Trump Ukraine, Twitter, 9/26/2019 8:56:28 PM, 211117
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Trump Ukraine_2019-09-26_10-47-11.xlsx
Trump Ukraine_2019-09-26_10-47-11.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
September 26, 2019
Short Description:
Trump Ukraine via NodeXL http://bit.ly/2n0nTwJ
@realdonaldtrump
@donaldjtrumpjr
@charliekirk11
@potus
@danrather
@acosta
@realsaavedra
@tribelaw
@nytimes
@bennyjohnson

Top hashtags:
#whistleblowercomplaint
#ukraine
#trump
#breaking
#transcript
#whistleblower

Description:
Description
The graph represents a network of 15,053 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, 26 September 2019 at 19:01 UTC.

The tweets in the network were tweeted over the 24-minute period from Thursday, 26 September 2019 at 17:22 UTC to Thursday, 26 September 2019 at 17:47 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 : 15053
Unique Edges : 22254
Edges With Duplicates : 2240
Total Edges : 24494
Self-Loops : 2346
Reciprocated Vertex Pair Ratio : 0.00107672861757408
Reciprocated Edge Ratio : 0.00215114104002993
Connected Components : 1172
Single-Vertex Connected Components : 726
Maximum Vertices in a Connected Component : 13060
Maximum Edges in a Connected Component : 22386
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.114766
Graph Density : 9.43781965957859E-05
Modularity : 0.718852
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[71] https://www.breitbart.com/the-media/2019/09/26/nolte-abc-news-forced-to-correct-bombshell-about-trumps-ukraine-call/
[70] https://www.breitbart.com/politics/2019/09/26/adam-schiff-performs-fake-conversation-between-trump-and-ukraine-president/
[64] https://dailycaller.com/2019/09/25/kassam-trumps-ukraine-call/
[59] https://trib.al/AJq6Gww
[58] https://www.nytimes.com/2019/09/26/us/politics/whistleblower-complaint-released.html
[49] https://www.cnn.com/2019/09/26/politics/read-whistleblower-complaint-trump-ukraine/index.html
[47] https://www.rawstory.com/2019/09/trump-caught-on-audio-suggesting-the-death-penalty-for-ukraine-whistleblower-at-private-meeting-report/
[42] https://www.justice.gov/olc/page/file/1205151/download
[42] https://www.foxnews.com/media/schiff-parody
[39] https://www.nbcnews.com/politics/trump-impeachment-inquiry/10-things-know-whistleblower-complaint-about-trump-ukraine-n1059051

Top URLs in Tweet in G1:
[28] https://www.washingtonpost.com/politics/trump-ukraine-controversy/2019/09/25/9390e9b8-df82-11e9-b199-f638bf2c340f_story.html?wpmk=1&wpisrc=al_news__alert-politics--alert-national
[5] https://www.youtube.com/watch?v=iqdKCx5vve0&feature=youtu.be

[4] https://breaking911.com/doj-clears-president-trump-of-violating-campaign-finance-law-in-ukraine-biden-call/
[4] https://www.newsweek.com/donald-trump-ukraine-call-sick-republican-john-kasich-1461594
[4] https://dailycaller.com/2019/09/26/biden-ukraine-ad-trump/
[3] https://thefederalist.com/2019/09/25/trump-asked-ukraine-president-to-help-with-doj-probe-of-2016-election-interference/#.XYt9FJTRikE.twitter
[3] https://www.breitbart.com/politics/2019/09/26/adam-schiff-performs-fake-conversation-between-trump-and-ukraine-president/
[3] https://trendingpolitics.com/breaking-ukraine-president-backs-trump-during-live-presser/?utm_source=star&utm_medium=twitter
[3] https://www.foxnews.com/apps-products/index.html
[2] https://bigleaguepolitics.com/after-receiving-trumps-endorsement-sen-ben-sasse-throws-him-under-the-bus-over-ukraine-call/?utm_content=buffer3bb90&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[21] https://www.cnn.com/2019/09/26/politics/read-whistleblower-complaint-trump-ukraine/index.html
[21] https://trib.al/wWB3v8o
[10] https://www.foxnews.com/media/schiff-parody
[8] https://www.breitbart.com/politics/2019/09/26/adam-schiff-performs-fake-conversation-between-trump-and-ukraine-president/
[7] https://trib.al/04C0sqh
[7] https://trib.al/UAcKTn8
[7] https://www.rawstory.com/2019/09/trump-caught-on-audio-suggesting-the-death-penalty-for-ukraine-whistleblower-at-private-meeting-report/
[6] https://www.breitbart.com/the-media/2019/09/26/nolte-abc-news-forced-to-correct-bombshell-about-trumps-ukraine-call/
[5] https://www.breitbart.com/politics/2019/09/24/democrats-wrote-to-ukraine-in-may-demanding-it-investigate-trump/
[5] https://trib.al/ElsPQyd

Top URLs in Tweet in G3:
[54] https://dailycaller.com/2019/09/25/kassam-trumps-ukraine-call/
[53] https://www.breitbart.com/the-media/2019/09/26/nolte-abc-news-forced-to-correct-bombshell-about-trumps-ukraine-call/
[32] https://www.breitbart.com/politics/2019/09/26/adam-schiff-performs-fake-conversation-between-trump-and-ukraine-president/
[22] https://godfatherpolitics.com/wsjs-kimberley-strassel-ukraine-phone-call-attempt-by-deep-state-to-oust-trump/
[13] https://www.theblaze.com/news/schiff-makes-up-fictional-version-of-trump-ukraine-call-says-it-was-parody?utm_content=bufferf4d52&utm_medium=referral&utm_source=twitter&utm_campaign=tw-theblaze
[11] https://trib.al/SStCnKM
[6] https://dailycaller.com/2019/09/26/rep-schiff-fabricates-trump-transcript/
[5] https://www.foxnews.com/media/schiff-parody
[5] https://twitter.com/i/events/1177202937539383296
[4] https://www.breitbart.com/politics/2019/09/25/mitt-romney-trump-ukraine-call-transcript-is-troubling/?utm_medium=social&utm_source=facebook&fbclid=IwAR2HqEZ91dNhDgD4amlEaNKZ6LwdgfbsKemMjJIhgoudArPJRyRiFWjY3Wc

Top URLs in Tweet in G4:
[3] https://www.breitbart.com/politics/2019/09/26/adam-schiff-performs-fake-conversation-between-trump-and-ukraine-president/
[2] https://www.breitbart.com/national-security/2019/09/26/timeline-backs-up-trump-claim-ukraine-funds-blocked-because-he-wanted-germany-to-pay-more/
[2] https://hotair.com/archives/allahpundit/2019/09/25/republican-insider-dam-may-start-break-among-gop-impeachment-theres-evidence-trump-quid-pro-quo-ukraine/
[2] https://twitter.com/paulsperry_/status/1176945158262284288
[1] https://thefederalist.com/2019/09/26/adam-schiff-makes-up-his-own-transcript-of-call-between-trump-and-ukraine-president/
[1] https://twitter.com/MikayesFiona/status/1177240624602521601
[1] https://townhall.com/tipsheet/mattvespa/2019/09/26/impeachment-circus-top-democrat-kicks-off-intelligence-hearing-by-making-up-part-n2553753
[1] https://www.breitbart.com/the-media/2019/09/26/nolte-abc-news-forced-to-correct-bombshell-about-trumps-ukraine-call/
[1] https://www.washingtonpost.com/politics/trump-ukraine-controversy/2019/09/25/9390e9b8-df82-11e9-b199-f638bf2c340f_story.html?wpmk=1&wpisrc=al_news__alert-politics--alert-national
[1] https://dailycaller.com/2019/09/25/mitt-romney-deeply-troubled-trump-ukraine-transcript/

Top URLs in Tweet in G5:
[22] https://trib.al/AJq6Gww
[12] https://www.newsweek.com/donald-trump-ukraine-call-sick-republican-john-kasich-1461594
[4] https://www.justice.gov/olc/page/file/1205151/download
[4] https://www.rollingstone.com/politics/politics-news/whistleblower-complaint-trump-ukraine-highlights-890846/
[3] https://www.rawstory.com/2019/09/this-is-not-ok-ohio-republican-goes-off-on-trump-at-intel-hearing-over-his-ukraine-call/#.XYz0b98LcyI.twitter
[3] https://www.politicususa.com/2019/09/25/even-the-redacted-summary-of-trumps-ukraine-call-shows-he-asked-for-dirt-on-biden.html
[3] https://trib.al/HSHVxlQ
[3] https://trib.al/wWB3v8o
[2] https://www.nytimes.com/2019/09/25/us/politics/ukraine-transcript-trump.html?action=click&module=Spotlight&pgtype=Homepage
[2] https://www.politicususa.com/2019/09/25/trump-biden-ukraine-transparency.html

Top URLs in Tweet in G6:
[13] https://www.foxnews.com/media/schiff-parody
[12] https://www.foxnews.com/opinion/tucker-carlson-ukraine-democrats-trump-impeachment-joe-biden
[12] https://www.rawstory.com/2019/09/trump-caught-on-audio-suggesting-the-death-penalty-for-ukraine-whistleblower-at-private-meeting-report/
[11] https://www.cnn.com/2019/09/26/politics/read-whistleblower-complaint-trump-ukraine/index.html
[9] https://www.nytimes.com/2019/09/26/us/politics/whistleblower-complaint-released.html
[9] https://www.nbcnews.com/politics/trump-impeachment-inquiry/10-things-know-whistleblower-complaint-about-trump-ukraine-n1059051
[9] https://www.usatoday.com/story/news/politics/2019/09/26/trump-ukraine-acting-dni-joseph-maguire-testifies-congress/2442594001/
[7] https://www.breitbart.com/politics/2019/09/26/adam-schiff-performs-fake-conversation-between-trump-and-ukraine-president/
[7] https://www.foxnews.com/apps-products/index.html
[7] https://www.washingtonpost.com/business/2019/09/26/trumps-other-ukraine-problem-new-concern-about-his-business/

Top URLs in Tweet in G7:
[22] https://trib.al/AJq6Gww
[17] https://trib.al/sFB3lQm
[11] http://nymag.com/intelligencer/2019/09/ukraine-scandal-trump-phone-call-giuiliani-pence-barr-mulvaney-impeachment.html
[8] https://slate.com/news-and-politics/2019/09/william-barr-trump-and-ukraine-the-doj-hit-a-new-low-to-bury-the-whistleblower-complaint.html?via=rss_socialflow_twitter
[8] https://www.newyorker.com/news/current/a-damning-whistle-blower-report-of-a-white-house-coverup-on-ukraine
[6] https://www.vice.com/en_us/article/a35jja/trumps-ukraine-scandal-is-also-attorney-general-bill-barrs-scandal?utm_campaign=sharebutton
[4] https://www.nytimes.com/2019/09/25/us/politics/trump-ukraine-obsession.html
[3] https://slate.com/news-and-politics/2019/09/case-for-trump-impeachment-goes-beyond-ukraine.html?via=rss_socialflow_twitter
[3] https://www.vox.com/2019/9/26/20885149/trump-transcript-ukraine-watergate-tapes
[3] https://www.rawstory.com/2019/09/trump-caught-on-audio-suggesting-the-death-penalty-for-ukraine-whistleblower-at-private-meeting-report/

Top URLs in Tweet in G8:
[6] https://www.thenewcivilrightsmovement.com/2019/09/pence-knew-about-and-actually-participated-in-trumps-apparent-ukraine-extortion-plot-report/#.XYz5NrKMRWk.twitter
[4] https://www.cnn.com/2019/09/26/politics/read-whistleblower-complaint-trump-ukraine/index.html
[3] https://shareblue.com/william-barr-donald-trump-ukraine-justice-department-whistleblower-congress/
[3] https://www.politicususa.com/2019/09/26/trump-ukraine-call-backfire.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.politicususa.com/2019/09/26/trump-ukraine-call-backfire.html
[2] https://www.politicususa.com/2019/09/25/trump-pence-impeached.html
[2] https://www.rawstory.com/2019/09/fox-news-reported-biden-leading-trump-by-10-points-in-poll-the-same-day-of-the-ukraine-call/#.XYzlp_vHxHc.twitter
[2] https://www.rawstory.com/2019/09/this-is-not-ok-ohio-republican-goes-off-on-trump-at-intel-hearing-over-his-ukraine-call/#.XYzheofWP_k.twitter
[2] https://twitter.com/heerjeet/status/1176988136687226880
[1] https://twitter.com/marchfortruth17/status/1177201471550410753

Top URLs in Tweet in G9:
[30] https://www.youtube.com/watch?v=qF_mFb8YwHg&feature=youtu.be

[15] https://ir.shareaholic.com/e?a=1&u=https://www.piusarinzehas.com.ng/2019/09/ukraine-collusion-or-joe-biden-scandal.html%3Futm_campaign%3DPiusarinzehas%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[10] https://www.breitbart.com/politics/2019/09/26/adam-schiff-performs-fake-conversation-between-trump-and-ukraine-president/
[6] https://thefederalist.com/2019/09/26/blatant-media-lies-about-trump-ukraine-non-scandal-are-never-ending/#.XYzkiToU6uw.twitter
[5] https://www.breitbart.com/the-media/2019/09/26/nolte-abc-news-forced-to-correct-bombshell-about-trumps-ukraine-call/
[5] https://www.youtube.com/watch?v=rQVN3n_PIVU&feature=youtu.be

[4] https://www.theepochtimes.com/democrats-wrote-to-ukraine-last-year-demanding-information-about-trump_3096291.html
[3] https://thefederalist.com/2019/09/26/new-york-times-washington-post-front-pages-deceptively-slice-ukraine-call-transcript-to-implicate-trump/#.XYyuJGywEYE.twitter
[3] https://www.youtube.com/watch?v=TX5VxBGUTCI&feature=youtu.be

[3] https://hannity.com/media-room/whitaker-on-hannity-doj-determined-there-was-nothing-illegal-about-trump-ukraine-call/

Top URLs in Tweet in G10:
[17] https://www.cnn.com/2019/09/26/politics/fact-check-trump-false-claim-democrats-threat-to-ukraine/index.html
[10] https://crowdstrike.com/
[3] https://www.cnn.com/2019/09/26/politics/read-whistleblower-complaint-trump-ukraine/index.html
[3] https://www.cnn.com/2019/09/25/opinions/trump-code-talk-ukraine-callan/index.html
[3] https://thehill.com/business-a-lobbying/lobbying-hires/313041-ukraine-hires-lobby-firm-ahead-of-trump-inauguration
[2] https://www.nytimes.com/2019/09/26/us/politics/whistleblower-complaint-released.html
[2] https://www.nytimes.com/2019/09/25/us/politics/trump-ukraine-whistleblower.html
[2] https://www.cnn.com/videos/politics/2019/09/25/toobin-sot-trump-press-conference-ukraine-call-transcript-tsr-vpx.cnn
[1] https://www.washingtonpost.com/business/2019/09/26/trumps-other-ukraine-problem-new-concern-about-his-business/
[1] https://twitter.com/realDonaldTrump/status/1177262335771021312

Top Domains
Top Domains in Tweet in Entire Graph:
[356] trib.al
[200] twitter.com
[180] breitbart.com
[173] cnn.com
[156] nytimes.com
[153] rawstory.com
[131] foxnews.com
[122] washingtonpost.com
[105] nbcnews.com
[103] dailycaller.com

Top Domains in Tweet in G1:
[30] washingtonpost.com
[8] foxnews.com
[7] dailycaller.com
[6] breitbart.com
[5] thefederalist.com
[5] youtube.com
[5] trendingpolitics.com
[5] trib.al
[4] breaking911.com
[4] newsweek.com

Top Domains in Tweet in G2:
[98] trib.al
[34] cnn.com
[26] foxnews.com
[25] breitbart.com
[19] twitter.com
[10] theepochtimes.com
[10] rawstory.com
[8] politico.com
[7] msnbc.com
[7] nytimes.com

Top Domains in Tweet in G3:
[99] breitbart.com
[67] dailycaller.com
[22] godfatherpolitics.com
[16] theblaze.com
[12] foxnews.com
[11] trib.al
[10] twitter.com
[4] townhall.com
[4] washingtonpost.com
[4] cnn.com

Top Domains in Tweet in G4:
[6] breitbart.com
[3] twitter.com
[2] washingtonpost.com
[2] hotair.com
[1] thefederalist.com
[1] townhall.com
[1] dailycaller.com

Top Domains in Tweet in G5:
[31] trib.al
[12] newsweek.com
[10] twitter.com
[9] nytimes.com
[7] rawstory.com
[7] cnn.com
[5] politicususa.com
[5] foxnews.com
[4] washingtonpost.com
[4] npr.org

Top Domains in Tweet in G6:
[44] foxnews.com
[43] twitter.com
[39] rawstory.com
[33] cnn.com
[29] nytimes.com
[25] nbcnews.com
[25] npr.org
[24] washingtonpost.com
[22] co.uk
[18] apple.news

Top Domains in Tweet in G7:
[54] trib.al
[20] slate.com
[15] nytimes.com
[11] nymag.com
[10] twitter.com
[9] vox.com
[8] newyorker.com
[8] rawstory.com
[6] washingtonpost.com
[6] vice.com

Top Domains in Tweet in G8:
[11] politicususa.com
[8] rawstory.com
[6] twitter.com
[6] thenewcivilrightsmovement.com
[5] cnn.com
[3] nytimes.com
[3] shareblue.com
[2] trib.al
[1] factcheck.org
[1] house.gov

Top Domains in Tweet in G9:
[58] youtube.com
[15] breitbart.com
[15] shareaholic.com
[12] thefederalist.com
[8] twitter.com
[8] trib.al
[5] nytimes.com
[4] washingtonpost.com
[4] theepochtimes.com
[3] thehill.com

Top Domains in Tweet in G10:
[28] cnn.com
[11] crowdstrike.com
[5] nytimes.com
[5] trib.al
[3] washingtonpost.com
[3] vox.com
[3] latimes.com
[3] thehill.com
[2] twitter.com
[2] nymag.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[661] whistleblowercomplaint
[308] ukraine
[214] trump
[106] breaking
[73] transcript
[69] whistleblower
[68] ukrainetranscripts
[47] impeachtrump
[47] biden
[45] trumpimpeachment



Top Hashtags in Tweet in G1:
[7] ukraine
[5] mauimagaexpress
[3] crowdstrike
[3] ukrainebiden
[3] crowdstrikeukraine
[2] whistleblower
[2] trump
[2] nationalsecurity
[1] witchhunt
[1] fakeoutrage

Top Hashtags in Tweet in G2:
[114] ukraine
[76] whistleblowercomplaint
[71] transcript
[37] trump
[24] schiff
[24] biden
[22] investigation
[17] msm
[14] ukraineextortion
[13] whistleblower

Top Hashtags in Tweet in G3:
[7] ukraine
[5] trump
[5] whistleblowercomplaint
[5] foxnews
[4] maga
[4] democrats
[4] crowdstrike
[3] ukrainetranscript
[3] yangtheview
[3] ratcliffe

Top Hashtags in Tweet in G4:
[12] crowdstrike
[3] ukraine
[2] schiff
[2] breaking
[2] joebiden
[1] kag
[1] trump2020
[1] liberalismisamentaldisorder
[1] whistleblowercomplaint
[1] ukrainetranscripts

Top Hashtags in Tweet in G5:
[429] whistleblowercomplaint
[44] ukrainetranscripts
[20] metoo
[16] trumpimpeachment
[7] impeachmentinquiry
[7] trump
[5] dni
[5] dancoats
[5] suegordon
[5] impeachtrump

Top Hashtags in Tweet in G6:
[38] ukraine
[33] trump
[19] whistleblowercomplaint
[15] whistleblower
[14] impeachment
[10] impeachtrump
[8] foxnews
[8] biden
[6] topbuzz
[6] impeachmentinquiry

Top Hashtags in Tweet in G7:
[19] ukraine
[15] whistleblowercomplaint
[9] trump
[5] zelensky
[4] impeach45
[3] fakenewsmedia
[3] biden
[3] russia
[2] ukrainetranscripts
[2] america

Top Hashtags in Tweet in G8:
[25] ukraine
[21] trump
[15] whistleblowerscandal
[10] whistleblower
[4] impeachtrump
[3] whitehose
[2] gop
[2] whitehouse
[2] whistleblowercomplaint
[1] potus

Top Hashtags in Tweet in G9:
[97] breaking
[29] oann
[16] obamascandal
[15] piusarinzehas
[14] obamaandbidencorruption
[6] ukraine
[3] russiagate
[3] fakenews
[3] putin
[3] russia

Top Hashtags in Tweet in G10:
[12] whistleblowercomplaint
[4] rt
[3] dnihearing
[2] ukraine
[1] smartnews
[1] whistleblowerscomplaint
[1] ukrainetranscripts
[1] impeachtяump
[1] impeachbarrtoo
[1] ukrainegate

Top Words
Top Words in Tweet in Entire Graph:
[31014] Words in Sentiment List#1: Positive
[38115] Words in Sentiment List#2: Negative
[1129] Words in Sentiment List#3: Angry/Violent
[606589] Non-categorized Words
[675719] Total Words
[18795] trump
[16868] ukraine
[8039] president
[6737] s
[6074] call

Top Words in Tweet in G1:
[1988] ukraine
[1874] schiff
[1599] trump
[1273] adam
[1208] president
[1188] call
[1105] s
[864] word
[789] out
[611] parody

Top Words in Tweet in G2:
[1833] trump
[1394] ukraine
[997] president
[791] call
[536] s
[344] realdonaldtrump
[327] transcript
[299] biden
[290] up
[285] schiff

Top Words in Tweet in G3:
[1565] trump
[1565] ukraine
[1329] fake
[1147] president
[992] schiff
[843] adam
[776] conversation
[755] between
[696] performs
[681] one

Top Words in Tweet in G4:
[2436] trump
[1731] corruption
[1719] more
[1717] biden's
[1631] ukraine
[965] democrats
[909] democrat
[900] know
[897] hate
[892] look

Top Words in Tweet in G5:
[1066] ukraine
[917] issue
[859] campaign
[662] trump
[602] political
[553] potus
[553] investigate
[545] leader
[537] trump's
[537] biden

Top Words in Tweet in G6:
[659] trump
[639] ukraine
[216] call
[166] whistleblower
[145] s
[133] president
[124] up
[98] biden
[88] complaint
[86] trump's

Top Words in Tweet in G7:
[798] trump
[731] ukraine
[349] s
[344] president
[319] call
[207] whistle
[205] know
[204] blower
[201] told
[189] days

Top Words in Tweet in G8:
[1125] president
[740] trump
[711] ukraine
[591] phone
[549] people
[548] one
[547] many
[547] putin
[546] acts
[546] around

Top Words in Tweet in G9:
[874] trump
[748] ukraine
[542] call
[369] whistle
[369] blower
[351] president
[263] s
[246] know
[235] told
[227] staff

Top Words in Tweet in G10:
[1012] trump
[724] ukraine
[327] more
[327] potential
[325] investigation
[323] spoke
[323] last
[323] legal
[323] administration
[322] focused

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3370] adam,schiff
[2846] president,trump
[2475] trump,ukraine
[2297] trump,s
[1982] call,ukraine
[1958] phone,call
[1941] biden's,corruption
[1603] ukraine,call
[1497] ukraine,president
[1167] between,trump

Top Word Pairs in Tweet in G1:
[1273] adam,schiff
[631] call,ukraine
[577] phone,call
[538] ukraine,s
[532] s,president
[440] intelligence,committee
[433] trump,phone
[431] committee,adam
[431] schiff,fabricated
[431] fabricated,out

Top Word Pairs in Tweet in G2:
[372] president,trump
[237] trump,ukraine
[213] ukraine,call
[178] phone,call
[171] call,between
[170] adam,schiff
[156] #ukraine,president
[155] president,#volodymyrzelensky
[149] trump,#ukraine
[136] whistleblower,complaint

Top Word Pairs in Tweet in G3:
[839] adam,schiff
[808] trump,ukraine
[747] conversation,between
[720] ukraine,president
[698] between,trump
[696] schiff,performs
[696] performs,fake
[696] fake,conversation
[625] #fullofschiff,adam
[622] everything,last

Top Word Pairs in Tweet in G4:
[1712] biden's,corruption
[894] democrats,hate
[880] ukraine,look
[863] asking,ukraine
[859] hate,trump
[859] more,love
[859] love,america
[859] trump,asking
[857] know,democrats
[857] trump,more

Top Word Pairs in Tweet in G5:
[477] leader,investigate
[475] trump's,political
[472] ukrainian,leader
[433] investigate,biden
[426] months,long
[425] help,trump's
[423] #whistleblowercomplaint,shows
[423] shows,potus
[423] potus,randomly
[423] randomly,ask

Top Word Pairs in Tweet in G6:
[179] trump,ukraine
[124] ukraine,call
[76] whistleblower,complaint
[61] white,house
[57] trump,s
[47] ukraine,whistleblower
[46] cover,up
[39] phone,call
[33] ukraine,president
[30] adam,schiff

Top Word Pairs in Tweet in G7:
[204] whistle,blower
[181] close,spy
[181] old,days
[178] saying,whoever
[178] whoever,close
[178] spy,old
[178] days,spies
[178] spies,dealt
[178] dealt,differently
[167] blower,call

Top Word Pairs in Tweet in G8:
[551] president,trump
[548] president,ukraine
[546] trump,acts
[546] acts,president
[546] ukraine,many
[546] many,people
[546] people,phone
[546] phone,putin
[546] putin,one
[546] one,around

Top Word Pairs in Tweet in G9:
[369] whistle,blower
[225] trump,told
[225] told,staff
[225] mission,know
[213] president,trump
[160] trump,ukraine
[158] adam,schiff
[156] call,ukraine
[132] united,states
[129] blower,complaint

Top Word Pairs in Tweet in G10:
[322] trump,last
[321] person,spoke
[321] spoke,trump
[321] last,24
[321] 24,hours
[321] hours,sounded
[321] sounded,more
[321] more,distracted
[321] distracted,less
[321] less,focused

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@repadamschiff
@lindseygrahamsc
@potus
@funder
@jim_jordan
@bennyjohnson
@cnnpolitics
@senrobportman
@dbongino

Top Replied-To in G1:
@bennyjohnson
@trumpwarroom
@hotepjesus
@dbongino
@byronyork
@jamesokeefeiii
@dancrenshawtx
@janettxblessed
@watspn1013
@carpedonktum

Top Replied-To in G2:
@realdonaldtrump
@repadamschiff
@lindseygrahamsc
@gopleader
@dbongino
@gopchairwoman
@abc
@senthomtillis
@joebiden
@kayleighmcenany

Top Replied-To in G3:
@jim_jordan
@fredfleitz
@houseintel
@breitbartnews
@cnn
@kimstrassel
@senschumer
@donaldjtrumpjr
@pdub4life
@therynheart

Top Replied-To in G4:
@charliekirk11
@ingridcorbellni
@toddf_imagine
@blogjam_net
@patriot76_
@biggamevanpelt
@repadamschiff

Top Replied-To in G5:
@potus
@senrobportman
@cnnpolitics
@tedlieu
@repspeier
@joebiden
@gmarie55
@qblueskyq
@dnc
@juliaioffe

Top Replied-To in G6:
@louo53

Top Replied-To in G7:
@hoarsewisperer
@costareports
@biannagolodryga
@elouisebo
@maggienyt
@postpolitics
@jonathanchait
@rhonda_harbison
@therickwilson
@shaynalatka

Top Replied-To in G8:
@juddlegum
@danrather
@cnbc

Top Replied-To in G9:
@arifleischer
@nytimes
@thehill
@oann
@ewerickson
@dcexaminer
@3homer3
@bggusto
@patriot_publius
@msnbc

Top Replied-To in G10:
@arabnhorse1
@olganyc1211
@jedimatty11b
@repkinzinger
@jaketapper
@nytpolitics
@veldpark
@tammyz3636
@atrupar
@edveddr

Top Mentioned
Top Mentioned in Entire Graph:
@potus
@realdonaldtrump
@maggienyt
@repadamschiff
@breitbartnews
@adamschiff
@seanhannity
@nytimes
@nbcnews
@speakerpelosi

Top Mentioned in G1:
@speakerpelosi
@katytur
@seanhannity
@adamschiff
@realdonaldtrump
@breitbartnews
@mauidiver1
@hh_kathy
@heytammybruce
@potus

Top Mentioned in G2:
@realdonaldtrump
@repadamschiff
@joebiden
@rudygiuliani
@potus
@cnn
@msnbc
@foxnews
@abc
@npr

Top Mentioned in G3:
@breitbartnews
@dailycaller
@devinnunes
@houseintel
@politicsisdirty
@speakerpelosi
@cnn
@amermilnews
@realdonaldtrump
@repadamschiff

Top Mentioned in G4:
@potus
@speakerpelosi
@washingtonpost
@wciorciari
@msmollyoregon
@jim_jordan
@mrhunt79
@d_mccarthy37
@danscavino
@realdonaldtrump

Top Mentioned in G5:
@potus
@realdonaldtrump
@genflynn
@devinnunes
@jsolomonreports
@foxnews
@shannonbream
@marcorubio
@senrickscott
@repmiketurner

Top Mentioned in G6:

Top Mentioned in G7:
@maggienyt
@lindaqiu
@statedept
@zelenskyyua
@secpompeo
@realdonaldtrump
@rnicholasburns
@potus
@colvinj
@kenvogel

Top Mentioned in G8:
@politicususa
@potus
@justintrudeau
@realdonaldtrump

Top Mentioned in G9:
@nytimes
@davidafrench
@youtube
@realdonaldtrump
@seanhannity
@adamschiff
@elephant
@nec_ukraine
@repslotkin
@kellymagsamen

Top Mentioned in G10:
@potus
@nytmike
@charlie_savage
@julianbarnes
@hurdonthehill
@latimes
@jaketapper
@reflectingman
@ericgarland
@repadamschiff

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@barntiques859
@the_news_diva
@dichristine
@jim_peoples_
@immoralreport
@odio_nao
@kat4obama
@revolution_fr
@joefreedomlove

Top Tweeters in G1:
@docwashburn
@ronthornton
@zwoodbutcher
@lyn1350
@rentonmagauk
@thornedella
@melissa31920880
@johnrealsmith
@mariandclough
@jjdj1187

Top Tweeters in G2:
@joefreedomlove
@sharneal
@dancas2
@mroopchand143
@real_infinity95
@onahunttoday
@backstorymom1
@betitohapo
@mkues65
@eavesdropann

Top Tweeters in G3:
@patriotmarie
@mite72
@lovecovfefe2020
@eluin_g8
@rayann2320
@tea_party_chris
@ebtesam00369622
@cbinflux
@kassandratroy
@mooseman1956

Top Tweeters in G4:
@homerwhite
@usatopguns
@ronjellison
@dhrxsol1234
@unctarheels5633
@smokinsam420
@headlines4you
@szucrm
@isavega2017
@reinebow23

Top Tweeters in G5:
@rjber15
@marieproia
@carolmaewy
@tshep42
@lacunalingua
@teram323tere
@amyayers16
@hockeyfangirl12
@amazingchevvolt
@debsomewhere

Top Tweeters in G6:
@globalissuesweb
@my_amigouk
@fiweh
@raybae689
@usrealitycheck
@brontyman
@libertea2012
@actdontreact
@shoutgracegrace
@jimpolk

Top Tweeters in G7:
@poemtrees
@talkintou
@ligayaloyola
@jilevin
@threadreaderapp
@wildwillow65
@new_narrative
@reignofapril
@euethnic
@jentromans

Top Tweeters in G8:
@kat4obama
@thereal_rebel
@bulldoghill
@morgfair
@choclablover
@profesortbaker
@corruptnsw
@cnbc
@lauriespoon
@ae4ca

Top Tweeters in G9:
@soniaerasmus
@akuma_river
@thehill
@bluebirdtrini
@geoff_deweaver
@princessbibirf_
@schwingcat
@leocullen4
@mlong42947
@textiff

Top Tweeters in G10:
@jamestoupin
@b140tweet
@trump_enemy
@awelab1956
@boerneaj
@newyorker2212
@wellness4you13
@girlzinger
@jrbkjrbk
@jorge_c_ny


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