Kevin McCarthy, Twitter, 4/27/2021 6:57:34 AM, 253615
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Kevin McCarthy_2021-04-26_22-49-28.xlsx
Kevin McCarthy_2021-04-26_22-49-28.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 27, 2021
Short Description:
Kevin McCarthy via NodeXL https://bit.ly/2QsFo82
@brunoamato_1
@gopleader
@billkristol
@johnjharwood
@projectlincoln
@axios
@davidmweissman
@presssec
@danhill2011
@hstarshot

Top hashtags:
#ca23
#maddow
#deadlinewh
#onev1
#demvoice1
#thieves
#freshvoicesrise

Description:
Description
The graph represents a network of 13,028 Twitter users whose recent tweets contained "Kevin McCarthy", 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 Tuesday, 27 April 2021 at 06:43 UTC.

The tweets in the network were tweeted over the 8-hour, 20-minute period from Monday, 26 April 2021 at 21:28 UTC to Tuesday, 27 April 2021 at 05:49 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 : 13028
Unique Edges : 22176
Edges With Duplicates : 1544
Total Edges : 23720
Number of Edge Types : 5
Retweet : 16796
Replies to : 1119
MentionsInRetweet : 4305
Mentions : 637
Tweet : 863
Self-Loops : 898
Reciprocated Vertex Pair Ratio : 0.000770520781398722
Reciprocated Edge Ratio : 0.00153985507246377
Connected Components : 486
Single-Vertex Connected Components : 380
Maximum Vertices in a Connected Component : 12364
Maximum Edges in a Connected Component : 23054
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.814915
Graph Density : 0.000130099883006737
Modularity : 0.662157
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 13,028 Twitter users whose recent tweets contained "Kevin McCarthy", 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 Tuesday, 27 April 2021 at 06:43 UTC.

The tweets in the network were tweeted over the 8-hour, 20-minute period from Monday, 26 April 2021 at 21:28 UTC to Tuesday, 27 April 2021 at 05:49 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 : TwitterSearch
Graph Term : Kevin McCarthy
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:
[1438] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html
[1140] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-capitolriot
[571] https://twitter.com/GOPLeader/status/1386726244482490372
[443] https://www.cnn.com/2021/04/26/politics/gop-democracy-report-card/index.html
[276] https://www.cnn.com/2021/04/26/politics/kevin-mccarthy-chris-wallace-fox-news-sunday-january-6/index.html
[191] https://www.palmerreport.com/analysis/rachel-maddow-just-destroyed-kevin-mccarthy/38495/
[160] https://www.thenation.com/article/politics/kevin-mccarthy-capitol-riot-trump/
[155] https://www.cnn.com/videos/politics/2021/04/26/gop-kevin-mccarthy-contradicts-himself-on-trump-role-in-capitol-riot-sot-vpx.cnn
[146] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html?tid=ss_tw
[142] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html

Top URLs in Tweet in G1:
[351] https://twitter.com/GOPLeader/status/1386726244482490372
[14] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html
[13] https://www.salon.com/2021/04/26/anti-trump-republican-group-begins-grading-gop-members-kevin-mccarthy-gets-an-f/
[12] https://twitter.com/GOPLeader/status/1376281751220273153
[11] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html?tid=ss_tw
[10] https://www.cnn.com/2021/04/26/politics/kevin-mccarthy-chris-wallace-fox-news-sunday-january-6/index.html
[10] https://www.rawstory.com/chris-wallace-kevin-mccarthy/
[8] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-capitolriot
[6] https://secure.actblue.com/donate/111121212
[6] https://twitter.com/atrupar/status/1386313806863863811

Top URLs in Tweet in G2:
[45] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html
[34] https://twitter.com/cnnsotu/status/1360373960123314178
[24] https://twitter.com/GOPLeader/status/1386726244482490372
[24] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-capitolriot
[24] https://www.independent.co.uk/voices/border-patrol-biden-crisis-dhs-kevin-mccarthy-republicans-insiders-b1818116.html
[21] https://www.vanityfair.com/news/2021/04/kevin-mccarthy-now-lying-about-capitol-riot-to-make-trump-like-him
[16] https://www.cnn.com/videos/politics/2021/04/26/gop-kevin-mccarthy-contradicts-himself-on-trump-role-in-capitol-riot-sot-vpx.cnn
[12] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html
[10] https://www.politico.com/news/2021/04/26/mccarthy-cheney-gop-484756
[8] https://twitter.com/i/events/1386774061049532417

Top URLs in Tweet in G3:
[92] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html
[35] https://www.dailykos.com/story/2021/4/26/2027677/-Kevin-McCarthy-helped-promote-election-lies-Now-he-s-trying-to-whitewash-the-resulting-insurrection?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[26] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-capitolriot
[25] https://twitter.com/GOPLeader/status/1386726244482490372
[15] https://nytv.to/18R6m
[11] https://www.cnn.com/2021/04/26/politics/kevin-mccarthy-chris-wallace-fox-news-sunday-january-6/index.html
[8] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html?tid=ss_tw
[5] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html
[5] https://www.vanityfair.com/news/2021/04/kevin-mccarthy-now-lying-about-capitol-riot-to-make-trump-like-him
[5] https://www.nytimes.com/2021/04/25/us/politics/mccarthy-trump.html

Top URLs in Tweet in G4:
[64] https://twitter.com/ckmarie/status/1386654059583754242
[36] https://twitter.com/GOPLeader/status/1386726244482490372
[35] https://twitter.com/JohnJHarwood/status/1386747198579302407?s=20
[30] https://secure.actblue.com/donate/111121212
[23] https://www.kget.com/news/politics/election-2022-democrat-bruno-amato-announces-candidacy-for-23rd-congressional-district/
[22] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html
[13] https://twitter.com/brunoamato_1/status/1386794873060163584
[12] https://twitter.com/brunoamato_1/status/1386748295033233409
[12] https://secure.actblue.com/donate/mc_amato_q12021_social
[11] https://www.cnn.com/2021/04/26/politics/gop-democracy-report-card/index.html

Top URLs in Tweet in G5:
[843] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-capitolriot
[395] https://www.cnn.com/2021/04/26/politics/gop-democracy-report-card/index.html
[42] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html
[18] https://twitter.com/GOPLeader/status/1386726244482490372
[9] https://www.cnn.com/2021/04/26/politics/kevin-mccarthy-chris-wallace-fox-news-sunday-january-6/index.html
[6] https://twitter.com/atrupar/status/1386313806863863811
[5] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html?tid=ss_tw
[4] https://www.cnn.com/videos/politics/2021/04/25/kevin-mccarthy-fox-news-trump-insurrection-response-avlon-sot-nr-vpx.cnn
[2] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html
[2] https://www.palmerreport.com/analysis/rachel-maddow-just-destroyed-kevin-mccarthy/38495/

Top URLs in Tweet in G6:
[1046] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html
[45] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-capitolriot
[14] https://twitter.com/GOPLeader/status/1386726244482490372
[8] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html?tid=ss_tw
[6] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html
[6] https://boingboing.net/2021/04/26/jen-psaki-can-barely-stifle-laughter-after-her-witty-answer-to-a-dumb-kevin-mccarthy-question.html?utm_source=rss&utm_medium=rss&utm_campaign=jen-psaki-can-barely-stifle-laughter-after-her-witty-answer-to-a-dumb-kevin-mccarthy-question
[6] https://crooksandliars.com/2021/04/chris-wallace-kevin-mccarthy?utm_source=social&utm_medium=twitter&utm_content=44906
[3] https://www.kget.com/news/politics/election-2022-democrat-bruno-amato-announces-candidacy-for-23rd-congressional-district/
[3] https://theintellectualist.com/2021/04/23/mccarthy-greene-promised-me-she-wouldnt-wish-death-on-pelosi-anymore-2/?utm_source=ALE&utm_medium=ALE&utm_campaign=ALE&utm_term=ALE&utm_content=ALE
[3] https://www.vanityfair.com/news/2021/04/kevin-mccarthy-now-lying-about-capitol-riot-to-make-trump-like-him

Top URLs in Tweet in G7:
[18] https://twitter.com/GOPLeader/status/1386726244482490372
[13] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-capitolriot
[13] https://www.cnn.com/2021/04/26/politics/kevin-mccarthy-chris-wallace-fox-news-sunday-january-6/index.html
[9] https://www.politifact.com/article/2021/apr/26/what-happened-during-jan-6-call-between-donald-tru/
[8] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html
[7] https://www.rawstory.com/kevin-mccarthy-2652789271/
[6] http://www.msn.com/en-us/news/politics/anti-trump-republican-group-begins-grading-gop-members-kevin-mccarthy-gets-an-f/ar-BB1g53Ar?ocid=st
[6] https://www.politifact.com/factchecks/2021/apr/13/liz-cheney/liz-cheneys-dubious-claim-just-6-biden-plan-infras/
[4] https://polinews.org/jen-psaki-just-did-it-again-smacks-down-reporter-who-seemed-to-suggest-bidens-not-concerned-about-unity-because-he-hasnt-met-with-kevin-mccarthy/
[3] https://www.washingtonpost.com/opinions/2021/04/26/republicans-attack-biden-jobs-plan-socialism/

Top URLs in Tweet in G8:
[142] https://www.thenation.com/article/politics/kevin-mccarthy-capitol-riot-trump/
[89] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html?tid=ss_tw
[84] https://www.cnn.com/videos/politics/2021/04/26/gop-kevin-mccarthy-contradicts-himself-on-trump-role-in-capitol-riot-sot-vpx.cnn
[55] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html
[39] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html
[32] https://www.salon.com/2021/04/26/anti-trump-republican-group-begins-grading-gop-members-kevin-mccarthy-gets-an-f/
[30] https://www.huffpost.com/entry/kevin-mccarthy-coward-fox-news-trump_n_6086641de4b09cce6c133b95
[27] https://www.politicalflare.com/2021/04/kevin-mccarthys-humiliating-defense-of-trump-gets-trashed-on-morning-joe-its-so-sad-to-be-that-weak/
[24] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-capitolriot
[20] https://www.vanityfair.com/news/2021/04/kevin-mccarthy-now-lying-about-capitol-riot-to-make-trump-like-him

Top URLs in Tweet in G9:
[23] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html
[23] https://twitter.com/GOPLeader/status/1386726244482490372
[17] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-capitolriot
[15] https://www.politico.com/news/2021/04/26/mccarthy-cheney-gop-484756
[6] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html#click=https://t.co/cqgBvrKsqY
[6] https://www.latimes.com/politics/story/2021-01-13/kevin-mccarthy-blames-trump-for-riot-but-opposes-impeachment
[6] https://www.cnn.com/2021/04/26/politics/kevin-mccarthy-chris-wallace-fox-news-sunday-january-6/index.html
[5] https://time.com/5956997/kevin-mccarthys-gamble-big-tent-republican-party/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=politics_congress&linkId=117169838
[4] https://www.cnn.com/videos/politics/2021/04/25/kevin-mccarthy-fox-news-trump-insurrection-response-avlon-sot-nr-vpx.cnn
[3] https://apple.news/A2j0W7kWUTeO10TOjo7I9yA

Top URLs in Tweet in G10:
[155] https://www.palmerreport.com/analysis/rachel-maddow-just-destroyed-kevin-mccarthy/38495/
[18] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html
[14] https://www.politicususa.com/2021/04/26/watch-jen-psaki-has-a-clever-response-for-a-reporter-who-asked-about-unity.html
[13] https://www.nbcnews.com/politics/donald-trump/mccarthy-skirts-question-about-phone-call-trump-amid-riot-n1265214
[13] https://www.axios.com/capitol-siege-liz-cheney-kevin-mccarthy-d36989db-b658-4b5c-9eea-ce6b853e04c9.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-capitolriot
[10] https://twitter.com/maddowblog/status/1386852368067792901
[9] https://twitter.com/GOPLeader/status/1386726244482490372
[9] http://www.msn.com/en-us/news/politics/anti-trump-republican-group-begins-grading-gop-members-kevin-mccarthy-gets-an-f/ar-BB1g53Ar?ocid=st
[8] https://www.washingtonpost.com/opinions/kevin-mccarthy-shows-why-the-country-needs-a-jan-6-commission/2021/04/26/e79fdab4-a6aa-11eb-8c1a-56f0cb4ff3b5_story.html
[6] https://www.rawstory.com/kevin-mccarthy-2652789271/

Top Domains
Top Domains in Tweet in Entire Graph:
[2684] axios.com
[1056] twitter.com
[990] cnn.com
[434] washingtonpost.com
[192] palmerreport.com
[161] thenation.com
[114] nytimes.com
[100] dailykos.com
[90] rawstory.com
[82] salon.com

Top Domains in Tweet in G1:
[385] twitter.com
[22] axios.com
[17] cnn.com
[13] salon.com
[11] washingtonpost.com
[10] rawstory.com
[6] actblue.com
[5] yahoo.com
[4] huffpost.com
[3] kget.com

Top Domains in Tweet in G2:
[105] twitter.com
[72] axios.com
[34] cnn.com
[27] vanityfair.com
[24] co.uk
[20] washingtonpost.com
[10] politico.com
[8] politicususa.com
[7] msn.com
[7] boingboing.net

Top Domains in Tweet in G3:
[120] axios.com
[39] dailykos.com
[32] twitter.com
[18] nytv.to
[17] cnn.com
[14] washingtonpost.com
[5] vanityfair.com
[5] nytimes.com
[4] salon.com
[4] motherjones.com

Top Domains in Tweet in G4:
[175] twitter.com
[43] actblue.com
[32] axios.com
[30] cnn.com
[23] kget.com
[7] thenation.com
[5] nytimes.com
[5] washingtonpost.com
[3] rawstory.com
[3] dailykos.com

Top Domains in Tweet in G5:
[886] axios.com
[411] cnn.com
[25] twitter.com
[9] washingtonpost.com
[3] salon.com
[2] palmerreport.com
[2] vanityfair.com
[2] kget.com
[2] nytimes.com
[1] rawstory.com

Top Domains in Tweet in G6:
[1095] axios.com
[18] twitter.com
[14] washingtonpost.com
[7] crooksandliars.com
[6] boingboing.net
[4] cnn.com
[3] kget.com
[3] theintellectualist.com
[3] vanityfair.com
[3] salon.com

Top Domains in Tweet in G7:
[28] twitter.com
[21] axios.com
[18] cnn.com
[15] politifact.com
[7] washingtonpost.com
[7] rawstory.com
[6] msn.com
[4] polinews.org
[3] salon.com
[2] newsandguts.com

Top Domains in Tweet in G8:
[149] washingtonpost.com
[143] thenation.com
[119] cnn.com
[66] axios.com
[32] salon.com
[30] huffpost.com
[29] twitter.com
[27] politicalflare.com
[20] vanityfair.com
[16] rawstory.com

Top Domains in Tweet in G9:
[42] axios.com
[29] twitter.com
[17] politico.com
[12] washingtonpost.com
[11] cnn.com
[6] latimes.com
[5] time.com
[3] apple.news
[3] bmglobalnews.com
[3] politicalflare.com

Top Domains in Tweet in G10:
[155] palmerreport.com
[31] axios.com
[28] twitter.com
[24] politicususa.com
[15] washingtonpost.com
[13] nbcnews.com
[10] rawstory.com
[9] msn.com
[7] dailykos.com
[7] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[674] ca23
[238] maddow
[159] deadlinewh
[148] onev1
[139] demvoice1
[79] thieves
[77] freshvoicesrise
[56] voteblue2022
[39] bidenbordercrisis
[33] gop



Top Hashtags in Tweet in G1:
[388] ca23
[19] thereidout
[14] blacklivesmatter
[7] demvoice1
[6] wtpblue
[4] seditionleader
[4] maddow
[3] thieves
[2] deadlinewh
[2] gopcorruptionovercountry

Top Hashtags in Tweet in G2:
[39] bidenbordercrisis
[27] gop
[25] ca23
[24] bordercrisis
[20] onev1
[16] gopbetrayedamerica
[13] gopcorruptionovercountry
[11] deadlinewh
[8] demvoice1
[7] maddow

Top Hashtags in Tweet in G3:
[29] ca23
[13] deadlinewh
[9] maddow
[7] thieves
[7] demvoice1
[7] onev1
[6] voteblue
[6] wtpblue
[2] freshvoicesrise
[2] voteblue2022

Top Hashtags in Tweet in G4:
[73] ca23
[44] voteblue2022
[12] brunoforcongress
[4] maddow
[4] blacklivesmatter
[3] thieves
[2] onev1
[2] traitor
[2] deadlinewh
[2] breaking

Top Hashtags in Tweet in G5:
[19] ca23
[4] sincebidenbecamepresident
[4] goppedoring
[4] goptraitors
[3] maddow
[3] deadlinewh
[2] voteblue2022
[2] demvoice1
[2] onev1
[1] thieves

Top Hashtags in Tweet in G6:
[17] ca23
[6] kevinmccarthy
[6] chriswallace
[6] foxnewssundayu
[6] magaseditionriot
[6] traitortrump
[2] brunoforcongress
[2] demvoice1
[2] onev1
[1] blacklivesmatter

Top Hashtags in Tweet in G7:
[19] ca23
[5] deadlinewh
[2] voteblue2022
[2] expelbrooks
[2] expelgreene
[2] expelboebert
[2] expelgohmert
[2] expelgosar
[2] expelgaetz
[1] impeachmenttrial

Top Hashtags in Tweet in G8:
[25] onev1
[23] ca23
[23] demvoice1
[8] deadlinewh
[8] tytlive
[3] biglie
[3] freshvoicesrise
[2] gopcorruptionovercountry
[2] gopbetrayedamerica
[1] smartnews

Top Hashtags in Tweet in G9:
[104] deadlinewh
[24] ca23
[10] maddow
[4] demvoice1
[4] onev1
[3] voteyourassoff
[2] thieves
[2] freshvoicesrise
[2] recallkevin
[1] smartnews

Top Hashtags in Tweet in G10:
[181] maddow
[57] thieves
[13] ca23
[5] mccarthycoward
[3] kevinmccarthyseditionist
[2] demvoice1
[2] onev1
[2] footlocker
[2] removethemall
[2] politics

Top Words
Top Words in Tweet in Entire Graph:
[17565] mccarthy
[16172] kevin
[6703] jan
[4399] trump
[4146] gop
[3993] meet
[3819] cheney
[3752] insurrection
[3695] liz
[3531] leader

Top Words in Tweet in G1:
[1954] election
[1826] mccarthy
[1823] kevin
[1396] insurrection
[1112] congress
[1087] 6th
[1062] jan
[1050] 000
[981] trying
[980] lies

Top Words in Tweet in G2:
[2130] kevin
[1977] mccarthy
[1300] gopleader
[1012] trump
[763] time
[757] next
[753] ll
[752] goes
[751] colonoscopy
[751] find

Top Words in Tweet in G3:
[2147] meet
[1914] mccarthy
[1845] kevin
[1247] people
[1191] gop
[1190] president
[1183] biden
[1171] unity
[1126] psaki
[1098] presssec

Top Words in Tweet in G4:
[2621] mccarthy
[1837] millions
[1836] tens
[1761] kevin
[1110] gop
[1004] concerned
[978] people
[946] house
[933] leader
[924] meet

Top Words in Tweet in G5:
[1495] mccarthy
[1454] kevin
[1291] cheney
[1288] liz
[896] insurrection
[892] commission
[891] leader
[889] house
[851] capitol
[850] matter

Top Words in Tweet in G6:
[3161] jan
[2075] happened
[1111] commission
[1094] cheney
[1093] liz
[1082] think
[1041] led
[1039] history
[1037] unprecedented
[1037] very

Top Words in Tweet in G7:
[1571] protecting
[1392] mccarthy
[1324] kevin
[929] trump
[860] concerned
[800] more
[785] democracy
[144] president
[144] millions
[132] tens

Top Words in Tweet in G8:
[826] mccarthy
[772] kevin
[319] trump
[253] jan
[235] gop
[208] commission
[176] nicolledwallace
[165] think
[149] more
[146] shows

Top Words in Tweet in G9:
[922] mccarthy
[891] kevin
[266] during
[237] man
[214] gets
[213] still
[211] coward
[209] help
[209] domestic
[209] terrorist

Top Words in Tweet in G10:
[720] kevin
[703] mccarthy
[181] #maddow
[165] rachel
[157] jan
[153] destroyed
[130] maddow
[125] trump
[110] sword
[105] people

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15418] kevin,mccarthy
[3630] liz,cheney
[3109] tens,millions
[2826] happened,jan
[1672] millions,people
[1667] jan,6th
[1655] people,concerned
[1609] jan,commission
[1591] meeting,kevin
[1562] revoke,congressional

Top Word Pairs in Tweet in G1:
[1792] kevin,mccarthy
[978] jan,6th
[976] helped,incite
[976] incite,insurrection
[976] revoke,congressional
[976] plan,beat
[976] beat,kevin
[975] mccarthy,introduce
[975] introduce,bill
[975] bill,congress

Top Word Pairs in Tweet in G2:
[1817] kevin,mccarthy
[779] mccarthy,gopleader
[751] next,time
[751] time,trump
[751] trump,goes
[751] goes,colonoscopy
[751] colonoscopy,ll
[751] ll,find
[751] find,kevin
[327] gopleader,kevin

Top Word Pairs in Tweet in G3:
[1793] kevin,mccarthy
[1087] president,biden
[1033] jen,psaki
[1030] american,people
[1027] presssec,jen
[1027] biden,meet
[1027] meet,kevin
[1027] meet,gop
[1026] agree,presssec
[1026] psaki,americans

Top Word Pairs in Tweet in G4:
[1836] tens,millions
[1733] kevin,mccarthy
[917] house,gop
[910] millions,people
[884] people,concerned
[880] meeting,kevin
[880] concerned,president
[857] think,tens
[857] concern,tens
[857] millions,biden

Top Word Pairs in Tweet in G5:
[1449] kevin,mccarthy
[1288] liz,cheney
[844] minority,leader
[843] rep,liz
[843] cheney,publicly
[843] publicly,broke
[843] broke,house
[843] house,minority
[843] leader,kevin
[843] mccarthy,saying

Top Word Pairs in Tweet in G6:
[2074] happened,jan
[1093] liz,cheney
[1048] jan,commission
[1037] jan,unprecedented
[1037] unprecedented,history
[1037] history,think
[1037] think,very
[1037] very,important
[1037] important,jan
[1037] commission,stays

Top Word Pairs in Tweet in G7:
[1310] kevin,mccarthy
[786] concerned,protecting
[784] mccarthy,more
[784] more,concerned
[784] protecting,trump
[784] trump,protecting
[784] protecting,democracy
[132] tens,millions
[81] mccarthy,cowardly
[80] cowardly,spineless

Top Word Pairs in Tweet in G8:
[745] kevin,mccarthy
[146] mccarthy,shows
[144] shows,country
[144] country,needs
[128] jan,commission
[124] donald,trump
[116] wrote,today
[116] today,exactly
[116] exactly,nicolledwallace
[116] nicolledwallace,excellent

Top Word Pairs in Tweet in G9:
[874] kevin,mccarthy
[209] terrorist,attack
[208] mccarthy,type
[208] type,coward
[208] coward,begs
[208] begs,help
[208] help,during
[208] during,domestic
[208] domestic,terrorist
[208] attack,gets

Top Word Pairs in Tweet in G10:
[622] kevin,mccarthy
[152] destroyed,kevin
[88] rachel,maddow
[84] maddow,destroyed
[82] jan,6th
[76] rachel,#maddow
[69] #maddow,destroyed
[59] mccarthy,palmerreport
[59] mccarthy,ran
[57] ran,security

Top Replied-To
Top Replied-To in Entire Graph:
@gopleader
@johnjharwood
@jrubinblogger
@elisestefanik
@acyn
@projectlincoln
@ericgarland
@atrupar
@reallyamerican1
@thehill

Top Replied-To in G1:
@gopleader
@brunoamato_1
@johnjharwood
@anacabrera
@ericgarland
@jeremynewberger
@hulahann12361

Top Replied-To in G2:
@gopleader
@emeraldrobinson
@repchrisstewart
@repswalwell
@brunoamato_1
@gop
@cortessteve
@repkatieporter
@mayoisspicyy
@johnberman

Top Replied-To in G3:
@davidmweissman
@gopleader
@thehill
@motherjones
@georger67897527
@projectlincoln
@i_sharyn
@atrupar
@presssec
@johnjharwood

Top Replied-To in G4:
@johnjharwood
@gopleader
@lavender1980
@js_edit
@mkraju
@projectlincoln
@axios
@hstarshot
@jrubinblogger
@elisestefanik

Top Replied-To in G5:
@axios
@ckmarie
@bswp
@billkristol
@gopleader
@orrchris
@desantisstan
@radiofreetom

Top Replied-To in G6:
@billkristol
@cnnsotu
@debbiewisconsin
@bterenzini

Top Replied-To in G7:
@projectlincoln
@reallyamerican1
@gopleader
@thehill
@repwesterman
@donaldjtrumpjr
@politifact
@corbeilfrancene
@seanhannity
@trishfl1

Top Replied-To in G8:
@jrubinblogger
@crewcrew
@gopleader
@projectlincoln
@joncoopertweets
@hawaiidelilah
@realtuckfrumper
@ericgarland
@joanwalsh
@iamsophianelson

Top Replied-To in G9:
@hstarshot
@shesus__christ
@gopleader
@politico
@khamm220
@therickydavila
@projectlincoln
@xxfukinprincess
@bertw86

Top Replied-To in G10:
@atrupar
@maddowblog
@kalaax008
@axios
@meidastouch
@gopleader
@diverdown48
@politicususa
@elisestefanik
@kimmangone

Top Mentioned
Top Mentioned in Entire Graph:
@gopleader
@presssec
@accountablegop
@frankluntz
@nicolledwallace
@anacabrera
@brunoamato_1
@liz_cheney
@palmerreport
@lawrence

Top Mentioned in G1:
@presssec
@gopleader
@brunoamato_1
@lindseygrahamsc
@accountablegop
@lawrence
@mary_wtpwa
@leadermcconnell
@pattyarquette

Top Mentioned in G2:
@gopleader
@frankluntz
@presssec
@potus
@cbp
@vp
@gop
@fbi
@brunoamato_1
@leadermcconnell

Top Mentioned in G3:
@presssec
@gopleader
@motherjones
@brunoamato_1
@donlew87
@k_jeanpierre
@cspan
@_reaalamerican_
@donaldjtrumpjr
@accountablegop

Top Mentioned in G4:
@lawrence
@gopleader
@presssec
@markos
@brunoamato_1
@actblue
@accountablegop
@anacabrera
@nicolledwallace
@johnjharwood

Top Mentioned in G5:
@accountablegop
@presssec
@gopleader
@stevescalise
@gop
@axios
@arkreader
@brunoamato_1
@radiofreetom
@leewah

Top Mentioned in G6:
@gopleader
@accountablegop
@brunoamato_1
@highbrow_nobrow
@jamiegangel
@kevinliptakcnn
@michaelrwarren
@marshallcohen
@rwitchger
@billkristol

Top Mentioned in G7:
@presssec
@gopleader
@politribune
@repwesterman
@projectlincoln
@eykis
@accountablegop
@mslyson
@imspeaking13

Top Mentioned in G8:
@nicolledwallace
@anacabrera
@michaelsteele
@presssec
@thesundayshow
@iamsophianelson
@gopleader
@joanwalsh
@accountablegop
@thenation

Top Mentioned in G9:
@gopleader
@presssec
@coolhipgrandma
@lissandravilla
@nytimes
@thedemcoalition
@accountablegop
@justinbaragona
@kathybrownkathy

Top Mentioned in G10:
@palmerreport
@politicususa
@maddow
@presssec
@gopleader
@potus
@granny_st
@rawstory
@demunderground

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@monicasloves
@mattmurph24
@solutioneer72
@ez4u2say_janis
@kat4obama
@7b73f39b85e1415
@thereal_rebel
@serendipitysays
@thepoliticalcat

Top Tweeters in G1:
@solutioneer72
@akuma_river
@greeeneyedwhwom
@carrybeyond
@tyberzannxxxx
@jcmarbury
@pushandpulljlm
@rodneyclaeys
@trumpgot2go
@ydanasmithdutra

Top Tweeters in G2:
@kenkircher1
@cheezwitham
@stockguy61
@kak089
@starcoreone02
@kristafrances
@castonchris
@briangrnotabot
@jocowboys87
@girlzinger

Top Tweeters in G3:
@serendipitysays
@debilu2
@padakitty
@thehill
@beverly21811568
@lavenderblue27
@micjojd
@ken_crichlow
@breakingnewzman
@davidpsdem

Top Tweeters in G4:
@missb62
@kat4obama
@dancas2
@givemepie360
@ecclesias
@justwhatnowwhy
@fieryreddragon
@asmith702
@jkaynet
@gregmroscoe

Top Tweeters in G5:
@bannerite
@ligayaloyola
@astwisa
@1loriking
@netminnow
@ohiomail
@unlewis
@pas5974
@morgfair
@bronxfanatic

Top Tweeters in G6:
@manmet80
@truthglow
@mayirmamay14
@roripierpont1
@gstuedler
@mapocoloco
@rebellegrrl
@antipandemonium
@lorettabower3
@melissajpeltier

Top Tweeters in G7:
@thereal_rebel
@eykis
@awelab1956
@linda1746
@joanisparkles
@wechoosewisdom
@markburgerenerg
@stanspak
@solomankarl
@leftnotright

Top Tweeters in G8:
@7b73f39b85e1415
@jilevin
@meidas_damon
@cnbsnana
@cblazblaz
@sylviaz1913
@gwydion620
@sba1211
@mjgarciakcmo
@mstepczyk

Top Tweeters in G9:
@monicasloves
@ez4u2say_janis
@thepoliticalcat
@yarosisnancy
@backstorymom1
@bellesapepper37
@katcapps
@gpwriter
@darrellpmwest
@bmlewis2

Top Tweeters in G10:
@teram323tere
@sar_oso
@riskyliberal
@bmangh
@jrbkjrbk
@cberrl
@bethsinniresist
@hockeyfangirl12
@brettaapplebaum
@multijo1


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