gop
[55] uniteblue,#uniteblue

Top Word Pairs in Tweet in G5:
[173] #ccot,#tcot
[127] #tcot,#ccot
[66] publiusnv,johncitysq
[39] #prolife,#ccot
[34] #ccot,publiusnv
[34] 34fryingpana22,maulden_jerry
[32] short,story
[31] #tcot,#god
[28] daily,thanks
[28] party,daily

Top Word Pairs in Tweet in G6:
[85] #tcot,#ccot
[56] daily,thanks
[56] crow,daily
[56] latest,crow
[28] #liberty,#tlot
[28] liberty,times
[28] #tlot,#tcot
[28] times,#liberty
[26] #tcot,stories
[12] video,#tcot

Top Word Pairs in Tweet in G7:
[185] #tcot,#ccot
[125] #ccot,#wakeupamerica
[92] #wakeupamerica,#conservatives
[70] #conservatives,#lnyhbt
[49] corrupt,liar
[25] classified,docs
[23] #ccot,#bidenlied
[21] corrupt,lying
[21] #conservatives,#bidenlied
[19] ag,garland

Top Word Pairs in Tweet in G8:
[54] headlines,newsmakers
[54] newsmakers,#tcot
[54] #tcot,stories
[10] #gop,#tcot
[9] balloons,#china
[9] gross,misuse
[9] major,khan
[9] #biden,released
[9] paying,attention
[9] #gitmo,#congress

Top Word Pairs in Tweet in G9:
[48] #tcot,#ccot
[18] #tcot,#maga
[18] #trumptrain,#trump2024
[17] #ultramaga,#tcot
[17] #maga,#ultramaga
[17] #ccot,#wakeup
[16] #maga,#trump2024
[14] #maga,#trumptrain
[14] #ccot,#maga
[13] #maga,#tcot

Top Word Pairs in Tweet in G10:
[2] invisible,friends
[2] working,translation
[2] translators,working
[2] happy,friday
[2] fellow,aspiring
[2] aspiring,translators
[2] friends,crazy
[2] translation,meetings
[2] everyone,fellow
[2] friday,everyone

Top Replied-To
Top Replied-To in Entire Graph:
@uniteblue
@governorhobbs
@repmtg
@rbreich
@adrian_fontes
@potus
@elonmusk
@walshfreedom
@jim_jordan
@cry_stones

Top Replied-To in G1:
@adamkinzinger
@robreiner
@marypatriott
@amyklobuchar
@catturd2
@az_brittney
@elonmusk
@krassenstein
@petehegseth
@senduckworth

Top Replied-To in G2:
@repscottperry
@dbongino
@repmtg
@repjamescomer
@jim_jordan
@marklevinshow
@benshapiro
@tuckercarlson
@byrondonalds
@speakercarthy

Top Replied-To in G3:
@governorhobbs
@adrian_fontes
@walshfreedom
@potus
@gop
@elonmusk
@forgiatoblow47
@amuse
@thedemocrats
@deangeliscorey

Top Replied-To in G4:
@uniteblue
@wikweko
@jim_jordan
@atrupar
@morethanmysle
@noahcrothman
@thefungi669
@seanhannity
@morning_joe
@realdonaldtrump

Top Replied-To in G6:
@danscavino
@laurenboebert

Top Replied-To in G7:
@bozie

Top Replied-To in G8:
@joetalkshow
@rawsalerts
@mark_j_perry
@scottdrum

Top Replied-To in G9:
@dc_draino
@hrkbenowen
@electionwiz
@rising_serpent
@catturd2
@langmanvince
@anthony24612836
@justin_hart
@trumpwarroom
@trapperjohn37

Top Mentioned
Top Mentioned in Entire Graph:
@paulfreid5
@marypatriott
@maryfrommarin
@realdonaldtrump
@johncitysq
@publiusnv
@repjamescomer
@repmtg
@donaldjtrumpjr
@iotwclaudia

Top Mentioned in G1:
@marypatriott
@repmtg
@amyklobuchar
@paulfreid5
@speakermccarthy
@catturd2
@geraldorivera
@gop
@lionessdeb19
@housegop

Top Mentioned in G2:
@paulfreid5
@realdonaldtrump
@donaldjtrumpjr
@repjamescomer
@jim_jordan
@repmtg
@santos4congress
@mattgaetz
@repscottperry
@briand82

Top Mentioned in G3:
@adrian_fontes
@thedemocrats
@pharos_project
@walshfreedom
@briand82
@katiehobbs
@azdemparty
@paulfreid5
@joebiden
@potus

Top Mentioned in G4:
@unitewomenorg
@indivisibleteam
@tntweeters
@indivisiblenet
@portcitypisces
@nicolledwallace
@progressflorida
@fladems
@yamiche
@cbsmornings

Top Mentioned in G5:
@maryfrommarin
@publiusnv
@johncitysq
@iotwclaudia
@causeofourjoy
@34fryingpana22
@maulden_jerry
@arqahn
@carla_venezia
@loveamerica615

Top Mentioned in G6:
@maryfrommarin
@debster7301
@jessiejaneduff
@marypatriott
@politichatblog
@commonsenseasap
@f39612
@jenin140
@wirepoints
@cmdorsey

Top Mentioned in G7:
@repjamescomer
@jim_jordan
@marypatriott
@bozieg1
@tuckercarlson
@jessebwatters
@ilhan
@joebiden
@ericswalwell

Top Mentioned in G8:
@mediaopinion19
@cbnnews
@epochtimes
@epochopinion
@vannschaffner
@nedryun
@dailycaller
@tedcruz
@karilake
@epochtimeschina

Top Mentioned in G9:
@ync1994
@mach1broker
@culturekill
@aoc
@robreiner
@electionwiz
@anthony24612836
@theinsiderpaper
@rwmalonemd
@prophetpx

Top Mentioned in G10:
@tcot_translator
@obra_protocol
@philneeds
@gregcipes
@certifiedweb3
@pingtouge666
@closedeyea
@ivandriansyah
@mendozajosej
@greedysyndicate

Top Tweeters
Top Tweeters in Entire Graph:
@gambiste1
@chris_1791
@joni_looking
@independent
@orgetorix
@patriotmarie70
@jjauthor
@repubblica
@reuters
@docwashburn

Top Tweeters in G1:
@patriotmarie70
@repubblica
@z_chrissie
@saveaslave
@bikerbd
@betseyross
@joannaprile
@carlsl
@debrabuenik
@browngravy_93

Top Tweeters in G2:
@joni_looking
@jeffreymeursing
@29361rmsm
@locou9
@budgothmog44
@astartiel
@magsmom7
@dontpanic1955
@mschleifer13
@paulhaider74

Top Tweeters in G3:
@reuters
@mcnejames
@foxnews
@nytimes
@latimes
@washingtonpost
@time
@slrtbot
@wsj
@cnn

Top Tweeters in G4:
@independent
@jilevin
@usrealitycheck
@jodotcom
@trumpgot2go
@huffpost
@realtuckfrumper
@cherijacobus
@hapkidogal
@raoces

Top Tweeters in G5:
@orgetorix
@docwashburn
@wavetossed
@reneemccone
@papaschu1
@riskographer2
@usaborn3
@eternalritewing
@causeofourjoy
@iotwclaudia

Top Tweeters in G6:
@chris_1791
@jjauthor
@frackhazreveal
@mzee26
@nascarnac
@tahdeetz
@klsouth
@irritatedwoman
@appsame
@lindasuhler

Top Tweeters in G7:
@gambiste1
@jgionova
@nypost
@perchance99
@abcnews
@politico
@elizabehsotner
@ceconomou56
@jackarnett11
@ericmmatheny

Top Tweeters in G8:
@roripierpont1
@blackirishi
@vrwctexan
@vannschaffner
@bluegirl714
@cfheather
@mattmackowiak
@epochtimes
@bornonthebayou9
@tazmanian5

Top Tweeters in G9:
@filterednews
@stillgray
@loriblaney
@ync1994
@hrkbenowen
@bosnerdley
@ginthegin
@richardstiller4
@atexan575
@907alaskanfern

Top Tweeters in G10:
@ucloudify
@kyjuve
@gregcipes
@kayluh98
@dnzlcrmwll
@araaagorn
@lvarovillacampa
@0xedy
@teedut
@neo_oliveira


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