tcot, Twitter, 11/24/2021 4:01:26 PM, 266905


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tcot_2021-11-23_20-48-00.xlsx
tcot_2021-11-23_20-48-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 24, 2021
Short Description:
tcot via NodeXL https://bit.ly/3xixDSS
@drgillleighton
@alexandraheuser
@mach1broker
@jfsebastian146
@paulfreid5
@maryfrommarin
@vannschaffner
@otiose94
@marypatriott
@histevewilliams

Top hashtags:
#tcot
#maga
#ccot
#tlot
#kag
#uspoli
#fjb
#teaparty
#gop
#usa

Description:
Description
The graph represents a network of 1,983 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, 24 November 2021 at 04:54 UTC.

The requested start date was Wednesday, 24 November 2021 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, 42-minute period from Wednesday, 10 November 2021 at 01:16 UTC to Tuesday, 23 November 2021 at 17:58 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 : 1983
Unique Edges : 1039
Edges With Duplicates : 6106
Total Edges : 7145
Number of Edge Types : 5
Retweet : 1904
MentionsInRetweet : 2434
Replies to : 141
Tweet : 1598
Mentions : 1068
Self-Loops : 1704
Reciprocated Vertex Pair Ratio : 0.0144742443593018
Reciprocated Edge Ratio : 0.0285354595048259
Connected Components : 188
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 1397
Maximum Edges in a Connected Component : 5672
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.486758
Graph Density : 0.000606314113964663
Modularity : 0.326471
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,983 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, 24 November 2021 at 04:54 UTC.

The requested start date was Wednesday, 24 November 2021 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, 42-minute period from Wednesday, 10 November 2021 at 01:16 UTC to Tuesday, 23 November 2021 at 17:58 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:
[28] https://podcasts.apple.com/us/podcast/verdict-with-ted-cruz/id1495601614?i=1000541497946
[15] https://operationjointhesuit.com/about-the-suit.html
[14] https://rspradio1.com
[12] https://www.lifesitenews.com/news/12-year-old-boy-in-germany-dies-two-days-after-second-pfizer-shot/
[11] https://www.lifenews.com/2021/11/11/neurobiology-professor-confirms-unborn-babies-feel-pain-when-killed-in-abortions/#.YY3GWqCy7Oc.twitter
[10] https://www.cal-catholic.com/mission-san-jose-in-fremont-vandalized/
[10] https://www.theepochtimes.com/mkt_breakingnews/biden-administration-hikes-medicare-premiums-blames-drug-costs-and-pandemic_4102350.html?utm_source=News&utm_medium=email&utm_campaign=breaking-2021-11-13-2&mktids=355ed26e410bb31595f4071c831a6167&est=UHrCbg9rL3m8xmIC0CRZ%2BzEE502VG%2FtjmzkDZjyryc64oR1AVpsQZKEystY%3D
[10] https://lidblog.com/michigan-dead-voters/
[9] https://www.theepochtimes.com/mkt_breakingnews/austria-orders-lockdown-for-only-the-unvaccinated-directs-police-to-carry-spot-checks_4103355.html?utm_source=News&utm_medium=email&utm_campaign=breaking-2021-11-14-2&mktids=f19c58e4069bc821af1ed63a24f1e18c&est=v8Zn%2Fl1bF6uNhWg4pGvxrEsP9nOf1OIT9rmzan5mmb7eqftInJP7OEY3my4%3D
[9] https://www.lifenews.com/2021/11/11/catholic-bishop-denies-senator-dick-durbin-communion-because-hes-radically-pro-abortion/#.YY3F7NFwYvc.twitter

Top URLs in Tweet in G1:
[1] https://twitter.com/NancyMcGill1/status/1459175526623494145
[1] https://twitter.com/NatashaFatah/status/1459481983273349126
[1] https://twitter.com/BryanPassifiume/status/1458831232301740032
[1] https://twitter.com/DrooleO/status/1458839047892262920
[1] https://www.rebelnews.com/tags/air_canada?utm_campaign=el_ac_union_agrees_to_fight&utm_medium=email&utm_source=therebel
[1] https://twitter.com/HillelNeuer/status/1462229609743892489
[1] https://cpac.ca/episode?id=10b
[1] https://twitter.com/john_calico/status/1463101370547032065

Top URLs in Tweet in G2:
[5] https://www.newsweek.com/why-im-not-vaccinated-opinion-1648024
[4] https://nypost.com/2021/11/13/nypd-cops-find-respect-warm-welcome-more-money-in-florida/
[4] https://www.youtube.com/watch?v=nGRzZKL93GI&feature=youtu.be

[3] https://welovetrump.com/2021/11/13/hero-brigadier-general-defies-bidens-vaccine-mandate/
[3] https://www.washingtontimes.com/news/2021/nov/14/gop-questions-school-board-group-white-house-collu/
[3] https://www.nationalreview.com/2021/11/virginia-showed-that-parents-wont-put-up-with-being-ignored-by-school-boards/
[2] https://twitter.com/PaulFreid5/status/1461402875410669568/photo/1
[2] https://www.theepochtimes.com/researchers-call-for-halt-on-covid-19-vaccines-for-pregnant-women-after-re-analysis-of-cdc-study_4081606.html
[2] https://nypost.com/2021/11/07/meet-the-anti-fauci-floridas-surgeon-general-joseph-ladapo/
[1] https://twitter.com/RawStory/status/1462893746991865858

Top URLs in Tweet in G3:
[1] https://twitter.com/TomDreisbach/status/1459285825271709700
[1] https://twitter.com/OccupyDemocrats/status/1460314133224562689
[1] https://twitter.com/prof_smartass/status/1460697358799282177

Top URLs in Tweet in G4:
[11] https://www.lifesitenews.com/news/12-year-old-boy-in-germany-dies-two-days-after-second-pfizer-shot/
[11] https://www.lifenews.com/2021/11/11/neurobiology-professor-confirms-unborn-babies-feel-pain-when-killed-in-abortions/#.YY3GWqCy7Oc.twitter
[10] https://www.theepochtimes.com/mkt_breakingnews/biden-administration-hikes-medicare-premiums-blames-drug-costs-and-pandemic_4102350.html?utm_source=News&utm_medium=email&utm_campaign=breaking-2021-11-13-2&mktids=355ed26e410bb31595f4071c831a6167&est=UHrCbg9rL3m8xmIC0CRZ%2BzEE502VG%2FtjmzkDZjyryc64oR1AVpsQZKEystY%3D
[10] https://www.cal-catholic.com/mission-san-jose-in-fremont-vandalized/
[9] https://www.lifenews.com/2021/11/11/catholic-bishop-denies-senator-dick-durbin-communion-because-hes-radically-pro-abortion/#.YY3F7NFwYvc.twitter
[9] https://www.theepochtimes.com/mkt_breakingnews/austria-orders-lockdown-for-only-the-unvaccinated-directs-police-to-carry-spot-checks_4103355.html?utm_source=News&utm_medium=email&utm_campaign=breaking-2021-11-14-2&mktids=f19c58e4069bc821af1ed63a24f1e18c&est=v8Zn%2Fl1bF6uNhWg4pGvxrEsP9nOf1OIT9rmzan5mmb7eqftInJP7OEY3my4%3D
[8] https://ir.shareaholic.com/e?u=https://www.catholicleague.org/bidens-war-on-religious-liberty-spikes/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1&a=1&s=7
[8] https://citizenfreepress.com/breaking/wyoming-kicks-liz-cheney-out-of-the-republican-party/
[8] https://www.lifesitenews.com/news/california-pro-lifers-take-to-the-streets-to-protest-the-buying-selling-of-aborted-babies-body-parts/
[8] https://www.theepochtimes.com/mkt_breakingnews/california-nordstrom-ransacked-by-80-looters-in-ski-masks-with-crowbars-witnesses_4116049.html?utm_source=News&utm_medium=email&utm_campaign=breaking-2021-11-21-2&mktids=0fc54dec3d1f847b6362c76790c64d2a&est=uX0TEppEGR%2BFMEFhMkkv7IFjCUoBHsLZ2%2FiBhDyfsdptc7TtSdlInwe%2Bql4%3D

Top URLs in Tweet in G5:
[15] https://operationjointhesuit.com/about-the-suit.html
[2] https://twitter.com/patriot_voices/status/1458566161260482578
[2] https://cdn.frankspeech.com/static/articles/289kMichigan.pdf
[2] https://www.thegatewaypundit.com/2021/11/update-delaware-county-pennsylvania-lawsuit-going-blow-roof-off-democrat-voter-fraud-state/
[2] https://www.westernjournal.com/years-mistaken-thanksgiving-invite-accidental-tradition-continues/?utm_source=Email&utm_medium=conservative-brief-CT&utm_campaign=dailyam&utm_content=conservative-tribune&ats_es=5aa9abd316ad4f1231a90ed0339ccaca
[1] https://twitter.com/Patriot_Voices/status/1458571470397976586
[1] https://thefederalist.com/2021/11/09/why-politicians-and-bureaucrats-are-so-threatened-by-the-people-covid-couldnt-kill/#.YYvI9nNEbCU.twitter
[1] https://t.me/theprofessorsrecord/3481
[1] https://www.youtube.com/watch?v=P0IyLttjeik&feature=youtu.be

[1] https://cdn.frankspeech.com/static/articles/BobbyPiton12-29-20.pdf

Top URLs in Tweet in G6:
[28] https://podcasts.apple.com/us/podcast/verdict-with-ted-cruz/id1495601614?i=1000541497946
[6] https://www.rockoftalk.chat/
[6] http://ABQ.FM
[6] http://rockoftalk.com
[6] https://505fighter.mobilequickconnect.co/
[4] https://townhall.com/columnists/kurtschlichter/2021/11/18/free-states-must-defend-the-right-to-selfdefense-n2599239
[3] https://www.dystopiansurvival.com/2020/03/dystopian-survival-special-gear-skills.html
[2] https://www.nationalreview.com/news/69-percent-of-hispanics-disaprove-of-bidens-handling-of-immigration/
[2] https://www.washingtonexaminer.com/restoring-america/faith-freedom-self-reliance/an-ordinary-joe-whose-talent-changed-peoples-lives
[2] https://www.foxnews.com/politics/gop-defeats-obama-endorsed-candidate-deep-blue-city-biden

Top URLs in Tweet in G7:
[14] https://rspradio1.com
[8] http://www.womenspowerbook.org/
[6] http://www.futuredanger.com#FOREIGN-INVASION-OFFICIALLY-INVITED
[2] https://thepatriotfactor.blogspot.com/2021/11/op-ed-thanksgiving-born-ofpolitics.htm
[1] https://www.twitch.tv/juggalo_darcy
[1] https://www.amazon.com/s/ref=nb_sb_noss?url=search-alias%3Dstripbooks&field-keywords=saving+grace+at+guantanamo+bay+a+memoir+of+a+citizen+warrior
[1] https://twitter.com/intent/tweet?text=LOOK%20What%20Was%20Found%20In%20This%20BOX%20TRUCK%20In%20THIS%20State-%20HOLY%20HELL&url=https%3A%2F%2Famericasfreedomfighters.com%2Fthis-box-truck%2F&counturl=https%3A%2F%2Famericasfreedomfighters.com%2Fthis-box-truck%2F&related=AFF_PATRIOTS&via=AFF_PATRIOTS&hashtags=#tcot%20#ccot
[1] https://www.youtube.com/results?search_query=My+True+Story+The+Jive+Five
[1] https://twitter.com/Cernovich/status/1458977885834801160
[1] https://twitter.com/visakanv/status/1361413758459908098?s=20

Top URLs in Tweet in G8:
[1] https://twitter.com/Rockprincess818/status/1460746515261968387
[1] https://twitter.com/gboslovesjesus/status/1461044635795660807
[1] https://www.thegatewaypundit.com/2021/11/secret-tapes-released-amarosa-white-house-scoffed-now-show-president-trump-knew-hillary-paid-9-million-russia-collusion-hoax/?utm_source=Twitter&utm_medium=PostBottomSharingButtons&utm_campaign=websitesharingbuttons
[1] https://www.news.com.au/technology/science/human-body/tga-requests-information-from-pfizer-after-medical-journal-alleges-contractor-falsified-safety-data/news-story/342806323e802035bb1d810e561977f4
[1] https://www.breitbart.com/politics/2021/11/13/poll-trump-trounces-in-hypothetical-republican-primary-by-47-points/
[1] https://www.manhattancontrarian.com/blog/2021-11-14-we-can-be-thankful-that-cop26-has-ended
[1] https://www.youtube.com/watch?v=1eTL1U6BXns&feature=youtu.be


Top URLs in Tweet in G9:
[10] https://lidblog.com/michigan-dead-voters/
[8] https://lidblog.com/think-inflation-is-bad-now/
[5] https://lidblog.com/biden-lied-about-tax-hikes/
[4] https://conservativefiringline.com/bill-gates-governments-punish-people-for-questioning-mask-vaccine-mandates-online/
[4] https://conservativefiringline.com/black-militant-threatens-anti-crt-parents-at-texas-school-board-meeting-i-got-over-1000-soldiers-ready-to-go-locked-and-loaded-video/
[4] https://lidblog.com/dont-ask-opec/
[4] https://lidblog.com/bidens-woke-justice-department/
[4] https://lidblog.com/austrian-brothel-vaccine/
[3] https://conservativepapers.com/news/2021/11/17/new-poll-finds-support-for-black-lives-matter-declining-among-americans/
[3] https://conservativefiringline.com/jan-6-detainees-carried-out-of-dc-jail-on-stretchers-after-assault-by-guards/

Top Domains
Top Domains in Tweet in Entire Graph:
[236] twitter.com
[113] dailysignal.com
[94] conservativepapers.com
[70] theconservativetreehouse.com
[48] conservativefiringline.com
[48] rawstory.com
[45] lidblog.com
[43] youtube.com
[40] theepochtimes.com
[35] lifesitenews.com

Top Domains in Tweet in G1:
[6] twitter.com
[1] rebelnews.com
[1] cpac.ca

Top Domains in Tweet in G2:
[102] twitter.com
[15] dailywire.com
[8] nypost.com
[7] msn.com
[5] newsweek.com
[5] youtube.com
[4] theepochtimes.com
[3] welovetrump.com
[3] washingtontimes.com
[3] nationalreview.com

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G4:
[58] theconservativetreehouse.com
[35] theepochtimes.com
[33] lifesitenews.com
[32] youtube.com
[28] lifenews.com
[25] infowars.com
[22] zerohedge.com
[22] thegatewaypundit.com
[20] theblaze.com
[20] breitbart.com

Top Domains in Tweet in G5:
[15] operationjointhesuit.com
[5] twitter.com
[3] frankspeech.com
[2] thefederalist.com
[2] thegatewaypundit.com
[2] westernjournal.com
[1] t.me
[1] youtube.com
[1] breitbart.com

Top Domains in Tweet in G6:
[28] apple.com
[18] dystopiansurvival.com
[17] twitter.com
[12] townhall.com
[9] timgamble.com
[8] rockoftalk.chat
[6] abq.fm
[6] rockoftalk.com
[6] mobilequickconnect.co
[5] foxnews.com

Top Domains in Tweet in G7:
[31] reddit.com
[18] twitter.com
[14] rspradio1.com
[8] womenspowerbook.org
[8] futuredanger.com
[5] academia.org
[3] substack.com
[3] co.uk
[3] americanpridebooks.com
[3] ift.tt

Top Domains in Tweet in G8:
[2] twitter.com
[1] thegatewaypundit.com
[1] com.au
[1] breitbart.com
[1] manhattancontrarian.com
[1] youtube.com

Top Domains in Tweet in G9:
[94] conservativepapers.com
[48] conservativefiringline.com
[45] lidblog.com
[3] thegatewaypundit.com
[1] freebeacon.com
[1] lifesitenews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2782] tcot
[994] maga
[866] ccot
[575] tlot
[427] kag
[381] uspoli
[332] fjb
[329] teaparty
[321] gop
[319] usa



Top Hashtags in Tweet in G1:
[216] cop26
[151] un
[151] canadian
[114] canada
[28] corruption
[28] economicmismanagement
[28] housingcosts
[28] costofliving
[28] drugcrime
[24] cdnpoli

Top Hashtags in Tweet in G2:
[379] tcot
[156] maga
[135] gop
[106] p2
[106] tlot
[102] ccot
[78] letsgobrandon
[27] democrat
[27] migop
[13] minnesota

Top Hashtags in Tweet in G3:
[440] maga
[403] kag
[403] tcot
[381] uspoli
[110] gop
[77] guns
[75] covid19
[74] nra
[49] d_jessica_trump
[40] vaccine

Top Hashtags in Tweet in G4:
[537] tcot
[521] ccot
[319] tlot
[314] reason
[314] logic
[312] god
[308] jc
[307] j
[302] fjb
[296] usa

Top Hashtags in Tweet in G5:
[108] tcot
[36] scotus
[23] 2a
[22] climatechange
[19] 2020election
[19] climatehoax
[13] ccot
[8] 11/23/2021 12:00:00 AM
[5] newsmax
[5] pennsylvania

Top Hashtags in Tweet in G6:
[144] tcot
[66] ccot
[36] maga
[28] theverdict
[25] tlot
[23] prepper
[21] realnews
[21] survival
[15] tyranny
[14] history

Top Hashtags in Tweet in G7:
[154] tcot
[46] tlot
[34] objectivism
[34] aynrand
[32] pjnet
[24] factor
[24] tcot_talknlisten
[15] maga
[14] teaparty
[11] conservatives

Top Hashtags in Tweet in G8:
[35] tcot
[28] constitution
[18] ccot
[17] 1a
[17] 2a
[17] 4a
[17] 8a
[16] longliveliberty
[16] maga
[14] teaparty

Top Hashtags in Tweet in G9:
[171] tcot
[64] maga
[21] letsgobrandon
[19] fuckjoebiden
[18] fjoebiden
[17] bidenflation
[17] fjbiden
[17] fjb
[17] economy
[12] bidenisafailure

Top Words
Top Words in Tweet in Entire Graph:
[2782] #tcot
[994] #maga
[866] #ccot
[672] drgillleighton
[575] #tlot
[427] #kag
[381] #uspoli
[360] one
[354] #
[333] #fjb

Top Words in Tweet in G1:
[671] drgillleighton
[269] one
[243] parliament
[221] trudeau
[216] #cop26
[151] expensive
[151] environmentally
[151] costly
[151] conferences
[151] similar

Top Words in Tweet in G2:
[379] #tcot
[156] #maga
[135] #gop
[106] #p2
[106] #tlot
[102] #ccot
[82] marypatriott
[78] #letsgobrandon
[62] president
[55] trump

Top Words in Tweet in G3:
[440] #maga
[403] #kag
[403] #tcot
[381] #uspoli
[292] otiose94
[110] #gop
[106] vs
[79] patbagley
[77] #guns
[75] #covid19

Top Words in Tweet in G4:
[537] #tcot
[521] #ccot
[319] #tlot
[314] #reason
[314] #logic
[312] #god
[308] #jc
[307] #j
[307] #
[302] #fjb

Top Words in Tweet in G5:
[108] #tcot
[50] mach1broker
[47] ag
[36] #scotus
[30] action
[30] ask
[30] ags
[30] adjoining
[30] states
[30] petition

Top Words in Tweet in G6:
[144] #tcot
[66] #ccot
[41] vannschaffner
[36] #maga
[31] tedcruz
[30] muppets
[30] america
[28] senator
[28] ted
[28] cruz

Top Words in Tweet in G7:
[154] #tcot
[46] #tlot
[38] objectivism
[34] #objectivism
[34] #aynrand
[32] #pjnet
[31] right
[29] side
[29] patriots
[24] #factor

Top Words in Tweet in G8:
[35] #tcot
[30] great
[28] cluck
[28] good
[28] morning
[28] #constitution
[25] dooodle
[25] day
[21] republic
[18] #ccot

Top Words in Tweet in G9:
[171] #tcot
[64] #maga
[53] biden
[48] video
[32] joe
[27] yidwithlid
[26] people
[25] covid
[22] co_firing_line
[21] #letsgobrandon

Top Words in Tweet in G10:
[38] tcot
[18] ingroup
[17] tpot
[17] vibe
[16] postrat
[16] rat
[16] postrationalism
[16] rationalism
[16] pipeline
[16] type

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[578] #tcot,#ccot
[410] #maga,#kag
[410] #kag,#tcot
[341] #ccot,#tlot
[314] #tlot,#reason
[314] #reason,#logic
[310] #logic,#god
[308] #god,#jc
[307] #jc,#j
[301] #j,#fjb

Top Word Pairs in Tweet in G1:
[151] #cop26,one
[151] one,expensive
[151] expensive,environmentally
[151] environmentally,costly
[151] costly,conferences
[151] conferences,similar
[151] similar,#un
[151] #un,vacations
[150] drgillleighton,#cop26
[93] 100,days

Top Word Pairs in Tweet in G2:
[124] #tcot,#gop
[101] #gop,#p2
[98] #p2,#tlot
[98] #tlot,#ccot
[98] #ccot,#maga
[49] #tcot,#maga
[37] donald,trump
[35] disgraced,twice
[35] twice,impeached
[35] impeached,former

Top Word Pairs in Tweet in G3:
[403] #maga,#kag
[403] #kag,#tcot
[164] otiose94,#uspoli
[122] otiose94,#maga
[79] patbagley,#maga
[74] #nra,#guns
[56] #uspoli,#covid19
[50] #uspoli,#gop
[35] #gop,#nra
[30] #uspoli,#votes

Top Word Pairs in Tweet in G4:
[444] #tcot,#ccot
[319] #ccot,#tlot
[314] #tlot,#reason
[314] #reason,#logic
[310] #logic,#god
[308] #god,#jc
[307] #jc,#j
[301] #j,#fjb
[296] #fjb,#usa
[296] #usa,#

Top Word Pairs in Tweet in G5:
[30] #tcot,action
[30] action,ask
[30] ask,ag
[30] ag,ags
[30] ags,adjoining
[30] adjoining,states
[30] states,petition
[30] petition,#scotus
[30] #scotus,look
[30] look,mountain

Top Word Pairs in Tweet in G6:
[36] #ccot,#tcot
[29] america,#tcot
[28] senator,ted
[28] ted,cruz
[28] cruz,takes
[28] takes,muppets
[28] muppets,destroying
[28] destroying,america
[28] #tcot,#theverdict
[28] #theverdict,tedcruz

Top Word Pairs in Tweet in G7:
[45] #tcot,#tlot
[34] objectivism,#objectivism
[34] #objectivism,#aynrand
[34] #aynrand,#tcot
[29] right,side
[29] side,patriots
[24] #factor,#pjnet
[24] #pjnet,#tcot_talknlisten
[15] rittenhouse,trial
[11] indefinitely,#tcot

Top Word Pairs in Tweet in G8:
[28] good,morning
[25] cluck,dooodle
[25] #constitution,great
[25] great,day
[18] #tcot,#ccot
[17] defenders,#constitution
[17] #ccot,#1a
[17] #1a,#2a
[17] #2a,#4a
[17] #4a,#8a

Top Word Pairs in Tweet in G9:
[51] #tcot,#maga
[22] joe,biden
[21] video,#tcot
[18] #fuckjoebiden,#fjoebiden
[17] #fjoebiden,#fjbiden
[17] #fjbiden,#fjb
[13] #economy,#bidenflation
[10] #fjb,#letsgobrandon
[10] democrat,led
[10] led,michigan

Top Word Pairs in Tweet in G10:
[17] tpot,tcot
[16] ingroup,tpot
[16] tcot,postrat
[16] postrat,rat
[16] rat,postrationalism
[16] postrationalism,rationalism
[16] rationalism,vibe
[16] vibe,pipeline
[16] pipeline,type
[16] type,guy

Top Replied-To
Top Replied-To in Entire Graph:
@teampelosi
@uniteblue
@gopleader
@parafactual
@storebrandguy
@prerationalist
@kaepernick7
@askyatharth
@askingaoc
@thanksthoth

Top Replied-To in G2:
@gopleader
@potus
@leadermcconnell
@joebiden
@nasa
@juliavargasj
@germany
@elonmusk
@marylemanski
@nprpolitics

Top Replied-To in G3:
@jorgenson_jamie

Top Replied-To in G5:
@abc
@jdingirl

Top Replied-To in G6:
@tedcruz
@fbi
@fbiwfo

Top Replied-To in G8:
@actforamerica
@jackposobiec
@patykayks
@chrisremo
@spdustin
@trumptaxme
@stclairashley
@foxnewsradio
@sbalist
@charliekirk11

Top Replied-To in G10:
@thanksthoth
@vacayajo
@goblinodds
@micah_gj
@houellebecq_2
@__justplaying
@nobu_hibiki
@anonynaut
@eggprophet
@__frye

Top Mentioned
Top Mentioned in Entire Graph:
@drgillleighton
@otiose94
@maryfrommarin
@marypatriott
@patbagley
@proofblog
@mach1broker
@joebiden
@iotwclaudia
@publiusnv

Top Mentioned in G1:
@drgillleighton
@erinotoole
@pierrepoilievre
@mikebarretton
@johntory
@fordnation
@bbcnews
@drooleo
@reuters
@nancymcgill1

Top Mentioned in G2:
@marypatriott
@joebiden
@paulfreid5
@cnn
@foxnews
@donaldjtrumpjr
@potus
@laurenboebert
@gregabbott_tx
@wildmanbs

Top Mentioned in G3:
@otiose94
@patbagley
@wuerker
@thatstevesack
@halltoons
@adamzyglis
@claytoonz
@rob_rogers
@mluckovichajc
@chanlowe

Top Mentioned in G4:
@maryfrommarin
@proofblog
@iotwclaudia
@publiusnv
@johncitysq
@causeofourjoy
@34fryingpana22
@histevewilliams
@csteven
@denwillliberty

Top Mentioned in G5:
@mach1broker
@alexandraheuser
@mdj17
@txsnipergirl
@mykareno2
@danscavino
@ricksantorum
@cinnamonauntie
@joshmandelohio
@rickyle80284150

Top Mentioned in G6:
@vannschaffner
@tedcruz
@tuckercarlson
@rockoftalk_chat
@kurtschlichter
@seanhannity
@bozieg1
@caroljsroth
@scotsfyre
@dojph

Top Mentioned in G7:
@dianesori
@pen_bird
@irafeierabend
@crazz1818

Top Mentioned in G8:
@roosterpisces
@realdonaldtrump
@iceman10gunner
@trump_2020_1
@savvyhuman
@gatewaypundit
@vanaman
@anncoulter
@greggutfeld
@kellyannepolls

Top Mentioned in G9:
@yidwithlid
@co_firing_line
@americougar
@conservativemag
@derekdob
@maryfrommarin

Top Mentioned in G10:
@temeton_blue
@danielifidare
@eggprophet
@goblinodds
@cfbundy2
@gptbrooke
@anonynaut
@desiderratum
@rididelduol
@krikkitmotel

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@viralvideovlogs
@lehimesa
@porridgeisgood
@thehill
@4tchat
@3wombats
@starcoreone02
@lyndae222
@bob_stinson1234

Top Tweeters in G1:
@lyndae222
@reuters
@maegan_laporte
@bbcnews
@real_dr_roy
@4est2j
@catoletters
@hustler81
@erikluczak
@mouldssylvia

Top Tweeters in G2:
@starcoreone02
@ajgma
@elizbethlmaness
@jgionova
@foxnews
@miamipapers
@kaleidoscopet0
@nyt
@carol38553
@cnn

Top Tweeters in G3:
@jurylady5
@viralvideovlogs
@3wombats
@tallyannae
@slsandpet
@otiose94
@rbjron
@skynews
@stlhd100
@samsmith_phd

Top Tweeters in G4:
@porridgeisgood
@docwashburn
@mscontrariansci
@blisstabitha
@troubleddays
@putzie63
@wendydcoe
@mailonline
@nationalpost
@dailycaller

Top Tweeters in G5:
@jfsebastian146
@abc
@fiftyfiftygirl
@raulgar131
@marble300
@jane__eden
@dorothyhesp
@tweettruth2me
@uwsp46
@alexandraheuser

Top Tweeters in G6:
@kurtschlichter
@education_24x7
@jts_1957
@lori_clydesdale
@ktyrky1
@wantbighammer
@washtimes
@pittsburghpg
@katsuhikotsuda
@scotsfyre

Top Tweeters in G7:
@grammy620
@pen_bird
@revolutionscen
@raywatts
@aakashraut
@sensibleone
@centristmadness
@boltactionbeaut
@reenasharma38
@uplantatree

Top Tweeters in G8:
@ladydshops
@nypost
@lclynick
@roosterpisces
@richardstiller4
@patykayks
@tomtndean
@justmejill
@realdailywire
@firehousemike

Top Tweeters in G9:
@ibangel
@starrick1
@truthseeker6761
@conservativemag
@ladude2014
@yidwithlid
@cannoneerno4
@evsanson
@afed3352
@kbdabear

Top Tweeters in G10:
@infraredarmy
@micah_gj
@goblinodds
@vertinski
@__justplaying
@ross_roams
@gptbrooke
@imperative_the
@eggprophet
@zeldajunkielol2