Trump Mueller, Twitter, 4/25/2019 9:26:35 PM, 194891
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Trump Mueller_2019-04-25_10-21-46.xlsx
Trump Mueller_2019-04-25_10-21-46.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 25, 2019
Short Description:
Trump Mueller via NodeXL http://bit.ly/2VrUw5Z
@realdonaldtrump
@markwarner
@acosta
@repadamschiff
@marshallcohen
@kylegriffin1
@thebeatwithari
@kendilaniannbc
@sethabramson
@peterbakernyt

Top hashtags:
#muellerreport
#trump
#mueller
#derangeddonald
#maga

Description:
Description
The graph represents a network of 14,176 Twitter users whose recent tweets contained "Trump Mueller", 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, 25 April 2019 at 19:57 UTC.

The tweets in the network were tweeted over the 2-hour, 24-minute period from Thursday, 25 April 2019 at 15:00 UTC to Thursday, 25 April 2019 at 17:25 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 : 14176
Unique Edges : 18443
Edges With Duplicates : 4244
Total Edges : 22687
Self-Loops : 1621
Reciprocated Vertex Pair Ratio : 0.00273180982400841
Reciprocated Edge Ratio : 0.00544873474092314
Connected Components : 903
Single-Vertex Connected Components : 634
Maximum Vertices in a Connected Component : 12781
Maximum Edges in a Connected Component : 21134
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.29207
Graph Density : 9.4986284790649E-05
Modularity : 0.666769
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[861] https://twitter.com/realdonaldtrump/status/1121380133137461248
[208] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[205] https://www.youtube.com/watch?v=JAaqoQo8PnA

[107] https://therightscoop.com/trump-says-he-never-told-don-mcgahn-to-fire-mueller-and-he-didnt-need-to/
[106] https://www.cnn.com/2019/04/25/politics/donald-trump-robert-mueller-twitter/index.html
[74] http://thinkprogress.org/russia-coal-trump-campaign-mueller-report-ad5a583fd32e/?utm_campaign=trueAnthem:+Trending+Content&utm_content=5cc1691e429533000152dfdc&utm_medium=trueAnthem&utm_source=twitter
[49] https://www.usatoday.com/story/opinion/2019/04/19/mueller-report-trump-commander-in-chief-russia-oath-column/3506216002/
[48] https://secondnexus.com/news/politics/andrew-napolitano-donald-trump-mueller-report/?utm_content=inf_677_1164_1&utm_souce=twitter&utm_campaign=GTAK&tse_id=INF_68c25db0676f11e9b433ab68d22425b2
[46] https://thehill.com/homenews/media/440663-fox-news-legal-analyst-mueller-report-shows-trump-obstructed-justice-at-least
[46] https://www.vox.com/2019/4/24/18514090/trump-tweets-mueller-report-unhinged

Top URLs in Tweet in G1:
[27] https://www.cnn.com/2019/04/25/politics/donald-trump-robert-mueller-twitter/index.html
[9] https://twitter.com/realdonaldtrump/status/1121380133137461248
[5] http://www.billoreilly.com/
[5] https://video.foxnews.com/v/6028496804001/?playlist_id=3386055101001
[3] https://www.politico.com/story/2019/04/22/trump-approval-mueller-report-1286386
[3] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[3] https://twitter.com/mitchellvii/status/1121030625371262977
[3] https://www.cnn.com/2019/04/25/politics/trump-transition-staffer-impeachment-cnntv/index.html
[3] https://www.theatlantic.com/ideas/archive/2019/04/mueller-report-impeachment-referral/587509/
[3] http://time.com/5556331/mueller-investigation-indictments-guilty-pleas/

Top URLs in Tweet in G2:
[527] https://twitter.com/realdonaldtrump/status/1121380133137461248
[18] https://www.huffpost.com/entry/deep-state-white-house_n_5cc0be43e4b01b6b3efc1c43?ncid=engmodushpmg00000004
[9] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[7] https://www.youtube.com/watch?v=JAaqoQo8PnA

[3] https://thehill.com/homenews/administration/440595-trump-denies-ordering-mcgahn-to-oust-mueller
[3] https://apple.news/A6S9O4RWRRAqhQOizFL0JXQ
[2] https://www.nytimes.com/2019/04/24/us/politics/trump-mueller-report.html
[2] https://www.nytimes.com/2019/04/24/us/politics/mueller-report-trump-administration.html
[2] http://nymag.com/intelligencer/2019/04/with-mueller-gone-threat-of-a-lawless-president-is-alive.html
[2] http://thinkprogress.org/russia-coal-trump-campaign-mueller-report-ad5a583fd32e/?utm_campaign=trueAnthem:+Trending+Content&utm_content=5cc1691e429533000152dfdc&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G3:
[123] https://www.youtube.com/watch?v=JAaqoQo8PnA

[27] https://twitter.com/realdonaldtrump/status/1121380133137461248
[16] https://trib.al/ICs7KBl
[15] https://www.msnbc.com/the-beat-with-ari/watch/busted-mueller-report-shows-trump-ag-barr-did-not-tell-the-truth-1507404356000
[12] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[9] https://www.aol.com/article/news/2019/04/25/trump-denies-he-told-the-white-house-counsel-to-fire-mueller/23717171/?a_dgi=aolshare_twitter
[8] https://www.politico.com/story/2019/04/24/mueller-report-trump-evidence-1288798
[8] https://www.msnbc.com/am-joy/watch/trump-s-white-house-depicted-negatively-in-mueller-report-1501761603830?cid=sm_npd_ms_tw_jy
[8] https://hillreporter.com/fox-news-napolitano-mueller-concluded-that-trump-probably-obstructed-justice-32807
[6] https://www.thenation.com/article/impeachmenti-donald-trump-mueller-report/

Top URLs in Tweet in G4:
[76] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[43] https://www.usatoday.com/story/opinion/2019/04/19/mueller-report-trump-commander-in-chief-russia-oath-column/3506216002/
[39] https://twitter.com/realdonaldtrump/status/1121380133137461248
[11] https://www.usatoday.com/story/opinion/2019/04/25/mueller-report-trump-russia-national-security-threats-2020-column/3565171002/
[5] https://www.youtube.com/watch?v=JAaqoQo8PnA

[4] https://www.vox.com/2019/4/24/18514090/trump-tweets-mueller-report-unhinged
[3] https://www.cnn.com/2019/04/25/politics/donald-trump-robert-mueller-twitter/index.html
[2] https://www.politico.com/story/2019/04/22/trump-approval-mueller-report-1286386
[2] https://thehill.com/homenews/media/440663-fox-news-legal-analyst-mueller-report-shows-trump-obstructed-justice-at-least
[2] https://www.vox.com/2019/4/25/18510852/mueller-report-trump-russia-collusion-conspiracy

Top URLs in Tweet in G5:
[25] https://talkingpointsmemo.com/news/fox-napolitano-trump-obstruction-criminal-immoral-mueller
[13] https://trib.al/77zwaAR
[8] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[7] https://talkingpointsmemo.com/news/trump-claims-didnt-need-mcgahn-fire-mueller-could-have-dont-myself
[6] https://www.cnn.com/2019/04/25/politics/donald-trump-robert-mueller-twitter/index.html
[6] http://nymag.com/intelligencer/amp/2019/04/mueller-report-release-william-barr-press-conference-trump-obstruction-of-justice.html
[5] https://twitter.com/realdonaldtrump/status/1121380133137461248
[4] https://www.vox.com/policy-and-politics/2019/4/25/18515764/trump-tweets-don-mcgahn-mueller-report?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter
[4] https://www.nytimes.com/2019/04/19/opinion/mueller-report-trump-counterintelligence.html
[4] https://www.youtube.com/watch?v=JAaqoQo8PnA


Top URLs in Tweet in G6:
[19] https://twitter.com/realdonaldtrump/status/1121380133137461248
[5] https://www.cnn.com/2019/04/25/politics/trump-transition-staffer-impeachment-cnntv/index.html
[4] https://www.youtube.com/watch?v=JAaqoQo8PnA

[4] https://thinkprogress.org/russia-coal-trump-campaign-mueller-report-ad5a583fd32e/
[1] https://www.independent.co.uk/news/world/americas/us-politics/sarah-sanders-trump-mueller-report-investigation-white-house-press-a8882036.html
[1] https://www.philly.com/news/mueller-report-trump-obstruction-mcgahn-lewandowski-mcfarland-20190418.html
[1] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[1] http://abcnews.go.com/theview
[1] http://abcnews.go.com/Politics/sen-kirsten-gillibrand-view-mueller-report-damning/story?id=62585594
[1] https://twitter.com/RepMaxineWaters/status/1120785914328965120

Top URLs in Tweet in G7:
[76] https://twitter.com/realdonaldtrump/status/1121380133137461248
[32] https://www.vox.com/2019/4/24/18514090/trump-tweets-mueller-report-unhinged
[9] https://www.youtube.com/watch?v=JAaqoQo8PnA

[5] https://www.cbsnews.com/news/trump-claims-he-never-told-don-mcgahn-to-fire-mueller-contradicting-mueller-report/
[3] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[2] https://www.esquire.com/news-politics/a27268904/donald-trump-don-mcgahn-testify-congress-obstruction-robert-mueller/
[2] https://www.politico.com/story/2019/04/24/mueller-report-trump-evidence-1288798
[2] https://www.cnn.com/2019/04/25/politics/donald-trump-robert-mueller-twitter/index.html
[2] https://www.cbsnews.com/amp/news/trump-claims-he-never-told-don-mcgahn-to-fire-mueller-contradicting-mueller-report/?__twitter_impression=true
[1] https://www.vox.com/policy-and-politics/2019/4/25/18515764/trump-tweets-don-mcgahn-mueller-report

Top URLs in Tweet in G8:
[46] https://www.cnn.com/2019/04/25/politics/donald-trump-robert-mueller-twitter/index.html
[31] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[25] https://www.nytimes.com/2019/04/24/us/politics/jeff-sessions-hillary-clinton-donald-trump.html
[14] https://www.cnn.com/2019/04/25/politics/trump-transition-staffer-impeachment-cnntv/index.html
[11] https://www.vox.com/2019/4/25/18510852/mueller-report-trump-russia-collusion-conspiracy
[9] https://apple.news/AFvEcOw1tR3Sd6EzB9sV6JA
[8] https://thehill.com/homenews/administration/440595-trump-denies-ordering-mcgahn-to-oust-mueller
[7] https://apple.news/AOxD88hKzTg-7amfOza_H_Q
[7] http://www.msn.com/en-us/news/politics/trump-denies-telling-white-house-counsel-to-fire-mueller-from-russia-probe/ar-BBWhk6Q?ocid=st
[6] https://www.msnbc.com/the-beat-with-ari/watch/busted-mueller-report-shows-trump-ag-barr-did-not-tell-the-truth-1507404356000

Top URLs in Tweet in G9:
[25] https://twitter.com/realdonaldtrump/status/1121380133137461248
[12] https://www.cnn.com/2019/04/25/politics/donald-trump-robert-mueller-twitter/index.html
[9] https://www.youtube.com/watch?v=JAaqoQo8PnA

[5] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[5] https://arstechnica.com/information-technology/2019/04/twitter-shuts-down-network-of-5000-possibly-saudi-pro-trump-bots/
[3] https://www.usatoday.com/story/opinion/2019/04/25/mueller-report-trump-russia-national-security-threats-2020-column/3565171002/
[3] http://www.joemygod.com/2019/04/trump-claims-media-is-lying-about-mueller-report/
[1] https://www.nbcnews.com/think/opinion/mueller-report-proves-trump-failed-sound-alarm-russia-impeachable-offense-ncna997076
[1] https://www.axios.com/warren-trump-impeachment-mueller-report-constitution-83dc1d02-52d6-424f-b771-e009ef23ffe3.html
[1] https://www.newyorker.com/news/q-and-a/neal-katyal-on-whether-the-mueller-report-went-far-enough?utm_brand=tny&mbid=social_twitter&utm_source=twitter&utm_medium=social&utm_social-type=owned

Top URLs in Tweet in G10:
[34] https://thehill.com/homenews/media/440663-fox-news-legal-analyst-mueller-report-shows-trump-obstructed-justice-at-least
[20] https://twitter.com/realdonaldtrump/status/1121380133137461248
[16] https://www.youtube.com/watch?v=JAaqoQo8PnA

[11] https://trib.al/3ouyc9T
[10] https://shareblue.com/jeff-sessions-praise-mueller-report/
[6] https://www.vox.com/policy-and-politics/2019/4/25/18515764/trump-tweets-don-mcgahn-mueller-report
[6] https://hillreporter.com/fox-news-napolitano-mueller-concluded-that-trump-probably-obstructed-justice-32807?utm_source=tuck&utm_medium=social&utm_campaign=HR
[4] https://www.thenation.com/article/impeachmenti-donald-trump-mueller-report/
[3] http://thinkprogress.org/russia-coal-trump-campaign-mueller-report-ad5a583fd32e/?utm_campaign=trueAnthem:+Trending+Content&utm_content=5cc1691e429533000152dfdc&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.wired.com/story/mueller-report-donald-trump-takeaways/

Top Domains
Top Domains in Tweet in Entire Graph:
[1054] twitter.com
[284] nbcnews.com
[227] youtube.com
[210] cnn.com
[120] trib.al
[109] therightscoop.com
[106] thinkprogress.org
[106] nytimes.com
[105] usatoday.com
[102] vox.com

Top Domains in Tweet in G1:
[32] cnn.com
[24] twitter.com
[7] foxnews.com
[6] nbcnews.com
[6] breitbart.com
[5] politico.com
[5] billoreilly.com
[4] youtube.com
[4] rollingstone.com
[4] nytimes.com

Top Domains in Tweet in G2:
[530] twitter.com
[20] huffpost.com
[10] nbcnews.com
[7] youtube.com
[5] nytimes.com
[5] apple.news
[3] thehill.com
[2] nymag.com
[2] vox.com
[2] thinkprogress.org

Top Domains in Tweet in G3:
[124] youtube.com
[35] twitter.com
[32] trib.al
[28] msnbc.com
[15] politico.com
[14] nbcnews.com
[11] aol.com
[9] hillreporter.com
[8] cnn.com
[6] thenation.com

Top Domains in Tweet in G4:
[78] nbcnews.com
[58] usatoday.com
[44] twitter.com
[6] vox.com
[5] youtube.com
[4] cnn.com
[4] washingtonpost.com
[3] politico.com
[3] thehill.com
[2] thinkprogress.org

Top Domains in Tweet in G5:
[33] twitter.com
[32] talkingpointsmemo.com
[26] trib.al
[17] cnn.com
[14] washingtonpost.com
[13] vox.com
[12] nbcnews.com
[8] nytimes.com
[7] nymag.com
[7] thehill.com

Top Domains in Tweet in G6:
[23] twitter.com
[6] cnn.com
[4] youtube.com
[4] thinkprogress.org
[2] go.com
[1] co.uk
[1] philly.com
[1] nbcnews.com
[1] vox.com
[1] apple.news

Top Domains in Tweet in G7:
[83] twitter.com
[33] vox.com
[9] youtube.com
[7] cbsnews.com
[3] cnn.com
[3] nbcnews.com
[2] trib.al
[2] esquire.com
[2] theguardian.com
[2] politico.com

Top Domains in Tweet in G8:
[75] cnn.com
[46] twitter.com
[40] nbcnews.com
[39] nytimes.com
[28] apple.news
[26] washingtonpost.com
[25] vox.com
[15] theguardian.com
[14] tweetedtimes.com
[14] thehill.com

Top Domains in Tweet in G9:
[29] twitter.com
[14] cnn.com
[9] youtube.com
[8] nbcnews.com
[5] arstechnica.com
[4] usatoday.com
[4] nytimes.com
[3] washingtonpost.com
[3] trib.al
[3] joemygod.com

Top Domains in Tweet in G10:
[37] thehill.com
[25] twitter.com
[17] youtube.com
[12] trib.al
[10] shareblue.com
[8] vox.com
[6] hillreporter.com
[5] nytimes.com
[4] lawfareblog.com
[4] thenation.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[140] muellerreport
[106] trump
[88] mueller
[61] derangeddonald
[51] maga
[43] impeachtrump
[32] specialcounsel
[32] robertmueller
[26] republicansforimpeachment
[24] obstruction



Top Hashtags in Tweet in G1:
[22] trump
[15] spygate
[15] derangeddonald
[14] mueller
[8] donaldtrump
[7] muellerreport
[7] thursdaythoughts
[7] liar
[6] impeachtrump
[5] impeachdonaldtrump

Top Hashtags in Tweet in G2:
[4] muellerreport
[3] impeachtrumpnow
[3] derangeddonald
[1] trumpresign
[1] trump
[1] barr
[1] muppetsoutofwh

Top Hashtags in Tweet in G3:
[11] maga
[10] mueller
[8] icymi
[5] hardball
[3] muellerreport
[3] smartnews
[2] idontrecalldon
[2] dontrecalldon
[2] openingarguments
[2] derangeddonald

Top Hashtags in Tweet in G4:
[12] trump
[10] russian
[7] muellerreport
[2] obstruction
[2] derangeddonald
[1] republicansforimpeachment
[1] unfollowtrump
[1] virginia
[1] votebluenomatterwho
[1] followthemapofwatergate

Top Hashtags in Tweet in G5:
[37] muellerreport
[24] trump
[17] obstruction
[16] grandjury
[15] mueller
[14] republicansforimpeachment
[13] impeachtrump
[8] impeachdonaldtrump
[8] public
[7] derangeddonald

Top Hashtags in Tweet in G6:
[1] firesarahsanders
[1] joe2020
[1] impeachdonaldtrump
[1] trumponlyconsultshisownderangedmind
[1] trumpwantedrussianhelp
[1] trumpcheatsoneverything
[1] impeachtrumpnow
[1] wednesdaymotivation
[1] all
[1] collusion

Top Hashtags in Tweet in G7:
[10] muellerreport
[3] derangeddonald
[2] republicansforimpeachment
[2] liarinchief
[2] impeachdonaldtrump
[2] enoughisenough
[2] resist
[1] maga
[1] gymjordan
[1] putinelectedtrump

Top Hashtags in Tweet in G8:
[13] trump
[9] derangeddonald
[7] mueller
[6] muellerreport
[6] trumpderangementsyndrome
[5] news
[4] smartnews
[3] fakenews
[3] maga
[3] russians

Top Hashtags in Tweet in G9:
[1] brettkavanaugh
[1] morons
[1] utpol
[1] muellerreport

Top Hashtags in Tweet in G10:
[5] brettkavanaugh
[4] kitm
[2] muellerreport
[2] elb
[1] maga
[1] worstpresidentever
[1] drainthetrump
[1] mueller
[1] impeachment
[1] illegitmate

Top Words
Top Words in Tweet in Entire Graph:
[29022] Words in Sentiment List#1: Positive
[14671] Words in Sentiment List#2: Negative
[45] Words in Sentiment List#3: Angry/Violent
[389418] Non-categorized Words
[433114] Total Words
[14318] mueller
[14030] trump
[6603] report
[4742] realdonaldtrump
[3243] s

Top Words in Tweet in G1:
[4375] mueller
[4212] realdonaldtrump
[2296] fired
[2289] many
[2286] work
[2283] others
[2282] allowed
[2282] finish
[2281] respectfully
[2273] illeg

Top Words in Tweet in G2:
[1073] mueller
[788] trump
[574] s
[550] team
[547] acosta
[543] t
[538] legal
[532] interviewed
[531] good
[528] didn

Top Words in Tweet in G3:
[1072] trump
[1001] mueller
[735] report
[458] ag
[412] barr
[383] thebeatwithari
[362] arimelber
[255] copies
[254] weaponized
[254] knowledge

Top Words in Tweet in G4:
[834] trump
[593] donald
[570] russia
[556] campaign
[555] now
[551] markwarner
[536] going
[532] democracy
[531] question
[530] welcomed

Top Words in Tweet in G5:
[747] trump
[607] mueller
[372] report
[179] s
[134] realdonaldtrump
[105] t
[91] barr
[84] mcgahn
[83] obstruction
[82] president

Top Words in Tweet in G6:
[1139] transparent
[851] trump
[599] president
[578] repadamschiff
[571] means
[570] history
[569] today
[569] nation
[568] opposi
[256] mueller

Top Words in Tweet in G7:
[1293] mueller
[894] trump
[603] mcgahn
[535] t
[489] fire
[424] never
[422] testify
[421] even
[419] person
[419] ordered

Top Words in Tweet in G8:
[657] trump
[596] mueller
[310] report
[154] s
[112] mcgahn
[93] fire
[90] donald
[78] tweets
[71] wrong
[70] probe

Top Words in Tweet in G9:
[709] trump
[634] mueller
[432] report
[420] kylegriffin1
[408] intelligence
[298] campaign
[296] former
[275] shows
[269] russians
[268] officials

Top Words in Tweet in G10:
[632] trump
[497] mueller
[292] report
[267] benjaminwittes
[261] law
[249] s
[207] enforcement
[182] president
[172] 2
[159] now

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5954] mueller,report
[2527] realdonaldtrump,mueller
[2396] mueller,fired
[2382] finish,work
[2381] allowed,finish
[2380] respectfully,allowed
[2378] fired,respectfully
[2378] many,others
[2377] work,many
[2371] others,illeg

Top Word Pairs in Tweet in G1:
[2411] realdonaldtrump,mueller
[2282] mueller,fired
[2281] allowed,finish
[2281] finish,work
[2280] respectfully,allowed
[2278] fired,respectfully
[2277] work,many
[2277] many,others
[2273] others,illeg
[1710] mueller,report

Top Word Pairs in Tweet in G2:
[540] trump,s
[538] legal,team
[528] didn,t
[527] good,example
[527] example,trump
[527] s,legal
[527] team,didn
[527] t,want
[527] want,interviewed
[527] interviewed,mueller

Top Word Pairs in Tweet in G3:
[697] mueller,report
[376] trump,ag
[376] ag,barr
[254] barr,weaponized
[254] early,copies
[239] copies,mueller
[238] weaponized,advanced
[238] advanced,knowledge
[238] knowledge,arimelber
[238] arimelber,gave

Top Word Pairs in Tweet in G4:
[577] donald,trump
[552] trump,campaign
[527] russia,attacked
[527] attacked,democracy
[527] democracy,donald
[527] campaign,welcomed
[527] welcomed,help
[527] help,question
[527] question,now
[527] now,going

Top Word Pairs in Tweet in G5:
[305] mueller,report
[56] donald,trump
[48] trump,s
[43] trump,campaign
[35] white,house
[32] ag,barr
[29] don,mcgahn
[29] don,t
[28] seanhannity,foxnews
[27] trump,obstruction

Top Word Pairs in Tweet in G6:
[570] president,history
[569] today,trump
[569] trump,transparent
[569] transparent,president
[569] history,nation
[569] nation,transparent
[569] transparent,means
[568] repadamschiff,today
[568] means,opposi
[123] obstruction,justice

Top Word Pairs in Tweet in G7:
[489] fire,mueller
[486] mcgahn,fire
[419] ordered,mcgahn
[419] mueller,even
[418] trump,never
[418] never,testify
[418] testify,person
[418] person,mueller
[418] mueller,denying
[418] denying,ordered

Top Word Pairs in Tweet in G8:
[264] mueller,report
[83] donald,trump
[73] fire,mueller
[71] trump,s
[56] 3,tweets
[55] sent,3
[55] 6,facts
[55] facts,wrong
[54] mueller,probe
[54] tweets,mueller

Top Word Pairs in Tweet in G9:
[424] mueller,report
[298] trump,campaign
[275] report,shows
[273] shows,trump
[261] campaign,left
[261] left,itself
[261] itself,wide
[261] wide,open
[261] open,russians
[259] russians,former

Top Word Pairs in Tweet in G10:
[268] mueller,report
[207] law,enforcement
[149] billkristol,benjaminwittes
[149] benjaminwittes,vol
[149] vol,2
[149] 2,section
[149] section,j
[149] j,trump
[149] trump,urging
[149] urging,witnesses

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@repmarkmeadows
@repmattgaetz
@jim_jordan
@msnbc
@gopchairwoman
@repadamschiff
@seanhannity
@gopoversight
@brletichdennis

Top Replied-To in G1:
@realdonaldtrump
@repmarkmeadows
@jim_jordan
@gopoversight
@zdholden
@dcexaminer
@chatbycc
@repstevensmith
@realamkypaul
@stevemoth

Top Replied-To in G2:
@acosta
@peterbakernyt
@realdonaldtrump
@gopchairwoman
@halpern_melanie
@sethauto
@hoarsewisperer
@translaterealdt

Top Replied-To in G3:
@msnbc
@ericswalwell
@thebeatwithari
@maddow
@alivelshi
@politico
@mimirocah1
@abc
@anncoulter
@arielarielben4

Top Replied-To in G4:
@markwarner
@realalitweets
@helenhs
@teapainusa
@dickdurbin
@phibes10
@radiofreetom
@realdonaldtrump
@jamiedupree
@mollyjongfast

Top Replied-To in G5:
@realdonaldtrump
@seanhannity
@gopchairwoman
@cnn
@gop
@speakerpelosi
@repmarkmeadows
@ganulvian
@repmaxinewaters
@joncoopertweets

Top Replied-To in G6:
@repadamschiff
@realdonaldtrump
@theview
@gopchairwoman
@mitchellreports
@rmasher2
@barbaraboxer

Top Replied-To in G7:
@joycewhitevance
@atrupar
@realdonaldtrump
@mitrebox
@jesselehrich
@monkey26697239
@msnbc

Top Replied-To in G9:
@kylegriffin1
@davidfrum
@kris_sacrebleu
@cillizzacnn
@cjbdingo25
@marty_lederman
@mike313420
@michael_bavaro
@stonecold2050

Top Replied-To in G10:
@thehill
@billkristol
@benjaminwittes
@lefty_old
@tribelaw
@noholdsbardd
@kaz_todd
@markwarner
@kelz_dc
@altuspresssec

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@markwarner
@acosta
@repadamschiff
@kylegriffin1
@marshallcohen
@thebeatwithari
@arimelber
@kendilaniannbc
@sethabramson

Top Mentioned in G1:
@realdonaldtrump
@jim_jordan
@repmarkmeadows
@devinnunes
@tomfitton
@lrihendry
@chatbycc
@johnkruzel
@jackposobiec
@bucksexton

Top Mentioned in G2:
@acosta
@peterbakernyt
@translaterealdt
@markwarner
@1ironman2020
@huffpostpol
@brycetache
@marshallcohen
@thebeatwithari
@kylegriffin1

Top Mentioned in G3:
@thebeatwithari
@arimelber
@msnbc
@markwarner
@politico
@rwpusa
@acosta
@kendilaniannbc
@repadamschiff
@marshallcohen

Top Mentioned in G4:
@markwarner
@teapainusa
@usatoday
@radiofreetom
@acosta
@usatodayopinion
@jessecharleslee
@helenhs
@dickdurbin
@individual1pod

Top Mentioned in G5:
@realdonaldtrump
@cnn
@seanhannity
@foxnews
@speakerpelosi
@tpm
@jayvalenz67
@gregolear
@arimelber
@washingtonpost

Top Mentioned in G6:
@repadamschiff
@barbaraboxer
@markwarner
@acosta
@sengillibrand
@marshallcohen
@asharangappa_
@msnbc
@thebeatwithari
@repdonbeyer

Top Mentioned in G7:
@marshallcohen
@angrierwhstaff
@joycewhitevance
@acosta
@atrupar
@waltshaub
@markwarner
@kylegriffin1
@benjaminwittes
@thebeatwithari

Top Mentioned in G8:
@redostoneage
@defeat_trump2
@lusk_jr
@susan78english
@america1stgirl
@paulben2018
@nextplease4
@unitedintreble
@njslea
@mg86789a57890

Top Mentioned in G9:
@kylegriffin1
@davidfrum
@markwarner
@axios
@indivisiblenet
@acosta
@marshallcohen
@cillizzacnn
@stonecold2050
@thebeatwithari

Top Mentioned in G10:
@benjaminwittes
@billkristol
@nicholsuprising
@tribelaw
@theplumlinegs
@crewcrew
@thehill
@markwarner
@acosta
@kylegriffin1

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@_mrdavidjones
@tomthunkitsmind
@robinsnewswire
@myalliesnews
@enigmanetxx
@commonpatriot
@joleonbusby
@cagney1991
@revolution_fr

Top Tweeters in G1:
@quintero_funes
@homerwhite
@skyjones55
@dcexaminer
@chatbycc
@davidf4444
@brandonjlandry
@lindasuhler
@bamaperry
@ahtlam

Top Tweeters in G2:
@missb62
@gottalaff
@willseattle
@debilu2
@alllwftopic
@patta47cake
@syr829
@penny_g
@visionaryck
@anthropic

Top Tweeters in G3:
@britonanddane
@jilevin
@tottenbill
@jot_au
@penndragonart
@reagancbrown
@buffaloon
@noholidayforgop
@slate
@3chicspolitico

Top Tweeters in G4:
@rachel_mcrea
@only4rm
@sheiladecker19
@bmangh
@sws_edu
@solusnan1
@amyayers16
@geostompx
@fiyasturm
@trumpwatchnews

Top Tweeters in G5:
@real_infinity95
@klsouth
@huffpost
@kstreet111
@enrico056
@drofdem
@foxnews
@aworldoutofmind
@threadreaderapp
@reuters

Top Tweeters in G6:
@princessbravato
@vabvox
@mortgageconsult
@inky_mark
@bigdave74tex
@terileemcclain
@robertmihaly1
@themominatrixx
@carol_clovely4
@elvislver56

Top Tweeters in G7:
@backstorymom1
@serendipitysays
@linda1746
@bbcnews
@castonchris
@mms5048
@sandralhanlon
@socallls
@wiccanmethusela
@ruthsorbello

Top Tweeters in G8:
@robinsnewswire
@myalliesnews
@rocketnews1
@globalissuesweb
@politicalhedge
@redostoneage
@rcrockett
@libertea2012
@enjeuxenergies
@filterednews

Top Tweeters in G9:
@tomthunkitsmind
@revolution_fr
@argojournal
@tshep42
@wellness4you13
@robertloerzel
@mrburlesk
@grannynannynews
@dbchirpy
@everyhumanknows

Top Tweeters in G10:
@_mrdavidjones
@solutioneer72
@thehill
@itswanda
@sueleugers
@antipandemonium
@kingscuprun27
@teddyshouse2ii
@greenbiotechie
@demfromct


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