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Biden Ukraine_2020-10-16_11-14-16.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
October 17, 2020
Short Description:
Biden Ukraine via NodeXL https://bit.ly/3514he8
@jackposobiec
@senatormelendez
@realdonaldtrump
@conradmblack
@jimmyfailla
@claytravis
@chuckrossdc
@rudygiuliani
@gregpmiller
@washingtonpost

Top hashtags:
#bidentownhall
#ukraine
#biden
#crookedjoebiden

Description:
Description
The graph represents a network of 17,697 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 Saturday, 17 October 2020 at 02:05 UTC.

The tweets in the network were tweeted over the 5-hour, 46-minute period from Friday, 16 October 2020 at 12:27 UTC to Friday, 16 October 2020 at 18:14 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 : 17697
Unique Edges : 25921
Edges With Duplicates : 2116
Total Edges : 28037
Number of Edge Types : 5
Retweet : 14576
MentionsInRetweet : 5759
Replies to : 3027
Tweet : 1495
Mentions : 3180
Self-Loops : 1591
Reciprocated Vertex Pair Ratio : 0.00134069400630915
Reciprocated Edge Ratio : 0.00267779790501693
Connected Components : 1291
Single-Vertex Connected Components : 760
Maximum Vertices in a Connected Component : 15293
Maximum Edges in a Connected Component : 25692
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.154094
Graph Density : 8.10879562856405E-05
Modularity : 0.793354
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 17,697 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 Saturday, 17 October 2020 at 02:05 UTC.

The tweets in the network were tweeted over the 5-hour, 46-minute period from Friday, 16 October 2020 at 12:27 UTC to Friday, 16 October 2020 at 18:14 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Biden Ukraine
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4441] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[919] https://twitter.com/TuckerCarlson/status/1316909054523039745
[687] https://dailycaller.com/2020/10/15/hunter-biden-burisma-zlochevsky/
[452] https://apnews.com/article/ukraine-joe-biden-trump-impeachment-mitt-romney-archive-f1de4ee7909548a132796767779ee56d
[289] https://www.newsmax.com/newsfront/hunterbiden-ukraine-introduced-biden/2020/10/14/id/991848/
[243] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw
[226] https://www.outkick.com/all-that-and-a-bag-of-mail-the-problem-with-big-tech/
[225] http://www.nws.mx/tv
[221] https://dailycaller.com/2020/10/16/exclusive-interview-rudy-giuliani-hunter-joe-biden-hard-drive-corruption-ukraine-china-donald-trump-ny-post/
[210] https://www.foxnews.com/opinion/tucker-carlson-joe-biden-burisma-hunter-biden.amp

Top URLs in Tweet in G1:
[389] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[226] https://www.newsmax.com/newsfront/hunterbiden-ukraine-introduced-biden/2020/10/14/id/991848/
[217] http://www.nws.mx/tv
[40] https://www.youtube.com/watch?v=UXA--dj2-CY&feature=youtu.be

[38] https://twitter.com/repleezeldin/status/1316523575373893632
[38] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw
[33] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?outputType=amp
[33] https://twitter.com/newsmax/status/1316793460007948290
[27] https://resistthemainstream.com/breaking-joe-biden-is-the-subject-of-federal-criminal-investigation-into-his-role-in-spygate-and-activities-in-ukraine/
[26] https://trib.al/86eDWpF

Top URLs in Tweet in G2:
[1321] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[70] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html#click=https://t.co/OGDhihspK3
[15] https://twitter.com/shaneharris/status/1316882799270498304
[3] https://www.nytimes.com/2020/10/14/us/politics/hunter-biden-ukraine-facebook-twitter.html
[2] https://trib.al/86eDWpF
[2] https://iviewtube.com/politics/111677/hunter-bidens-secret-burisma-emails-devastating-joe-biden
[1] https://www.washingtonpost.com/politics/2019/09/27/quick-guide-trumps-false-claims-about-ukraine-bidens/
[1] https://twitter.com/ImJohnEli/status/1317146140173869058
[1] https://www.factcheck.org/2020/10/trump-revives-false-narrative-on-biden-and-ukraine/
[1] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw

Top URLs in Tweet in G3:
[13] https://reason.com/2020/10/14/hunter-biden-new-york-post-story-media-facebook-burisma-ukraine/
[9] https://www.youtube.com/watch?v=VoLEEnVPbCg&feature=youtu.be

[8] https://www.youtube.com/watch?v=io9qwDlZv18&feature=youtu.be

[8] https://www.youtube.com/watch?v=qUlVDS3-1j4&feature=youtu.be

[8] https://www.youtube.com/watch?v=JRmlcEBAiIs&feature=youtu.be

[6] https://www.newsmax.com/newsfront/hunterbiden-ukraine-introduced-biden/2020/10/14/id/991848/
[5] https://twitter.com/TuckerCarlson/status/1316909054523039745
[5] https://dailycaller.com/2020/10/15/hunter-biden-burisma-zlochevsky/
[3] https://nypost.com/2020/10/14/email-reveals-how-hunter-biden-introduced-ukrainian-biz-man-to-dad/
[3] https://www.zerohedge.com/news/2018-01-24/son-bitch-got-fired-joe-biden-brags-he-forced-ukraine-fire-key-official-exchange

Top URLs in Tweet in G4:
[433] https://apnews.com/article/ukraine-joe-biden-trump-impeachment-mitt-romney-archive-f1de4ee7909548a132796767779ee56d
[62] https://www.zerohedge.com/news/2018-01-24/son-bitch-got-fired-joe-biden-brags-he-forced-ukraine-fire-key-official-exchange
[15] https://twitter.com/TuckerCarlson/status/1316909054523039745
[14] https://dailycaller.com/2020/10/15/hunter-biden-burisma-zlochevsky/
[13] https://www.thegatewaypundit.com/2020/10/tucker-carlsons-bombshell-burisma-told-hunter-biden-wanted-close-cases-pursuits-top-official-ukraine/?utm_source=Twitter&utm_campaign=websitesharingbuttons
[10] https://www.thegatewaypundit.com/2020/10/tucker-carlsons-bombshell-burisma-told-hunter-biden-wanted-close-cases-pursuits-top-official-ukraine/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[8] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[7] https://twitter.com/RitaPanahi/status/1316682730537533442
[7] https://www.newsmax.com/newsfront/hunterbiden-ukraine-introduced-biden/2020/10/14/id/991848/
[6] https://www.the-sun.com/news/1629764/joe-biden-hunter-emails-ukraine-smoking-gun-video/

Top URLs in Tweet in G5:
[758] https://twitter.com/TuckerCarlson/status/1316909054523039745
[25] https://www.dailymail.co.uk/news/article-8847375/Donald-Trump-complains-Joe-Biden-wasnt-asked-emails-Hunters-laptop.html?ito=social-twitter_dailymailus
[23] https://www.dailymail.co.uk/news/breaking_news/article-8846235/Twitter-wont-remove-hacked-content-outrage-blocking-links-Biden-Ukraine-stories.html?ito=social-twitter_dailymailus
[21] https://justthenews.com/accountability/russia-and-ukraine-scandals/burisma-official-reportedly-linked-joe-biden-met-state
[10] https://www.dailymail.co.uk/news/article-8845979/Hunter-Biden-emails-claims-asked-close-pursuits-against-head-firm.html
[10] https://www.newsmax.com/newsfront/hunterbiden-ukraine-introduced-biden/2020/10/14/id/991848/
[10] https://www.dailymail.co.uk/news/breaking_news/article-8846235/Twitter-wont-remove-hacked-content-outrage-blocking-links-Biden-Ukraine-stories.html
[6] https://www.zerohedge.com/news/2018-01-24/son-bitch-got-fired-joe-biden-brags-he-forced-ukraine-fire-key-official-exchange
[5] https://dailycaller.com/2020/10/15/hunter-biden-burisma-zlochevsky/
[5] https://dailycaller.com/2020/10/16/exclusive-interview-rudy-giuliani-hunter-joe-biden-hard-drive-corruption-ukraine-china-donald-trump-ny-post/

Top URLs in Tweet in G6:
[23] https://twitter.com/TuckerCarlson/status/1316909054523039745
[6] https://www.newsmax.com/newsfront/hunterbiden-ukraine-introduced-biden/2020/10/14/id/991848/
[3] https://www.bbc.com/news/world-54553132
[3] https://dailycaller.com/2020/10/15/hunter-biden-burisma-zlochevsky/
[2] https://torontosun.com/news/world/biden-campaign-hammered-by-ukraine-corruption-claims
[2] https://www.zerohedge.com/news/2018-01-24/son-bitch-got-fired-joe-biden-brags-he-forced-ukraine-fire-key-official-exchange
[1] https://www.breitbart.com/politics/2020/10/14/report-feds-had-evidence-of-joe-biden-ukraine-burisma-meeting-since-impeachment-inquiry/
[1] http://www.nws.mx/tv
[1] https://dailycaller.com/2020/10/16/exclusive-interview-rudy-giuliani-hunter-joe-biden-hard-drive-corruption-ukraine-china-donald-trump-ny-post/
[1] https://nypost.com/2020/10/15/biden-gets-no-questions-on-hunter-biden-expose-at-abc-news-town-hall/

Top URLs in Tweet in G7:
[215] https://www.outkick.com/all-that-and-a-bag-of-mail-the-problem-with-big-tech/
[10] https://twitter.com/TuckerCarlson/status/1316909054523039745
[3] https://www.newsmax.com/newsfront/hunterbiden-ukraine-introduced-biden/2020/10/14/id/991848/
[2] https://www.outkick.com/facebook-twitter-biden-ny-post/
[2] https://www.theblaze.com/news/post-editor-big-tech-censor-biden
[2] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[2] https://www.newsmax.com/newsmax-tv/hunter-biden-burisma-interview-greg-kelly/2020/10/14/id/991930/
[1] https://www.factcheck.org/2020/10/trump-revives-false-narrative-on-biden-and-ukraine/

Top URLs in Tweet in G8:
[138] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[75] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw
[24] https://dailycaller.com/2020/10/16/exclusive-interview-rudy-giuliani-hunter-joe-biden-hard-drive-corruption-ukraine-china-donald-trump-ny-post/
[15] https://www.dailymail.co.uk/news/breaking_news/article-8846235/Twitter-wont-remove-hacked-content-outrage-blocking-links-Biden-Ukraine-stories.html
[6] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/
[6] https://www.dailymail.co.uk/news/article-8845979/Hunter-Biden-emails-claims-asked-close-pursuits-against-head-firm.html
[6] https://www.bbc.co.uk/news/world-54553132
[5] https://www.bbc.com/news/world-54553132
[5] https://www.nytimes.com/2020/10/14/us/politics/hunter-biden-ukraine-facebook-twitter.html
[5] https://www.wnd.com/2020/10/peter-schweizer-emails-confirm-china-ukraine-bought-access-joe-biden/

Top URLs in Tweet in G9:
[599] https://dailycaller.com/2020/10/15/hunter-biden-burisma-zlochevsky/
[76] https://dailycaller.com/2020/10/16/exclusive-interview-rudy-giuliani-hunter-joe-biden-hard-drive-corruption-ukraine-china-donald-trump-ny-post/
[37] https://twitter.com/TuckerCarlson/status/1316909054523039745
[11] https://www.newsmax.com/newsfront/hunterbiden-ukraine-introduced-biden/2020/10/14/id/991848/
[8] https://www.redstate.com/bradslager/2020/10/16/942855/
[4] https://www.zerohedge.com/news/2018-01-24/son-bitch-got-fired-joe-biden-brags-he-forced-ukraine-fire-key-official-exchange
[2] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[1] https://justthenews.com/accountability/russia-and-ukraine-scandals/burisma-official-reportedly-linked-joe-biden-met-state
[1] https://apnews.com/article/ukraine-joe-biden-trump-impeachment-mitt-romney-archive-f1de4ee7909548a132796767779ee56d
[1] https://www.youtube.com/watch?v=urTk6O4c0mU&feature=youtu.be


Top URLs in Tweet in G10:
[637] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[35] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw
[16] https://www.nytimes.com/2020/10/14/us/politics/hunter-biden-ukraine-facebook-twitter.html
[6] https://www.thedailybeast.com/trump-taps-rudy-giuliani-and-jay-sekulow-to-oversee-post-election-legal-battles
[4] https://www.nytimes.com/2019/10/15/world/europe/ukraine-prosecutor-biden-trump.html
[2] https://trib.al/86eDWpF
[2] https://twitter.com/FrankFigliuzzi1/status/1317110959266131968
[1] https://www.amazon.com/dp/1250272998?tag=macsupaduinstalpa-20
[1] https://nymag.com/intelligencer/2020/10/biden-emails-burisma-rudy-giulliani-russian-hackers-ukraine-new-york-post.html
[1] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html#click=https://t.co/OGDhihspK3

Top Domains
Top Domains in Tweet in Entire Graph:
[5069] washingtonpost.com
[1245] twitter.com
[916] dailycaller.com
[466] apnews.com
[335] newsmax.com
[317] foxnews.com
[228] outkick.com
[226] nws.mx
[191] youtube.com
[172] co.uk

Top Domains in Tweet in G1:
[510] washingtonpost.com
[258] newsmax.com
[218] nws.mx
[149] twitter.com
[56] youtube.com
[43] nypost.com
[30] trib.al
[29] nytimes.com
[27] resistthemainstream.com
[25] foxnews.com

Top Domains in Tweet in G2:
[1394] washingtonpost.com
[16] twitter.com
[3] nytimes.com
[2] trib.al
[2] iviewtube.com
[1] factcheck.org

Top Domains in Tweet in G3:
[33] youtube.com
[13] reason.com
[7] twitter.com
[6] dailycaller.com
[6] newsmax.com
[3] foxnews.com
[3] nypost.com
[3] washingtonpost.com
[3] zerohedge.com
[1] apnews.com

Top Domains in Tweet in G4:
[433] apnews.com
[64] zerohedge.com
[29] thegatewaypundit.com
[23] twitter.com
[18] dailycaller.com
[9] washingtonpost.com
[8] newsmax.com
[6] the-sun.com
[5] reason.com
[5] foxnews.com

Top Domains in Tweet in G5:
[761] twitter.com
[74] co.uk
[21] justthenews.com
[10] newsmax.com
[10] dailycaller.com
[6] zerohedge.com
[4] threadreaderapp.com
[3] thegatewaypundit.com
[2] dailym.ai
[2] 21stcenturywire.com

Top Domains in Tweet in G6:
[23] twitter.com
[6] newsmax.com
[4] dailycaller.com
[3] bbc.com
[2] torontosun.com
[2] zerohedge.com
[1] breitbart.com
[1] nws.mx
[1] nypost.com

Top Domains in Tweet in G7:
[217] outkick.com
[10] twitter.com
[5] newsmax.com
[2] theblaze.com
[2] washingtonpost.com
[1] factcheck.org

Top Domains in Tweet in G8:
[232] washingtonpost.com
[61] twitter.com
[32] co.uk
[30] dailycaller.com
[15] foxnews.com
[11] youtube.com
[9] wnd.com
[8] nytimes.com
[8] nypost.com
[7] dailym.ai

Top Domains in Tweet in G9:
[676] dailycaller.com
[42] twitter.com
[11] newsmax.com
[8] redstate.com
[4] zerohedge.com
[2] washingtonpost.com
[1] justthenews.com
[1] apnews.com
[1] youtube.com
[1] scribd.com

Top Domains in Tweet in G10:
[675] washingtonpost.com
[20] nytimes.com
[6] thedailybeast.com
[2] trib.al
[2] twitter.com
[1] amazon.com
[1] nymag.com
[1] buzzfeednews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1452] bidentownhall
[112] ukraine
[85] biden
[56] crookedjoebiden
[55] bidencrimefamily
[49] nomnom
[48] hunterbiden
[43] erictrumpsukrainescandal
[43] burisma
[39] putinspuppet



Top Hashtags in Tweet in G1:
[45] ukraine
[32] russian
[28] theyknew
[23] electioninterference
[23] biden
[23] fakenews
[22] russiandisinformation
[21] maga
[20] erictrumpsukrainescandal
[18] crookedjoebiden

Top Hashtags in Tweet in G2:
[30] putinspuppet
[30] comraderudy
[6] smartnews
[1] demvoice1
[1] trump2020
[1] trump2020landslidevictory
[1] giuliani
[1] russia

Top Hashtags in Tweet in G3:
[1199] bidentownhall
[5] crookedjoebiden
[2] feudal
[2] waterisland
[2] pedophile
[2] epsteinisland
[1] rudycolludy
[1] sleazyjoebiden

Top Hashtags in Tweet in G4:
[14] bidentownhall
[11] maga
[10] americafirst
[10] dobbs
[4] burisma
[2] biden
[2] crown
[2] hunterbidenemails
[2] hunterbidenlaptop
[1] trumpcolluded

Top Hashtags in Tweet in G5:
[41] bidentownhall
[1] joebiden
[1] hunter

Top Hashtags in Tweet in G6:
[61] bidentownhall
[14] biden
[14] burisma

Top Hashtags in Tweet in G7:
[11] bidentownhall
[2] crookedbiden
[2] hunterbidenemails
[2] corruptbiden
[2] trump
[2] newsmax
[2] ukraine
[1] hunter
[1] biden
[1] china

Top Hashtags in Tweet in G8:
[26] ukraine
[22] biden
[13] hunterbiden
[11] bidencrimefamily
[10] joebiden
[10] trump
[7] burisma
[7] hunterbidenemails
[6] trump2020
[5] giuliani

Top Hashtags in Tweet in G9:
[13] bidentownhall
[1] biden
[1] bidencrimefamily

Top Hashtags in Tweet in G10:
[12] seekcounsel
[4] trumpukraine
[4] trumprussia
[1] putinspuppet
[1] comraderudy
[1] influenceoperation
[1] russia

Top Words
Top Words in Tweet in Entire Graph:
[14928] biden
[12952] ukraine
[7700] trump
[5858] hunter
[5160] one
[4451] russian
[4328] joe
[3929] giuliani
[3821] intelligence
[3517] burisma

Top Words in Tweet in G1:
[2304] biden
[1477] ukraine
[781] hunter
[721] joe
[552] china
[466] trump
[386] money
[384] realdonaldtrump
[363] rudygiuliani
[319] twitter

Top Words in Tweet in G2:
[1478] trump
[1361] intelligence
[1319] russian
[1295] giuliani
[1293] target
[1280] misinformation
[1278] feed
[1269] operation
[1261] white
[1261] house

Top Words in Tweet in G3:
[1963] one
[1360] biden
[1333] ukraine
[1285] hunter
[1199] #bidentownhall
[985] burisma
[969] question
[967] single
[967] deals
[967] joke

Top Words in Tweet in G4:
[1451] biden
[1323] ukraine
[913] investigation
[891] down
[862] sit
[779] joe
[561] trump
[455] mittromney
[455] know
[450] russia

Top Words in Tweet in G5:
[1101] biden
[1026] ukraine
[826] put
[787] during
[780] president
[779] vice
[772] tucker
[765] more
[760] democrats
[758] segment

Top Words in Tweet in G6:
[1566] asked
[1560] press
[977] biden
[976] ukraine
[902] one
[807] more
[796] re
[793] trump
[786] dealings
[780] keeping

Top Words in Tweet in G7:
[1150] evidence
[860] biden
[853] ukraine
[829] hunter
[793] china
[789] access
[603] one
[585] trump
[575] dad
[575] direct

Top Words in Tweet in G8:
[588] biden
[496] ukraine
[251] hunter
[232] joe
[228] trump
[184] giuliani
[178] russian
[166] china
[159] intelligence
[144] house

Top Words in Tweet in G9:
[1223] burisma
[768] biden
[739] ukraine
[658] one
[656] hunter
[636] tucker
[606] email
[601] reported
[600] last
[600] officials

Top Words in Tweet in G10:
[535] russian
[534] trump
[368] rudy
[333] giuliani
[267] ukraine
[258] target
[246] president
[243] operation
[225] white
[225] assets

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4580] hunter,biden
[4028] biden,ukraine
[3258] joe,biden
[3207] russian,intelligence
[2684] target,russian
[2639] giuliani,target
[2613] white,house
[2381] intelligence,operation
[2359] misinformation,trump
[2345] feed,misinformation

Top Word Pairs in Tweet in G1:
[613] joe,biden
[576] hunter,biden
[318] ukraine,china
[249] biden,introduced
[238] ukrainian,energy
[226] biden,ukrainian
[225] ny,reports
[225] reports,hunter
[225] introduced,joe
[225] energy,oligarchs

Top Word Pairs in Tweet in G2:
[1288] target,russian
[1280] giuliani,target
[1280] russian,intelligence
[1278] feed,misinformation
[1273] misinformation,trump
[1261] white,house
[1256] house,warned
[1254] intelligence,operation
[1254] operation,feed
[1251] warned,giuliani

Top Word Pairs in Tweet in G3:
[1042] hunter,biden
[992] biden,ukraine
[967] one,single
[967] single,question
[967] question,hunter
[967] ukraine,deals
[967] deals,burisma
[967] burisma,one
[967] one,#bidentownhall
[967] #bidentownhall,joke

Top Word Pairs in Tweet in G4:
[585] biden,ukraine
[433] ukraine,investigation
[431] mittromney,remember
[431] remember,supported
[431] supported,trump
[431] trump,russia
[431] russia,investigation
[431] investigation,opposed
[431] opposed,biden
[431] investigation,sit

Top Word Pairs in Tweet in G5:
[837] biden,ukraine
[775] vice,president
[758] tucker,segment
[758] segment,makes
[758] makes,more
[758] more,plausible
[758] plausible,case
[758] case,alleged
[758] alleged,high
[758] high,crimes

Top Word Pairs in Tweet in G6:
[786] biden,asked
[786] dealings,ukraine
[783] ukraine,one
[780] re,keeping
[780] keeping,score
[780] score,home
[780] home,trump
[780] trump,asked
[780] asked,anon
[780] anon,biden

Top Word Pairs in Tweet in G7:
[821] hunter,biden
[790] ukraine,china
[574] biden,sold
[574] sold,access
[574] access,dad
[574] dad,ukraine
[574] china,direct
[574] direct,email
[574] email,evidence
[574] evidence,those

Top Word Pairs in Tweet in G8:
[170] joe,biden
[150] hunter,biden
[142] white,house
[142] russian,intelligence
[136] giuliani,target
[132] target,russian
[132] intelligence,operation
[131] house,warned
[131] operation,feed
[131] feed,misinformation

Top Word Pairs in Tweet in G9:
[637] hunter,biden
[599] according,email
[599] email,tucker
[599] tucker,carlson
[599] carlson,reported
[599] reported,last
[599] last,night
[599] night,burisma
[599] burisma,exec
[599] exec,provided

Top Word Pairs in Tweet in G10:
[248] target,russian
[221] russian,assets
[220] friend,rudy
[220] rudy,worked
[220] worked,russian
[220] assets,ukraine
[215] trump,aides
[215] aides,delivered
[215] delivered,stark
[215] stark,warning

Top Replied-To
Top Replied-To in Entire Graph:
@mittromney
@joebiden
@realdonaldtrump
@donaldjtrumpjr
@helenaguirrefer
@erictrump
@cnn
@washingtonpost
@rudygiuliani
@joelockhart

Top Replied-To in G1:
@realdonaldtrump
@joebiden
@donaldjtrumpjr
@erictrump
@rudygiuliani
@joelockhart
@kayleighmcenany
@jasonmillerindc
@ivankatrump
@jonkarl

Top Replied-To in G2:
@cnn
@donwinslow
@msnbc
@carelesskensei
@joebiden
@alivelshi
@deadlinewh
@arimelber
@eclecticbrotha
@judyrincon2

Top Replied-To in G3:
@trumpwarroom
@mjmignacca
@magahive
@teamtrump
@thebabylonbee
@byronyork
@mittromney
@roberttheed1
@plaguedoctor84
@2tweetornot21

Top Replied-To in G4:
@mittromney
@jackposobiec
@tuckercarlson
@replouiegohmert
@daveperrino
@2020trumpaz
@danscavino
@dloesch
@anitaalouu
@skiiryne

Top Replied-To in G5:
@globalnews
@filwagshawn
@conradmblack
@jacksabbath1984
@penncouture
@mittromney
@hairywhodini
@hrenee80
@erictrump
@dagny_r_taggert

Top Replied-To in G6:
@thedamanifelder
@awakenedoutlaw
@briebriejoy
@jaketapper
@dan_christofer
@h00pla434
@rndm_th8wts
@stillgray
@anradila17

Top Replied-To in G7:
@petebuttigieg
@claytravis
@heyrhettbarrett
@tomko_1
@whitlockjason
@thebradfordfile
@lukevaught72
@mittromney
@eyesonthepriz13

Top Replied-To in G8:

Top Replied-To in G9:
@gjpappin
@speakerpelosi
@keitholbermann
@mittromney
@kirstyfml
@christopher977
@bicyclebelle00
@edisn
@rucaradio
@milowakedaway

Top Replied-To in G10:
@nycsouthpaw
@senduckworth
@podsaveamerica
@bubbafoxboro
@gregpmiller
@middleofmayhem
@washingtonpost

Top Mentioned
Top Mentioned in Entire Graph:
@msnbc
@nicolledwallace
@deadlinewh
@realdonaldtrump
@rudygiuliani
@shaunkraisman
@joebiden
@washingtonpost
@jdawsey1
@gregpmiller

Top Mentioned in G1:
@rudygiuliani
@realdonaldtrump
@shaunkraisman
@joebiden
@nypost
@twitter
@gstephanopoulos
@savannahguthrie
@jack
@donaldjtrumpjr

Top Mentioned in G2:
@msnbc
@nicolledwallace
@deadlinewh
@cnn
@maddow
@alivelshi
@kwrbear
@donwinslow
@sruhle
@mitchellreports

Top Mentioned in G3:
@reason
@ingodidotrust
@sweetg8824tammy
@trumpwarroom
@joebiden
@kirstiealley
@o_voter
@ralphgmworks
@grumpyb13387349
@emac58812981

Top Mentioned in G4:
@gatewaypundit
@mittromney
@tuckercarlson
@senronjohnson
@jackposobiec
@realdonaldtrump
@katiepavlich
@cernovich
@justthenews
@pasbless

Top Mentioned in G5:
@mailonline
@seekerotl
@shem_infinite
@repjasoncrow
@senatorbennet
@conradmblack
@cspanwj
@liberty_winning
@paulsperry_
@dailycaller

Top Mentioned in G6:
@stillgray
@huntertosun
@thetorontosun
@all3els
@fezcool1
@rudygiuliani
@shaunkraisman
@danpariah
@jimmyfailla

Top Mentioned in G7:
@claytravis
@nypost
@catturd2
@petebuttigieg
@realdonaldtrump
@karamorrisonn
@__dylon___

Top Mentioned in G8:

Top Mentioned in G9:
@randpaul
@speakerpelosi
@chuckrossdc
@realdonaldtrump
@winningwinning3
@kidd20
@mzhemingway
@seanmdav
@greg_price11
@beinlibertarian

Top Mentioned in G10:
@jdawsey1
@gregpmiller
@nakashimae
@shaneharris
@mtpdaily
@chucktodd
@nicolledwallace
@deadlinewh
@msnbc
@20committee

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@barntiques859
@threadreaderapp
@lindaleeking
@mattmurph24
@cloudwanderer3
@cagney1991
@independent
@parthpa07241800
@gottalaff

Top Tweeters in G1:
@debilu2
@legallybae
@rhiles2760
@lizditz
@lovecovfefe2020
@businessinsider
@bbusa617
@mooncindylu
@homerwhite
@teram323tere

Top Tweeters in G2:
@cagney1991
@thepoliticalcat
@paxnostrum
@wildwillow65
@brontyman
@micjojd
@sherrikuczeryk
@enrico056
@bmangh
@tinyboo49

Top Tweeters in G3:
@ingodidotrust
@jappserrallo
@nmharley2
@catoletters
@twittachicca
@unforgiven_1920
@angietink
@mamamadisons
@onecauseatatime
@japan_kenpou

Top Tweeters in G4:
@tahdeetz
@kurtschlichter
@elizbethlmaness
@kyleraccio
@milick74
@suemarietta
@ajbuck85
@reshas
@annepaeznola
@_haikusgoddess

Top Tweeters in G5:
@threadreaderapp
@parthpa07241800
@muzikscribe
@mikedesai
@ssagwuna
@canisgallicus
@breizh2008
@harrietbaldwin
@imwatchingtoo
@krishworlds

Top Tweeters in G6:
@815wrldtrvlr
@boottmills228
@brianbachner
@stillgray
@darylmox
@starfortress
@pilottierney
@lebontravel
@chopknighttime
@thetorontosun

Top Tweeters in G7:
@e__strobel
@jwhite0316
@speakinfromtn
@voices365
@roswell2001
@allelitedoug21
@troyfauber
@genethesoup
@billsmafiatpa
@thesportsguy212

Top Tweeters in G8:
@libertea2012
@mapocoloco
@socialistvoice
@jcomm_newsfeeds
@amadorn
@lillys_news
@ghostdansing
@badwolf303
@parkse
@bobbymckinley33

Top Tweeters in G9:
@davealvord164
@starcoreone02
@joec1776
@awhatdafudge
@tates5a
@siaayrom
@jpwilloughby
@beanfrompa
@bbcpropaganda
@tyrannywatch

Top Tweeters in G10:
@mattmurph24
@cloudwanderer3
@netminnow
@patta47cake
@amyayers16
@itswanda
@brettaapplebaum
@24baseballreed
@mjohnso27
@bukiwilliams