tcot, Twitter, 9/7/2022 12:57:24 PM, 281447


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tcot_2022-09-06_20-30-40.xlsx
tcot_2022-09-06_20-30-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 07, 2022
Short Description:
tcot via NodeXL https://bit.ly/3RL2ZuD
@marypatriott
@bozieg1
@tuckercarlson
@maryfrommarin
@paulfreid5
@tx_1
@graybeered42
@docwashburn
@drgillleighton
@joebiden

Top hashtags:
#tcot
#ccot
#maga
#p2
#tlot
#gop
#pjnet
#rednationrising
#gettr
#conservative

Description:
Description
The graph represents a network of 1,176 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, 07 September 2022 at 03:33 UTC.

The requested start date was Wednesday, 07 September 2022 at 00:01 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, 17-hour, 50-minute period from Wednesday, 24 August 2022 at 00:12 UTC to Tuesday, 06 September 2022 at 18:02 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 : 1176
Unique Edges : 781
Edges With Duplicates : 3756
Total Edges : 4537
Number of Edge Types : 5
Replies to : 160
Mentions : 1009
Retweet : 913
MentionsInRetweet : 1347
Tweet : 1108
Self-Loops : 1187
Reciprocated Vertex Pair Ratio : 0.0205620287868403
Reciprocated Edge Ratio : 0.0402955003357958
Connected Components : 143
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 710
Maximum Edges in a Connected Component : 3303
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.956239
Graph Density : 0.00107757996815748
Modularity : 0.32078
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,176 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, 07 September 2022 at 03:33 UTC.

The requested start date was Wednesday, 07 September 2022 at 00:01 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, 17-hour, 50-minute period from Wednesday, 24 August 2022 at 00:12 UTC to Tuesday, 06 September 2022 at 18:02 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:
[23] https://rspradio1.com
[14] https://lifenews.com/
[14] https://www.lifesitenews.com/news/new-study-on-ivermectin-finds-92-effectiveness-at-stopping-death-from-covid/
[11] https://winteryknight.com/2022/08/26/audio-recording-confirms-hospital-performs-hysterectomies-on-children/
[9] https://www.lifenews.com/2022/09/02/joe-biden-will-turn-va-hospitals-into-abortion-centers-killing-babies/#.YxaKVs4V5sw.twitter
[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
[7] https://www.amazon.com/dp/B0B6Q8XC3V?ref_=pe_3052080_397514860
[7] https://m.theepochtimes.com/mkt_app/federal-court-strikes-down-transgender-medical-mandate_4692682.html
[7] https://nationalpost.com/opinion/np-view-sorry-trudeau-the-case-for-lng-is-clear-now-get-out-of-the-way
[6] https://www.zerohedge.com/technology/power-company-seizes-control-thermostats-colorado-during-heatwave

Top URLs in Tweet in G2:
[14] https://www.lifesitenews.com/news/new-study-on-ivermectin-finds-92-effectiveness-at-stopping-death-from-covid/
[6] https://m.theepochtimes.com/mkt_app/federal-court-strikes-down-transgender-medical-mandate_4692682.html
[5] https://www.wboy.com/news/tucker/coal-miners-help-push-tourists-dead-electric-car-in-tucker-county/
[3] https://lifenews.com/
[2] https://romancatholicman.com/wp/you-want-to-normalize-what-knock-it-off/
[2] https://www.toddstarnes.com/politics/see-it-dojs-redacted-affidavit-for-fbis-trump-raid/
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=05392eee-1e16-11ed-8619-6954766c6755&url=L25ld3MvZmVhdHVyZXMvMjAyMi0wOC0xNi9ob3ctYmlsbC1nYXRlcy1sb2JiaWVkLXRvLXNhdmUtdGhlLWNsaW1hdGUtdGF4LWJpbGwtYmlkZW4tanVzdC1zaWduZWQ=
[2] https://www.westernjournal.com/desantis-slaps-fda-lawsuit-putting-politics-patients/
[2] http://www.c-span.org/
[2] https://www.c-span.org/video/?522469-1/president-trump-holds-rally-wilkes-barre-pennsylvania

Top URLs in Tweet in G3:
[11] https://lifenews.com/
[11] https://winteryknight.com/2022/08/26/audio-recording-confirms-hospital-performs-hysterectomies-on-children/
[9] https://www.lifenews.com/2022/09/02/joe-biden-will-turn-va-hospitals-into-abortion-centers-killing-babies/#.YxaKVs4V5sw.twitter
[7] https://www.amazon.com/dp/B0B6Q8XC3V?ref_=pe_3052080_397514860
[6] https://www.theepochtimes.com/mainstream-media-reporters-target-biden-for-giving-polarizing-speech-flanked-by-us-marines_4705592.html?utm_source=ref_share&utm_campaign=tw&rs=SHRFLRZW
[6] https://www.theepochtimes.com/exclusive-vaccinated-making-up-higher-proportion-of-covid-19-metrics-in-us_4680687.html?utm_source=ref_share&utm_campaign=tw&rs=SHRFLRZW
[6] https://patch.com/california/across-ca/ca-ban-sale-new-gas-powered-cars-2035-survey?utm_source=twitter&utm_medium=web&utm_campaign=share
[6] https://www.zerohedge.com/technology/power-company-seizes-control-thermostats-colorado-during-heatwave
[5] https://www.washingtonexaminer.com/news/man-gets-shocking-quote-replace-electric-vehicles-battery
[5] http://proof-proofpositive.blogspot.com/2022/09/a-gift-of-flowers.html

Top URLs in Tweet in G4:
[2] https://twitter.com/hapkidogal/status/1563495712096423937
[2] https://www.history.com/this-day-in-history/rosenbergs-executed
[2] https://twitter.com/TheBeatWithAri/status/1564376326383058946
[2] https://www.youtube.com/watch?v=KS7pnPlQLcY

[2] https://www.msnbc.com/live
[2] https://twitter.com/mcarr2021/status/1565500516003508224
[1] https://twitter.com/ReallyAmerican1/status/1565464330975563776
[1] https://twitter.com/pauljgibler/status/1562640822532976641
[1] https://twitter.com/JohnWDean/status/1561909686571376640
[1] https://twitter.com/ljcSTILLme/status/1561769069178720264

Top URLs in Tweet in G6:
[4] https://www.espn.com/tennis/story/_/id/34457783
[3] https://www.breitbart.com/politics/2022/08/28/federal-judge-sides-with-trump-announces-preliminary-intent-for-special-master/
[3] https://www.breitbart.com/politics/2022/09/02/joe-biden-tries-to-walk-back-dark-speech-i-dont-consider-any-trump-supporter-to-be-a-threat/
[3] https://www.breitbart.com/politics/2022/08/26/affidavit/
[2] https://www.breitbart.com/politics/2022/08/30/fbi-official-accused-shutting-down-hunter-biden-probe-resigns/
[2] https://www.breitbart.com/clips/2022/09/05/grassley-fbi-director-wray-must-do-much-more-to-combat-agency-bias/
[1] https://twitter.com/whatgives1313/status/1562384407226646528
[1] https://www.breitbart.com/clips/2022/08/24/graham-i-dont-trust-doj-mar-a-lago-raid-same-playbook-as-russia-probe/
[1] https://twitter.com/NickAdamsinUSA/status/1561763756643860481
[1] https://www.breitbart.com/clips/2022/08/23/walensky-i-dont-want-to-re-visit-the-question-of-lockdowns-that-predated-me/

Top URLs in Tweet in G7:
[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
[3] http://www.futuredanger.com#NEWS-BLATANTLY-CENSORED
[2] https://twitter.com/SenatorRomney/status/1562473525335961600
[2] http://robhoey127.blogspot.com/2022/09/kansas-teacher-holds-moral-high-ground.html
[2] http://disq.us/t/4aequ46
[1] https://twitter.com/whitehouse/status/1562916200866267138
[1] https://www.nytimes.com/2022/08/25/us/politics/trump-justice-dept-affidavit.html
[1] https://www.etsy.com/shop/finefacetedgems?section_id=34510807&t=1661519485
[1] https://twitter.com/AmericanoMedia/status/1563003015602135041
[1] https://twitter.com/MeghanMcCain/status/1562995539100110848

Top URLs in Tweet in G8:
[7] https://nationalpost.com/opinion/np-view-sorry-trudeau-the-case-for-lng-is-clear-now-get-out-of-the-way
[1] https://nationalpost.com/opinion/colby-cosh-the-mystery-of-covids-origin-may-never-be-solved-china-might-like-that
[1] https://twitter.com/MercedesGlobal/status/1295760328383442945
[1] https://nationalpost.com/news/politics/procurement-ombudsman-opens-investigation-into-six-sole-source-contracts-awarded-to-we-by-trudeau-government/wcm/23d56872-3b77-4b81-9cf8-10ca96cb721e/amp/?__twitter_impression=true
[1] https://twitter.com/peteypopetey/status/1296892027456466944
[1] https://www.taxpayer.com/newsroom/budget-2022-another-credit-card-budget-from-freeland
[1] https://tnc.news/2022/08/30/pcq-vandals/

Top URLs in Tweet in G9:
[1] https://www.dailywire.com/news/white-house-asked-meta-to-remove-fauci-parody-account-meta-responded-in-less-than-60-seconds
[1] https://www.dailysignal.com/2022/08/19/the-border-goes-north-and-blue-city-mayors-melt-down/?utm_source=TDS_Email&utm_medium=email&utm_campaign=MorningBell&mkt_tok=ODI0LU1IVC0zMDQAAAGGZAGmooAFqUtqmSXW8E_nhp_jKm85dVkoaGv5-xco28-T7gghDCxdM1osJJXE_N8uhIjVrTR_MQU5S9iMTrdkY4sLjpv1rj--HIElb5sTMyzCMw
[1] https://www.foxbusiness.com/economy/half-us-companies-preparing-cut-jobs-survey-shows
[1] https://www.dailywire.com/news/energy-sec-granholm-families-should-use-ev-tax-credits-weatherize-their-homes-finance-solar-panels-to-cope-with-inflation?utm_medium=email&utm_source=cnemail&seyid=17575
[1] https://www.westernjournal.com/key-obama-official-shreds-bidens-reckless-student-debt-cancellation-everyone-else-will-pay/
[1] https://www.dailywire.com/news/biden-mocks-reporter-who-asks-if-its-unfair-to-cancel-student-loan-debt?utm_medium=email&utm_source=cnemail&seyid=18145
[1] https://www.dailywire.com/news/d-c-mayor-says-unvaccinated-students-are-banned-from-in-person-learning-ahead-of-school-year-no-alternative-provided?itm_source=parsely-api?utm_campaign=daily_shapiro&utm_medium=email&utm_source=housefile&utm_content=daily
[1] https://www.dailysignal.com/2022/08/25/homeland-securitys-equity-action-plan-doubles-down-on-discrimination/?utm_source=TDS_Email&utm_medium=email&utm_campaign=MorningBell&mkt_tok=ODI0LU1IVC0zMDQAAAGGiA14zBNhVJrIHmi_aav9xglAD6tY0MpP2d77l0CTNQQNr4d3iETile6WNe7r6GuyamXV3M6JWAM3ZALLbklN5aInym5dBd1HQgWuti1_T60gZg
[1] https://www.dailysignal.com/2022/08/31/biden-is-the-real-semi-facist/?utm_source=TDS_Email&utm_medium=email&utm_campaign=CapitolBell&mkt_tok=ODI0LU1IVC0zMDQAAAGGlFwp6BRtHEqfUA7JR-azTOSvZOlc9aID9sKNlxcAUVnXpd6mwy7mUdJgESF5apC-aojL5r9lIRFXbq4YUzuu3hW19gtTGWmMXUInUG2cvg4pDA
[1] https://www.dailysignal.com/2022/09/01/bidens-authoritarian-speech/?utm_source=TDS_Email&utm_medium=email&utm_campaign=MorningBell&mkt_tok=ODI0LU1IVC0zMDQAAAGGnKcB6MdxSCQicoiMxdpQ_a5SochvkMLZf67V0xC5iDjdEnpG5e0TejjvkGTxU9vejgrAggc1ElDjRns4HLK9gU9ujUE4d2xZ6rs5BCIo0_LaNw

Top URLs in Tweet in G10:
[3] https://en.mehrnews.com/news/190631/US-military-biological-program-poses-threat-to-SCO-nations
[2] https://www.foxbusiness.com/lifestyle/washington-massachusetts-californias-gas-car-sales-ban
[2] https://www.rt.com/russia/560766-west-ukraine-biolab-shift-blame/
[2] https://www.rt.com/news/561406-youtube-leaked-censorship-ukraine/
[1] https://abcnews.go.com/International/24-australians-arrested-deliberately-setting-fires-season/story?id=68108272
[1] https://www.washingtonpost.com/world/2022/08/25/australia-wildfire-ozone-layer-damage-climate-change/
[1] https://www.slashgear.com/984329/this-chevy-volt-battery-replacement-shows-an-outrageous-repair-cost-after-only-70k-miles/
[1] https://www.nbcnews.com/business/business-news/california-bans-sales-new-gasoline-powered-cars-2035-rcna44855
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=6774d034-226e-11ed-97b3-535876646b74&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wOC0yMi90aGUtaXJzLWdldHRpbmctODctMDAwLWFnZW50cy13b24tdC1tZWFuLW1vcmUtYXVkaXRzLW5vdw==
[1] https://www.foxbusiness.com/live-news/stock-market-news-today-8-26-2022

Top Domains
Top Domains in Tweet in Entire Graph:
[260] twitter.com
[119] dailysign.al
[54] youtube.com
[44] breitbart.com
[39] babylonbee.com
[35] lifenews.com
[33] theepochtimes.com
[28] reddit.com
[25] theconservativetreehouse.com
[24] lifesitenews.com

Top Domains in Tweet in G2:
[17] theepochtimes.com
[17] lifesitenews.com
[6] twitter.com
[5] lifenews.com
[5] wboy.com
[4] westernjournal.com
[4] c-span.org
[2] romancatholicman.com
[2] toddstarnes.com
[2] bloomberg.com

Top Domains in Tweet in G3:
[36] babylonbee.com
[30] lifenews.com
[24] theconservativetreehouse.com
[16] winteryknight.com
[15] twitter.com
[14] theepochtimes.com
[8] substack.com
[8] patch.com
[7] lifesitenews.com
[7] amazon.com

Top Domains in Tweet in G4:
[74] twitter.com
[3] theguardian.com
[2] history.com
[2] youtube.com
[2] msnbc.com
[2] apple.news
[1] study.com
[1] allthatsinteresting.com
[1] yahoo.com
[1] nytimes.com

Top Domains in Tweet in G6:
[38] breitbart.com
[36] twitter.com
[4] espn.com
[3] foxnews.com
[2] dailycaller.com
[2] cato.org
[1] msn.com
[1] nypost.com

Top Domains in Tweet in G7:
[21] memes4jesus.com
[14] twitter.com
[8] womenspowerbook.org
[4] academia.org
[3] futuredanger.com
[2] nytimes.com
[2] amazon.com
[2] blogspot.com
[2] ac.jp
[2] boxfresh.site

Top Domains in Tweet in G8:
[9] nationalpost.com
[2] twitter.com
[1] taxpayer.com
[1] tnc.news

Top Domains in Tweet in G9:
[6] dailywire.com
[4] dailysignal.com
[4] gelbspanfiles.com
[2] twitter.com
[1] foxbusiness.com
[1] westernjournal.com
[1] thefederalist.com
[1] pjmedia.com
[1] townhall.com
[1] nytimes.com

Top Domains in Tweet in G10:
[4] rt.com
[3] foxbusiness.com
[3] mehrnews.com
[1] go.com
[1] washingtonpost.com
[1] slashgear.com
[1] nbcnews.com
[1] bloomberg.com
[1] theblaze.com
[1] biblehub.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1792] tcot
[543] ccot
[462] maga
[321] p2
[283] tlot
[271] gop
[193] pjnet
[158] rednationrising
[114] gettr
[78] conservative



Top Hashtags in Tweet in G1:
[67] greatbritain
[66] conservative
[66] sunday
[2] tcot
[2] sense
[2] truth
[1] news
[1] god

Top Hashtags in Tweet in G2:
[118] tcot
[21] maga
[3] trump
[2] liberalcrocodiletears
[2] ccot
[2] rinos
[2] usa
[1] dumpdaca
[1] buildthewall
[1] enforcethelaw

Top Hashtags in Tweet in G3:
[211] ccot
[211] tcot
[157] rednationrising
[35] renewus
[23] prolife
[4] texas
[2] maga
[1] fresno
[1] pp
[1] ca

Top Hashtags in Tweet in G4:
[244] tcot
[217] gop
[210] tlot
[162] maga
[143] p2
[124] ccot
[114] gettr
[63] foxnews
[54] foxandfriends
[51] cult45

Top Hashtags in Tweet in G5:
[27] democratsaredestroyingamerica
[15] democratsareevil
[14] democratsaretheproblem
[13] liberallunacy
[13] factsmatter
[11] bidendestroysamerica
[11] bidenworstpresidentever
[10] tcot
[4] bidenworstpresidentinhistory
[4] bidencrimefamilly

Top Hashtags in Tweet in G6:
[116] tcot
[82] ccot
[65] wakeupamerica
[61] lnyhbt
[60] conservatives
[33] bidenlied
[21] maga
[6] wakepamerica
[5] federalgovernment
[5] maga2024

Top Hashtags in Tweet in G7:
[127] tcot
[22] faith
[8] p2
[8] aurobindo
[8] tagore
[6] gop
[6] bbcnews
[6] cnn
[6] nypost
[6] foxnews

Top Hashtags in Tweet in G8:
[14] cdnpoli
[11] tcot
[5] uspoli
[3] canada
[3] trudeaushitshow
[2] hypocrisy
[2] kleptocracy
[2] lies
[2] we
[1] trudeaucrimeminister

Top Hashtags in Tweet in G9:
[36] tcot
[18] gop
[15] migop
[11] democrat
[5] democrats
[5] ccot
[4] maga
[3] globalwarming
[3] msm
[3] ultramaga

Top Hashtags in Tweet in G10:
[72] tcot
[31] ccot
[30] pjnet
[26] dems
[17] maga
[13] democratshateamerica
[6] p2
[6] midterms2022
[5] democrats
[4] trump

Top Words
Top Words in Tweet in Entire Graph:
[1792] #tcot
[543] #ccot
[462] #maga
[321] #p2
[283] #tlot
[271] #gop
[202] biden
[193] #pjnet
[164] maryfrommarin
[158] #rednationrising

Top Words in Tweet in G1:
[132] father
[132] calvinrobinson
[130] jaxonite007
[67] thank
[67] tuckercarlson
[67] #greatbritain
[67] show
[67] calvin
[66] having
[66] one

Top Words in Tweet in G2:
[128] marypatriott
[118] #tcot
[26] biden
[21] #maga
[21] covid
[20] oh
[19] lifesite
[19] hahahahahahahahaha
[17] ivermectin
[16] people

Top Words in Tweet in G3:
[211] #ccot
[211] #tcot
[164] maryfrommarin
[157] #rednationrising
[53] johncitysq
[51] publiusnv
[48] biden
[42] carla_venezia
[39] arqahn
[38] iotwclaudia

Top Words in Tweet in G4:
[244] #tcot
[217] #gop
[210] #tlot
[162] #maga
[143] #p2
[124] #ccot
[114] #gettr
[63] #foxnews
[54] #foxandfriends
[51] #cult45

Top Words in Tweet in G5:
[50] davegosh6
[27] #democratsaredestroyingamerica
[20] student
[19] here's
[19] thought
[19] dont
[19] more
[19] colleges
[19] offer
[19] work

Top Words in Tweet in G6:
[116] #tcot
[82] #ccot
[65] #wakeupamerica
[61] #lnyhbt
[60] #conservatives
[58] corrupt
[46] biden
[41] lying
[33] #bidenlied
[31] wray

Top Words in Tweet in G7:
[127] #tcot
[22] #faith
[16] christmas
[13] tcot
[12] biden
[12] milk
[10] indefinitely
[8] #p2
[8] against
[8] shave

Top Words in Tweet in G8:
[49] drgillleighton
[44] trudeau
[23] freeland
[22] nothing
[20] again
[19] once
[19] refuses
[19] reduce
[19] job
[19] killing

Top Words in Tweet in G9:
[36] #tcot
[18] #gop
[15] #migop
[14] joebiden
[12] president
[11] #democrat
[7] rifle
[6] dr
[6] ar
[6] 15

Top Words in Tweet in G10:
[72] #tcot
[31] #ccot
[30] #pjnet
[29] adrian_fontes
[28] walshfreedom
[27] thedemocrats
[26] #dems
[24] katiehobbs
[22] phil35521168
[21] secretaryhobbs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[308] #tcot,#ccot
[206] #maga,#tcot
[164] #p2,#tcot
[147] #tcot,#pjnet
[135] #tcot,#gop
[134] #ccot,#maga
[132] father,calvinrobinson
[129] #tcot,#tlot
[119] #gop,#p2
[119] #p2,#tlot

Top Word Pairs in Tweet in G1:
[132] father,calvinrobinson
[66] thank,tuckercarlson
[66] tuckercarlson,having
[66] having,father
[66] calvinrobinson,one
[66] one,brightest
[66] brightest,#conservative
[66] #conservative,minds
[66] minds,#greatbritain
[66] really,looking

Top Word Pairs in Tweet in G2:
[19] lifesite,#tcot
[16] #maga,#tcot
[15] electric,car
[14] study,ivermectin
[14] ivermectin,finds
[14] finds,92
[14] 92,effectiveness
[14] effectiveness,stopping
[14] stopping,death
[14] death,covid

Top Word Pairs in Tweet in G3:
[141] #tcot,#ccot
[104] #ccot,#rednationrising
[40] #tcot,#rednationrising
[31] #ccot,#tcot
[31] #rednationrising,publiusnv
[24] publiusnv,johncitysq
[23] 34fryingpana22,maulden_jerry
[21] thebabylonbee,#tcot
[20] #ccot,#renewus
[20] #renewus,#tcot

Top Word Pairs in Tweet in G4:
[120] #tcot,#gop
[119] #gop,#p2
[119] #p2,#tlot
[119] #tlot,#ccot
[118] #ccot,#maga
[114] #maga,#gettr
[66] #tcot,#tlot
[66] #tlot,#gop
[52] #foxandfriends,#tcot
[49] #foxnews,#foxandfriends

Top Word Pairs in Tweet in G5:
[19] here's,thought
[19] thought,dont
[19] dont,more
[19] more,colleges
[19] colleges,offer
[19] offer,student
[19] student,work
[19] work,tuition
[19] tuition,program
[19] program,seen

Top Word Pairs in Tweet in G6:
[80] #tcot,#ccot
[58] #ccot,#wakeupamerica
[43] #wakeupamerica,#conservatives
[39] #conservatives,#lnyhbt
[22] garland,wray
[21] corrupt,lying
[16] #maga,#tcot
[15] corrupt,liars
[13] rule,law
[13] wray,corrupt

Top Word Pairs in Tweet in G7:
[22] #faith,#tcot
[10] indefinitely,#tcot
[8] #tcot,#aurobindo
[8] #aurobindo,#tagore
[8] #tagore,uks
[8] uks,nhs
[8] nhs,usas
[8] usas,silicon
[8] silicon,valley
[8] valley,rely

Top Word Pairs in Tweet in G8:
[19] trudeau,once
[19] once,again
[19] again,refuses
[19] refuses,reduce
[19] reduce,job
[19] job,killing
[19] killing,poverty
[19] poverty,inflicting
[19] inflicting,carbon
[19] carbon,tax

Top Word Pairs in Tweet in G9:
[15] #tcot,#gop
[15] #gop,#migop
[11] #democrat,president
[10] president,joebiden
[5] #tcot,#ccot
[3] joebiden,tries
[3] tries,keep
[3] keep,telling
[3] telling,economy
[3] economy,great

Top Word Pairs in Tweet in G10:
[30] #ccot,#tcot
[29] #tcot,#pjnet
[13] #dems,#tcot
[11] secretaryhobbs,katiehobbs
[11] walshfreedom,adrian_fontes
[10] phil35521168,remember
[9] #pjnet,#democratshateamerica
[8] adrian_fontes,secretaryhobbs
[7] adrian_fontes,katiehobbs
[7] nothing,more

Top Replied-To
Top Replied-To in Entire Graph:
@kelly_resister
@uniteblue
@walshfreedom
@waynedupreeshow
@yesnicksearcy
@stillgray
@marshablackburn
@adrian_fontes
@katiehobbs
@vp

Top Replied-To in G2:
@waynedupreeshow
@marshablackburn
@teampelosi
@cherokeeblood10
@lost21stcentury
@jackposobiec
@chelseaclinton
@billfoxla
@bennyjohnson
@presssec

Top Replied-To in G3:
@epochtvus

Top Replied-To in G4:
@kelly_resister
@repmtg
@potus
@randyrrquaid
@lindseygrahamsc
@repswalwell
@michaeljemmisr
@newsmax

Top Replied-To in G5:
@vp
@jdcocchiarella

Top Replied-To in G6:
@joelpollak
@elonmusk

Top Replied-To in G9:
@ctgop

Top Replied-To in G10:
@walshfreedom
@katiehobbs
@adrian_fontes
@stillgray
@bgonthescene
@firesidebrandt
@artvalley818_
@usbpchiefmip
@brahmresnik
@javonaprice

Top Mentioned
Top Mentioned in Entire Graph:
@maryfrommarin
@marypatriott
@calvinrobinson
@jaxonite007
@tuckercarlson
@johncitysq
@publiusnv
@davegosh6
@drgillleighton
@carla_venezia

Top Mentioned in G1:
@calvinrobinson
@jaxonite007
@tuckercarlson
@gbnews
@bozieg1

Top Mentioned in G2:
@marypatriott
@marshablackburn
@chuckcallesto
@diegoskilt
@bennyjohnson
@gop
@waynedupreeshow
@dagenmcdowell
@joebi
@foxnews

Top Mentioned in G3:
@maryfrommarin
@johncitysq
@publiusnv
@carla_venezia
@arqahn
@iotwclaudia
@34fryingpana22
@maulden_jerry
@thebabylonbee
@wintery_knight

Top Mentioned in G4:
@paulfreid5
@kelly_resister
@ustankkk
@albertdeascenti
@portcitypisces
@gop
@senategop
@housegop
@gopleader
@repmtg

Top Mentioned in G5:
@davegosh6
@kurtbahr
@realyost
@sharmullins
@reaganinsight
@ibdubious
@4theloveofm0ney
@deweylovesjesus
@freespeech7770
@thedvsvet

Top Mentioned in G6:
@bozieg1
@alimayorkas
@tuckercarlson
@judgejeanine
@chuckgrassley
@senronjohnson
@presssec
@johnpodesta
@seanhannity
@govgaryjohnson

Top Mentioned in G7:
@geniuskhan
@robhoey
@southerngemgal

Top Mentioned in G8:
@drgillleighton
@pierrepoilievre
@mailonline
@marypatriott
@skynewsaust
@candicebergenmp
@mikebarretton
@fordnation
@erinotoolemp
@realdonaldtrump

Top Mentioned in G9:
@joebiden
@martyheiser3
@georgecolli
@danscavino
@leeelci
@toddtalk
@leoralevyct
@thisrepubgirl
@colleenmary70
@questionagw

Top Mentioned in G10:
@adrian_fontes
@thedemocrats
@walshfreedom
@phil35521168
@secretaryhobbs
@katiehobbs
@potus
@barackobama
@karilake
@realdonaldtrump

Top Tweeters
Top Tweeters in Entire Graph:
@orgetorix
@patriotmarie70
@jjauthor
@lyndae222
@backstorymom1
@chuddles11
@katcapps
@reuters
@docwashburn
@tadrow

Top Tweeters in G1:
@kulganofcrydee
@grancake
@richlin11a
@gilljames54
@irene48
@sarapadmore
@anthea_bailey
@britom1947
@daviddsmithson1
@heath6789

Top Tweeters in G2:
@orgetorix
@foxnews
@debrabuenik
@outhere
@andyblandina
@blueyes9445
@dbtayor
@waynedupreeshow
@phyddledd
@mikezzz111

Top Tweeters in G3:
@docwashburn
@mscontrariansci
@thewaterflea
@dreamweaver61
@reneemccone
@russjensen5
@dailycaller
@eternalritewing
@causeofourjoy
@iotwclaudia

Top Tweeters in G4:
@nytimes
@abc
@hapkidogal
@cbprincess5
@gdad1
@papijones4
@yahoonews
@portcitypisces
@bjsbook
@deb_523

Top Tweeters in G5:
@grandmaj2
@blueshu22
@cmteed
@pamt817716
@nigella_i5e
@leonard_per
@alphasghost
@grammam1955
@tinaharley883
@marisacalvo6

Top Tweeters in G6:
@patriotmarie70
@jjauthor
@sunnyek
@dianestraley
@gopgetabackbone
@quintongodsell
@azred65
@margaretaugrad
@irishamrep1
@catoinstitute

Top Tweeters in G7:
@southerngemgal
@geniuskhan
@unionbuster
@wmwallace1911
@womenspowercen
@robhoey
@bad_takes
@sensibleone
@alantonelson
@sreddi_515

Top Tweeters in G8:
@lyndae222
@telegraph
@mailonline
@erikluczak
@skynewsaust
@bcbluecon
@lindcalgary
@lakecitygirl
@edventure9
@drgillleighton

Top Tweeters in G9:
@skb_sara
@cyclejunkie88
@falliveneedward
@grnconservatism
@ctcapitolreport
@ggreenwald
@luvdapats
@bertspost
@sherimagaa
@kendixonct

Top Tweeters in G10:
@backstorymom1
@walshfreedom
@bretbaier
@tchutchx
@realdonaldtrump
@partesanjournal
@brahmresnik
@thedemocrats
@chemtrailactivi
@votetrumppics


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