McCarthy geocode:38.88976913154021,-77.01132454465257,10mi, Twitter, 1/5/2023 10:38:48 PM, 287416


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McCarthy geocode:38.88976913154021,-77.01132454465257,10mi Twitter NodeXL SNA Map and Report for Thu
McCarthy geocode:38.88976913154021,-77.01132454465257,10mi Twitter NodeXL SNA Map and Report for Thu
From:
SMRFoundation
Uploaded on:
January 05, 2023
Short Description:
McCarthy geocode:38.88976913154021,-77.01132454465257,10mi via NodeXL https://bit.ly/3GkbQ2i
@gopleader
@trumppumpspoo
@potus
@repjeffries
@pridgewessea
@mattgaetz
@repmtg
@jakesherman
@kdbyproxy
@bannons_warroom

Top hashtags:
#mccarthy
#speakerofthehouse
#politics

Description:
Description
The graph represents a network of 5,380 Twitter users whose recent tweets contained "McCarthy geocode:38.88976913154021,-77.01132454465257,10mi", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 05 January 2023 at 22:33 UTC.

The tweets in the network were tweeted over the 10-day, 2-hour, 34-minute period from Monday, 26 December 2022 at 18:50 UTC to Thursday, 05 January 2023 at 21:25 UTC.

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 : 5380
Unique Edges : 5666
Edges With Duplicates : 11360
Total Edges : 17026
Number of Edge Types : 3
Tweet : 9968
Mentions : 4852
Replies to : 2206
Self-Loops : 9968
Reciprocated Vertex Pair Ratio : 0.00509722484425146
Reciprocated Edge Ratio : 0.0101427498121713
Connected Components : 1741
Single-Vertex Connected Components : 1403
Maximum Vertices in a Connected Component : 3059
Maximum Edges in a Connected Component : 12063
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.499113
Graph Density : 0.000183973057829878
Modularity : 0.312687
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,380 Twitter users whose recent tweets contained "McCarthy geocode:38.88976913154021,-77.01132454465257,10mi", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 05 January 2023 at 22:33 UTC.

The tweets in the network were tweeted over the 10-day, 2-hour, 34-minute period from Monday, 26 December 2022 at 18:50 UTC to Thursday, 05 January 2023 at 21:25 UTC.

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 : TwitterSearch
Graph Term : McCarthy geocode:38.88976913154021,-77.01132454465257,10mi
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] https://www.washingtonpost.com/politics/2023/01/03/speaker-house-vote-mccarthy-new-congress/
[32] https://thehill.com/homenews/house/3798091-house-speaker-election-coverage-mccarthy-seeks-path-to-victory-on-day-2/
[32] https://www.washingtontimes.com/news/2022/dec/26/steve-scalise-waiting-shadows-kevin-mccarthy-strug/
[28] https://www.washingtonpost.com/politics/2023/01/03/mccarthy-speaker-revolt/
[28] https://time.com/6243981/mccarthy-proposes-gutting-office-of-congressional-ethics-in-bid-for-speaker/
[25] https://www.washingtonpost.com/politics/2023/01/04/house-speaker-vote-live-updates-kevin-mccarthy/
[20] https://apnews.com/article/biden-politics-us-republican-party-united-states-house-of-representatives-kevin-mccarthy-8b1d6cdf0d75dfc95b195c301f9ae344
[19] https://www.nytimes.com/2023/01/02/opinion/kevin-mccarthy-speaker-vote.html
[19] https://thehill.com/homenews/house/3796286-live-coverage-house-set-to-vote-for-next-speaker/
[17] https://www.washingtonpost.com/politics/2023/01/05/house-speaker-vote-live-updates-kevin-mccarthy/

Top URLs in Tweet in G1:
[13] https://www.washingtonpost.com/politics/2023/01/03/speaker-house-vote-mccarthy-new-congress/
[13] https://www.washingtonpost.com/politics/2023/01/04/house-speaker-vote-live-updates-kevin-mccarthy/
[10] https://www.grid.news/story/politics/2023/01/04/what-the-freedom-caucus-wants-from-kevin-mccarthy-in-the-house-speaker-fight/
[9] https://www.house.gov/committees/committees-no-longer-standing
[8] https://www.washingtonpost.com/opinions/2023/01/03/kevin-mccarthy-political-fable-boehner-cantor-ryan/
[6] https://twitter.com/haleytalbotnbc/status/1609961070860374020
[6] https://www.wsj.com/livecoverage/kevin-mccarthy-house-speaker-vote-santos
[6] https://www.washingtonpost.com/politics/2023/01/02/kevin-mccarthy-speaker-house-vote/
[5] https://www.nytimes.com/2022/12/29/opinion/kevin-mccarthy-house-speaker-vote.html?smid=tw-share
[5] https://twitter.com/JakeSherman/status/1609678414151139330

Top URLs in Tweet in G2:
[28] https://thehill.com/homenews/house/3798091-house-speaker-election-coverage-mccarthy-seeks-path-to-victory-on-day-2/
[18] https://thehill.com/homenews/house/3796286-live-coverage-house-set-to-vote-for-next-speaker/
[12] https://thehill.com/homenews/house/3800187-house-speaker-election-coverage-mccarthy-negotiates-day-3-of-voting/
[10] https://www.nbcnews.com/politics/congress/mccarthys-bid-house-speaker-remains-uncertain-moment-truth-arrives-rcna61553
[9] https://thehill.com/homenews/sunday-talk-shows/3794822-kinzinger-blames-mccarthy-for-trump-factor-crazy-elements-in-congress/
[9] https://www.nbcnews.com/politics/congress/mccarthy-makes-concessions-heading-third-day-house-voting-speaker-rcna64097
[8] https://thehill.com/homenews/senate/3797304-gop-senators-worry-mccarthy-diminished-by-nasty-leadership-battle/
[8] https://thehill.com/homenews/3798684-gaetz-on-trump-support-for-mccarthy-sad/
[7] https://theintercept.com/2023/01/03/kevin-mccarthy-aoc-matt-gaetz-speaker/
[6] https://thehill.com/homenews/3795474-gop-lawmaker-teases-true-conservative-alternative-to-mccarthy-ahead-of-speaker-vote/

Top URLs in Tweet in G3:
[9] https://elpolitico.com/kevin-mccarthy-hace-concesiones-con-republicanos-para-lograr-la-camara-de-representantes/
[6] https://elpolitico.com/republicanos-asumen-el-control-de-la-camara-baja-sin-kevin-mccarthy/
[5] https://elpolitico.com/liderazgo-republicano-complicado-para-escoger-relevo-de-pelosi/
[4] https://elpolitico.com/las-culpas-de-mccarthy-en-el-caos-de-la-eleccion-del-speaker-of-the-house/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://elpolitico.com/republicanos-asumen-el-control-de-la-camara-baja-sin-kevin-mccarthy/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[3] https://elpolitico.com/es-imposible-ser-un-lider-republicano-en-esta-era/
[3] https://elpolitico.com/las-culpas-de-mccarthy-en-el-caos-de-la-eleccion-del-speaker-of-the-house/
[2] https://twitter.com/emilybrooksnews/status/1601021741824110592?s=20
[2] https://thehill.com/homenews/house/3795223-mccarthy-offers-concessions-to-detractors-with-house-rules-package/
[2] https://thehill.com/homenews/house/3793777-mccarthy-reaches-moment-of-truth-in-speakership-election/

Top URLs in Tweet in G4:
[20] https://www.washingtonpost.com/politics/2023/01/03/mccarthy-speaker-revolt/
[10] https://www.washingtonpost.com/politics/2023/01/03/speaker-house-vote-mccarthy-new-congress/
[9] https://www.washingtonpost.com/politics/2023/01/04/house-speaker-vote-live-updates-kevin-mccarthy/
[7] https://www.washingtonpost.com/politics/2023/01/02/kevin-mccarthy-speaker-house-vote/
[7] https://www.washingtonpost.com/politics/2023/01/04/kevin-mccarthy-house-speaker-vote/
[7] https://www.politico.com/news/2023/01/03/white-house-mccarthy-biden-00076232
[6] https://www.washingtonpost.com/politics/2023/01/05/house-speaker-vote-live-updates-kevin-mccarthy/
[5] https://www.washingtonpost.com/politics/2023/01/05/mccarthy-critics-house-republicans-speaker
[5] https://www.politico.com/newsletters/playbook/2023/01/05/inside-mccarthys-brewing-speaker-deal-00076507
[4] https://www.washingtonpost.com/opinions/2023/01/03/kevin-mccarthy-in-trouble-speaker-maga-freedom-caucus/

Top URLs in Tweet in G5:
[5] https://www.newsweek.com/while-gop-implodes-democrats-are-united-america-opinion-1771390
[3] https://rollcall.com/2023/01/03/mccarthy-opponents-unmoved-as-speaker-election-drags-on/
[3] https://rollcall.com/2023/01/04/house-resumes-speaker-votes-with-new-alternative-similar-result/
[3] https://win.emilyslist.org/a/donate-to-emily
[3] https://emilyslist.org/
[3] https://www.fox5dc.com/live
[2] https://jewishinsider.com/2023/01/daily-kickoff-lloyd-austin-to-address-aipac-confab-previewing-ces/
[2] https://www.nbcnews.com/meet-the-press/meetthepressblog/mccarthy-falls-short-first-ballot-speaker-jeffries-consolidates-democr-rcna64100
[2] https://twitter.com/RepScottPerry/status/1610260382903603206
[2] https://rollcall.com/2023/01/02/mccarthy-releases-house-rules-package-still-short-speaker-votes/

Top URLs in Tweet in G6:
[8] https://www.nytimes.com/2023/01/02/opinion/kevin-mccarthy-speaker-vote.html
[6] https://time.com/6243981/mccarthy-proposes-gutting-office-of-congressional-ethics-in-bid-for-speaker/
[4] https://www.washingtonpost.com/opinions/2023/01/04/kevin-mccarthy-house-speaker-election-satire/
[2] https://thedispatch.com/article/kevin-mccarthy-in-leadership-limbo/
[2] https://www.welt.de/politik/ausland/article242984635/Kevin-McCarthy-Um-an-die-Macht-zu-kommen-macht-er-sich-erpressbar.html
[2] https://www.welt.de/politik/ausland/plus243014457/USA-Drama-um-Kevin-McCarthy-die-Republikaner-sind-dabei-sich-selbst-zu-zerstoeren.html
[2] https://www.politico.com/news/2022/12/30/mccarthy-biden-conservatives-investigations-00075847
[2] https://www.businessinsider.com/aoc-mccarthy-shots-democrats-would-be-unconscious-lost-votes-2023-1?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[2] https://twitter.com/steve_vladeck/status/1610435755813359616
[2] https://www.nytimes.com/2023/01/03/us/politics/kevin-mccarthy-speaker-vote.html

Top URLs in Tweet in G7:
[3] https://thehill.com/opinion/campaign/3800276-kevin-mccarthys-debacle-underscores-the-gops-deeper-troubles/
[2] https://theintercept.com/2023/01/03/kevin-mccarthy-aoc-matt-gaetz-speaker/
[2] https://tweetedtimes.com/KenFeltman
[1] https://apple.news/Aa_Deqpz5RHWDwUjLK6t1Sg
[1] https://nv.ua/
[1] https://english.nv.ua/nation/eu-council-calls-for-suspension-from-un-security-council-for-russia-news-50293020.html
[1] https://edition.cnn.com/2023/01/02/politics/kevin-mccarthy-house-speaker-struggle/index.html
[1] https://twitter.com/Bevin802/status/1610971105937788931
[1] https://twitter.com/NobodyLikedIt/status/1610634512240721920
[1] https://www.politico.com/news/2023/01/04/house-gop-enters-second-day-of-speaker-vote-with-no-plan-00076301?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[2] https://www.washingtonpost.com/politics/2023/01/05/house-speaker-vote-live-updates-kevin-mccarthy/
[2] https://theintercept.com/2023/01/03/kevin-mccarthy-aoc-matt-gaetz-speaker/
[2] https://www.businessinsider.com/marjorie-taylor-greene-real-speaker-kevin-mccarthy-picked-joe-walsh-2022-11?amp
[1] https://www.nytimes.com/interactive/2023/01/04/us/politics/house-speaker-republicans-vote-against-mccarthy.html?unlocked_article_code=AAAAAAAAAAAAAAAACEIPuonUyYiZ_tU1Gw5CRWySB4B99Vre3L-XnPshnTjmKyyUVTdJ1KMVBJWb9gLWfadqZNYpmi6WXMJLNL4kTfppi_FYI0EoQgaho52fhNEAKC48s56zTyU2w5fJF_gewAPdU1OYeq151aHt-FWHNiS9G_SOlC1lcBBk9ZdlfVir3mhcxPzGDuJziINh1fYrD4RwFzwFNyeKuPntAh9uKZ7ROEGnnwoxUuBTUD_SnMfNqO5TNVUPVi-VCS938m0-69lDOdsIPauZLx8ofcH2g7l5GXU_Zc7yRMV3H96I4u0s5b3dqhWMyt60x-E1HchXtbDCsWW7MDU_WWWrE-BZfdCOKITkwgnkfcY&smid=nytcore-ios-share&referringSource=articleShare
[1] https://www.rawstory.com/watch-lauren-boebert-refuses-to-say-if-she-will-bring-a-gun-into-the-capitol-following-removal-of-metal-detectors/
[1] https://www.washingtonpost.com/news/post-nation/wp/2015/05/28/former-house-speaker-dennis-hastert-indicted/
[1] https://twitter.com/washingtonpost/status/1610994838316453889
[1] https://www.washingtonpost.com/lifestyle/2022/11/30/marjorie-taylor-greene-house-majority-committee/
[1] https://twitter.com/meidastouch/status/1610348154901397504
[1] https://www.rawstory.com/house-freedom-cacus/

Top URLs in Tweet in G10:
[15] https://time.com/6243981/mccarthy-proposes-gutting-office-of-congressional-ethics-in-bid-for-speaker/
[5] https://www.latimes.com/politics/story/2023-01-04/trump-mccarthy-speaker-votes
[4] https://www.latimes.com/politics/story/2023-01-03/kevin-mccarthy-vote-speaker-lost
[2] https://www.latimes.com/politics/story/2023-01-04/kevin-mccarthy-speaker-vote-hell
[2] https://www.latimes.com/politics/story/2023-01-05/mccarthy-speaker-thursday-votes
[2] https://www.latimes.com/opinion/story/2023-01-03/kevin-mccarthy-speaker-of-the-house-election-republicans
[2] https://www.washingtonexaminer.com/news/house/kevin-mccarthy-scrambles-support-eve-speaker-vote
[2] https://www.weforum.org/people/kevin-mccarthy
[1] https://www.rollingstone.com/tv-movies/tv-movie-news/jimmy-kimmel-george-santos-catfished-congressional-district-1234655714/
[1] https://twitter.com/mighty_quinner/status/1610063339429761024

Top Domains
Top Domains in Tweet in Entire Graph:
[1363] twitter.com
[436] thehill.com
[402] trib.al
[309] washingtonpost.com
[180] politico.com
[162] rawstory.com
[159] washingtontimes.com
[131] nytimes.com
[94] youtube.com
[92] nbcnews.com

Top Domains in Tweet in G1:
[381] twitter.com
[90] washingtonpost.com
[78] rawstory.com
[76] trib.al
[53] nytimes.com
[49] thehill.com
[45] politico.com
[41] foxnews.com
[38] offthepress.com
[32] cnn.com

Top Domains in Tweet in G2:
[343] thehill.com
[183] twitter.com
[95] trib.al
[68] nbcnews.com
[64] rawstory.com
[63] washingtonexaminer.com
[57] dailycaller.com
[53] washingtonpost.com
[25] bloomberg.com
[25] rollcall.com

Top Domains in Tweet in G3:
[66] trib.al
[41] elpolitico.com
[28] justthenews.com
[20] twitter.com
[17] thehill.com
[5] mediamatters.org
[3] foxnews.com
[2] nypost.com
[2] alternet.org
[2] youtube.com

Top Domains in Tweet in G4:
[173] twitter.com
[102] washingtonpost.com
[61] politico.com
[50] trib.al
[18] cnn.com
[9] punchbowl.news
[9] newrepublic.com
[4] nytimes.com
[3] substack.com
[3] nymag.com

Top Domains in Tweet in G5:
[42] twitter.com
[32] trib.al
[17] rollcall.com
[8] msnbc.com
[7] washingtonpost.com
[6] emilyslist.org
[5] newsweek.com
[3] nbcnews.com
[3] cbsnews.com
[3] nytimes.com

Top Domains in Tweet in G6:
[50] twitter.com
[29] nytimes.com
[9] washingtonpost.com
[6] welt.de
[6] time.com
[5] businessinsider.com
[4] thedispatch.com
[4] politico.com
[3] theguardian.com
[3] spotify.com

Top Domains in Tweet in G7:
[24] trib.al
[9] twitter.com
[5] thehill.com
[3] nytimes.com
[2] apple.news
[2] nv.ua
[2] politico.com
[2] theintercept.com
[2] aol.com
[2] tweetedtimes.com

Top Domains in Tweet in G9:
[7] twitter.com
[5] washingtonpost.com
[2] nytimes.com
[2] rawstory.com
[2] theintercept.com
[2] businessinsider.com
[1] politico.com
[1] reason.com
[1] youtube.com

Top Domains in Tweet in G10:
[16] latimes.com
[15] time.com
[15] twitter.com
[9] washingtonexaminer.com
[2] siriusxm.com
[2] weforum.org
[1] rollingstone.com
[1] campaignlegal.org
[1] youtube.com
[1] theatlantic.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[389] mccarthy
[172] speakerofthehouse
[115] politics
[104] news
[102] democracy
[93] housespeaker
[90] speakervote
[78] culture
[78] civilrights
[78] politicstoday



Top Hashtags in Tweet in G1:
[125] mccarthy
[107] politics
[102] democracy
[91] news
[78] politicslive
[78] culture
[78] civilrights
[77] equality
[77] blacktwitter
[77] politicstoday

Top Hashtags in Tweet in G2:
[82] mccarthy
[40] speakerofthehouse
[36] 118thcongress
[30] warroom
[27] breaking
[26] speakervote
[24] housespeaker
[19] kevinmccarthy
[13] republicans
[12] housespeakervote

Top Hashtags in Tweet in G3:
[9] mccarthy
[3] estadosunidos
[3] speakervote
[2] fuenoticia
[2] uniparty
[2] speakerofthehouse
[2] housespeaker
[1] georgesantos
[1] ettd
[1] nomoremcpowerplay

Top Hashtags in Tweet in G4:
[14] speakerofthehouse
[7] 118thcongress
[7] mccarthy
[5] kevinmccarthy
[4] speakervote
[3] housespeaker
[2] speaker
[2] houseofrepresentatives
[1] s
[1] santos

Top Hashtags in Tweet in G5:
[17] mccarthy
[13] speakerofthehouse
[7] speakervote
[6] kevinmccarthy
[6] fox5dc
[3] speaker
[2] gopclownshow
[2] hakeemjeffries
[2] housespeaker
[1] reminder

Top Hashtags in Tweet in G6:
[32] mccarthy
[4] jordan
[4] donalds
[4] speakerofthehouse
[3] repräsentantenhaus
[3] speaker
[2] kevinmccarthy
[2] mccarthyisaloser
[2] coward
[1] pelosi

Top Hashtags in Tweet in G7:
[3] mccarthy
[1] housespeakervote
[1] speaker
[1] freedomcaucus
[1] houseofthedragon
[1] sad
[1] georgesantoslies
[1] liar
[1] georgesantos
[1] republican

Top Hashtags in Tweet in G9:
[5] speakerofthehouse
[4] gop
[1] thebigpayback
[1] kevinmccarthy
[1] mccarthy
[1] motiontovacate
[1] fauciforhousespeaker
[1] donothing

Top Hashtags in Tweet in G10:
[2] ny03
[2] fascistgop
[1] speakerofthehousevote
[1] ff
[1] smartnews
[1] karilakewonaz
[1] nomaga

Top Words
Top Words in Tweet in Entire Graph:
[13894] mccarthy
[4813] speaker
[4499] kevin
[3479] house
[2854] vote
[2517] votes
[1666] gop
[1270] rep
[1202] republicans
[1123] ballot

Top Words in Tweet in G1:
[3094] mccarthy
[1304] kevin
[1207] speaker
[929] house
[634] vote
[503] votes
[380] gop
[315] republicans
[253] republican
[238] trump

Top Words in Tweet in G2:
[2940] mccarthy
[1214] speaker
[885] kevin
[745] house
[716] vote
[565] votes
[403] gopleader
[374] gop
[348] ballot
[334] rep

Top Words in Tweet in G3:
[647] mccarthy
[188] speaker
[132] house
[117] kevin
[98] vote
[72] gop
[70] trump
[63] votes
[58] people
[52] repmtg

Top Words in Tweet in G4:
[1547] mccarthy
[394] speaker
[356] vote
[337] votes
[327] kevin
[302] house
[161] ballot
[160] gop
[157] jordan
[146] more

Top Words in Tweet in G5:
[556] mccarthy
[219] kevin
[178] house
[178] rep
[167] speaker
[134] vote
[120] votes
[113] gop
[48] housegop
[47] ballot

Top Words in Tweet in G6:
[397] mccarthy
[100] speaker
[100] votes
[93] kevin
[74] vote
[64] gop
[56] house
[46] ballot
[39] jordan
[38] trump

Top Words in Tweet in G7:
[162] mccarthy
[60] kevin
[57] speaker
[39] house
[26] vote
[22] votes
[21] republicans
[15] gop
[14] voting
[14] trump

Top Words in Tweet in G8:
[5] mccarthy
[4] stevede00589901
[4] newsjunky2
[4] shellyrkirchoff
[4] ladyoftheocean1
[3] tam_resist
[3] synyster63
[3] troym860
[3] missy8008135
[3] flattielover

Top Words in Tweet in G9:
[105] mccarthy
[25] kevin
[23] speaker
[16] gop
[13] votes
[12] atrupar
[10] more
[10] vote
[9] right
[9] going

Top Words in Tweet in G10:
[188] mccarthy
[59] speaker
[41] vote
[40] votes
[30] kevin
[27] house
[25] jordan
[23] gop
[19] office
[19] republicans

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4019] kevin,mccarthy
[753] house,speaker
[605] mccarthy,speaker
[518] speaker,house
[451] jim,jordan
[376] speaker,vote
[326] against,mccarthy
[307] byron,donalds
[290] become,speaker
[278] vote,mccarthy

Top Word Pairs in Tweet in G1:
[1172] kevin,mccarthy
[234] house,speaker
[159] mccarthy,speaker
[113] speaker,house
[95] speaker,vote
[94] jim,jordan
[70] become,speaker
[70] mccarthy,loses
[68] vote,speaker
[67] leader,kevin

Top Word Pairs in Tweet in G2:
[772] kevin,mccarthy
[163] mccarthy,speaker
[149] gopleader,kevin
[133] house,speaker
[123] speaker,house
[112] jim,jordan
[103] speaker,vote
[88] against,mccarthy
[85] gopleader,mccarthy
[73] byron,donalds

Top Word Pairs in Tweet in G3:
[102] kevin,mccarthy
[44] house,speaker
[30] mccarthy,speaker
[26] speaker,vote
[25] cámara,representantes
[19] speaker,house
[19] ingresa,información
[18] against,mccarthy
[17] american,people
[15] vote,mccarthy

Top Word Pairs in Tweet in G4:
[285] kevin,mccarthy
[57] mccarthy,speaker
[50] against,mccarthy
[40] votes,mccarthy
[40] jim,jordan
[39] house,speaker
[35] vote,mccarthy
[28] house,floor
[28] mccarthy,allies
[27] mccarthy,votes

Top Word Pairs in Tweet in G5:
[197] kevin,mccarthy
[27] jim,jordan
[26] speaker,house
[25] byron,donalds
[25] house,speaker
[25] rep,kevin
[20] gop,rep
[17] become,speaker
[17] matt,gaetz
[16] speaker,vote

Top Word Pairs in Tweet in G6:
[71] kevin,mccarthy
[30] against,mccarthy
[18] votes,against
[16] gop,votes
[13] kevin,#mccarthy
[12] mccarthy,speaker
[10] jim,jordan
[10] first,ballot
[10] byron,donalds
[9] vote,mccarthy

Top Word Pairs in Tweet in G7:
[57] kevin,mccarthy
[12] speaker,house
[11] mccarthy,speaker
[11] house,speaker
[6] mccarthy,needs
[5] mccarthy,appears
[5] round,voting
[4] votes,mccarthy
[4] make,mccarthy
[4] jim,jordan

Top Word Pairs in Tweet in G8:
[3] tam_resist,tomwatzke
[3] mledaloo,nashvilledeedee
[3] bravo2papa,jnigoode
[3] warriorwomandr,troym860
[3] alexper51573831,bravo2papa
[3] zaiken64,wendilin10
[3] terryb600,alexper51573831
[3] nashvilledeedee,warriorwomandr
[3] 2hugebrass,jjaxxajj
[2] troym860,stevede00589901

Top Word Pairs in Tweet in G9:
[23] kevin,mccarthy
[4] worth,much
[4] mccarthy,lost
[4] state,hack
[4] deep,state
[4] votes,mccarthy
[3] wasn,worth
[3] soul,guess
[3] mccarthy,speaker
[3] house,speaker

Top Word Pairs in Tweet in G10:
[25] kevin,mccarthy
[15] office,congressional
[15] congressional,ethics
[13] ethics,today
[13] gutting,office
[13] leadership,gutting
[13] stop,leadership
[12] mccarthy,speaker
[11] please,stop
[8] byron,donalds

Top Replied-To
Top Replied-To in Entire Graph:
@repmtg
@gopleader
@marklevinshow
@jakesherman
@mattgaetz
@elonmusk
@foxnews
@laurenboebert
@repmattgaetz
@ronfilipkowski

Top Replied-To in G1:
@lobbyisthunter

Top Replied-To in G2:
@repmtg
@mattgaetz
@elonmusk
@meetthepress
@laurenboebert
@gopleader
@repmattgaetz
@seanhannity
@jim_jordan
@tomfitton

Top Replied-To in G3:
@repmtg
@marklevinshow
@foxnews
@newtgingrich
@govmikehuckabee
@catturd2
@collinrugg
@dc_draino
@tomilahren
@actbrigitte

Top Replied-To in G4:
@jakesherman
@lpdonovan
@mattglassman312
@fritschner
@gopleader
@mkraju
@olivia_beavers
@mzanona
@jbview
@michaelander45

Top Replied-To in G5:
@gop
@mike_pence
@haleytalbotnbc
@gopleader
@teapainusa
@housegop
@zerohedge
@jaketapper
@davidcayj
@msnbc

Top Replied-To in G6:
@ronfilipkowski
@duty2warn
@therickwilson
@walshfreedom
@lindseygrahamsc
@jamespmanley
@gopleader
@taylorpopielarz
@draperrobert
@anniekarni

Top Replied-To in G7:
@victorshi2020
@ritchietorres
@acyn
@frankmikedavis1
@repmtg
@kylegriffin1
@adamparkhomenko
@davidjollyfl
@olivia_beavers
@cnnpolitics

Top Replied-To in G8:
@thinkytexan
@cbeckj
@ladyoftheocean1
@newfmom29
@slim90866101

Top Replied-To in G9:
@atrupar
@muellershewrote
@joncoopertweets
@angry_staffer
@repraskin
@notcapnamerica
@nro
@bjsburner
@itsjefftiedrich
@meidastouch

Top Replied-To in G10:
@rpsagainsttrump
@tedlieu
@briebriejoy
@thefungi669
@therichfromcali
@joshtpm
@cmclymer
@covie_93
@kurtbardella
@reallyamerican1

Top Mentioned
Top Mentioned in Entire Graph:
@gopleader
@jim_jordan
@mattgaetz
@repjeffries
@byrondonalds
@housegop
@repmattgaetz
@laurenboebert
@gop
@kevinomccarthy

Top Mentioned in G1:

Top Mentioned in G2:
@gopleader
@jim_jordan
@byrondonalds
@mattgaetz
@laurenboebert
@repmattgaetz
@repjeffries
@realdonaldtrump
@repandybiggsaz
@nbcnews

Top Mentioned in G3:
@kevinomccarthy
@gopleader
@repmtg
@robertswalker1
@seanhannity
@jim_jordan
@gop
@mattgaetz
@repmattgaetz
@leadermcconnell

Top Mentioned in G4:
@gopleader
@pkcapitol
@jordainc
@punchbowlnews
@mkraju
@mzanona
@olivia_beavers
@mariannareports
@jaxalemany
@anniegrayercnn

Top Mentioned in G5:
@housegop
@gopleader
@gop
@msnbc
@housedemocrats
@cnn
@speakerpelosi
@jaketapper
@deadlinewh
@bradsherman

Top Mentioned in G6:
@welt
@nytimes
@brendanbuck
@gopleader
@repjeffries
@businessinsider
@ericcortellessa
@petridishes
@catieedmondson
@repmarcykaptur

Top Mentioned in G7:
@gopleader
@sruhle
@nytopinion
@repmtg
@repboebert
@thehillopinion
@acyn
@victorshi2020
@mccarthy_ca
@wipapa5

Top Mentioned in G8:
@newsjunky2
@stevede00589901
@shellyrkirchoff
@ladyoftheocean1
@lostandlovinit
@royqhobbs
@synyster63
@jalan21813286
@gigi69030829
@lietdansnewlegs

Top Mentioned in G9:
@angry_staffer
@atrupar
@gop
@gopleader
@drrobthompson
@itsjefftiedrich
@nytimes
@baddcompani
@meidastouch
@mattmfm

Top Mentioned in G10:
@nolandmccaskill
@gopleader
@latimes
@juliemason
@davidlauter
@usrepgarypalmer
@siriusxm
@repjeffries
@jimmykimmel
@haydencehlich

Top Tweeters
Top Tweeters in Entire Graph:
@elpoliticonews
@marthalynneowe1
@mharvey816
@thehill
@reuters
@business
@npsusa
@businessinsider
@dcexaminer
@tahdeetz

Top Tweeters in G1:
@twright55
@paulmick
@fj_newman
@zeenthecity
@ajblackston
@fakearian
@latestcomments
@jackhockett1
@chadstanton
@neontaster

Top Tweeters in G2:
@thehill
@dcexaminer
@bbcnews
@b52malmet
@7newsdc
@dailycaller
@nbcnews
@detroitnews
@lauratalbott
@tagesspiegel

Top Tweeters in G3:
@elpoliticonews
@tahdeetz
@foxnews
@sarcasticcupcak
@seecfc
@roncoleman
@lakecrazy
@tkdylan
@jeffgoldesq
@thefactualprep

Top Tweeters in G4:
@beccanalia
@rr_edmonds
@washingtonpost
@emptywheel
@chrisgeidner
@prchovanec
@dsquared75
@nymag
@yashar
@cathygellis

Top Tweeters in G5:
@business
@dc4hope
@zerohedge
@iamsophianelson
@cnn
@wusa9
@nbcwashington
@afp
@rexchapman
@funder

Top Tweeters in G6:
@npsusa
@businessinsider
@welt
@nytimes
@time
@thedailybeast
@therickwilson
@kywnewsradio
@spiroagnewghost
@brianros1

Top Tweeters in G7:
@marthalynneowe1
@granny_st
@momsthoughts
@cherijacobus
@sara2001noor
@election_every
@nationalpost
@wipapa5
@letter_to_jack
@carlyja22

Top Tweeters in G8:
@thereseosulliv2
@tam_resist
@theon_orbis
@vickie627
@steviweavi
@ladyoftheocean1
@takethatct
@ektaka
@the_ouroboros__
@mledaloo

Top Tweeters in G9:
@mharvey816
@lovealaska1105
@joncoopertweets
@notcapnamerica
@traytaymakeup
@deray
@baddcompani
@tomiahonen
@malcolmnance
@ynb

Top Tweeters in G10:
@latimes
@newsweek
@joshtpm
@rweingarten
@nickbaumann
@hype_phinest
@kurtbardella
@dougsloan
@st3v0_24
@susanforney


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