Trump Ukraine, Twitter, 10/14/2019 1:09:12 AM, 212887
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Trump Ukraine_2019-10-13_14-33-59.xlsx
Trump Ukraine_2019-10-13_14-33-59.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
October 14, 2019
Short Description:
Trump Ukraine via NodeXL http://bit.ly/2VK5SQr
@repadamschiff
@cnn
@mcfaul
@nytimes
@chizmaga
@dgpurser
@johnjharwood
@realdonaldtrump
@msnbc
@davidjharrisjr

Top hashtags:
#breaking
#ukraine
#trump
#whistleblower
#donaldtrump
#coverup
#truthexposed
#biden
#foxnews

Description:
Description
The graph represents a network of 15,343 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 Sunday, 13 October 2019 at 23:26 UTC.

The tweets in the network were tweeted over the 2-hour, 58-minute period from Sunday, 13 October 2019 at 18:35 UTC to Sunday, 13 October 2019 at 21:33 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[109] https://www.foxnews.com/politics/trump-judge-jeanine-impeachment-ukraine-obama
[63] https://www.motherjones.com/politics/2019/10/russia-propaganda-trump-ukraine/
[59] https://www.theguardian.com/commentisfree/2019/oct/13/donald-trump-ukraine-turkey-impeachment?CMP=share_btn_tw
[55] https://www.nytimes.com/2016/08/15/us/politics/paul-manafort-ukraine-donald-trump.html
[50] https://www.breitbart.com/clips/2019/10/12/trump-on-obamas-silence-during-biden-ukraine-saga-i-think-hes-hiding/
[49] https://www.inquirer.com/opinion/commentary/rudy-giuliani-under-investigation-ukraine-trump-impeachment-20191013.html
[49] https://www.nytimes.com/2019/10/12/opinion/sunday/ukraine-trump.html
[40] https://www.theguardian.com/commentisfree/2019/oct/13/donald-trump-ukraine-turkey-impeachment
[39] https://americanlookout.com/trump-tells-judge-jeanine-he-believes-obama-knew-about-bidens-dealings-in-ukraine-video/
[37] https://www.theguardian.com/commentisfree/2019/oct/13/donald-trump-ukraine-turkey-impeachment?CMP=Share_iOSApp_Other

Top URLs in Tweet in G1:
[48] https://www.foxnews.com/politics/trump-judge-jeanine-impeachment-ukraine-obama
[34] https://trib.al/4g6IMNt
[32] https://americanlookout.com/trump-tells-judge-jeanine-he-believes-obama-knew-about-bidens-dealings-in-ukraine-video/
[20] http://www.cnn.com/video/data/2.0/video/politics/2019/10/13/sotu-kasich-full.cnn.html
[13] https://www.breitbart.com/clips/2019/10/12/trump-on-obamas-silence-during-biden-ukraine-saga-i-think-hes-hiding/
[9] https://www.cbsnews.com/news/impeachment-inquiry-pentagon-to-comply-with-subpoena-defense-secretary-mark-esper-face-the-nation/?ftag=CNM-00-10aab7e&linkId=75244296
[4] https://www.nytimes.com/2019/10/12/opinion/sunday/ukraine-trump.html
[4] https://truepundit.com/ex-ukraine-envoy-who-trump-called-bad-news-to-testify-in-impeachment-probe/
[4] https://www.chicagotribune.com/nation-world/ct-nw-trump-giuliani-ukraine-gas-company-20191007-54j3zy5tcjemnj6trw7c44wrqq-story.html
[3] https://www.davidharrisjr.com/stevenahle/nsc-staffer-discussed-trump-ukraine-call-outside-council-2/

Top URLs in Tweet in G2:
[10] https://www.theguardian.com/us-news/2019/oct/13/trump-impeachment-esper-pentagon-house-subpoena-ukraine?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1570980152
[5] https://www.theguardian.com/commentisfree/2019/oct/13/donald-trump-ukraine-turkey-impeachment
[3] https://www.washingtonpost.com/world/national-security/trumps-envoy-who-denied-quid-pro-quo-now-says-he-isnt-certain/2019/10/12/4abe0902-bc19-44e8-8c38-9aa35c544859_story.html
[3] https://www.nytimes.com/2019/10/12/opinion/sunday/ukraine-trump.html
[2] https://www.politicususa.com/2019/10/12/trump-knew-giuliani-running-criminal-operation-ukraine.html
[2] https://www.theguardian.com/us-news/2019/oct/13/trump-impeachment-esper-pentagon-house-subpoena-ukraine?CMP=share_btn_tw
[2] https://www.cnn.com/videos/world/2019/10/11/syria-kurds-trump-ukraine-yovanovitch-diplomacy.cnn
[1] https://twitter.com/HouseIntel/status/1182342768015937536
[1] https://www.politifact.com/punditfact/statements/2019/oct/03/charlie-kirk/fact-checking-charlie-kirks-misleading-tweet-about/
[1] https://www.nbcnews.com/news/us-news/ambassador-e-u-testify-he-doesn-t-know-why-ukraine-n1065476

Top URLs in Tweet in G3:
[25] https://www.buzzfeednews.com/article/senchrismurphy/opinion-trump-abandoned-ukraine-to-russia-its-the-missing
[14] https://www.motherjones.com/politics/2019/10/rudy-giuliani-claims-lev-parnas-igor-fruman-ukraine-donald-trump/
[7] https://www.nytimes.com/2019/10/12/opinion/sunday/ukraine-trump.html
[3] https://twitter.com/umlandandreas/status/1183142396462280705
[3] https://www.npr.org/2019/10/12/768935251/trump-ukraine-and-the-path-to-the-impeachment-inquiry-a-timeline?utm_campaign=storyshare&utm_source=facebook.com&utm_medium=social
[3] https://www.motherjones.com/politics/2019/10/russia-propaganda-trump-ukraine/
[2] https://www.vanityfair.com/news/2019/10/sondland-trump-ukraine-quid-pro-quo
[2] https://www.usatoday.com/story/news/politics/2019/10/12/trump-impeachment-probe-over-ukraine-hands-over-maines-susan-collins/3941848002/
[1] https://www.theguardian.com/commentisfree/2019/oct/13/donald-trump-ukraine-turkey-impeachment?CMP=share_btn_tw
[1] https://slate.com/news-and-politics/2019/10/trump-ukraine-scandal-manafort-mueller-collusion.html

Top URLs in Tweet in G4:
[53] https://www.nytimes.com/2016/08/15/us/politics/paul-manafort-ukraine-donald-trump.html
[9] https://www.foxnews.com/politics/trump-judge-jeanine-impeachment-ukraine-obama
[9] https://www.breitbart.com/clips/2019/10/12/trump-on-obamas-silence-during-biden-ukraine-saga-i-think-hes-hiding/
[8] https://trib.al/Xz80TMK
[7] https://www.thedailybeast.com/gordon-sondland-key-ukraine-witness-to-testify-his-quid-pro-quo-denial-came-from-trump-personally-wapo?source=twitter&via=desktop
[5] https://www.washingtonpost.com/politics/2019/10/13/gordon-sondland-is-about-blow-hole-trumps-ukraine-defense/
[5] https://www.politico.com/story/2017/01/ukraine-sabotage-trump-backfire-233446
[5] https://www.dailywire.com/news/bombshell-audio-email-evidence-shows-dnc-colluded-with-ukraine-to-boost-hillary-by-harming-trump-report-says
[4] https://americanlookout.com/trump-tells-judge-jeanine-he-believes-obama-knew-about-bidens-dealings-in-ukraine-video/
[4] https://www.foxnews.com/politics/ukraine-whistleblower-wants-to-testify-in-writing-instead-of-appearing-in-person-report-says

Top URLs in Tweet in G5:
[44] https://www.motherjones.com/politics/2019/10/russia-propaganda-trump-ukraine/
[18] https://twitter.com/MSNBC/status/1183293049482436613
[12] https://www.cnbc.com/2019/10/11/russia-is-common-thread-between-trumps-ukraine-and-syria-problems.html
[5] https://www.kyivpost.com/ukraine-politics/destination-vienna-connecting-giuliani-two-fixers-and-a-ukrainian-oligarch.html
[5] https://www.foxnews.com/politics/trump-judge-jeanine-impeachment-ukraine-obama
[4] https://www.nytimes.com/2019/10/12/opinion/sunday/ukraine-trump.html
[4] https://www.vox.com/platform/amp/policy-and-politics/2019/10/9/20906612/trump-campaign-ad-joe-biden-ukraine-facebook
[3] https://www.buzzfeednews.com/article/mikesallah/ukraine-spending-trump-parnas-fruman
[3] https://www.occrp.org/en/investigations/meet-the-florida-duo-helping-giuliani-dig-dirt-for-trump-in-ukraine
[3] https://twitter.com/i/events/1183410235542630400

Top URLs in Tweet in G6:
[5] https://www.foxnews.com/politics/trump-judge-jeanine-impeachment-ukraine-obama
[5] https://www.breitbart.com/clips/2019/10/12/trump-on-obamas-silence-during-biden-ukraine-saga-i-think-hes-hiding/
[4] https://www.thegatewaypundit.com/2019/10/breaking-fired-anti-trump-ukrainian-ambassador-was-monitoring-communications-of-john-solomon-and-us-journalists-prying-into-ukraine-video/
[3] https://flagandcross.com/trump-reportedly-fired-ukraine-ambassador-after-learning-she-meddled-in-biden-investigation/
[2] https://www.theepochtimes.com/pence-working-to-release-records-of-his-ukraine-calls-says-they-would-exonerate-trump_3112544.html
[2] https://www.thegatewaypundit.com/2019/09/rush-limbaugh-john-brennan-traveled-to-ukraine-with-fake-passport-to-research-trump/
[1] https://www.thegatewaypundit.com/2019/10/impeachment-sideshow-turns-into-clown-show-trump-hating-cia-whistleblower-who-traveled-with-joe-biden-to-ukraine-doesnt-want-to-testify-democrat-lawyers-say-he-will-submit-written-answers/
[1] https://realityanddenial.wordpress.com/2019/10/07/it-becomes-clear-why-theyre-all-trying-to-destroy-trump/
[1] https://americanlookout.com/trump-tells-judge-jeanine-he-believes-obama-knew-about-bidens-dealings-in-ukraine-video/
[1] https://www.thegatewaypundit.com/2019/10/update-anti-trump-cia-whistleblower-reportedly-traveled-with-joe-biden-to-ukraine-when-joe-was-vp/

Top URLs in Tweet in G7:
[23] https://www.foxnews.com/politics/trump-judge-jeanine-impeachment-ukraine-obama
[15] https://www.washingtontimes.com/news/2019/oct/13/adam-schiffs-trump-ukraine-impeachment-probe-follo/
[13] https://neonnettle.com/news/9093-trump-obama-hiding-from-bidens-and-ukraine-questions-he-knows-all-about-it-
[11] https://www.breitbart.com/clips/2019/10/12/trump-on-obamas-silence-during-biden-ukraine-saga-i-think-hes-hiding/
[7] https://www.theguardian.com/commentisfree/2019/oct/11/hunter-biden-democrats-joe-biden-ukraine-trump
[6] https://www.washingtonexaminer.com/report-412-000-dnc-insider-ukraine-officials-spread-dirt-on-trump
[3] http://www.thegatewaypundit.com/2019/10/breaking-fired-anti-trump-ukrainian-ambassador-was-monitoring-communications-of-john-solomon-and-us-journalists-prying-into-ukraine-video/
[1] https://www.youtube.com/watch?v=KR4469gbN3o&feature=youtu.be

[1] https://www.cnn.com/2019/10/13/politics/hunter-biden-joe-biden-ukraine-china/index.html
[1] https://www.foxnews.com/politics/wheres-hunter-trump-asks-as-bidens-son-promises-not-to-work-with-foreign-companies-if-father-wins-wh

Top URLs in Tweet in G8:
[15] https://www.cnbc.com/2019/10/11/russia-is-common-thread-between-trumps-ukraine-and-syria-problems.html?__source=sharebar%7Ctwitter&par=sharebar
[11] https://www.washingtonpost.com/politics/2019/10/13/gordon-sondland-is-about-blow-hole-trumps-ukraine-defense/?outputType=amp
[3] https://www.washingtonpost.com/world/national-security/trumps-envoy-who-denied-quid-pro-quo-now-says-he-isnt-certain/2019/10/12/4abe0902-bc19-44e8-8c38-9aa35c544859_story.html
[3] https://www.usatoday.com/story/news/politics/2019/10/12/trump-impeachment-probe-over-ukraine-hands-over-maines-susan-collins/3941848002/
[3] https://www.rawstory.com/2019/10/pence-is-frantically-running-away-from-trump-on-ukraine-everyone-is-trying-to-get-off-the-titanic/
[2] https://www.cnbc.com/2019/10/11/russia-is-common-thread-between-trumps-ukraine-and-syria-problems.html
[2] https://www.washingtonpost.com/politics/2019/10/13/gordon-sondland-is-about-blow-hole-trumps-ukraine-defense/
[2] https://www.cnn.com/2019/09/27/politics/white-house-restricted-trump-calls-putin-saudi/index.html
[2] https://www.theguardian.com/commentisfree/2019/oct/13/donald-trump-ukraine-turkey-impeachment
[1] https://www.wsj.com/articles/trump-administration-used-potential-meeting-to-pressure-ukraine-on-biden-texts-indicate-11570205661

Top URLs in Tweet in G9:
[10] https://www.palmerreport.com/analysis/key-player-ccountry-coverup-ukraine-donald-trump/21817/
[8] https://www.nytimes.com/2019/10/12/opinion/sunday/ukraine-trump.html?smid=nytcore-ios-share
[4] https://www.thenation.com/article/trump-ukraine-pompeo/
[4] https://www.washingtonpost.com/opinions/global-opinions/theres-yet-another-level-to-the-trump-administrations-corruption-in-ukraine/2019/10/13/5a89af0a-edd9-11e9-89eb-ec56cd414732_story.html
[4] https://www.nytimes.com/2019/10/12/opinion/sunday/ukraine-trump.html?smid=nytcore-ios-
[4] http://www.msn.com/en-us/news/world/kremlin-relishes-us-pullback-from-syria-turmoil-in-ukraine/ar-AAIIaEl?ocid=st
[3] https://www.nytimes.com/2019/10/12/opinion/sunday/ukraine-trump.html
[3] https://www.thenation.com/article/trump-ukraine-pence-pompeo-mulvaney/
[3] https://www.cnn.com/2019/10/04/politics/mike-pence-documents-impeachment/index.html
[3] http://www.washingtonpost.com/opinions/global-opinions/theres-yet-another-level-to-the-trump-administrations-corruption-in-ukraine/2019/10/13/5a89af0a-edd9-11e9-89eb-ec56cd414732_story.html?tid=ss_tw

Top URLs in Tweet in G10:
[8] https://www.foxnews.com/politics/ted-cruz-criticizes-trumps-call-for-china-to-investigate-bidens
[3] https://www.foxnews.com/politics/trump-judge-jeanine-impeachment-ukraine-obama
[2] https://dailycaller.com/2019/10/11/trump-biden-media-big-tech-campaign/
[2] https://www.breitbart.com/clips/2019/10/12/trump-on-obamas-silence-during-biden-ukraine-saga-i-think-hes-hiding/?utm_source=facebook&utm_medium=social
[2] https://www.theguardian.com/us-news/2019/oct/13/hunter-biden-trump-china-ukraine-impeachment
[2] https://twitter.com/davidjoachim/status/1182401655435923459?s=20
[1] https://abcnews.go.com/Politics/ambassadors-removal-deeply-rep-jim-himes/story?id=66217855
[1] https://www.vox.com/2019/10/3/20896869/trump-biden-ukraine-2016-letter-portman-johnson
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=cec0de90-ee0e-11e9-b57a-27e21d707418&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMC0xMS9naXVsaWFuaS1kcmF3cy1wcm9zZWN1dG9ycy1zY3J1dGlueS13aXRoLXVrcmFpbmUtYWxsaWVzLWFycmVzdA==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=ab042840-ee0e-11e9-a1e1-d3b31bc0c9ba&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMC0xMS9naXVsaWFuaS1kcmF3cy1wcm9zZWN1dG9ycy1zY3J1dGlueS13aXRoLXVrcmFpbmUtYWxsaWVzLWFycmVzdA==

Top Domains
Top Domains in Tweet in Entire Graph:
[261] theguardian.com
[170] nytimes.com
[158] twitter.com
[150] washingtonpost.com
[143] foxnews.com
[90] breitbart.com
[86] trib.al
[82] motherjones.com
[66] cnn.com
[60] inquirer.com

Top Domains in Tweet in G1:
[49] foxnews.com
[39] trib.al
[32] americanlookout.com
[21] cnn.com
[18] twitter.com
[18] breitbart.com
[14] nytimes.com
[9] cbsnews.com
[5] davidharrisjr.com
[4] truepundit.com

Top Domains in Tweet in G2:
[18] theguardian.com
[4] twitter.com
[4] washingtonpost.com
[4] nytimes.com
[3] cnn.com
[2] axios.com
[2] politicususa.com
[2] buzzfeednews.com
[1] politifact.com
[1] nbcnews.com

Top Domains in Tweet in G3:
[26] buzzfeednews.com
[17] motherjones.com
[8] nytimes.com
[7] twitter.com
[5] washingtonpost.com
[4] npr.org
[2] theguardian.com
[2] vanityfair.com
[2] trib.al
[2] usatoday.com

Top Domains in Tweet in G4:
[59] nytimes.com
[26] twitter.com
[21] foxnews.com
[17] washingtonpost.com
[15] trib.al
[13] thedailybeast.com
[12] politico.com
[10] breitbart.com
[10] theguardian.com
[5] cnn.com

Top Domains in Tweet in G5:
[46] motherjones.com
[27] twitter.com
[14] trib.al
[14] cnbc.com
[11] washingtonpost.com
[7] nytimes.com
[6] buzzfeednews.com
[6] kyivpost.com
[6] theguardian.com
[6] vox.com

Top Domains in Tweet in G6:
[9] thegatewaypundit.com
[6] foxnews.com
[5] breitbart.com
[3] flagandcross.com
[2] theepochtimes.com
[1] wordpress.com
[1] americanlookout.com
[1] thehill.com
[1] youtube.com
[1] newsweek.com

Top Domains in Tweet in G7:
[24] foxnews.com
[15] washingtontimes.com
[13] neonnettle.com
[11] breitbart.com
[7] theguardian.com
[6] washingtonexaminer.com
[5] thegatewaypundit.com
[1] youtube.com
[1] cnn.com
[1] goo.gl

Top Domains in Tweet in G8:
[19] cnbc.com
[18] washingtonpost.com
[5] theguardian.com
[3] twitter.com
[3] cnn.com
[3] usatoday.com
[3] rawstory.com
[2] wsj.com
[2] axios.com
[2] foxnews.com

Top Domains in Tweet in G9:
[17] nytimes.com
[11] palmerreport.com
[10] washingtonpost.com
[7] thenation.com
[6] trib.al
[4] theguardian.com
[4] msn.com
[3] cnn.com
[3] haaretz.com
[2] twitter.com

Top Domains in Tweet in G10:
[11] foxnews.com
[4] breitbart.com
[4] twitter.com
[2] bloomberg.com
[2] dailycaller.com
[2] theguardian.com
[1] go.com
[1] vox.com
[1] realclearpolitics.com
[1] thepatriotwatchdog.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[226] breaking
[219] ukraine
[126] trump
[59] whistleblower
[41] donaldtrump
[33] coverup
[32] truthexposed
[27] biden
[25] foxnews
[24] cnnsotu



Top Hashtags in Tweet in G1:
[23] cnnsotu
[15] ukraine
[8] trump
[4] undisputedfacts
[4] breaking
[4] maga
[3] theweeklynyt
[3] foxnews
[3] wwg1wga
[3] qanon

Top Hashtags in Tweet in G2:
[28] breaking
[25] truthexposed
[25] coverup
[5] ukraine
[2] trump
[1] moneyblizzard
[1] trumpgenocide
[1] trumprussia
[1] trumpukraine
[1] impeachtrumppencebarrpompeo

Top Hashtags in Tweet in G3:
[18] onevoice1
[10] trumpmustgo
[4] presidentfubar
[3] doyourjob
[3] russianasset
[3] isupportimpeachment
[2] impeachpresidentfubar
[1] impeachmentiscoming
[1] breaking
[1] votesusancollinsout

Top Hashtags in Tweet in G4:
[31] ukraine
[15] trump
[13] biden
[13] maga
[9] quidprojoe
[7] breaking
[7] whereisbarack
[7] whereishunter
[6] foxnews
[5] impeachment

Top Hashtags in Tweet in G5:
[73] ukraine
[11] onassignment
[10] trump
[4] breaking
[3] convoy
[3] foreign
[3] journalists
[3] syria
[3] turkish
[2] politicsnation

Top Hashtags in Tweet in G6:
[4] ukraine
[4] yovanovitch
[3] media
[2] breaking
[1] beckisback
[1] fakenews

Top Hashtags in Tweet in G7:
[6] chalupa
[5] dnc
[3] neonnettle
[3] ukraine
[2] breaking
[2] deepstate
[2] china
[2] fakenews
[2] cnn
[2] democrat

Top Hashtags in Tweet in G8:
[6] sondland
[6] quidproquo
[5] trump
[4] himes
[3] mog
[3] impeachmenttaskforce
[3] wtp2020
[3] ukraine
[2] watergate
[2] trumpbriberyfordirt

Top Hashtags in Tweet in G9:
[11] impeachmentinquiry
[6] trump
[2] coverup
[2] ukraine
[1] impeachtrump
[1] corruptgop
[1] trumpresign
[1] sondland
[1] pelosi
[1] turkey

Top Hashtags in Tweet in G10:
[8] foxnews
[3] breaking
[2] ukraine
[2] gop
[1] whistleblower
[1] corruptgop
[1] corruption
[1] kurdsbetrayed
[1] kurds
[1] 2020election

Top Words
Top Words in Tweet in Entire Graph:
[27775] Words in Sentiment List#1: Positive
[40201] Words in Sentiment List#2: Negative
[62] Words in Sentiment List#3: Angry/Violent
[601901] Non-categorized Words
[669888] Total Words
[20584] trump
[17401] ukraine
[5564] s
[4819] biden
[4476] abuse

Top Words in Tweet in G1:
[3056] trump
[2822] ukraine
[1776] china
[1507] biden
[1499] donald
[1197] nytimes
[1180] hunter
[1165] news
[1131] political
[1110] payoffs

Top Words in Tweet in G2:
[3029] abuse
[2423] trump
[2044] ukraine
[1672] text
[1637] white
[1636] house
[1636] meeting
[1635] alone
[1634] messages
[1634] sought

Top Words in Tweet in G3:
[2872] trump
[1580] ukraine
[1257] now
[1246] kurds
[1246] help
[1245] regarding
[1245] second
[1245] wondering
[1244] erdogan
[1243] decide

Top Words in Tweet in G4:
[1113] trump
[923] ukraine
[384] s
[383] president
[334] realdonaldtrump
[245] t
[195] biden
[159] democrats
[155] sondland
[149] wasn

Top Words in Tweet in G5:
[1315] trump
[1069] ukraine
[518] new
[407] president
[391] s
[314] trump's
[243] giuliani
[238] before
[236] ship
[227] more

Top Words in Tweet in G6:
[1041] calls
[842] trump
[805] ukraine
[639] biden
[564] president
[549] joe
[548] s
[525] release
[522] phone
[521] agree

Top Words in Tweet in G7:
[1606] ukraine
[895] democrat
[690] trump
[477] down
[472] democrats
[447] john
[447] solomon
[447] take
[447] collusion
[446] jesse

Top Words in Tweet in G8:
[1003] trump
[614] ukraine
[453] s
[334] giuliani
[310] wapo
[301] russia
[300] associate
[300] parnas
[298] lev
[298] ties

Top Words in Tweet in G9:
[862] trump
[652] ukraine
[375] s
[336] now
[258] abuse
[201] syria
[199] new
[198] ambassador
[191] corruption
[189] biden

Top Words in Tweet in G10:
[1159] biden
[740] joe
[640] ukraine
[620] trump
[399] hunter
[352] thisweekabc
[352] jonkarl
[349] many
[347] running
[346] believe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2537] white,house
[2269] text,messages
[2264] house,meeting
[2198] donald,trump
[2128] abuse,power
[2105] investigation,trump
[2103] trump,2020
[2101] find,out
[2098] sought,ukraine
[2097] messages,ve

Top Word Pairs in Tweet in G1:
[1491] donald,trump
[1140] hunter,biden
[1114] ukraine,china
[1106] payoffs,ukraine
[1103] cnn,nytimes
[1102] imagine,donald
[1102] trump,jr
[1102] jr,hunter
[1102] biden,receiving
[1102] receiving,big

Top Word Pairs in Tweet in G2:
[1634] text,messages
[1634] white,house
[1634] house,meeting
[1516] abuse,power
[1513] messages,ve
[1513] ve,obtained
[1513] obtained,show
[1513] show,white
[1513] meeting,desperately
[1513] desperately,sought

Top Word Pairs in Tweet in G3:
[1245] regarding,ukraine
[1244] ukraine,help
[1243] erdogan,decide
[1243] decide,attack
[1243] attack,kurds
[1243] kurds,now
[1243] now,assess
[1243] assess,trump
[1243] trump,weak
[1243] weak,respond

Top Word Pairs in Tweet in G4:
[193] president,trump
[149] wasn,t
[123] trump,pressured
[122] president,zelensky
[121] pressured,ukraine
[121] ukraine,president
[116] democrats,media
[116] media,keep
[116] keep,falsely
[116] falsely,claiming

Top Word Pairs in Tweet in G5:
[239] president,trump
[208] trump,impeached
[203] more,half
[203] half,voters
[203] voters,want
[203] want,president
[203] impeached,removed
[203] removed,office
[203] office,according
[203] according,new

Top Word Pairs in Tweet in G6:
[547] president,trump
[539] joe,biden
[529] biden,s
[523] trump,release
[520] ted,cruz
[520] release,transcripts
[520] s,phone
[520] phone,calls
[520] calls,ukraine
[519] cruz,calls

Top Word Pairs in Tweet in G7:
[453] democrats,ukraine
[452] down,trump
[447] john,solomon
[446] jesse,watters
[446] watters,john
[446] solomon,greg
[446] greg,jarrett
[446] jarrett,hoax
[446] hoax,lies
[446] lies,democrat

Top Word Pairs in Tweet in G8:
[348] trump,s
[298] lev,parnas
[296] wapo,arrested
[296] arrested,giuliani
[296] giuliani,associate
[296] associate,lev
[296] parnas,worked
[296] worked,translator
[296] translator,legal
[296] legal,team

Top Word Pairs in Tweet in G9:
[212] trump,s
[178] now,two
[178] two,dimensions
[177] new,wapo
[177] wapo,editorial
[177] editorial,now
[177] dimensions,mr
[177] mr,trump
[177] s,abuse
[177] abuse,office

Top Word Pairs in Tweet in G10:
[739] joe,biden
[394] hunter,biden
[349] thisweekabc,jonkarl
[346] pres,trump
[346] trump,many
[344] biden,running
[342] believe,burisma
[342] burisma,joe
[342] biden,zlochevsky
[342] zlochevsky,hunter

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@puestoloco
@barbaraboxer
@mcfaul
@potus
@repadamschiff
@rudygiuliani
@johnlundin
@gop
@maggienyt

Top Replied-To in G1:
@potus
@rudygiuliani
@maggienyt
@joebiden
@breitbartnews
@nytimes
@charliekirk11
@gopchairwoman
@sentedcruz

Top Replied-To in G2:
@repadamschiff
@foxnewssunday
@deadpreacher
@seekingequilib2
@omgno2trump
@99telepodprobs
@justinamash

Top Replied-To in G3:
@mcfaul
@chrismurphyct
@sam_vinograd
@puestoloco
@alberthartman
@lillianvikingdk

Top Replied-To in G4:
@realdonaldtrump
@mcfaul
@joycewhitevance
@jim_jordan
@janrobinjackson
@jamierodr14
@senschumer
@tedlieu
@speakerpelosi
@eliehonig

Top Replied-To in G5:
@richardengel
@fbnewsroom
@jacksondiehl
@maddow
@realdonaldtrump
@ap
@gop
@wendysiegelman
@likesmixednuts
@betoorourke

Top Replied-To in G6:
@barbaraboxer
@chizmaga
@regularguy28
@fidelisagin
@rudygiuliani
@estbom
@mikehillis_mike
@gatewaypundit
@dmarusic

Top Replied-To in G7:
@teapainusa

Top Replied-To in G8:
@puestoloco
@mog7546
@timjacobwise
@melaniasbelts
@rellyluvsfairen
@johnjharwood

Top Replied-To in G9:
@davidfrum
@brithume
@mollymckew
@amy_siskind
@bpolitics
@stonefacebuster
@thehill
@whodini1621
@brianstelter
@sonjardupree1

Top Replied-To in G10:
@repleezeldin
@trumpwarroom
@roundbale
@tedcruz
@ambassadorrice
@gop
@jamierodr14
@scottjenningsky
@newsnurch
@thehill

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@cnn
@jonkarl
@thisweekabc
@rudygiuliani
@realdonaldtrump
@potus
@msnbc
@davidcorndc
@allinwithchris

Top Mentioned in G1:
@nytimes
@cnn
@rudygiuliani
@potus
@trumpgolfdc
@maggienyt
@joebiden
@cnnsotu
@senkevincramer
@jaketapper

Top Mentioned in G2:
@repadamschiff
@oversightdems
@rudygiuliani
@dcexaminer
@indictreddonnow
@disco42duck
@tomfitton
@realdonaldtrump
@joebiden

Top Mentioned in G3:
@chrismurphyct
@millennialpriml
@davidcorndc
@arimelber
@oarichardengel
@preetbharara
@realdonaldtrump
@mcfaul
@xeni

Top Mentioned in G4:
@realdonaldtrump
@lindseygrahamsc
@thedailybeast
@speakerpelosi
@jim_jordan
@cnn
@nytimes
@repadamschiff
@dbongino
@juliadavisnews

Top Mentioned in G5:
@msnbc
@davidcorndc
@allinwithchris
@arimelber
@richardengel
@wsj
@cnn
@nytpolitics
@ewarren
@oarichardengel

Top Mentioned in G6:
@cnn
@nytimes
@gatewaypundit
@realdonaldtrump
@danscavino
@housedemocrats
@jackposobiec
@steph93065
@barbaraboxer
@troglowbyte

Top Mentioned in G7:
@cnn
@nytimes
@grrrgraphics
@washtimes
@neonnettle
@project_veritas
@livemarthasvyrd

Top Mentioned in G8:
@wtp__2020
@johnjharwood
@realtuckfrumper
@rawstory
@foxnews
@cnbc
@aalleyne
@cnnpolitics
@rudygiuliani
@maggienyt

Top Mentioned in G9:
@thenation
@nicholsuprising
@nytopinion
@jgeltzer
@michelleinbklyn
@palmerreport
@mrjoncryer
@theladylibrala
@brithume
@lawprofbutler

Top Mentioned in G10:
@thisweekabc
@jonkarl
@cnn
@nytimes
@tedcruz
@trumpwarroom
@repleezeldin
@newtgingrich
@morningsmaria
@foxbusiness

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@jornalistavitor
@oldlady12345
@robinsnewswire
@dichristine
@marcocostaatfx
@titrespresse
@commonpatriot
@monicasloves

Top Tweeters in G1:
@missb62
@jornalistavitor
@isidormeyer1
@billm9
@patriotmarie
@mkues65
@russelltim151
@lauracgilleslil
@carolmaewy
@tottenbill

Top Tweeters in G2:
@tomthunkitsmind
@monicasloves
@kat4obama
@guillermoesnal
@jilevin
@grandpooba5440
@stevekoehler22
@disasterpastor
@newsofmideast
@pgrandee10

Top Tweeters in G3:
@damonbethea1
@billnigh
@bethsinniresist
@tshep42
@lacunalingua
@slvfortwit
@marilyncapps
@llstudent08
@summer7570
@amb0306

Top Tweeters in G4:
@jjauthor
@raybae689
@pas5974
@edwardcalame
@theresamax
@rhiles2760
@mayirmamay14
@fasting39
@princessbravato
@tgradous

Top Tweeters in G5:
@oldlady12345
@marcocostaatfx
@debilu2
@talkintou
@britpoptarts
@debi129
@politicalbee
@homegypsy
@lisakbromley
@huffpost

Top Tweeters in G6:
@rratkinson
@sandyriccobono
@peggyruppe
@bryan700
@joshuaassaraf
@lrod49
@desdeflorida
@metalworks4
@cannoneerfour
@stefilassiter

Top Tweeters in G7:
@rockynickydog
@nahbabynah
@helloteamtrump
@toby_dorena
@skyjones55
@saveaslave
@anilns425
@bfrasier1951
@alicia45kag
@baalter

Top Tweeters in G8:
@roblwilson
@akuma_river
@mog7546
@ungubunugu1274
@justwhatnowwhy
@primal_digest
@marthalynneowe1
@sullyanne1
@foxnews
@roripierpont1

Top Tweeters in G9:
@phillip92321
@actdontreact
@only4rm
@79topper
@vi44
@betzmyboyblue11
@cj_disabledvet
@msjbe20a
@nasty_woman2
@joanpennnative

Top Tweeters in G10:
@ebtesam00369622
@usaforyoubruv
@concernedhigh
@craybo23
@mterr337
@cashbama
@gracecourtwrig3
@purrpatrol
@jimw_in_nm
@jpwilloughby


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