Trump Russia, Twitter, 4/25/2019 9:34:28 PM, 194892
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Trump Russia_2019-04-25_10-20-50.xlsx
Trump Russia_2019-04-25_10-20-50.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
April 25, 2019
Short Description:
Trump Russia via NodeXL http://bit.ly/2VjhTib
@funder
@realdonaldtrump
@markwarner
@kendilaniannbc
@repmaxinewaters
@stengel
@nbcnews
@guyverhofstadt
@ggreenwald
@juliettekayyem

Top hashtags:
#trump
#russia
#muellerreport
#teampatriot
#maga
#thursdaymorning

Description:
Description
The graph represents a network of 16,477 Twitter users whose recent tweets contained "Trump Russia", 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 19:44 UTC.

The tweets in the network were tweeted over the 4-hour, 20-minute period from Thursday, 25 April 2019 at 13:04 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 : 16477
Unique Edges : 21557
Edges With Duplicates : 1911
Total Edges : 23468
Self-Loops : 1410
Reciprocated Vertex Pair Ratio : 0.0031791221826809
Reciprocated Edge Ratio : 0.00633809478762653
Connected Components : 994
Single-Vertex Connected Components : 654
Maximum Vertices in a Connected Component : 14777
Maximum Edges in a Connected Component : 21781
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.622756
Graph Density : 7.78782427491717E-05
Modularity : 0.739706
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[162] https://www.foxnews.com/politics/hillary-clinton-trump-russia-plot-impeachment
[137] http://thinkprogress.org/russia-coal-trump-campaign-mueller-report-ad5a583fd32e/?utm_campaign=trueAnthem:+Trending+Content&utm_content=5cc1691e429533000152dfdc&utm_medium=trueAnthem&utm_source=twitter
[125] https://dailycaller.com/2019/04/24/cnn-trump-wont-admit-russia-meddled-2016-he-did/
[87] https://www.nytimes.com/2019/04/24/us/politics/russia-2020-election-trump.html
[54] https://www.usatoday.com/story/opinion/2019/04/19/mueller-report-trump-commander-in-chief-russia-oath-column/3506216002/
[39] https://www.vox.com/2019/4/25/18510852/mueller-report-trump-russia-collusion-conspiracy
[32] https://www.usatoday.com/story/opinion/2019/04/25/mueller-report-trump-russia-national-security-threats-2020-column/3565171002/
[30] https://nytv.to/nXO6
[28] https://www.cnn.com/2017/04/13/politics/trump-russia-british-intelligence/index.html
[26] https://www.rawstory.com/2019/04/cnn-explodes-laughter-trump-adviser-defends-jared-kushners-russia-comments/

Top URLs in Tweet in G1:
[1] https://jacobinmag.com/2019/04/military-budget-trump-space-force-nuclear-weapons-russia/
[1] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[1] https://www.huffpost.com/entry/lawrence-donnell-sen-john-thune-donald-trump-impeachment_n_5cc1578ae4b0ad77ff7fb94e
[1] https://twitter.com/ananavarro/status/1121452509183213568
[1] https://www.usatoday.com/story/opinion/2019/04/19/mueller-report-trump-commander-in-chief-russia-oath-column/3506216002/
[1] https://www.npr.org/2019/04/21/715765240/inside-the-mueller-report-this-man-found-a-photo-of-his-dad-being-used-by-russia
[1] https://twitter.com/altuspresssec/status/1121239087384387584
[1] https://getpocket.com/@webcityusa/share/4170395
[1] https://thinkprogress.org/religious-right-russia-3e80e2ea2e4a/
[1] https://twitter.com/TeaPainUSA/status/1121431002050641920

Top URLs in Tweet in G2:
[26] https://www.foxnews.com/politics/hillary-clinton-trump-russia-plot-impeachment
[11] https://www.foxnews.com/politics/trump-turn-tables-in-russia-probe
[11] https://dailycaller.com/2019/04/24/cnn-trump-wont-admit-russia-meddled-2016-he-did/
[8] https://www.nytimes.com/2019/04/24/us/politics/russia-2020-election-trump.html
[7] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[5] https://www.nytimes.com/2019/04/24/us/politics/russia-2020-election-trump.html?smid=nytcore-ios-share
[4] https://www.judicialwatch.org/press-room/in-the-news/tom-fitton-dnc-clinton-obama-concocted-a-knowing-lie-about-trump-russia-collusion/
[4] https://www.thegatewaypundit.com/2019/04/stunning-european-reporter-reveals-trump-russia-collusion-hoax-has-its-origins-with-soros-funded-ukrainian-activist-group/
[4] https://www.cnn.com/2017/04/13/politics/trump-russia-british-intelligence/index.html
[3] https://www.washingtonexaminer.com/opinion/columnists/byron-york-the-personal-cost-of-the-trump-russia-probe

Top URLs in Tweet in G3:
[46] https://www.usatoday.com/story/opinion/2019/04/19/mueller-report-trump-commander-in-chief-russia-oath-column/3506216002/
[19] https://www.usatoday.com/story/opinion/2019/04/25/mueller-report-trump-russia-national-security-threats-2020-column/3565171002/
[15] https://www.nytimes.com/2019/04/24/us/politics/russia-2020-election-trump.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
[1] https://actionnetwork.org/letters/tell-congress-draw-up-articles-of-impeachment-against-trump
[1] https://www.nbcnews.com/politics/white-house/trump-goes-war-power-over-congress-n998241?cid=sm_npd_nn_fb_ma
[1] https://thehill.com/homenews/administration/440559-deutsche-bank-starts-turning-over-trump-financial-records-to-ny
[1] https://twitter.com/KenDilanianNBC/status/1121400178328637440
[1] https://twitter.com/jesselehrich/status/1121418872668684289
[1] https://twitter.com/nytimes/status/1121038610290155520

Top URLs in Tweet in G4:
[14] https://twitter.com/coton_luver/status/1040582329079455744?s=19
[4] https://www.nytimes.com/2019/04/24/us/politics/russia-2020-election-trump.html
[3] https://abcnews.go.com/Politics/time-battle-russia-hold-trump-accountable-opinion/story?id=62556582&cid=social_fb_abcnp&fbclid=IwAR0MebFRd0DbhsMbHfjNK6dz9ITID-6g2g6NeqK-Wk2tIWL_TCbYmXc0akk
[2] https://www.nbcnews.com/politics/national-security/counterintelligence-investigation-trump-team-russia-hasn-t-stopped-n996486
[2] https://www.nbcnews.com/news/us-news/birth-tourism-brings-russian-baby-boom-miami-n836121
[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
[1] https://www.nbcnews.com/news/amp/ncna997716
[1] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[1] https://www.usatoday.com/story/opinion/2019/04/19/mueller-report-trump-commander-in-chief-russia-oath-column/3506216002/
[1] https://www.msnbc.com/11th-hour/watch/nyt-wh-chief-of-staff-told-dhs-boss-not-to-talk-russia-threat-with-trump-1507486275749?cid=sm_npd_ms_tw_bw

Top URLs in Tweet in G5:
[123] https://www.foxnews.com/politics/hillary-clinton-trump-russia-plot-impeachment
[31] https://www.nytimes.com/2019/04/24/us/politics/russia-2020-election-trump.html
[23] https://www.vox.com/2019/4/25/18510852/mueller-report-trump-russia-collusion-conspiracy
[15] https://www.cnn.com/videos/politics/2019/04/24/kth-trump-officials-dont-talk-about-russia-cooper-ac360-vpx.cnn
[11] https://www.independent.co.uk/news/uk/home-news/nuclear-war-threat-trump-russia-arms-cold-war-house-lords-a8883976.html
[7] https://jacobinmag.com/2019/04/military-budget-trump-space-force-nuclear-weapons-russia/
[6] https://www.usatoday.com/story/opinion/2019/04/25/mueller-report-trump-russia-national-security-threats-2020-column/3565171002/
[6] https://www.nbcnews.com/politics/national-security/mueller-report-shows-trump-campaign-left-itself-wide-open-russians-n997716
[5] https://www.mediaite.com/tv/fox-news-host-credits-russia-with-trumps-2016-win-they-cost-dems-an-election/
[5] https://www.foxnews.com/politics/trump-turn-tables-in-russia-probe

Top URLs in Tweet in G6:
[3] https://twitter.com/ScottLeisz/status/1121372926383620096
[1] https://www.cnbc.com/2018/02/15/nra-russia-and-trump-money-laundering-poisoning-us-democracy-commentary.html
[1] https://www.bloomberg.com/news/articles/2019-04-18/democrats-said-to-subpoena-nine-banks-in-probe-of-trump-finances
[1] Https://www.vanityfair.com/news/2017/06/russia-may-have-hacked-elections-systems-in-39-states
[1] https://twitter.com/CNN/status/1121211609177833478
[1] https://www.theguardian.com/business/2017/feb/16/how-donald-trump-became-deutsche-bank-biggest-headache
[1] https://sostohumanity.blogspot.com/2017/01/putins-revenge-make-russia-greatest.html
[1] https://www.thegatewaypundit.com/2019/04/john-podesta-email/
[1] https://twitter.com/chargrille/status/1120918071835676672
[1] https://twitter.com/RawStory/status/1121201161594388480

Top URLs in Tweet in G7:
[111] https://dailycaller.com/2019/04/24/cnn-trump-wont-admit-russia-meddled-2016-he-did/
[21] https://www.thegatewaypundit.com/2019/04/dirty-cop-rod-rosenstein-spotted-at-capitals-game-laughing-after-he-destroyed-lives-of-trump-officials-with-russia-collusion-witch-hunt/
[18] https://thefederalist.com/2019/04/24/james-clapper-knew-no-evidence-trump-russia-collusion-2016/
[10] https://www.thegatewaypundit.com/2019/04/john-podesta-email/
[5] https://www.cnn.com/2017/04/13/politics/trump-russia-british-intelligence/index.html
[5] https://www.thegatewaypundit.com/2019/04/stunning-european-reporter-reveals-trump-russia-collusion-hoax-has-its-origins-with-soros-funded-ukrainian-activist-group/
[4] https://amp.theguardian.com/uk-news/2017/apr/13/british-spies-first-to-spot-trump-team-links-russia
[4] https://www.thegatewaypundit.com/2019/04/conservative-scholar-on-the-russia-collusion-hoax-it-was-a-coup-attempt-against-trump-video/
[3] https://americanlookout.com/conservative-scholar-on-the-russia-collusion-hoax-it-was-a-coup-attempt-against-trump-video/
[3] https://twitter.com/Independent/status/1121033792280571906

Top URLs in Tweet in G8:
[6] https://www.vox.com/2019/4/25/18510852/mueller-report-trump-russia-collusion-conspiracy
[2] https://www.nytimes.com/2019/04/24/us/politics/russia-2020-election-trump.html
[2] https://www.cnn.com/2019/04/23/politics/jared-kushner-russia-investigation-time
[2] https://www.politicususa.com/2019/04/23/trump-sides-with-russia-and-china-against-womens-rights-on-rape-as-a-weapon-of-war.html
[1] https://twitter.com/maggienyt/status/1120976301416943616
[1] https://www.nytimes.com/2019/04/24/us/politics/russia-2020-election-trump.html?smid=nytcore-ios-share
[1] https://www.nytimes.com/2019/04/24/us/politics/russia-2020-election-trump.html?action=click&module=Top%20Stories&pgtype=Homepage
[1] https://twitter.com/proudresister/status/1121402233248075776
[1] https://www.politicususa.com/2019/04/20/even-redacted-mueller-report-reveals-extensive-trump-russia-contacts.html
[1] http://time.com/5577927/kim-jong-un-vladimir-putin-russia/

Top URLs in Tweet in G9:
[4] http://www.msn.com/en-us/news/world/trump-baby-blimp-will-fly-again-during-presidents-visit-to-london-organizers-confirm/ar-BBWf5B0?ocid=st
[2] https://trib.al/PegnpsL
[2] https://www.zerohedge.com/news/2019-04-25/russia-taped-bill-clinton-having-phone-sex-monica-lewinsky-report
[2] http://www.cnn.com/2019/04/23/opinions/big-winner-from-trumps-iran-oil-boycott-russia-andelman/index.html
[2] https://dailycaller.com/2019/04/24/cnn-trump-wont-admit-russia-meddled-2016-he-did/
[2] https://www.foxnews.com/politics/hillary-clinton-trump-russia-plot-impeachment
[2] https://amp.cnn.com/cnn/2017/04/13/politics/trump-russia-british-intelligence/index.html#click=https://t.co/vEHGOcOFwS
[1] https://trib.al/bIbTq9E
[1] https://www.cnn.com/2019/04/23/politics/jared-kushner-russia-investigation-time/index.html?utm_medium=social&utm_source=fbCNN&utm_content=2019-04-23T23:24:07
[1] https://trib.al/i5FaWqP

Top URLs in Tweet in G10:
[8] http://time.com/5577927/kim-jong-un-vladimir-putin-russia/?xid=time_socialflow_twitter&utm_campaign=time&utm_source=twitter.com&utm_medium=socialflowtw
[3] http://www.washingtonpost.com/politics/we-will-be-in-moscow-the-story-of-trumps-30-year-quest-to-expand-his-brand-to-russia/2018/11/29/91f9f100-f3f4-11e8-aeea-b85fd44449f5_story.html?tid=ss_tw&utm_term=.c9ab3ffcbe91
[2] https://jacobinmag.com/2019/04/military-budget-trump-space-force-nuclear-weapons-russia/
[1] https://nbcnews.trib.al/GgYLj4P
[1] https://nbcnews.trib.al/eaeik6A
[1] https://nbcnews.trib.al/rO1eWd9
[1] https://nbcnews.trib.al/AD2DXba
[1] https://www.nbcnews.com/politics/white-house/trump-goes-war-power-over-congress-n998241?cid=public-rss_20190425
[1] https://www.theatlantic.com/ideas/archive/2019/04/trump-refuses-defend-country/587887/
[1] https://nbcnews.trib.al/CquhbF5

Top Domains
Top Domains in Tweet in Entire Graph:
[267] twitter.com
[202] foxnews.com
[161] thinkprogress.org
[156] nytimes.com
[130] dailycaller.com
[103] cnn.com
[90] usatoday.com
[64] vox.com
[64] thegatewaypundit.com
[54] co.uk

Top Domains in Tweet in G1:
[7] twitter.com
[2] nbcnews.com
[1] jacobinmag.com
[1] huffpost.com
[1] usatoday.com
[1] npr.org
[1] getpocket.com
[1] thinkprogress.org
[1] nytimes.com

Top Domains in Tweet in G2:
[42] foxnews.com
[40] twitter.com
[22] nytimes.com
[12] nbcnews.com
[12] dailycaller.com
[10] washingtonpost.com
[8] cnn.com
[6] thegatewaypundit.com
[6] theguardian.com
[6] youtube.com

Top Domains in Tweet in G3:
[67] usatoday.com
[19] nytimes.com
[10] twitter.com
[2] thinkprogress.org
[1] actionnetwork.org
[1] nbcnews.com
[1] thehill.com
[1] nymag.com
[1] nationalmemo.com
[1] jacobinmag.com

Top Domains in Tweet in G4:
[16] twitter.com
[6] nbcnews.com
[4] nytimes.com
[3] go.com
[2] usatoday.com
[2] msnbc.com
[2] motherjones.com
[2] thinkprogress.org
[1] cjr.org
[1] reuters.com

Top Domains in Tweet in G5:
[136] foxnews.com
[85] twitter.com
[37] nytimes.com
[28] vox.com
[24] co.uk
[23] cnn.com
[16] reuters.com
[12] jacobinmag.com
[11] com.br
[11] nbcnews.com

Top Domains in Tweet in G6:
[7] twitter.com
[1] cnbc.com
[1] bloomberg.com
[1] vanityfair.com
[1] theguardian.com
[1] blogspot.com
[1] thegatewaypundit.com

Top Domains in Tweet in G7:
[113] dailycaller.com
[42] thegatewaypundit.com
[24] thefederalist.com
[7] twitter.com
[5] foxnews.com
[5] cnn.com
[5] theguardian.com
[3] americanlookout.com
[3] freebeacon.com
[1] amgreatness.com

Top Domains in Tweet in G8:
[6] vox.com
[4] nytimes.com
[3] politicususa.com
[2] twitter.com
[2] cnn.com
[1] time.com

Top Domains in Tweet in G9:
[7] cnn.com
[5] trib.al
[4] msn.com
[2] zerohedge.com
[2] nytimes.com
[2] dailycaller.com
[2] twitter.com
[2] go.com
[2] foxnews.com
[1] rawstory.com

Top Domains in Tweet in G10:
[8] time.com
[5] trib.al
[3] washingtonpost.com
[2] nbcnews.com
[2] jacobinmag.com
[1] theatlantic.com
[1] rawstory.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[144] trump
[135] russia
[116] muellerreport
[66] teampatriot
[52] maga
[49] thursdaymorning
[41] derangeddonald
[41] foxnews
[36] putinkimsummit
[36] impeachdonaldtrump



Top Hashtags in Tweet in G1:
[6] derangeddonald
[4] trumpisanationalsecuritythreat
[4] crookeddonald
[2] trumprussia
[2] muellerreport
[2] assange
[2] farage
[1] theresistance

Top Hashtags in Tweet in G2:
[28] russia
[25] impeachdonaldtrump
[24] maga
[22] muellerreport
[21] trump
[15] derangeddonald
[14] fakerage
[14] wedontbelieveyou
[12] impeachbarr
[12] subpoenamueller

Top Hashtags in Tweet in G3:
[12] trump
[12] russian
[5] muellerreport
[2] newsflash
[1] trumpcrimefamily
[1] thursdaymorning
[1] ukrainians
[1] nra
[1] virginia
[1] themathissimple

Top Hashtags in Tweet in G4:
[6] birthtourism
[5] russia
[5] trump
[3] 11msnbc
[3] 11thhour
[3] redflag
[1] teampatriot
[1] saudiarabia

Top Hashtags in Tweet in G5:
[30] trump
[30] foxnews
[26] russia
[9] putin
[8] derangeddonald
[8] muellerreport
[6] maga
[5] smartnews
[4] treason
[4] thursdaythoughts

Top Hashtags in Tweet in G6:
[7] russia
[6] dnc
[6] china
[6] eu
[4] trump
[3] joe2020
[2] maga
[2] derangeddonald
[2] trumpderangementsyndrome
[2] hillaryclinton

Top Hashtags in Tweet in G7:
[5] spygate
[4] aag
[3] clapper
[3] brennan
[2] jamesclapper
[2] maga
[2] collusion
[2] russians
[2] trump
[1] jamescomey

Top Hashtags in Tweet in G8:
[1] impeachtrumpnow
[1] impeachtrump

Top Hashtags in Tweet in G9:
[2] skyviews
[2] surveillance
[2] novatek
[2] resist
[2] uniteblue
[2] 2020election
[1] keepingthemhonest
[1] muellerreport
[1] biden2020
[1] impeachtrump

Top Hashtags in Tweet in G10:
[2] investigate
[2] impeach
[1] trumpcrimesyndicate

Top Words
Top Words in Tweet in Entire Graph:
[23236] Words in Sentiment List#1: Positive
[32718] Words in Sentiment List#2: Negative
[76] Words in Sentiment List#3: Angry/Violent
[404232] Non-categorized Words
[460186] Total Words
[14960] trump
[12397] russia
[6033] s
[5439] donald
[3636] colluded

Top Words in Tweet in G1:
[2896] trump
[2879] russia
[2854] s
[2819] funder
[2813] colluded
[2813] criminal
[2812] cheater
[2812] pathological
[2812] liar
[2812] traitor

Top Words in Tweet in G2:
[1963] russia
[1759] trump
[939] realdonaldtrump
[624] collusion
[551] obama
[438] clinton
[406] crime
[405] lie
[403] dnc
[396] tomfitton

Top Words in Tweet in G3:
[1674] trump
[1489] russia
[1326] donald
[1134] markwarner
[1129] democracy
[1127] campaign
[1125] help
[1123] now
[1108] going
[1087] attacked

Top Words in Tweet in G4:
[1079] trump
[1019] russia
[869] s
[776] kendilaniannbc
[755] security
[753] u
[750] national
[748] team
[748] exploited
[746] intelligence

Top Words in Tweet in G5:
[525] trump
[399] russia
[151] hillary
[143] russian
[134] clinton
[127] push
[124] dems
[109] warns
[108] s
[108] impeachment

Top Words in Tweet in G6:
[566] trump
[453] repmaxinewaters
[422] w
[421] crimes
[418] work
[416] russians
[416] unpatriotic
[415] received
[415] criticism
[415] b

Top Words in Tweet in G7:
[427] trump
[176] second
[176] chuckrossdc
[176] claims
[175] georgian
[175] businessman
[175] texted
[175] michael
[175] cohen
[175] salacious

Top Words in Tweet in G8:
[431] president
[425] protect
[412] dereliction
[412] duty
[412] historical
[412] scale
[412] willfully
[412] decided
[412] country
[411] stengel

Top Words in Tweet in G9:
[266] trump
[224] msnbc
[215] president
[208] russia
[196] nothing
[194] having
[193] impeached
[192] analysis
[192] critics
[192] abusing

Top Words in Tweet in G10:
[494] president
[471] critics
[471] abusing
[471] authority
[471] badly
[471] impeached
[471] actions
[471] having
[470] analysis
[466] nbcnews

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5419] donald,trump
[3591] colluded,russia
[3531] traitor,colluded
[3528] pathological,liar
[3525] s,cheater
[3525] cheater,pathological
[3525] liar,traitor
[3523] trump,bad
[3522] bad,person
[3522] person,s

Top Word Pairs in Tweet in G1:
[2812] s,cheater
[2812] cheater,pathological
[2812] pathological,liar
[2812] liar,traitor
[2812] traitor,colluded
[2812] colluded,russia
[2811] donald,trump
[2810] russia,criminal
[2810] criminal,made
[2809] trump,bad

Top Word Pairs in Tweet in G2:
[567] trump,russia
[524] russia,collusion
[387] lie,trump
[386] tom,fitton
[386] fitton,dnc
[386] dnc,clinton
[386] clinton,obama
[386] obama,concocted
[386] concocted,knowing
[386] knowing,lie

Top Word Pairs in Tweet in G3:
[1326] donald,trump
[1119] trump,campaign
[1087] russia,attacked
[1083] attacked,democracy
[1083] welcomed,help
[1082] democracy,donald
[1082] campaign,welcomed
[1082] help,question
[1082] question,now
[1082] now,going

Top Word Pairs in Tweet in G4:
[752] u,s
[748] national,security
[744] trump,team
[743] exploited,russia
[742] intelligence,experts
[742] experts,trump
[742] team,exploited
[742] russia,way
[742] way,harmed
[742] harmed,u

Top Word Pairs in Tweet in G5:
[122] hillary,clinton
[102] clinton,warns
[101] warns,dems
[101] dems,impeachment
[101] impeachment,push
[101] push,'target
[100] 'target,russian
[100] russian,plot'
[53] trump,russia
[50] mueller,report

Top Word Pairs in Tweet in G6:
[416] crimes,work
[415] received,criticism
[415] criticism,b
[415] b,c
[415] c,repubs
[415] repubs,supporting
[415] supporting,trump
[415] trump,crimes
[415] work,w
[415] w,russians

Top Word Pairs in Tweet in G7:
[175] georgian,businessman
[175] businessman,texted
[175] texted,michael
[175] michael,cohen
[175] cohen,salacious
[175] salacious,trump
[175] trump,tape
[175] tape,claims
[175] claims,heard
[175] heard,rumor

Top Word Pairs in Tweet in G8:
[412] dereliction,duty
[412] duty,historical
[412] historical,scale
[412] scale,president
[412] president,willfully
[412] willfully,decided
[412] decided,protect
[412] protect,country
[411] stengel,dereliction
[411] country,fr

Top Word Pairs in Tweet in G9:
[192] analysis,critics
[192] critics,president
[192] president,abusing
[192] abusing,authority
[192] authority,badly
[192] badly,impeached
[192] impeached,actions
[192] actions,having
[191] having,nothing
[190] msnbc,analysis

Top Word Pairs in Tweet in G10:
[471] critics,president
[471] president,abusing
[471] abusing,authority
[471] authority,badly
[471] badly,impeached
[471] impeached,actions
[471] actions,having
[470] analysis,critics
[457] nbcnews,analysis
[457] having,nothi

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@but_muh_russia
@jim_jordan
@gopchairwoman
@gop
@repmattgaetz
@repmarkmeadows
@markwarner
@natashabertrand
@repmaxinewaters

Top Replied-To in G1:
@funder
@realdonaldtrump
@libsinamerica
@revrosemary
@gop
@jamessm34838413
@essenviews
@conservativesil
@gopchairwoman
@richlonggolf2

Top Replied-To in G2:
@realdonaldtrump
@jim_jordan
@gopchairwoman
@gop
@repmarkmeadows
@repswalwell
@hillaryclinton
@gopoversight
@edkrassen
@washingtonpost

Top Replied-To in G3:
@markwarner
@asharangappa_
@radiofreetom
@maxboot
@jesselehrich
@amore20188
@mimirocah1
@melissaamour72
@repmattgaetz
@toomutschjets

Top Replied-To in G4:
@kendilaniannbc
@lispower1
@shaneharris
@repmarkmeadows
@ericgeller
@jolevine23
@laurawalkerkc
@congressfreeus

Top Replied-To in G6:
@repmaxinewaters
@joebiden
@msliberal2u
@natesilver538
@realth12
@watspn1013
@cindipargressiv
@cortessteve
@itspossibly
@billbrowder

Top Replied-To in G7:
@dbongino
@vdhanson
@bucs06
@maryhic84119281
@crusaydah
@barmore27
@marklevinshow
@dtat720
@yasharspeaks
@jbru4

Top Replied-To in G8:
@johnpavlovitz
@andie910
@whitfordbradley
@warrenrowley
@ronaldklain

Top Replied-To in G9:
@cnn
@msnbc
@teapainusa
@jaketapper
@xijingping
@jackposobiec
@mitchellreports
@robreiner
@psychdr100
@markwarner

Top Replied-To in G10:
@nbcnews
@chrisvanzetta
@senmikelee
@natashabertrand
@futureashes
@fedupperson78
@buffy788
@time

Top Mentioned
Top Mentioned in Entire Graph:
@funder
@markwarner
@kendilaniannbc
@realdonaldtrump
@stengel
@nbcnews
@repmaxinewaters
@tomfitton
@guyverhofstadt
@juliettekayyem

Top Mentioned in G1:
@funder
@libsinamerica
@michaelart123
@realdonaldtrump
@feddiup
@essenviews
@nytimes
@markwarner
@maddow
@theeliasrework

Top Mentioned in G2:
@realdonaldtrump
@tomfitton
@rednationrising
@c_3c_3
@hillaryclinton
@nytimes
@patriotdb
@polishprincessh
@foxnews
@jim_jordan

Top Mentioned in G3:
@markwarner
@funder
@usatoday
@radiofreetom
@thedemcoalition
@dickdurbin
@sethabramson
@senduckworth
@kendilaniannbc
@senblumenthal

Top Mentioned in G4:
@kendilaniannbc
@markwarner
@funder
@selectedwisdom
@11thhour
@coton_luver
@michikokakutani
@markfollman
@stengel
@texastribabby

Top Mentioned in G5:
@itsthymenow
@ichiro_tanimoto
@robertmbrooks4
@willdani61
@ricocolon1
@unitedintreble
@moreyasmith1
@sufizaman2000

Top Mentioned in G6:
@repmaxinewaters
@joebiden
@funder
@realdonaldtrump
@watspn1013
@markwarner
@barackobama
@alliedprogress
@petebuttigieg
@gonow1040

Top Mentioned in G7:
@chuckrossdc
@marklevinshow
@dbongino
@fdrlst
@gatewaypundit
@bucksexton
@kevin_shipp
@realdonaldtrump
@tomfitton
@goatafloat1

Top Mentioned in G8:
@stengel
@markwarner
@kendilaniannbc
@funder
@rmasher2
@timobrien
@tomsteyer
@nbcnews
@repmaxinewaters
@demfromct

Top Mentioned in G9:
@msnbc
@teapainusa
@cnn
@funder
@markwarner
@jaketapper
@stengel
@robreiner
@jfnyc1
@realdonaldtrump

Top Mentioned in G10:
@nbcnews
@funder
@markwarner
@kendilaniannbc
@stengel
@msnbc
@time
@repmaxinewaters
@davidcorndc
@88seattle61

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@_mrdavidjones
@nvpeople
@the_news_diva
@pairsonnalitesu
@phildecarolis
@pairsonnalitesa
@myalliesnews
@jornalfloripa
@jim_peoples_

Top Tweeters in G1:
@plantflowes
@bethsinniresist
@noholidayforgop
@pinchandscrimp
@rosenthalellery
@gift2usa
@greeneyedlilo
@dawnarickelz
@chuckw12
@marcvegan

Top Tweeters in G2:
@commonpatriot
@israelnewslinks
@beverly21811568
@guardian
@mrmurder37
@drofdem
@quicksilver2723
@carminezozzora
@texasdenny
@foxnews

Top Tweeters in G3:
@missb62
@cagney1991
@solutioneer72
@foggybottomgal
@debilu2
@rachel_mcrea
@mog7546
@only4rm
@fieryreddragon
@sheiladecker19

Top Tweeters in G4:
@fwdcrocblu
@teetweetshere
@castonchris
@mildredmud
@coton_luver
@hesiod2k11
@570karen
@kevinrns
@ericgeller
@cabird6

Top Tweeters in G5:
@the_news_diva
@pairsonnalitesu
@pairsonnalitesa
@myalliesnews
@jornalfloripa
@jondknight
@globalissuesweb
@politicalhedge
@latikia
@therussophile

Top Tweeters in G6:
@cherokeenative3
@irritatedwoman
@betzmyboyblue11
@visitkarte
@sevenbowie
@comfortablysmug
@d_roneal
@intellwatch
@gma
@jeanabella

Top Tweeters in G7:
@jim_peoples_
@jjauthor
@joefreedomlove
@schwingcat
@fl85
@nutjob
@jammiewf
@ahtlam
@amerpride777
@gulfdogs

Top Tweeters in G8:
@gottalaff
@trump_enemy
@sherrikuczeryk
@oufenix
@drpatfarrell
@antipandemonium
@mms5048
@tatzanx
@caroljdavy
@barbie892

Top Tweeters in G9:
@onahunttoday
@britonanddane
@dailymirror
@thesun
@telegraph
@skynews
@lemondefr
@bbcworld
@lbastura
@lynncatwalters

Top Tweeters in G10:
@joleonbusby
@sueleugers
@bmangh
@girlzinger
@anoldlefty
@time
@snwann
@drlindashelton
@lbpyyz
@lasamurai27


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