Biden Ukraine, Twitter, 9/27/2019 5:55:54 PM, 211176
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Biden Ukraine_2019-09-27_07-50-28.xlsx
Biden Ukraine_2019-09-27_07-50-28.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
September 27, 2019
Short Description:
Biden Ukraine via NodeXL http://bit.ly/2nVvIEt
@realdonaldtrump
@michaelcoudrey
@jsolomonreports
@charliekirk11
@ingrahamangle
@joebiden
@jenniferjjacobs
@potus
@asharangappa_
@timrunshismouth

Top hashtags:
#biden
#ukraine
#hannity
#trump
#joebiden
#hunterbiden

Description:
Description
The graph represents a network of 15,540 Twitter users whose recent tweets contained "Biden 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 Friday, 27 September 2019 at 15:58 UTC.

The tweets in the network were tweeted over the 1-hour, 51-minute period from Friday, 27 September 2019 at 12:58 UTC to Friday, 27 September 2019 at 14:50 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 : 15540
Unique Edges : 23152
Edges With Duplicates : 3402
Total Edges : 26554
Self-Loops : 1755
Reciprocated Vertex Pair Ratio : 0.00243298431594039
Reciprocated Edge Ratio : 0.00485415854028518
Connected Components : 1036
Single-Vertex Connected Components : 628
Maximum Vertices in a Connected Component : 13672
Maximum Edges in a Connected Component : 24622
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.808096
Graph Density : 9.55498445684429E-05
Modularity : 0.692404
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[535] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story#.XY02ewYDEV8.twitter
[528] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story
[223] https://www.breitbart.com/politics/2019/09/26/u-s-senate-weighing-investigation-into-joe-bidens-ukraine-dealings/
[207] https://www.waynedupree.com/mitt-romney-hunter-biden-burisma/
[126] https://sharylattkisson.com/2019/09/read-ukraine-documents-about-biden-posted-by-john-solomon/
[102] https://www.davidharrisjr.com/steven/sen-ron-johnson-is-considering-opening-an-investigation-into-biden-and-ukraine/
[83] https://dailycaller.com/2019/09/26/kellyanne-conway-dont-need-ukraine-beat-joe-biden/
[80] https://www.nytimes.com/interactive/2019/09/26/us/politics/trump-ukraine-impeachment-timeline.html
[61] https://www.independent.co.uk/news/world/americas/us-politics/joe-biden-trump-ukraine-hunter-son-giuliani-whistleblower-complaint-a9121876.html
[55] https://www.foxnews.com/politics/judicial-watch-biden-ukraine-state-department-lawsuit

Top URLs in Tweet in G1:
[50] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story
[17] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story#.XY02ewYDEV8.twitter
[12] https://www.foxnews.com/media/mark-levin-joe-biden-ukraine-media
[6] https://www.usatoday.com/story/opinion/2019/09/26/donald-trump-ukraine-call-transcript-joe-biden-2016-election-column/3775071002/
[5] https://www.waynedupree.com/mitt-romney-hunter-biden-burisma/
[5] https://www.washingtonpost.com/world/europe/former-ukraine-prosecutor-says-hunter-biden-did-not-violate-anything/2019/09/26/48801f66-e068-11e9-be7f-4cc85017c36f_story.html
[4] https://trib.al/YX6wfRw
[4] https://www.cbsnews.com/news/ukraine-transcript-read-ukraine-president-phone-call-transcript-pdf-released-today-joe-biden-crowdstrike-2019-09-25/
[4] https://www.davidharrisjr.com/steven/sen-ron-johnson-is-considering-opening-an-investigation-into-biden-and-ukraine/
[4] https://truepundit.com/these-once-secret-memos-show-joe-bidens-ukraine-story-is-a-big-lie

Top URLs in Tweet in G2:
[51] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story#.XY02ewYDEV8.twitter
[44] https://www.foxnews.com/politics/judicial-watch-biden-ukraine-state-department-lawsuit
[32] https://www.waynedupree.com/mitt-romney-hunter-biden-burisma/
[27] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story
[23] https://www.scribd.com/user/259237201/JohnSolomon
[18] https://www.youtube.com/watch?v=r5A8a_NX5wo&feature=youtu.be

[14] https://www.paulcraigroberts.org/2019/09/27/sworn-statement-of-ukraine-presecutor-general-viktor-shokin-that-he-was-forced-out-of-office-by-us-vp-joe-biden/?utm_source=newsletter&utm_medium=email&utm_campaign=sworn_statement_of_ukraine_presecutor_general_viktor_shokin_that_he_was_forced_out_of_office_by_us_vp_joe_biden&utm_term=2019-09-27
[13] https://www.youtube.com/watch?v=KCF9My1vBP4&feature=youtu.be

[11] https://www.judicialwatch.org/press-releases/judicial-watch-sues-state-department-for-records-on-firing-of-biden-ukraine-prosecutor/
[11] https://www.youtube.com/watch?v=N1BsWtp1d6w&feature=youtu.be


Top URLs in Tweet in G3:
[328] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story#.XY02ewYDEV8.twitter
[66] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story
[12] https://www.waynedupree.com/mitt-romney-hunter-biden-burisma/
[12] https://www.breitbart.com/politics/2019/09/26/u-s-senate-weighing-investigation-into-joe-bidens-ukraine-dealings/
[8] https://www.jpost.com/Breaking-News/Ukraine-investigating-Burisma-but-not-when-Hunter-Biden-was-on-board-603149
[6] https://dailycaller.com/2019/09/26/kellyanne-conway-dont-need-ukraine-beat-joe-biden/
[4] https://www.scribd.com/document/427618359/Shokin-Statement
[4] https://www.davidharrisjr.com/steven/sen-ron-johnson-is-considering-opening-an-investigation-into-biden-and-ukraine/
[4] https://www.foxnews.com/politics/judicial-watch-biden-ukraine-state-department-lawsuit
[3] https://www.youtube.com/watch?v=r5A8a_NX5wo&feature=youtu.be


Top URLs in Tweet in G4:
[6] http://www.msn.com/en-us/news/politics/former-ukraine-prosecutor-says-hunter-biden-did-not-violate-anything/ar-AAHTgQp?ocid=st
[6] https://www.nytimes.com/interactive/2019/09/26/us/politics/trump-ukraine-impeachment-timeline.html
[3] https://www.rawstory.com/2019/09/what-did-mike-pence-know-what-did-mike-pence-do-john-bolton-knows-msnbcs-morning-joe/
[3] https://www.washingtonpost.com/world/europe/former-ukraine-prosecutor-says-hunter-biden-did-not-violate-anything/2019/09/26/48801f66-e068-11e9-be7f-4cc85017c36f_story.html
[3] https://www.thedailybeast.com/rudy-giuliani-and-steve-bannon-are-going-after-hunter-biden-not-just-on-ukraine-but-on-china-too
[2] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story
[2] https://www.mediaite.com/a/shpbz
[2] https://www.politico.com/amp/story/2019/09/26/michael-bennet-joe-biden-trump-ukraine-1514294
[2] https://www.independent.co.uk/news/world/americas/us-politics/joe-biden-trump-ukraine-hunter-son-giuliani-whistleblower-complaint-a9121876.html
[1] https://www.washingtonpost.com/national-security/justice-dept-rejected-investigation-of-trump-phone-call-just-weeks-after-it-began-examining-the-matter/2019/09/25/6f7977ce-dfb5-11e9-8dc8-498eabc129a0_story.html

Top URLs in Tweet in G5:
[157] https://www.breitbart.com/politics/2019/09/26/u-s-senate-weighing-investigation-into-joe-bidens-ukraine-dealings/
[28] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story#.XY4UFsJJyKA.twitter
[20] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story
[13] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story#.XY4Vkna_NEs.twitter
[13] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story#.XY02ewYDEV8.twitter
[11] https://freebeacon.com/politics/ukraine-whistleblowers-lead-attorney-donated-to-biden/
[7] https://dailycaller.com/2019/09/26/kellyanne-conway-dont-need-ukraine-beat-joe-biden/
[7] https://theintercept.com/2019/05/10/rumors-joe-biden-scandal-ukraine-absolute-nonsense-reformer-says/
[5] https://www.waynedupree.com/mitt-romney-hunter-biden-burisma/
[3] https://dailycaller.com/2019/09/26/trump-impeachment-democrats-ukraine-biden/

Top URLs in Tweet in G6:
[37] https://dailycaller.com/2019/09/26/kellyanne-conway-dont-need-ukraine-beat-joe-biden/
[28] https://dailycaller.com/2019/09/26/trump-impeachment-democrats-ukraine-biden/
[26] https://dailycaller.com/2019/09/26/giuliani-biden-trump-ukraine/
[6] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story
[5] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story#.XY02ewYDEV8.twitter
[3] https://dailycaller.com/2019/09/25/joe-biden-probe-ukraine/
[3] https://www.oann.com/reminder-to-gop-joe-biden-owns-ukraine-scandal-not-president-trump/
[3] https://www.conservativedailynews.com/2019/09/new-ad-calls-out-biden-for-white-privilege-demands-federal-investigation-into-bidens-ukraine-dealings/
[2] https://www.theepochtimes.com/newly-published-ukrainian-prosecutors-sworn-affidavit-i-was-forced-out-in-2016-because-of-joe-biden_3098683.html
[2] https://www.westernjournal.com/gop-flips-script-demands-release-bidens-ukraine-call-transcripts/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons

Top URLs in Tweet in G7:
[5] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story#.XY02ewYDEV8.twitter
[2] https://twitter.com/MichaelCoudrey/status/1177370086182551552
[2] https://dailycaller.com/2019/09/26/giuliani-biden-trump-ukraine/
[2] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story#.XY4Vkna_NEs.twitter
[1] https://www.scribd.com/user/259237201/JohnSolomon
[1] https://twitter.com/realDonaldTrump/status/1177575947358412800
[1] https://www.washingtonpost.com/world/europe/former-ukraine-prosecutor-says-hunter-biden-did-not-violate-anything/2019/09/26/48801f66-e068-11e9-be7f-4cc85017c36f_story.html
[1] https://www.thedailybeast.com/exclusive-ukraine-asked-us-for-tech-to-counter-russias-jet-killers
[1] https://thehill.com/blogs/blog-briefing-room/news/462209-george-conway-if-trump-pushed-ukraine-to-investigate-biden-he#.XYRNxqANDTg.twitter
[1] https://www.blabber.buzz/conservative-news/666043-democrat-privilege-two-months-after-hunter-biden-dishonorably-discharged-from-the-navy-for-cocaine-use-hes-put-on-board-of-largest-oil-and-gas-company-in-ukraine-special?utm_source=c-am&utm_medium=c-am-email&utm_term=c-am-Gmail

Top URLs in Tweet in G8:
[54] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story
[14] https://www.theatlantic.com/politics/archive/2019/09/giuliani-ukraine-trump-biden/598879/
[13] https://economictimes.indiatimes.com/news/international/business/trump-asked-ukraine-president-to-look-into-biden-activities/articleshow/71297813.cms?from=mdr
[10] https://www.theguardian.com/us-news/live/2019/sep/27/donald-trump-ukraine-live-news-latest-us-politics?CMP=share_btn_tw
[9] https://www.theguardian.com/us-news/live/2019/sep/27/donald-trump-ukraine-live-news-latest-us-politics
[7] https://www.nytimes.com/interactive/2019/09/26/us/politics/trump-ukraine-impeachment-timeline.html
[5] https://www.foxnews.com/politics/judicial-watch-biden-ukraine-state-department-lawsuit
[5] https://www.bbc.com/news/av/world-us-canada-49847327/biden-and-ukraine-what-we-know-about-corruption-claims
[4] https://www.theepochtimes.com/judicial-watch-sues-for-documents-on-biden-forcing-firing-of-ukraine-prosecutor_3097947.html
[4] https://www.paulcraigroberts.org/2019/09/27/sworn-statement-of-ukraine-presecutor-general-viktor-shokin-that-he-was-forced-out-of-office-by-us-vp-joe-biden/

Top URLs in Tweet in G9:
[142] https://www.waynedupree.com/mitt-romney-hunter-biden-burisma/
[24] https://www.waynedupree.com/judical-watch-targets-ukraine-biden/
[18] https://dailycaller.com/2019/09/26/kellyanne-conway-dont-need-ukraine-beat-joe-biden/
[10] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story#.XY02ewYDEV8.twitter
[5] https://www.davidharrisjr.com/rich/newly-discovered-secret-memos-debunk-joe-bidens-ukraine-story/
[5] https://truepundit.com/these-once-secret-memos-show-joe-bidens-ukraine-story-is-a-big-lie/
[4] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story?fbclid=IwAR1TM7egt_mSw2rhHfKzwzFIHJ5CijhMNnN5dOk_2wevXFmzpDMBB8fUfMM
[4] https://www.youtube.com/watch?v=LbFyLBfYCD4

[3] https://www.davidharrisjr.com/steven/sen-ron-johnson-is-considering-opening-an-investigation-into-biden-and-ukraine/
[3] https://www.nbcnews.com/video/trump-and-president-of-ukraine-say-there-was-no-pressure-to-investigate-biden-69894725895

Top URLs in Tweet in G10:
[17] https://thehill.com/opinion/campaign/463307-solomon-these-once-secret-memos-cast-doubt-on-joe-bidens-ukraine-story#.XY02ewYDEV8.twitter
[3] https://www.businessinsider.com/trump-giuliani-joe-biden-ukraine-burisma-loophole-2019-9
[2] https://www.washingtonexaminer.com/news/ukraine-likely-to-reopen-investigation-of-hunter-biden-company
[2] https://www.thegatewaypundit.com/2019/09/democrat-privilege-two-months-after-hunter-biden-dishonorably-discharged-from-the-navy-for-cocaine-use-hes-put-on-board-of-largest-oil-and-gas-company-in-ukraine/
[2] https://trendingpolitics.com/bombshell-ukrainian-prosecutor-swore-under-oath-he-was-fired-for-refusing-to-drop-biden-investigation/?utm_source=star&utm_medium=twitter
[2] https://www.waynedupree.com/judical-watch-targets-ukraine-biden/
[1] https://www.breitbart.com/politics/2019/09/26/former-mitt-romney-adviser-sits-on-burisma-board-of-directors/
[1] https://twitter.com/kerpen/status/1177590479296352258
[1] https://twitter.com/axios/status/1177548438680027137
[1] https://www.frontpagemag.com/fpm/2019/09/trump-urging-ukrainian-probe-biden-breaks-no-laws-matthew-vadum/

Top Domains
Top Domains in Tweet in Entire Graph:
[1228] thehill.com
[249] breitbart.com
[245] waynedupree.com
[223] twitter.com
[186] dailycaller.com
[168] youtube.com
[161] foxnews.com
[136] davidharrisjr.com
[126] sharylattkisson.com
[113] nytimes.com

Top Domains in Tweet in G1:
[75] thehill.com
[18] foxnews.com
[15] twitter.com
[12] usatoday.com
[8] washingtonpost.com
[8] msn.com
[6] trib.al
[6] davidharrisjr.com
[5] waynedupree.com
[5] freebeacon.com

Top Domains in Tweet in G2:
[89] thehill.com
[81] youtube.com
[56] foxnews.com
[33] waynedupree.com
[31] twitter.com
[27] scribd.com
[20] theepochtimes.com
[16] judicialwatch.org
[14] paulcraigroberts.org
[13] dailycaller.com

Top Domains in Tweet in G3:
[412] thehill.com
[19] twitter.com
[17] breitbart.com
[12] dailycaller.com
[12] waynedupree.com
[10] youtube.com
[8] foxnews.com
[8] jpost.com
[5] wsj.com
[5] thegatewaypundit.com

Top Domains in Tweet in G4:
[9] washingtonpost.com
[8] twitter.com
[6] msn.com
[6] nytimes.com
[4] thedailybeast.com
[3] wsj.com
[3] rawstory.com
[3] mediaite.com
[3] trib.al
[3] politico.com

Top Domains in Tweet in G5:
[162] breitbart.com
[79] thehill.com
[12] freebeacon.com
[12] dailycaller.com
[8] waynedupree.com
[7] twitter.com
[7] youtube.com
[7] theintercept.com
[4] billoreilly.com
[2] thefederalist.com

Top Domains in Tweet in G6:
[96] dailycaller.com
[12] thehill.com
[4] conservativedailynews.com
[4] oann.com
[2] theepochtimes.com
[2] westernjournal.com
[2] breitbart.com
[2] canadafreepress.com
[2] waynedupree.com
[1] judicialwatch.org

Top Domains in Tweet in G7:
[10] thehill.com
[5] twitter.com
[2] scribd.com
[2] dailycaller.com
[1] washingtonpost.com
[1] thedailybeast.com
[1] blabber.buzz
[1] bloomberg.com
[1] threadreaderapp.com
[1] oann.com

Top Domains in Tweet in G8:
[89] thehill.com
[50] twitter.com
[29] theguardian.com
[27] foxnews.com
[23] youtube.com
[17] theatlantic.com
[13] westernjournal.com
[13] indiatimes.com
[12] nytimes.com
[8] theepochtimes.com

Top Domains in Tweet in G9:
[167] waynedupree.com
[21] thehill.com
[20] dailycaller.com
[9] davidharrisjr.com
[7] twitter.com
[5] truepundit.com
[5] youtube.com
[3] foxnews.com
[3] nbcnews.com
[2] trib.al

Top Domains in Tweet in G10:
[17] thehill.com
[4] twitter.com
[3] thegatewaypundit.com
[3] businessinsider.com
[2] washingtonexaminer.com
[2] trendingpolitics.com
[2] waynedupree.com
[1] breitbart.com
[1] frontpagemag.com
[1] time.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[598] biden
[529] ukraine
[180] hannity
[90] trump
[88] joebiden
[79] hunterbiden
[73] foxnews
[65] creepyjoe
[59] maga
[53] whistleblowercomplaint



Top Hashtags in Tweet in G1:
[23] ukraine
[21] ahhhahh
[19] biden
[15] trumpimpeachment
[14] bidencorruption
[12] kag
[4] trump
[3] presidenttrump
[3] joebiden
[3] wakeup

Top Hashtags in Tweet in G2:
[56] ukraine
[40] transcripts
[36] foxnews
[23] biden
[18] oann
[12] joebiden
[8] hunterbiden
[7] presidenttrump
[7] burisma
[6] corruption

Top Hashtags in Tweet in G3:
[222] biden
[172] hannity
[60] ukraine
[42] whistleblowercomplaint
[9] trump2020
[7] creepyjoe
[7] joebiden
[7] kag
[6] bidenukraine
[6] hunterbiden

Top Hashtags in Tweet in G4:
[24] trump
[23] russia
[20] ukraine
[18] biden
[14] doj
[6] pence
[6] bolton
[3] mog
[2] giuliani
[1] nytimes

Top Hashtags in Tweet in G5:
[32] biden
[19] ukraine
[16] ukrainegate
[7] fakenews
[7] patriotsawakened
[7] goebbelslikepropaganda
[6] factsmatter
[5] kag
[5] crowdstrike
[4] qanon

Top Hashtags in Tweet in G6:
[4] biden
[3] ukraine
[2] joebiden
[1] theelection
[1] wakeup
[1] ripgop
[1] hunterbiden
[1] creepyjoe
[1] morganstanley
[1] ahhhahh

Top Hashtags in Tweet in G7:
[24] document
[24] dump
[11] biden
[4] ukraine
[4] ukrainegate
[3] veritas
[3] steeledossier
[3] fisagate
[3] fisa
[3] hillary

Top Hashtags in Tweet in G8:
[29] biden
[27] ukraine
[15] trump
[10] foxnews
[7] hunterbiden
[4] burisma
[4] trump2020
[4] obama
[4] whistleblower
[4] politics

Top Hashtags in Tweet in G9:
[54] ukraine
[44] joebiden
[43] hunterbiden
[43] creepyjoe
[36] rino
[23] topbuzz
[11] breaking
[9] biden
[4] quidproquo
[3] fakenews

Top Hashtags in Tweet in G10:
[4] ukraine
[2] qanon
[2] democratprivilege
[1] hunterbiden
[1] creepyjoe
[1] joebiden
[1] butnothingshappening
[1] biden
[1] teamdeza

Top Words
Top Words in Tweet in Entire Graph:
[19677] Words in Sentiment List#1: Positive
[30468] Words in Sentiment List#2: Negative
[691] Words in Sentiment List#3: Angry/Violent
[596486] Non-categorized Words
[646634] Total Words
[17940] biden
[17239] ukraine
[8676] joe
[7335] s
[7326] trump

Top Words in Tweet in G1:
[2115] ukraine
[2070] biden
[1489] president
[1121] millions
[844] t
[686] hand
[672] realdonaldtrump
[663] out
[639] joe
[636] ukrainian

Top Words in Tweet in G2:
[1808] biden
[1766] ukraine
[766] s
[725] joe
[614] prosecutor
[498] president
[338] trump
[311] biden's
[299] hunter
[286] firing

Top Words in Tweet in G3:
[2111] ukraine
[1543] biden
[1009] joe
[676] s
[598] biden's
[506] story
[504] prosecutor
[415] memos
[406] secret
[403] once

Top Words in Tweet in G4:
[1507] trump
[1332] biden
[1331] ukraine
[1170] s
[952] investigate
[722] laws
[700] dni
[544] giuliani
[522] zelensky
[433] up

Top Words in Tweet in G5:
[1750] biden
[1261] ukraine
[872] joe
[871] s
[595] corruption
[541] hunter
[535] burisma
[522] out
[494] board
[485] gas

Top Words in Tweet in G6:
[1362] trump
[1168] biden's
[1156] corruption
[1149] ukraine
[1126] more
[808] joe
[648] double
[640] democrats
[619] biden
[600] itself

Top Words in Tweet in G7:
[1288] biden
[1087] ukraine
[988] joe
[737] criminal
[726] activity
[726] breaking
[722] hillary
[720] soros
[719] implicating
[719] clinton

Top Words in Tweet in G8:
[584] ukraine
[546] biden
[280] joe
[243] trump
[153] s
[122] biden's
[115] president
[110] story
[93] memos
[87] solomon

Top Words in Tweet in G9:
[709] ukraine
[683] biden
[628] s
[299] hunter
[282] trump
[253] call
[234] joe
[234] mitt
[228] company
[198] new

Top Words in Tweet in G10:
[598] biden
[584] ukraine
[504] joe
[347] going
[345] see
[339] fired
[338] prosecutor
[325] top
[322] everyone
[321] whistleblower

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5987] joe,biden
[2722] hunter,biden
[2049] joe,biden's
[1927] biden,s
[1266] biden,ukraine
[1254] biden's,corruption
[1155] trump,s
[1134] ukraine,story
[1096] hillary,clinton
[1090] natural,gas

Top Word Pairs in Tweet in G1:
[579] president,ukraine
[570] ukrainian,president
[569] v,p
[569] p,biden
[561] millions,dollars
[560] biden,hand
[556] ukraine,pressured
[556] take,out
[556] out,millions
[555] pressured,anything

Top Word Pairs in Tweet in G2:
[571] joe,biden
[226] hunter,biden
[167] biden,s
[151] vice,president
[150] ukraine,s
[141] u,s
[127] top,prosecutor
[127] president,joe
[125] state,department
[125] ukraine,call

Top Word Pairs in Tweet in G3:
[496] joe,biden's
[410] ukraine,story
[409] joe,biden
[402] secret,memos
[401] memos,cast
[401] cast,doubt
[400] doubt,joe
[399] once,secret
[399] biden's,ukraine
[349] biden,s

Top Word Pairs in Tweet in G4:
[526] ukraine,investigate
[496] trump,s
[374] investigate,biden
[363] trump,wanted
[359] hold,up
[359] up,basis
[359] basis,ukraine
[359] investigate,trump
[359] trump,violating
[359] violating,laws

Top Word Pairs in Tweet in G5:
[773] joe,biden
[550] biden,s
[508] hunter,biden
[470] leading,wide
[470] wide,ranging
[470] ranging,corruption
[470] corruption,probe
[470] probe,burisma
[469] gas,firm
[468] burisma,holdings

Top Word Pairs in Tweet in G6:
[1124] biden's,corruption
[575] asking,ukraine
[571] ukraine,look
[570] joe,biden's
[563] trump,asking
[562] know,democrats
[562] democrats,hate
[562] hate,trump
[562] trump,more
[562] more,love

Top Word Pairs in Tweet in G7:
[956] joe,biden
[726] criminal,activity
[726] activity,ukraine
[719] possible,criminal
[718] soros,hillary
[718] hillary,clinton
[718] clinton,joseph
[696] george,soros
[695] large,cache
[695] cache,confidential

Top Word Pairs in Tweet in G8:
[164] joe,biden
[96] joe,biden's
[91] ukraine,story
[88] biden's,ukraine
[83] once,secret
[83] secret,memos
[82] memos,cast
[82] cast,doubt
[82] doubt,joe
[79] solomon,once

Top Word Pairs in Tweet in G9:
[188] ukraine,call
[182] call,new
[182] new,report
[182] report,exposes
[177] joe,biden
[153] s,ukraine
[148] trump,s
[143] mitt,s
[142] condemning,trump
[142] exposes,mitt

Top Word Pairs in Tweet in G10:
[480] joe,biden
[324] top,prosecutor
[322] prosecutor,fired
[319] sooo,network
[319] network,fox
[319] fox,news
[319] news,going
[319] going,pretend
[319] pretend,joe
[319] biden,didnt

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@potus
@repadamschiff
@brikeilarcnn
@reprutherfordfl
@joncoopertweets
@adamschiff
@jsolomonreports
@speakerpelosi
@almostjingo

Top Replied-To in G1:
@realdonaldtrump
@adamschiff
@therightmelissa
@americanewsroom
@nytimes
@speakerpelosi
@chrisjzullo
@steve_beno3210
@liz_wheeler
@tokyogreen

Top Replied-To in G2:
@realdonaldtrump
@almostjingo
@joebiden
@speakerpelosi
@geraldorivera
@kylegriffin1
@aoc
@msnbc
@brianstelter
@tomfitton

Top Replied-To in G3:
@potus
@reprutherfordfl
@jsolomonreports
@saracarterdc
@brikeilarcnn
@realdonaldtrump
@arifleischer
@jamierodr14
@traderjohnt1
@tedlieu

Top Replied-To in G4:
@jdryan5000
@catz16f
@traciemac_bmore
@realdonaldtrump
@mediaite
@rodneyryan02
@jdawsey1
@jessecharleslee
@asharangappa_
@alison8675309

Top Replied-To in G5:
@rudygiuliani
@ingrahamangle
@marcorubio
@realdonaldtrump
@castterry
@mitchellvii
@kamalaharris
@atensnut
@mariabartiromo
@drcmatthews

Top Replied-To in G6:
@charliekirk11
@catturd2
@jackposobiec
@made__usa
@tsievens
@rosedixontx
@deplorable_mark
@evesblue19
@bazthefitz
@diamondandsilk

Top Replied-To in G7:
@realdonaldtrump
@michaelcoudrey
@actual_chaos
@sh_irredeemable
@wkyc
@serienya
@kinseymax
@rhansens
@billkristol
@cavebear561

Top Replied-To in G8:
@charleslnunes1

Top Replied-To in G9:
@brikeilarcnn
@thehill
@cnn
@newday
@fredfleitz
@realdonaldtrump
@trueeyethespy
@kendilaniannbc
@littledeekay
@fromperdink1

Top Replied-To in G10:
@bennyjohnson
@yashar
@plain_girly
@rondamc123
@realdonaldtrump
@daleman33
@dawsonsfield
@dapplegrey07
@msnbc
@lisabluradio

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@joebiden
@jsolomonreports
@potus
@waynedupreeshow
@breitbartnews
@pavloklimkin
@speakerpelosi
@genflynn
@cnn

Top Mentioned in G1:
@realdonaldtrump
@mittromney
@nytimes
@loudobbs
@cnn
@freebeacon
@speakerpelosi
@chuckschumer
@potus
@joebiden

Top Mentioned in G2:
@joebiden
@realdonaldtrump
@speakerpelosi
@judicialwatch
@youtube
@gop
@jsolomonreports
@jim_jordan

Top Mentioned in G3:
@jsolomonreports
@potus
@realdonaldtrump
@genflynn
@devinnunes
@saracarterdc
@arifleischer
@joebiden
@seanhannity
@red_red_rita

Top Mentioned in G4:
@chrisjansing
@jenniferjjacobs
@tomjchicago
@kokomothegreat
@realdonaldtrump
@alancullison
@nicolledwallace
@crininger
@rebeccaballhaus
@dnvolz

Top Mentioned in G5:
@breitbartnews
@rudygiuliani
@realdonaldtrump
@ingrahamangle
@jsolomonreports
@seanmdav
@joebiden
@sethmclaughlin1
@morningsmaria
@foxbusiness

Top Mentioned in G6:
@dailycaller
@dbongino
@duckduckgo
@realdonaldtrump
@charliekirk11
@cdnnow
@joebiden
@larslarsonshow
@saracarterdc
@kayv34

Top Mentioned in G7:
@michaelcoudrey
@realdonaldtrump
@washingtonpost
@prissytxn
@jsolomonreports
@wrongturnahead1
@rhansens
@serienya
@lisa43643961
@yoffeleah

Top Mentioned in G8:
@steves704

Top Mentioned in G9:
@waynedupreeshow
@cnn
@realdonaldtrump
@thehill
@newsmax
@johnfbachman
@jsolomonreports
@gatewaypundit
@stcollinson
@brikeilarcnn

Top Mentioned in G10:
@alx
@realdonaldtrump
@gma
@bennyjohnson
@dhatwookie
@cnn
@abcnews
@redsteeze
@govchristie
@gstephanopoulos

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@robinsnewswire
@dichristine
@chris_1791
@jim_peoples_
@immoralreport
@cagney1991
@joefreedomlove
@missyjo79
@globalissuesweb

Top Tweeters in G1:
@jim_peoples_
@isidormeyer1
@rowast
@reneecarrollaz
@nahbabynah
@drizzyjekky
@sensitivesam
@janet_yackle
@emersonfan1
@anilns425

Top Tweeters in G2:
@chris_1791
@immoralreport
@dclarediane
@soniaerasmus
@guardian_elite
@bbusa617
@purplegarter1
@princessbibirf_
@tia6sc
@skyjones55

Top Tweeters in G3:
@dancas2
@yojudenz
@debrammason1
@saveusrepublic2
@mmarty1230
@susaniverach
@5b20be6386164f8
@wwwillstand
@quicksilver2723
@texangalcindy

Top Tweeters in G4:
@dichristine
@lechatnoire4
@mog7546
@paulstewartii
@tottenbill
@theresamax
@new_narrative
@enrico056
@lizditz
@solusnan1

Top Tweeters in G5:
@dylanesque2604
@1catherinesiena
@frlarousse2
@tinamorphis
@alicia45kag
@irritatedwoman
@betramobet
@beenewsdaily
@kyleraccio
@williamlharbuck

Top Tweeters in G6:
@willie_c
@realblack212
@cssueta
@kentpg
@conservativegm
@meedgeknowsbest
@putzie63
@richrake
@alley167
@pgrlegacy

Top Tweeters in G7:
@muraliks_11
@stefanversac
@spacema09104056
@mtrushmore2016
@cc125
@wkyc
@lfs1776
@mamamadisons
@robertbelfi
@forbespaula

Top Tweeters in G8:
@occuworld
@globalissuesweb
@davidjones720
@orgetorix
@raybae689
@libertea2012
@texasfreedom101
@jeannie_hartley
@hedgebz
@thereseosulliv2

Top Tweeters in G9:
@lehimesa
@thehill
@eavesdropann
@jstines3
@dexybailman
@saveaslave
@connnutmeg
@thornedella
@usacsmret
@tigcook

Top Tweeters in G10:
@legallybae
@docwashburn
@sustain05
@mscontrariansci
@usatopguns
@hwholcomb
@fieldroamer
@coff33loveit
@jtlol
@thetxembassy


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