Trump Biden, Twitter, 9/26/2019 8:56:57 PM, 211118
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Trump Biden_2019-09-26_10-47-02.xlsx
Trump Biden_2019-09-26_10-47-02.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
September 26, 2019
Short Description:
Trump Biden via NodeXL http://bit.ly/2n5VF3p
@charliekirk11
@realdonaldtrump
@potus
@tribelaw
@tedlieu
@thebradfordfile
@danpfeiffer
@surabees
@elistokols
@realpius_a_has

Top hashtags:
#whistleblowercomplaint
#ukraine
#trump
#biden
#theukraineaffair

Description:
Description
The graph represents a network of 16,603 Twitter users whose recent tweets contained "Trump Biden", 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 19:00 UTC.

The tweets in the network were tweeted over the 51-minute period from Thursday, 26 September 2019 at 16:55 UTC to Thursday, 26 September 2019 at 17:46 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 : 16603
Unique Edges : 23845
Edges With Duplicates : 1349
Total Edges : 25194
Self-Loops : 1536
Reciprocated Vertex Pair Ratio : 0.0019909972299169
Reciprocated Edge Ratio : 0.00397408207343413
Connected Components : 1099
Single-Vertex Connected Components : 562
Maximum Vertices in a Connected Component : 14420
Maximum Edges in a Connected Component : 22970
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.854381
Graph Density : 8.3985443113329E-05
Modularity : 0.770979
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[87] https://www.opensecrets.org/search?order=desc&page=5&q=donald+trump++&sort=D&type=donors
[87] https://twitter.com/realDonaldTrump/status/1176922746976178178
[68] https://thehill.com/policy/international/463208-ukrainian-prosecutor-tied-to-trump-scandal-says-hunter-biden-did-not
[57] https://www.foxnews.com/opinion/tucker-carlson-ukraine-democrats-trump-impeachment-joe-biden
[53] https://nytv.to/pkQx
[50] https://time.com/5686822/trump-biden-ukraine-call-favor/?utm_campaign=socialflow&utm_medium=social&xid=time_socialflow_facebook&utm_source=facebook
[41] https://trib.al/04C0sqh
[32] https://www.youtube.com/watch?v=qF_mFb8YwHg&feature=youtu.be

[30] https://time.com/5686822/trump-biden-ukraine-call-favor/?utm_source=facebook&utm_campaign=socialflow&xid=time_socialflow_facebook&utm_medium=social
[29] https://www.washingtonpost.com/opinions/2019/09/24/democrats-investigation-might-do-more-hurt-biden-than-trump/

Top URLs in Tweet in G1:
[7] https://www.bizpacreview.com/2019/09/23/rino-report-romney-ignores-biden-scandal-lashes-out-at-trump-on-ukraine-828877
[2] https://www.foxnews.com/opinion/tucker-carlson-ukraine-democrats-trump-impeachment-joe-biden
[2] https://www.dailywire.com/news/media-report-trumps-ukraine-call-preconditioned-on-discussing-hunter-biden-forced-to-issue-correction/
[1] https://www.davidharrisjr.com/steven/trump-did-not-bring-up-biden-investigation-zelensky-did/
[1] https://www.nytimes.com/2019/05/01/us/politics/biden-son-ukraine.html
[1] https://townhall.com/tipsheet/katiepavlich/2019/09/25/breaking-here-is-the-phone-transcript-between-trump-and-ukraine-n2553621

Top URLs in Tweet in G2:
[22] https://www.thegatewaypundit.com/2019/09/must-see-fake-news-liberal-media-slander-president-trump-again-lie-and-omit-500-words-from-transcript-to-implicate-trump-in-zelensky-call/
[7] https://www.breitbart.com/politics/2019/09/26/jesse-watters-democrats-want-impeach-trump-exposing-biden/
[7] https://www.washingtonpost.com/opinions/2019/09/24/democrats-investigation-might-do-more-hurt-biden-than-trump/
[6] https://breaking911.com/doj-clears-president-trump-of-violating-campaign-finance-law-in-ukraine-biden-call/
[6] https://dailycaller.com/2019/09/26/biden-ukraine-ad-trump/
[4] https://www.thegatewaypundit.com/2019/09/boom-president-trump-surges-ahead-of-slimy-joe-biden-by-4-points-in-latest-poll-47-43/
[4] https://www.foxnews.com/politics/ukraine-president-backs-trump-says-no-pressure-on-biden-probe
[3] https://www.c-span.org/video/?c4818165/joe-biden-confesses-bribery&fbclid=IwAR2oEAOLF-RphCNGBT9OZAYDbuUrXQx9fRgZeWdZ8UlIFS3VZpO03WKlx2E
[3] https://www.thegatewaypundit.com/2019/09/theyre-all-connected-the-biden-clan-john-kerry-and-jim-comeys-spies-in-the-trump-white-house/
[3] https://www.foxnews.com/opinion/tucker-carlson-ukraine-democrats-trump-impeachment-joe-biden

Top URLs in Tweet in G3:
[22] 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
[6] https://bigleaguepolitics.com/hmm-former-mitt-romney-adviser-sits-on-board-of-ukrainian-gas-company-that-employed-hunter-biden/
[3] https://www.washingtonpost.com/opinions/2019/09/24/democrats-investigation-might-do-more-hurt-biden-than-trump/
[3] https://www.theepochtimes.com/transcript-of-trump-zelensky-call-shows-no-pressure-in-request-to-probe-biden_3094816.html
[3] https://truepundit.com/biden-campaign-in-chaos-after-justice-department-admits-we-may-have-to-investigate-biden/
[3] https://thehill.com/policy/international/463208-ukrainian-prosecutor-tied-to-trump-scandal-says-hunter-biden-did-not
[3] https://thehill.com/policy/international/463208-ukrainian-prosecutor-tied-to-trump-scandal-says-hunter-biden-did-not?fbclid=IwAR1dCxwUnCkxK0Kao4ObCwK__TnOTq32wMPBXxc32U2ebfbzWhwkoaFgRL4&fbclid=IwAR1XjkbfTi3YiPkoLVGlZ89vnp4GiMEPaYE6G0S98eXXWFDBbfWqfdw3AtQ
[2] https://www.proceso.com.mx/601049/acta-del-soplon-que-denuncio-a-trump-por-caso-biden-fortalece-argumento-de-juicio-politico
[2] https://www.whitehouse.gov/briefings-statements/remarks-vice-president-pence-president-duda-poland-joint-press-conference-warsaw-poland/?utm_source=twitter
[2] https://www.foxnews.com/politics/fox-news-poll-biden-holds-commanding-lead-for-democratic-nomination

Top URLs in Tweet in G4:
[4] https://www.rawstory.com/2019/09/fox-news-reported-biden-leading-trump-by-10-points-in-poll-the-same-day-of-the-ukraine-call/
[3] https://www.washingtonpost.com/opinions/2019/09/24/democrats-investigation-might-do-more-hurt-biden-than-trump/
[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://www.axios.com/zelensky-ukraine-trump-phone-call-biden-case-907c2ff6-5017-454c-a671-85077fc4025a.html?utm_source=twitter&utm_medium=twsocialshare&utm_campaign=organic
[3] https://www.foxnews.com/opinion/tucker-carlson-ukraine-democrats-trump-impeachment-joe-biden
[2] https://www.dailykos.com/stories/2019/9/25/1887930/-Ukrainian-officials-Trump-made-it-clear-that-he-wouldn-t-even-call-if-Biden-wasn-t-the-topic
[2] https://www.clickondetroit.com/news/rough-transcript-released-trump-prodded-ukraine-leader-on-biden-claims?__vfz=medium%3Dsharebar
[1] https://twitter.com/thehill/status/1177257803855138816
[1] https://twitter.com/kylegriffin1/status/1176660233499959296
[1] https://twitter.com/maggieNYT/status/1176859739763945479

Top URLs in Tweet in G5:
[4] https://www.washingtonpost.com/national-security/transcript-of-trumps-call-with-ukrainian-president-shows-him-offering-us-assistance-for-biden-investigation/2019/09/25/16aa36ca-df0f-11e9-8dc8-498eabc129a0_story.html
[1] https://www.justsecurity.org/66271/timeline-trump-giuliani-bidens-and-ukrainegate/
[1] http://nymag.com/intelligencer/2019/09/ukraine-scandal-trump-phone-call-giuiliani-pence-barr-mulvaney-impeachment.html
[1] https://www.rawstory.com/2019/09/trump-started-pumping-zelensky-for-biden-dirt-within-hours-of-ukraine-presidents-election/
[1] https://www.usatoday.com/story/news/politics/2019/09/26/whistleblower-trump-used-power-office-get-ukraine-smear-biden/3772915002/
[1] https://www.nbcnews.com/politics/donald-trump/hunter-biden-did-not-violate-anything-former-ukrainian-prosecutor-says-n1059136
[1] https://www.washingtonpost.com/national-security/transcript-of-trumps-call-with-ukrainian-president-shows-him-offering-us-assistance-for-biden-investigation/2019/09/25/16aa36ca-df0f-11e9-8dc8-498eabc129a0_story.html?outputType=amp&__twitter_impression=true
[1] https://www.tampabay.com/news/nation-world/2019/09/26/acting-intelligence-boss-to-speak-about-trump-whistleblower-complaint/
[1] https://www.washingtonpost.com/opinions/2019/09/24/democrats-investigation-might-do-more-hurt-biden-than-trump/
[1] https://www.cnbc.com/video/2019/09/25/ukrainian-president-zelensky-denies-president-trump-pressured-him.html

Top URLs in Tweet in G6:
[13] https://www.washingtonpost.com/politics/2019/09/26/trumps-false-claims-about-hunter-bidens-china-dealings/
[5] https://www.motherjones.com/politics/2019/09/whistleblower-trump-ukraine-russia-mueller-biden/
[4] https://nytv.to/pkQx
[4] https://thehill.com/policy/international/463208-ukrainian-prosecutor-tied-to-trump-scandal-says-hunter-biden-did-not
[3] https://twitter.com/AaronBlake/status/1177247792739360768
[2] https://www.nytimes.com/2019/09/25/us/politics/trump-ukraine-obsession.html
[2] https://twitter.com/jennycohn1/status/1176333122507440129
[2] https://www.axios.com/zelensky-ukraine-trump-phone-call-biden-case-907c2ff6-5017-454c-a671-85077fc4025a.html
[2] https://threadreaderapp.com/thread/1176333122507440129.html
[2] http://nymag.com/intelligencer/2019/09/trump-ukraine-scandal-new-york-times-biden.html

Top URLs in Tweet in G7:
[5] https://www.washingtonpost.com/opinions/2019/09/25/trump-is-pushing-fake-scandal-once-again-dont-buy-it/
[2] https://dailycaller.com/2019/09/25/multiple-outlets-chop-up-ukraine-transcript-focusing-only-on-trumps-comment-on-biden/
[2] https://theconservativetreehouse.com/2019/09/25/its-not-about-biden-deep-state-response-to-ukraine-call-now-makes-sense-trump-questioned-crowdstrike/
[2] https://www.foxnews.com/politics/ukraine-president-backs-trump-says-no-pressure-on-biden-probe
[2] https://thehill.com/policy/international/463208-ukrainian-prosecutor-tied-to-trump-scandal-says-hunter-biden-did-not
[1] https://www.foxnews.com/politics/trump-holds-presser-amid-explosive-transcript-release-dems-impeachment-push
[1] https://www.thegatewaypundit.com/2019/09/must-see-fake-news-liberal-media-slander-president-trump-again-lie-and-omit-500-words-from-transcript-to-implicate-trump-in-zelensky-call/
[1] https://www.breitbart.com/politics/2019/09/25/donald-trump-taunts-impeachment-democrats-got-them-by-surprise-with-transcript-release/
[1] http://www.msn.com/en-us/news/politics/cracks-emerge-among-senate-republicans-over-trump-urging-ukrainian-leader-to-investigate-biden/ar-AAHPJyl?ocid=st
[1] https://www.congress.gov/treaty-document/106th-congress/16

Top URLs in Tweet in G8:
[3] https://trib.al/Jzj2af5
[1] https://twitter.com/danpfeiffer/status/1177254722266288128
[1] https://twitter.com/RudyGiuliani/status/1129761369660841984
[1] https://twitter.com/sbg1/status/1177024194393124864
[1] https://twitter.com/maggieNYT/status/1177029787006787585
[1] https://www.newsweek.com/rudy-giuliani-trump-ukraine-ambassador-1420074
[1] https://www.washingtonpost.com/opinions/2019/09/25/these-officials-better-lawyer-up/
[1] https://twitter.com/MollyJongFast/status/1177263236598644746
[1] https://www.mediaite.com/tv/pre-transcript-release-chris-christie-argued-trump-was-only-in-trouble-if-he-said-something-like-do-me-a-favor/
[1] https://twitter.com/JTHVerhovek/status/1175141600080670720

Top URLs in Tweet in G9:
[34] https://www.foxnews.com/opinion/tucker-carlson-ukraine-democrats-trump-impeachment-joe-biden
[12] https://thehill.com/policy/international/463208-ukrainian-prosecutor-tied-to-trump-scandal-says-hunter-biden-did-not
[11] https://www.dailykos.com/stories/2019/9/25/1887930/-Ukrainian-officials-Trump-made-it-clear-that-he-wouldn-t-even-call-if-Biden-wasn-t-the-topic
[8] https://www.foxnews.com/apps-products/index.html
[5] https://video.foxnews.com/v/6089483505001/
[5] https://www.axios.com/zelensky-ukraine-trump-phone-call-biden-case-907c2ff6-5017-454c-a671-85077fc4025a.html
[4] https://www.rawstory.com/2019/09/fox-news-reported-biden-leading-trump-by-10-points-in-poll-the-same-day-of-the-ukraine-call/
[4] https://www.washingtonpost.com/opinions/2019/09/24/democrats-investigation-might-do-more-hurt-biden-than-trump/
[4] https://www.washingtonpost.com/politics/2019/09/26/trumps-false-claims-about-hunter-bidens-china-dealings/
[4] https://www.youtube.com/watch?v=N1BsWtp1d6w&feature=youtu.be


Top URLs in Tweet in G10:
[16] https://dailycaller.com/2019/09/25/jesse-watters-democrats-impeach-trump-biden-corruption/
[5] https://dailycaller.com/2019/09/26/biden-ukraine-ad-trump/
[3] https://dailycaller.com/2019/09/25/trump-biden-ukraine-video/
[3] https://www.breitbart.com/politics/2019/09/26/jesse-watters-democrats-want-impeach-trump-exposing-biden/
[2] https://www.washingtonpost.com/opinions/2019/09/24/democrats-investigation-might-do-more-hurt-biden-than-trump/
[2] https://www.foxnews.com/opinion/tucker-carlson-ukraine-democrats-trump-impeachment-joe-biden
[1] https://twitter.com/MariaBartiromo/status/1176274778757509126
[1] https://www.youtube.com/watch?v=qF_mFb8YwHg&feature=youtu.be

[1] https://thenationalsentinel.com/2019/09/26/fox-news-jesse-watters-owns-juan-williams-trumps-sons-stopped-doing-international-business-after-dad-became-president-bidens-son-started-after-dad-became-vp-video/
[1] https://www.washingtonpost.com/politics/2019/09/26/trumps-false-claims-about-hunter-bidens-china-dealings/?tid=ss_tw

Top Domains
Top Domains in Tweet in Entire Graph:
[271] twitter.com
[113] foxnews.com
[104] washingtonpost.com
[87] thehill.com
[87] opensecrets.org
[85] time.com
[82] trib.al
[81] youtube.com
[75] nytv.to
[50] thegatewaypundit.com

Top Domains in Tweet in G1:
[7] bizpacreview.com
[2] foxnews.com
[2] dailywire.com
[1] davidharrisjr.com
[1] nytimes.com
[1] townhall.com

Top Domains in Tweet in G2:
[36] thegatewaypundit.com
[14] breitbart.com
[13] foxnews.com
[11] twitter.com
[8] dailycaller.com
[8] washingtonpost.com
[6] breaking911.com
[5] trib.al
[3] c-span.org
[3] youtube.com

Top Domains in Tweet in G3:
[22] shareaholic.com
[8] twitter.com
[8] foxnews.com
[8] thehill.com
[7] washingtonpost.com
[6] theepochtimes.com
[6] bigleaguepolitics.com
[3] truepundit.com
[2] thegatewaypundit.com
[2] com.mx

Top Domains in Tweet in G4:
[12] twitter.com
[6] foxnews.com
[5] washingtonpost.com
[4] rawstory.com
[3] politicususa.com
[3] axios.com
[2] thehill.com
[2] dailykos.com
[2] clickondetroit.com
[1] thegatewaypundit.com

Top Domains in Tweet in G5:
[6] washingtonpost.com
[1] justsecurity.org
[1] nymag.com
[1] rawstory.com
[1] usatoday.com
[1] nbcnews.com
[1] tampabay.com
[1] cnbc.com
[1] huffpost.com

Top Domains in Tweet in G6:
[15] washingtonpost.com
[12] twitter.com
[5] motherjones.com
[5] nytv.to
[4] thehill.com
[3] rawstory.com
[3] nymag.com
[2] go.com
[2] nytimes.com
[2] axios.com

Top Domains in Tweet in G7:
[5] washingtonpost.com
[4] foxnews.com
[3] twitter.com
[2] dailycaller.com
[2] theconservativetreehouse.com
[2] thehill.com
[1] thegatewaypundit.com
[1] breitbart.com
[1] msn.com
[1] congress.gov

Top Domains in Tweet in G8:
[6] twitter.com
[3] trib.al
[2] washingtonpost.com
[1] newsweek.com
[1] mediaite.com
[1] go.com
[1] slate.com

Top Domains in Tweet in G9:
[61] twitter.com
[55] foxnews.com
[21] thehill.com
[18] dailykos.com
[14] cnn.com
[12] youtube.com
[11] washingtonpost.com
[9] rawstory.com
[9] axios.com
[5] nytimes.com

Top Domains in Tweet in G10:
[24] dailycaller.com
[3] washingtonpost.com
[3] breitbart.com
[3] foxnews.com
[1] twitter.com
[1] youtube.com
[1] thenationalsentinel.com
[1] usatoday.com
[1] thegatewaypundit.com
[1] axios.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1256] whistleblowercomplaint
[183] ukraine
[171] trump
[132] biden
[88] theukraineaffair
[56] whistleblowerscandal
[41] crowdstrike
[40] investigation
[34] impeachment
[33] foxnews



Top Hashtags in Tweet in G1:
[2] foxnews
[1] maga
[1] biden
[1] investigation
[1] ukraine
[1] charlies
[1] walkaway

Top Hashtags in Tweet in G2:
[38] ukraine
[36] biden
[30] investigation
[18] trump
[8] bidenforprison
[6] maga
[6] pence
[5] whistleblowercomplaint
[5] resist
[5] crowdstrike

Top Hashtags in Tweet in G3:
[25] obamascandal
[22] piusarinzehas
[19] ukraine
[19] obamaandbidencorruption
[10] impeachtrump
[7] whistleblowercomplaint
[6] trump
[5] bidengate
[4] biden
[3] trumpimpeachment

Top Hashtags in Tweet in G4:
[1014] whistleblowercomplaint
[25] crowdstrike
[7] ukraine
[6] whistleblowerscandal
[6] trump
[3] foxnews
[2] whistleblowerscomplaint
[2] impeachment
[2] hypocrisy
[2] trumpimpeachment

Top Hashtags in Tweet in G5:
[39] trump
[39] ukraine
[38] whistleblowerscandal
[7] whistleblowercomplaint
[2] doj
[2] whistleblower
[2] whitehouse
[2] impeachment
[2] breaking
[1] biden

Top Hashtags in Tweet in G6:
[35] whistleblowercomplaint
[5] impeachment
[5] zelensky
[5] theukraineaffair
[5] morningjoe
[4] trump
[4] crowdstrike
[2] gop
[2] ukrainagate
[2] whistleblowerscandal

Top Hashtags in Tweet in G7:
[9] biden
[7] ukraine
[6] trump
[6] investigation
[5] breaking
[3] media
[2] impeachment
[2] foxnews
[2] zelensky
[2] whistleblower

Top Hashtags in Tweet in G8:
[4] whistleblowerscandal
[4] trump
[4] ukraine
[4] whistleblowercomplaint
[1] politicalhack
[1] istandwithjoe
[1] joe2020
[1] crowdstrike

Top Hashtags in Tweet in G9:
[23] biden
[22] trump
[18] whistleblowercomplaint
[17] ukraine
[12] foxnews
[9] whistleblower
[6] impeachtrump
[5] maga
[4] impeachdonaldtrumpnow
[3] biden2020

Top Hashtags in Tweet in G10:
[1] deepstate
[1] fakenews
[1] whistleblowercomplaint
[1] oann
[1] maga
[1] britishindependance
[1] frexit
[1] giletsjaunes
[1] deepstatecorruption
[1] fakenewsmedia

Top Words
Top Words in Tweet in Entire Graph:
[37550] Words in Sentiment List#1: Positive
[48716] Words in Sentiment List#2: Negative
[2527] Words in Sentiment List#3: Angry/Violent
[662430] Non-categorized Words
[748782] Total Words
[22193] trump
[17600] biden
[10104] s
[9367] ukraine
[6756] joe

Top Words in Tweet in G1:
[3913] trump
[3678] corruption
[3647] more
[3647] biden's
[1969] ukraine
[1887] joe
[1857] democrats
[1847] asking
[1842] look
[1832] know

Top Words in Tweet in G2:
[2151] trump
[1946] biden
[881] ukraine
[718] defending
[670] media
[558] class
[477] joe
[459] hunter
[451] s
[444] ruling

Top Words in Tweet in G3:
[2561] biden
[2198] trump
[1874] asking
[1631] questions
[1276] joe
[1147] realdonaldtrump
[1102] s
[870] hearing
[867] now
[851] against

Top Words in Tweet in G4:
[2051] issue
[2010] campaign
[1622] biden
[1594] ukraine
[1171] ukrainian
[1169] potus
[1109] support
[1046] investigate
[1042] leader
[1038] help

Top Words in Tweet in G5:
[3151] s
[1917] trump
[1291] up
[1282] vis
[1282] mitchell
[947] biden
[816] now
[732] ukraine
[710] white
[710] house

Top Words in Tweet in G6:
[1468] trump
[1024] biden
[874] s
[486] now
[453] re
[447] claims
[445] believe
[444] time
[440] wsj
[439] people

Top Words in Tweet in G7:
[1047] trump
[974] biden
[716] ukraine
[512] china
[402] joe
[379] hunter
[372] senate
[360] gas
[355] call
[347] deals

Top Words in Tweet in G8:
[916] information
[712] trump
[683] biden
[457] needed
[457] anti
[457] ball
[456] pretty
[456] vogel
[455] amazing
[455] ken

Top Words in Tweet in G9:
[612] trump
[551] biden
[217] ukraine
[139] president
[121] joe
[118] s
[65] call
[64] ukrainian
[64] hunter
[62] dems

Top Words in Tweet in G10:
[926] trump
[817] biden
[710] s
[519] joe
[487] president
[451] schiff
[361] ukraine
[277] double
[241] up
[235] dirt

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4730] biden's,corruption
[3965] joe,biden
[3228] trump,s
[2439] joe,biden's
[2435] trump,asking
[2426] ukraine,look
[2394] asking,ukraine
[2384] know,democrats
[2341] look,biden's
[2339] double,standards

Top Word Pairs in Tweet in G1:
[3644] biden's,corruption
[1838] ukraine,look
[1825] asking,ukraine
[1824] more,angry
[1823] know,democrats
[1823] trump,more
[1823] america,more
[1823] angry,trump
[1823] trump,asking
[1823] double,standards

Top Word Pairs in Tweet in G2:
[444] ruling,class
[425] hunter,biden
[399] joe,biden
[360] personal,attacks
[359] interesting,trump
[359] trump,children
[359] children,routinely
[359] routinely,attacked
[359] attacked,vicious
[359] vicious,ways

Top Word Pairs in Tweet in G3:
[1034] joe,biden
[826] nothing,wrong
[823] realdonaldtrump,s
[817] absolutely,nothing
[817] witch,hunt
[817] against,realdonaldtrump
[815] trump,absolutely
[814] wrong,instead
[814] instead,asking
[814] asking,maguire

Top Word Pairs in Tweet in G4:
[1030] investigate,biden
[1018] leader,investigate
[1004] #whistleblowercomplaint,shows
[1004] shows,potus
[1004] potus,randomly
[1004] randomly,ask
[1004] ask,ukrainian
[1004] ukrainian,leader
[1004] biden,months
[1004] months,long

Top Word Pairs in Tweet in G5:
[1514] trump,s
[710] white,house
[648] bill,barr
[644] abuse,power
[641] massive,white
[641] house,coverup
[641] coverup,trump
[641] s,abuse
[641] power,vis
[641] vis,vis

Top Word Pairs in Tweet in G6:
[548] trump,s
[432] people,stupid
[432] stupid,enough
[432] enough,believe
[432] believe,trump
[432] s,screed
[432] screed,now
[432] now,re
[432] re,biden
[432] biden,wsj

Top Word Pairs in Tweet in G7:
[371] hunter,biden
[347] ukraine,china
[346] international,oil
[346] oil,gas
[346] deals,ukraine
[338] gop,controlled
[338] controlled,senate
[338] senate,call
[338] call,hunter
[338] biden,public

Top Word Pairs in Tweet in G8:
[457] anti,biden
[455] pretty,amazing
[455] amazing,ken
[455] ken,vogel
[455] vogel,information
[455] information,needed
[455] needed,watergate
[455] watergate,style
[455] style,scoop
[455] scoop,trump

Top Word Pairs in Tweet in G9:
[96] joe,biden
[49] hunter,biden
[46] president,trump
[33] ukraine,story
[33] tucker,carlson
[32] carlson,ukraine
[32] story,shows
[32] shows,dems
[32] dems,obsessed
[32] obsessed,trump

Top Word Pairs in Tweet in G10:
[455] joe,biden
[237] president,trump
[226] up,dirt
[225] ukrainian,president
[220] trump,asked
[219] biden,ukraine
[217] asked,ukrainian
[216] investigation,biden
[216] omg,schiff
[216] schiff,claimed

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@w_terrence
@potus
@repadamschiff
@lindseygrahamsc
@trumpwarroom
@jim_jordan
@joebiden
@hillaryclinton
@fredfleitz

Top Replied-To in G1:
@charliekirk11
@mschlapp
@trumpwarroom
@biggamevanpelt
@themajorityusa
@tomselliott
@katiepavlich
@suefarbook
@dmartinwebster

Top Replied-To in G2:
@fredfleitz
@hillaryclinton
@katyturnbc
@cnn
@speakerpelosi
@realmattcouch
@jessebwatters
@msnbc
@andrewhclark
@ebongoode1138

Top Replied-To in G3:
@realdonaldtrump
@w_terrence
@lindseygrahamsc
@repswalwell
@gopchairwoman
@senthomtillis
@speakerpelosi
@seanhannity
@donaldjtrumpjr
@elienyc

Top Replied-To in G4:
@potus
@tedlieu
@arifleischer
@repelsteeltje21
@xpomedia
@katdelt
@haysjr9
@maarten_kaskens
@charliekirk11
@twittermoments

Top Replied-To in G5:
@jonathanchait
@netmeetme
@proudresister
@chrismurphyct
@tribelaw
@shaneharris
@lindseygrahamsc

Top Replied-To in G6:
@joenbc
@rudygiuliani
@hoarsewisperer
@morning_joe
@nytimes
@yang_hologram
@sethabramson
@adamparkhomenko
@walshfreedom
@zelenskyyua

Top Replied-To in G7:
@trumpwarroom
@repkinzinger
@thebradfordfile
@mittromney
@realdonaldtrump
@rudygiuliani
@senatemajldr
@joegooding
@gerilenn
@kamalaharris

Top Replied-To in G8:
@washingtonpost
@gldtaxman5
@hilithinksmart
@matthewjdowd
@tsurfer2000h1
@msnbc
@texasmacguy
@lindseygrahamsc
@andreda41805431

Top Replied-To in G10:
@dbongino
@gop
@davidaxelrod
@mitchellvii
@feelsdontmatter
@senategop
@upuouo
@thegreatfeather
@dspec_1
@chuckmarlow1

Top Mentioned
Top Mentioned in Entire Graph:
@potus
@realdonaldtrump
@wsj
@jessebwatters
@gatewaypundit
@joebiden
@speakerpelosi
@cnn
@youtube
@abc

Top Mentioned in G1:
@realdonaldtrump
@bizpacreview
@toddpiro
@charliekirk11
@curmudgeonlyopa
@katiepavlich
@nancyleegrahn
@katelhunter
@lafredawelborn
@teamtrump

Top Mentioned in G2:
@jessebwatters
@gatewaypundit
@cnn
@speakerpelosi
@realdonaldtrump
@amermilnews
@potus
@msnbc
@katyturnbc
@brikeilarcnn

Top Mentioned in G3:
@realdonaldtrump
@devinnunes
@foxnews
@potus
@adamschiff
@seanhannity
@donaldjtrumpjr
@gopchairwoman
@loudobbs
@teamtrump

Top Mentioned in G4:
@potus
@realdonaldtrump
@genflynn
@devinnunes
@jsolomonreports
@maarten_kaskens
@xpomedia
@girl2019patriot
@neillowenthal1
@local4news

Top Mentioned in G5:
@potus
@shaneharris
@wsj
@susancarver19
@nancabell

Top Mentioned in G6:
@wsj
@kenvogel
@nytimes
@potus
@rudygiuliani
@morningmika
@dnc
@zelenskyyua
@joenbc
@benjaminwittes

Top Mentioned in G7:
@mittromney
@realdonaldtrump
@thebradfordfile
@freebeacon
@alivelshi
@lindseygrahamsc
@trumpwarroom
@potus
@iammonicarae
@vaxchoiceeast

Top Mentioned in G8:
@washingtonpost
@jrubinblogger
@potus
@wsj
@hardball
@simonostrovsky
@hardballchris
@realdonaldtrump
@carolleonnig
@susan_hennessey

Top Mentioned in G10:
@gop
@dailycaller
@housegop
@senategop
@mitchellvii
@potus
@realdonaldtrump
@peggy_pswan53
@congressdotgov
@housedemocrats

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@the_news_diva
@chris_1791
@jim_peoples_
@mattmurph24
@cloudwanderer3
@kat4obama
@revolution_fr
@independent
@rjber15

Top Tweeters in G1:
@pmgeezer
@powerglobalus
@cbinflux
@harrietbaldwin
@winegirl73
@ronjellison
@pudingtane
@k1erry
@manzanaresbye
@tracyda34033517

Top Tweeters in G2:
@sharneal
@isidormeyer1
@lynn_weiser
@debrammason1
@jver1
@mkues65
@mog7546
@usalivestrong
@homerwhite
@ambinc1

Top Tweeters in G3:
@new_narrative
@mitchiepoo46
@tammywalt61
@votingred1
@sofiegeorge
@cssueta
@talibkweli
@castonchris
@dcexaminer
@foxnews

Top Tweeters in G4:
@rjber15
@poemtrees
@thereal_rebel
@inspiteoftrump
@stockguy61
@msmwatchdog2013
@jimdwrench
@tshep42
@wise_diva
@lacunalingua

Top Tweeters in G5:
@sddphoto
@marieproia
@enrico056
@oufenix
@pinchandscrimp
@dawnarickelz
@frecklesxx20
@summer7570
@rocky1542
@carolk47

Top Tweeters in G6:
@talkintou
@madanabhat
@1loriking
@carolmaewy
@threadreaderapp
@eddarrell
@trump_enemy
@sws_edu
@mapocoloco
@nhdogmom

Top Tweeters in G7:
@jjauthor
@klsouth
@zwoodbutcher
@nvehecnycrrcom1
@alicia45kag
@dianachic1
@kyleraccio
@lvnancy
@shirleyringuet5
@rockie_springer

Top Tweeters in G8:
@mharvey816
@b1e56df9ce6549f
@paulstewartii
@homegypsy
@actdontreact
@wildwillow65
@boerneaj
@lizditz
@phillygirl1441
@robinmcouch

Top Tweeters in G9:
@abosife2010
@trendolizer
@theurbannewz
@torillo59
@nutjob
@teak_kung
@jjdj1187
@augusteve2012
@thor_2000
@tammytabby

Top Tweeters in G10:
@roswellstalkfm
@shoutgracegrace
@ronthornton
@dhrxsol1234
@agueros_henry
@carolynyadayada
@upuouo
@imwatchingtoo
@dailycaller
@rettinol


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