Trump Ukraine, Twitter, 10/25/2019 12:54:14 AM, 214170


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Trump Ukraine_2019-10-24_15-07-30.xlsx
Trump Ukraine_2019-10-24_15-07-30.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 25, 2019
Short Description:
Trump Ukraine via NodeXL http://bit.ly/340TjTE
@realdonaldtrump
@sethabramson
@charliekirk11
@kylegriffin1
@willchamberlain
@repadamschiff
@crewcrew
@ezraklein
@jdawsey1
@joybird4u

Top hashtags:
#ukraine
#trump
#impeachment
#giuliani
#breaking
#firtash
#parnas
#gop

Description:
Description
The graph represents a network of 15,637 Twitter users whose recent tweets contained "Trump Ukraine", 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, 24 October 2019 at 23:05 UTC.

The tweets in the network were tweeted over the 3-hour, 1-minute period from Thursday, 24 October 2019 at 19:11 UTC to Thursday, 24 October 2019 at 22:12 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 : 15637
Unique Edges : 22853
Edges With Duplicates : 3171
Total Edges : 26024
Self-Loops : 1360
Reciprocated Vertex Pair Ratio : 0.0015552099533437
Reciprocated Edge Ratio : 0.0031055900621118
Connected Components : 740
Single-Vertex Connected Components : 417
Maximum Vertices in a Connected Component : 14308
Maximum Edges in a Connected Component : 24619
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.565346
Graph Density : 9.48220346973064E-05
Modularity : 0.689731
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 15,637 Twitter users whose recent tweets contained "Trump Ukraine", 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, 24 October 2019 at 23:05 UTC.

The tweets in the network were tweeted over the 3-hour, 1-minute period from Thursday, 24 October 2019 at 19:11 UTC to Thursday, 24 October 2019 at 22:12 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 : Trump Ukraine
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[119] https://www.palmerreport.com/analysis/sean-hannity-thick-donald-trump-ukraine/22266/
[93] https://www.buzzfeednews.com/article/miriamelder/dmytro-firtash-trump-impeachment-giuliani-ukraine-putin
[88] https://www.newsweek.com/rudy-giuliani-trump-ukraine-high-crimes-georgetown-law-professor-1467451?utm_source=Twitter&utm_campaign=NewsweekTwitter&utm_medium=Social
[64] https://www.palmerreport.com/analysis/ukraine-news-terrible-donald-trump-out/22260/
[60] https://www.washingtonpost.com/politics/republicans-storm-closed-door-impeachment-hearing-as-escalating-ukraine-scandal-threatens-trump/2019/10/23/29877c06-f5a5-11e9-8cf0-4cc99f74d127_story.html
[43] https://www.nbcnews.com/politics/donald-trump/newly-promoted-prosecutor-acted-go-between-giuliani-ukraine-n1071501
[43] https://www.washingtonpost.com/business/economy/white-house-delayed-ukraine-trade-decision-in-august-a-signal-that-us-suspension-of-cooperation-extended-beyond-security-funds/2019/10/24/a42b8992-f67d-11e9-8cf0-4cc99f74d127_story.html
[36] https://www.nytimes.com/2019/10/24/world/europe/trump-syria-ukraine-europe.html?smid=nytcore-ios-share
[30] https://www.thegatewaypundit.com/2019/10/unprecedented-obama-appointed-judge-orders-state-department-to-release-documents-on-trumps-dealings-with-ukraine/
[28] https://twitter.com/JenniferJJacobs/status/1187453899499888646

Top URLs in Tweet in G1:
[23] https://www.washingtonpost.com/politics/republicans-storm-closed-door-impeachment-hearing-as-escalating-ukraine-scandal-threatens-trump/2019/10/23/29877c06-f5a5-11e9-8cf0-4cc99f74d127_story.html
[12] https://www.newsweek.com/rudy-giuliani-trump-ukraine-high-crimes-georgetown-law-professor-1467451?utm_source=Twitter&utm_campaign=NewsweekTwitter&utm_medium=Social
[6] https://www.washingtonpost.com/business/economy/white-house-delayed-ukraine-trade-decision-in-august-a-signal-that-us-suspension-of-cooperation-extended-beyond-security-funds/2019/10/24/a42b8992-f67d-11e9-8cf0-4cc99f74d127_story.html
[6] https://slate.com/news-and-politics/2019/10/wall-street-journal-editorial-trump-impeach-too-inept-ukraine-quid-pro-quo.html
[5] https://www.washingtonpost.com/us-policy/2019/10/23/trump-administration-sought-billions-dollars-cuts-programs-aimed-fighting-corruption-ukraine-abroad/
[5] http://www.washingtonpost.com/politics/republicans-storm-closed-door-impeachment-hearing-as-escalating-ukraine-scandal-threatens-trump/2019/10/23/29877c06-f5a5-11e9-8cf0-4cc99f74d127_story.html
[4] https://www.judicialwatch.org/corruption-chronicles/jw-investigates-if-ousted-ukraine-ambassador-ordered-state-dept-to-monitor-journalists-trump-allies-2/?utm_source=twitter&utm_medium=social&utm_campaign=corruption_chronicles
[4] https://www.palmerreport.com/analysis/sean-hannity-thick-donald-trump-ukraine/22266/
[3] https://www.democracynow.org/2019/10/23/headlines/taylor_testifies_trump_tied_ukraine_aid_to_investigation_of_hunter_biden
[3] https://www.cbsnews.com/news/ukraine-transcript-read-ukraine-president-phone-call-transcript-pdf-released-today-joe-biden-crowdstrike-2019-09-25/

Top URLs in Tweet in G2:
[1] https://time.com/5610317/mueller-report-myths-breakdown/
[1] https://www.washingtonpost.com/news/josh-rogin/wp/2017/12/20/trump-administration-approves-lethal-arms-sales-to-ukraine/
[1] https://twitchy.com/samj-3930/2019/10/24/how-about-quid-pro-no-sharyl-attkisson-fact-checking-accusations-of-trumps-ukraine-quid-pro-quo-is-a-beautiful-thing/

Top URLs in Tweet in G3:
[70] https://www.buzzfeednews.com/article/miriamelder/dmytro-firtash-trump-impeachment-giuliani-ukraine-putin
[37] https://www.nbcnews.com/politics/donald-trump/newly-promoted-prosecutor-acted-go-between-giuliani-ukraine-n1071501
[15] https://www.washingtonpost.com/business/economy/white-house-delayed-ukraine-trade-decision-in-august-a-signal-that-us-suspension-of-cooperation-extended-beyond-security-funds/2019/10/24/a42b8992-f67d-11e9-8cf0-4cc99f74d127_story.html
[11] https://www.palmerreport.com/analysis/sean-hannity-thick-donald-trump-ukraine/22266/
[8] https://www.nbcnews.com/politics/donald-trump/moment-shocked-room-during-taylor-s-ukraine-testimony-n1071476
[6] https://www.vice.com/en_us/article/qvgmk7/team-trump-is-withholding-bill-taylors-detailed-ukraine-notes-from-congress
[4] https://www.washingtonpost.com/politics/republicans-storm-closed-door-impeachment-hearing-as-escalating-ukraine-scandal-threatens-trump/2019/10/23/29877c06-f5a5-11e9-8cf0-4cc99f74d127_story.html
[4] https://www.palmerreport.com/analysis/ukraine-news-terrible-donald-trump-out/22260/
[4] https://www.nytimes.com/2019/10/24/world/europe/trump-syria-ukraine-europe.html?smid=nytcore-ios-share
[4] https://www.huffpost.com/entry/trump-ukraine-john-solomon-the-hill_n_5d9b9880e4b099389804c81b

Top URLs in Tweet in G4:
[65] https://www.newsweek.com/rudy-giuliani-trump-ukraine-high-crimes-georgetown-law-professor-1467451?utm_source=Twitter&utm_campaign=NewsweekTwitter&utm_medium=Social
[20] https://twitter.com/JenniferJJacobs/status/1187453899499888646
[11] https://nytv.to/QE25
[7] https://www.politico.com/news/2019/10/23/nunes-protege-ukraine-trump-055837
[4] https://nytv.to/meBX
[3] https://www.palmerreport.com/analysis/sean-hannity-thick-donald-trump-ukraine/22266/
[3] https://www.politico.com/news/2019/10/23/trump-ukraine-impeachment-testimony-055750
[2] https://www.newsweek.com/william-barr-ukraine-trump-1467330?utm_source=Twitter&utm_campaign=NewsweekTwitter&utm_medium=Social
[2] https://www.politico.com/news/2019/10/24/ukraine-oligarch-lawyers-joe-digenova-victoria-toensing-056643
[2] https://twitter.com/kylegriffin1/status/1187466324244652032

Top URLs in Tweet in G5:
[5] https://www.theguardian.com/commentisfree/2019/oct/24/donald-trump-impeachment-inquiry-ukraine-watergate?CMP=share_btn_tw
[4] https://www.politico.com/news/2019/10/23/nunes-protege-ukraine-trump-055837
[4] https://www.nytimes.com/2019/10/23/us/politics/kash-patel-ukraine.html
[4] https://www.washingtonpost.com/powerpost/diplomat-who-raised-alarm-about-withholding-aid-to-ukraine-testifies-in-impeachment-probe/2019/10/22/086fb850-f436-11e9-8cf0-4cc99f74d127_story.html
[2] https://twitter.com/RudyGiuliani/status/1187168034835894272
[2] https://www.citizensforethics.org/foia/crew-requests-omb-documents-on-mulvaney-ukraine-aid-claim/
[2] https://www.nytimes.com/2019/10/23/us/politics/ukraine-aid-freeze-impeachment.html
[2] https://www.washingtonpost.com/business/economy/white-house-delayed-ukraine-trade-decision-in-august-a-signal-that-us-suspension-of-cooperation-extended-beyond-security-funds/2019/10/24/a42b8992-f67d-11e9-8cf0-4cc99f74d127_story.html
[2] https://www.buzzfeednews.com/article/miriamelder/dmytro-firtash-trump-impeachment-giuliani-ukraine-putin
[2] https://www.palmerreport.com/analysis/sean-hannity-thick-donald-trump-ukraine/22266/

Top URLs in Tweet in G6:
[86] https://www.palmerreport.com/analysis/sean-hannity-thick-donald-trump-ukraine/22266/
[47] https://www.palmerreport.com/analysis/ukraine-news-terrible-donald-trump-out/22260/
[31] https://www.nytimes.com/2019/10/24/world/europe/trump-syria-ukraine-europe.html?smid=nytcore-ios-share
[18] https://shareblue.com/donald-trump-impeachment-inquiry-mark-amodei-nevada-campaign-chair-ukraine/
[8] https://shareblue.com/mick-mulvaney-white-house-chief-of-staff-donald-trump-ukraine-quid-pro-quo-perkins-club-for-growth/
[8] https://shareblue.com/lev-parnas-executive-privilege-donald-trump-rudy-giuliani-ukraine-impeachment-inquiry-igor-furman/
[4] https://washingtonpress.com/2019/10/23/another-possible-secret-trump-ukraine-backchannel-was-just-uncovered-by-house-impeachment-probe/?utm_source=dlvr.it&utm_medium=twitter
[4] http://hallicasser-jayne.com/impeachment-train-runs-through-ukraine/
[3] https://www.nytimes.com/2019/10/24/world/europe/ukraine-war-impeachment.html?smid=nytcore-ios-share
[2] https://www.buzzfeednews.com/article/miriamelder/dmytro-firtash-trump-impeachment-giuliani-ukraine-putin

Top URLs in Tweet in G7:
[1] https://www.westernjournal.com/whistleblowers-last-shred-credibility-gone-fox-reports-3rd-source-anti-trump-bias-background/?utm_source=twitter&utm_medium=conservativetribune&utm_campaign=twitter&utm_content=2019-10-24
[1] https://abcnews.go.com/Politics/transcript-trump-call-ukraine-includes-talk-giuliani-barr/story?id=65848768
[1] https://twitter.com/gsamu53/status/1187454960671297536
[1] https://www.washingtonpost.com/world/europe/former-ukraine-prosecutor-says-hunter-biden-did-not-violate-anything/2019/09/26/48801f66-e068-11e9-be7f-4cc85017c36f_story.html

Top URLs in Tweet in G8:
[17] https://www.washingtonpost.com/politics/republicans-storm-closed-door-impeachment-hearing-as-escalating-ukraine-scandal-threatens-trump/2019/10/23/29877c06-f5a5-11e9-8cf0-4cc99f74d127_story.html
[12] https://www.nytimes.com/2019/10/24/world/europe/ukraine-war-impeachment.html
[11] https://slate.com/news-and-politics/2019/10/wall-street-journal-editorial-trump-impeach-too-inept-ukraine-quid-pro-quo.html
[11] https://www.washingtonpost.com/business/economy/white-house-delayed-ukraine-trade-decision-in-august-a-signal-that-us-suspension-of-cooperation-extended-beyond-security-funds/2019/10/24/a42b8992-f67d-11e9-8cf0-4cc99f74d127_story.html
[7] https://www.thegatewaypundit.com/2019/10/unprecedented-obama-appointed-judge-orders-state-department-to-release-documents-on-trumps-dealings-with-ukraine/
[6] https://www.buzzfeednews.com/article/miriamelder/dmytro-firtash-trump-impeachment-giuliani-ukraine-putin
[6] https://www.nytimes.com/2019/10/24/opinion/putin-ukraine-syria.html
[5] https://www.dailykos.com/stories/2019/10/23/1894547/-Trump-had-a-third-unofficial-source-of-Ukraine-documents-a-former-aide-to-Devin-Nunes
[5] https://www.newsweek.com/trump-putin-victories-syria-ukraine-ambassador-russia-michael-mcfaul-1467470
[5] https://www.theguardian.com/commentisfree/2019/oct/24/donald-trump-impeachment-inquiry-ukraine-watergate?CMP=share_btn_tw

Top URLs in Tweet in G9:
[3] https://www.davidharrisjr.com/steven/schiff-pressured-witness-to-say-trump-pressured-ukraine-to-investigate-biden-report-says/
[1] https://www.davidharrisjr.com/steven/rep-lee-zeldin-totally-destroys-schiffs-star-witness/
[1] https://www.thegatewaypundit.com/2019/10/unprecedented-obama-appointed-judge-orders-state-department-to-release-documents-on-trumps-dealings-with-ukraine/
[1] https://trendingpolitics.com/bombshell-schiff-allegedly-pressured-witness-to-say-trump-pressured-ukraine-to-investigate-bidens/?utm_source=star&utm_medium=twitter

Top URLs in Tweet in G10:
[10] http://www.msn.com/en-us/news/world/ukraine-knew-of-aid-freeze-by-early-august-undermining-trump-defense/ar-AAJekrT?ocid=st
[5] https://www.motherjones.com/politics/2019/10/the-trump-ukraine-scandal-more-than-a-quid-pro-quo-its-extortion/
[5] https://www.palmerreport.com/analysis/ukraine-news-terrible-donald-trump-out/22260/
[4] https://www.vice.com/en_us/article/qvgmk7/team-trump-is-withholding-bill-taylors-detailed-ukraine-notes-from-congress?utm_campaign=sharebutton
[3] https://www.washingtonpost.com/us-policy/2019/10/23/trump-administration-sought-billions-dollars-cuts-programs-aimed-fighting-corruption-ukraine-abroad/
[3] https://www.vice.com/en_us/article/8xwb9k/bill-taylors-testimony-paints-a-damning-picture-of-trumps-ukraine-quid-pro-quo
[3] https://www.palmerreport.com/analysis/sean-hannity-thick-donald-trump-ukraine/22266/
[3] https://www.washingtonpost.com/national-security/putin-and-hungarys-orban-helped-sour-trump-on-ukraine/2019/10/21/a0af1e9c-f40b-11e9-ad8b-85e2aa00b5ce_story.html
[2] https://www.washingtonpost.com/opinions/2019/10/23/hidden-revelation-taylor-hints-worse-come-trump/
[2] https://www.vice.com/en_us/article/qvgmk7/team-trump-is-withholding-bill-taylors-detailed-ukraine-notes-from-congress

Top Domains
Top Domains in Tweet in Entire Graph:
[202] washingtonpost.com
[183] palmerreport.com
[180] twitter.com
[150] nytimes.com
[134] newsweek.com
[102] buzzfeednews.com
[86] trib.al
[82] politico.com
[76] nbcnews.com
[72] shareblue.com

Top Domains in Tweet in G1:
[41] washingtonpost.com
[19] newsweek.com
[16] twitter.com
[8] cnn.com
[7] cbsnews.com
[6] judicialwatch.org
[6] slate.com
[6] usatoday.com
[4] youtube.com
[4] theguardian.com

Top Domains in Tweet in G2:
[1] time.com
[1] washingtonpost.com
[1] twitchy.com

Top Domains in Tweet in G3:
[73] buzzfeednews.com
[52] nbcnews.com
[26] washingtonpost.com
[18] trib.al
[15] palmerreport.com
[14] twitter.com
[12] nytimes.com
[6] nymag.com
[6] msnbc.com
[6] vice.com

Top Domains in Tweet in G4:
[69] newsweek.com
[27] twitter.com
[17] politico.com
[17] nytv.to
[6] trib.al
[4] palmerreport.com
[3] nytimes.com
[3] cnn.com
[2] pbs.org
[2] motherjones.com

Top Domains in Tweet in G5:
[10] washingtonpost.com
[9] nytimes.com
[5] twitter.com
[5] theguardian.com
[5] politico.com
[3] newsweek.com
[3] palmerreport.com
[2] citizensforethics.org
[2] buzzfeednews.com
[2] usatoday.com

Top Domains in Tweet in G6:
[133] palmerreport.com
[42] nytimes.com
[40] shareblue.com
[9] trib.al
[5] twitter.com
[4] washingtonpress.com
[4] hallicasser-jayne.com
[3] buzzfeednews.com
[2] nbcnews.com
[2] washingtonpost.com

Top Domains in Tweet in G7:
[1] westernjournal.com
[1] go.com
[1] twitter.com
[1] washingtonpost.com

Top Domains in Tweet in G8:
[53] washingtonpost.com
[39] nytimes.com
[34] twitter.com
[17] newsweek.com
[14] slate.com
[14] theguardian.com
[12] dailykos.com
[11] cbc.ca
[11] youtube.com
[11] facebook.com

Top Domains in Tweet in G9:
[4] davidharrisjr.com
[1] thegatewaypundit.com
[1] trendingpolitics.com

Top Domains in Tweet in G10:
[13] washingtonpost.com
[10] msn.com
[9] vice.com
[8] palmerreport.com
[5] motherjones.com
[2] politico.com
[2] newsweek.com
[2] nbcnews.com
[2] slate.com
[2] salon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[691] ukraine
[173] trump
[87] impeachment
[51] giuliani
[40] breaking
[39] firtash
[37] parnas
[26] gop
[25] putin
[24] maga



Top Hashtags in Tweet in G1:
[437] ukraine
[14] trump
[10] ukrainegate
[10] breaking
[9] moscowmitch
[7] impeachment
[7] impeachthemftraitor
[5] pompeo
[5] countryoverparty
[5] abuseofpower

Top Hashtags in Tweet in G2:
[1] spygate
[1] popcorn

Top Hashtags in Tweet in G3:
[72] ukraine
[18] inners
[15] trump
[6] lindseygraham
[5] maddow
[4] 2020talks
[2] boycottprovenancehotels
[2] quidproquotrumpsgottago
[2] quidproquo
[2] impeachtrump

Top Hashtags in Tweet in G4:
[15] ukraine
[9] abuseofpower
[9] impeach
[8] trump
[8] bribery
[8] extortion
[8] gop
[8] impeachment
[7] impeachandremove
[6] corruption

Top Hashtags in Tweet in G5:
[6] fascistgop
[6] spinelessrepublicans
[6] voteblue
[6] handmarkedpaperballots
[6] goplies
[6] gopcorruption
[6] gopcoupattempt
[5] ukraine
[3] trump
[3] republican

Top Hashtags in Tweet in G6:
[2] obstructionofjustice
[2] williamtaylor
[2] ukraine
[2] morongate
[1] impeachremovetrump
[1] inners
[1] pocast
[1] politics
[1] impeachment
[1] russia

Top Hashtags in Tweet in G7:
[1] adamschiff
[1] donaldtrump
[1] ukraine
[1] usnews

Top Hashtags in Tweet in G8:
[24] trump
[15] ukraine
[11] foxnews
[6] impeachment
[6] mulvaney
[6] billtaylor
[5] schiff
[5] gaetz
[5] arrestmattgaetz
[5] humanscum

Top Hashtags in Tweet in G9:
[6] presidentialcoup
[6] presidentialharassment
[2] crowdstrike

Top Hashtags in Tweet in G10:
[13] ukraine
[12] 2a
[11] trump
[10] nra
[10] fbr
[10] maga
[10] vp
[9] gop
[9] impeach
[9] resist

Top Words
Top Words in Tweet in Entire Graph:
[38665] Words in Sentiment List#1: Positive
[34325] Words in Sentiment List#2: Negative
[556] Words in Sentiment List#3: Angry/Violent
[669153] Non-categorized Words
[742149] Total Words
[20500] trump
[17837] ukraine
[10719] president
[7436] t
[6909] release

Top Words in Tweet in G1:
[6526] trump
[4434] ukraine
[4391] president
[4146] whereas
[3745] under
[3737] live
[3735] oath
[3732] agree
[3323] sick
[3322] tired

Top Words in Tweet in G2:
[6222] t
[6210] release
[4149] president
[4146] didn
[4142] adam
[4142] schiff
[4140] full
[2184] ukraine
[2172] trump
[2077] call

Top Words in Tweet in G3:
[2220] ukraine
[2053] trump
[1651] trade
[847] bolton
[745] august
[719] oppose
[716] recommendation
[716] restore
[715] warned
[713] john

Top Words in Tweet in G4:
[1265] trump
[1243] trade
[641] ukraine's
[636] kyiv
[632] government
[625] bolton
[623] john
[621] white
[619] breaking
[618] august

Top Words in Tweet in G5:
[735] trump
[589] ukraine
[377] s
[267] scandal
[211] president
[157] power
[154] abuse
[137] private
[114] call
[109] doral

Top Words in Tweet in G6:
[683] trump
[540] ukraine
[283] s
[164] scandal
[149] donald
[118] president
[98] giuliani
[92] government
[90] hannity
[86] sean

Top Words in Tweet in G7:
[860] trump
[818] released
[469] adam
[469] schiff
[450] ukraine
[438] mueller
[438] report
[438] transcript
[438] testimony
[411] thing

Top Words in Tweet in G8:
[380] trump
[342] ukraine
[160] s
[59] impeachment
[58] president
[50] aid
[47] pro
[44] trump's
[41] quid
[40] scandal

Top Words in Tweet in G9:
[1784] ukraine
[1321] connected
[464] trump
[357] schiff
[312] s
[263] money
[263] biden
[223] romney
[222] hillary
[222] etc

Top Words in Tweet in G10:
[684] trump
[537] s
[395] ukraine
[241] harm
[162] ukrainians
[162] station
[161] foul
[147] barr
[113] one
[113] taylor

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6630] t,release
[5335] president,trump
[4965] adam,schiff
[4506] didn,t
[4420] release,full
[4321] under,oath
[3927] trump,sick
[3926] sick,tired
[2725] ukraine,scandal
[2693] mueller,report

Top Word Pairs in Tweet in G1:
[3734] under,oath
[3322] trump,sick
[3322] sick,tired
[2156] president,trump
[2075] live,tv
[2074] ukraine,perfect
[2074] due,process
[2073] 1,whereas
[2073] whereas,president
[2073] trump,interactions

Top Word Pairs in Tweet in G2:
[6208] t,release
[4146] didn,t
[4140] adam,schiff
[4139] release,full
[2077] president,trump
[2072] ukraine,call
[2071] trump,didn
[2071] mueller,report
[2070] transcript,ukraine
[2070] won,t

Top Word Pairs in Tweet in G3:
[715] recommendation,restore
[712] trade,privileges
[690] withdrew,recommendation
[686] bolton,warned
[679] trade,representative
[679] late,august
[669] john,bolton
[591] warned,trump
[541] trump,oppose
[537] restore,ukraine's

Top Word Pairs in Tweet in G4:
[620] john,bolton
[617] recommendation,restore
[617] trade,privileges
[616] trade,representative
[616] withdrew,recommendation
[616] bolton,warned
[615] late,august
[615] august,withdrew
[615] trump,probably
[615] probably,oppose

Top Word Pairs in Tweet in G5:
[167] trump,s
[154] s,abuse
[154] abuse,power
[141] ukraine,scandal
[134] president,trump
[108] doral,scandal
[107] scandal,viewed
[107] viewed,context
[107] context,ukraine
[107] scandal,similarly

Top Word Pairs in Tweet in G6:
[159] ukraine,scandal
[139] trump,s
[133] donald,trump
[86] sean,hannity
[86] hannity,found
[86] found,himself
[86] himself,thick
[86] thick,donald
[81] s,ukraine
[78] united,states

Top Word Pairs in Tweet in G7:
[469] adam,schiff
[438] mueller,report
[409] bill,barr
[409] barr,released
[409] released,mueller
[409] report,few
[409] few,redactions
[409] redactions,trump
[409] trump,accused
[409] accused,hiding

Top Word Pairs in Tweet in G8:
[60] trump,s
[40] quid,pro
[39] pro,quo
[34] ukraine,s
[34] ukraine,scandal
[28] aid,freeze
[22] donald,trump
[21] freeze,trenches
[21] white,house
[20] cost,trump

Top Word Pairs in Tweet in G9:
[1320] connected,ukraine
[221] ukraine,money
[221] money,laundering
[221] laundering,haven
[221] haven,swamp
[221] schiff,connected
[221] s,exposing
[220] swamp,biden
[220] biden,connected
[220] ukraine,schiff

Top Word Pairs in Tweet in G10:
[161] harm,foul
[107] trump,withholding
[106] trump,s
[94] donald,trump
[88] ukraine,s
[86] u,s
[82] taylor,testified
[81] 13,000
[81] yeah,sure
[81] sure,donald

Top Replied-To
Top Replied-To in Entire Graph:
@lindseygrahamsc
@realdonaldtrump
@ericawerner
@tedlieu
@richzeoli
@repadamschiff
@ronwyden
@beer_parade
@gopleader
@thehill

Top Replied-To in G1:
@realdonaldtrump
@repadamschiff
@gopleader
@lindseygrahamsc
@gopoversight
@stevescalise
@seanhannity
@senatemajldr
@gopchairwoman
@repmattgaetz

Top Replied-To in G2:
@chriswarmuth
@charliekirk11
@darinp2
@mmpadellan
@blakequagmire
@mitchellvii
@xjfisher74
@jbclemson
@eliseviksaas
@frielsfriel

Top Replied-To in G3:
@ericawerner
@tedlieu
@maxboot
@maddow
@ezraklein
@miriamelder
@realdonaldtrump
@lrozen
@richardengel
@sethabramson

Top Replied-To in G4:
@kylegriffin1
@politico
@nowhitechalk
@scottmstedman
@rickpetree
@igorbobic
@berubedenise1
@nancylevine
@ronwyden
@hebert061

Top Replied-To in G5:
@ronwyden
@kevinmkruse
@kyledcheney
@mkraju
@marcorubio
@eliehonig
@n_j____
@eugene_robinson
@tedlieu
@maxboot

Top Replied-To in G6:
@palmerreport
@oliverdarcy
@teapainusa
@davidfrum
@rafaelshimunov
@klasfeldreports
@blakesmustache
@marmel
@hassan820733048
@album60054

Top Replied-To in G7:
@brucehalperin
@billstewart415
@politico
@spartyparty83
@taramargretg
@jboss7777
@mymine1001
@kimberl41803673

Top Replied-To in G8:
@snowvet125

Top Replied-To in G9:
@c_3c_3
@lakeasi

Top Replied-To in G10:
@joncoopertweets
@joycewhitevance
@juliadavisnews
@jentaub
@tribelaw
@skyred1970
@wsj
@realdonaldtrump
@deadlinewh
@senatemajldr

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@davidjlynch
@repadamschiff
@miriamelder
@buzzfeednews
@occrp
@theplumlinegs
@jdawsey1
@housedemocrats
@teamtrump

Top Mentioned in G1:
@realdonaldtrump
@repadamschiff
@housedemocrats
@ap
@judicialwatch
@vp
@senatemajldr
@housegop
@senategop
@mazloumabdi

Top Mentioned in G2:
@charliekirk11
@keepingitrealb
@drawandstrike
@pnewiz
@tuszka12
@mitchellvii
@bcause72505395
@raging_consrvtv

Top Mentioned in G3:
@davidjlynch
@miriamelder
@buzzfeednews
@occrp
@realdonaldtrump
@jdawsey1
@hughhewitt
@benshapiro
@nbcnews
@ericawerner

Top Mentioned in G4:
@realdonaldtrump
@politico
@ddale8
@notary_marian
@tarasubramaniam
@judywoodruff
@motherjones
@maggienyt
@kylegriffin1
@repadamschiff

Top Mentioned in G5:
@realdonaldtrump
@fordm
@just_security
@benjaminwittes
@natashabertrand
@marty_lederman
@herszenhorn
@elizabeth_cobbs
@jeremisuri
@kennethosgood1

Top Mentioned in G6:
@nytimes
@realdonaldtrump
@palmerreport
@jimsciutto
@davidfrum
@snipy
@sharonlnyt
@cahnemily
@thehallicjshow
@mikesallah7

Top Mentioned in G7:
@willchamberlain
@repmarkwalker
@chrissy40697285
@lauriegrammer1
@scottmlibrary
@randiblank
@realdonaldtrump
@purcey_bmx
@__skyy_____
@patmill06621102

Top Mentioned in G8:
@ric9871ric

Top Mentioned in G9:
@asauer65
@dukeforussenate
@steph93065

Top Mentioned in G10:
@theplumlinegs
@realdonaldtrump
@tribelaw
@mcfaul
@wsj
@foxandfriends
@joncoopertweets
@danhenninger
@brianbeutler
@peteralexander

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@nvpeople
@alerttrade
@the_news_diva
@current_knewz
@joseacontreras
@jim_peoples_
@hrblock_21
@crewislife
@odio_nao

Top Tweeters in G1:
@hrblock_21
@cherokeesher2
@phillip92321
@latikia
@kak089
@cheezwitham
@b140tweet
@mapocoloco
@enrico056
@powerglobalus

Top Tweeters in G2:
@sharneal
@isidormeyer1
@debrammason1
@rayann2320
@cliffhangernlv
@usatopguns
@drawandstrike
@shirleycolleen
@willbarrett_1
@riggyqueen

Top Tweeters in G3:
@alerttrade
@cloudwanderer3
@billm9
@argojournal
@saragomezaranci
@debilu2
@inspiteoftrump
@chrisbrey1
@debi129
@metaquest

Top Tweeters in G4:
@the_news_diva
@bannerite
@rachel_mcrea
@russelltim151
@allchanges
@gstuedler
@dmataconis
@bivi_17
@lacunalingua
@girlzinger

Top Tweeters in G5:
@1denmadrid
@backstorymom1
@bkindngood
@stockguy61
@rcrockett
@lovetogive2
@cberrl
@darlene_edw
@jentromans
@noholidayforgop

Top Tweeters in G6:
@thehallicjshow
@ohiomail
@lechatnoire4
@kenkircher1
@janet_yackle
@miti_vigliero
@bistycsross
@jrbkjrbk
@antipandemonium
@alaskarebel

Top Tweeters in G7:
@texangalcindy
@lyndag1963
@kathyfisher10
@skippymanuel
@joepalojoe
@tullyframe
@gmiller1952
@trumpcat04
@ocamericans
@flconserve941

Top Tweeters in G8:
@nvpeople
@current_knewz
@joseacontreras
@jondknight
@globalissuesweb
@pparzival
@davidjones720
@ssscoop475
@pops131
@solusnan1

Top Tweeters in G9:
@saveusrepublic2
@mitchiepoo46
@jjwills2
@maegan_laporte
@mightymouth5413
@erengwam
@caselvis58
@leasertail
@willsdarlin
@christas_cheryl

Top Tweeters in G10:
@truthglow
@lavenderblue27
@stefan_laurell
@safetypindaily
@geostompx
@kate_hawkins776
@bjorkian15
@janeface15
@way2gosassy
@jlownlaw


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