Hunter Biden, Twitter, 9/6/2021 5:46:17 PM, 261323
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Hunter Biden_2021-09-06_09-19-05.xlsx
Hunter Biden_2021-09-06_09-19-05.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
September 06, 2021
Short Description:
Hunter Biden via NodeXL https://bit.ly/3halQPE
@laurenboebert
@emeraldrobinson
@potus
@lawcrimenews
@omriceren
@oldsalz
@joebiden
@politicususa
@songfourone
@realminiaoc

Top hashtags:
#biden
#hunterbiden
#arrestthemnow
#quidprojoe
#joebiden
#ivermectin
#hunter

Description:
Description
The graph represents a network of 18,185 Twitter users whose recent tweets contained "Hunter 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 Monday, 06 September 2021 at 17:11 UTC.

The tweets in the network were tweeted over the 5-day, 16-hour, 54-minute period from Tuesday, 31 August 2021 at 23:24 UTC to Monday, 06 September 2021 at 16:18 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 : 18185
Unique Edges : 23256
Edges With Duplicates : 2212
Total Edges : 25468
Number of Edge Types : 5
Retweet : 12982
Replies to : 2809
Mentions : 3600
Tweet : 2528
MentionsInRetweet : 3549
Self-Loops : 2658
Reciprocated Vertex Pair Ratio : 0.00606502804505449
Reciprocated Edge Ratio : 0.0120569304686792
Connected Components : 2355
Single-Vertex Connected Components : 1319
Maximum Vertices in a Connected Component : 13321
Maximum Edges in a Connected Component : 20545
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.197862
Graph Density : 6.67178668282105E-05
Modularity : 0.797823
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 18,185 Twitter users whose recent tweets contained "Hunter 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 Monday, 06 September 2021 at 17:11 UTC.

The tweets in the network were tweeted over the 5-day, 16-hour, 54-minute period from Tuesday, 31 August 2021 at 23:24 UTC to Monday, 06 September 2021 at 16:18 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 : Hunter Biden
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:
[659] https://lawandcrime.com/high-profile/judge-dismisses-hunter-biden-laptop-guys-defamation-lawsuit-with-prejudice-forces-him-to-pay-twitters-attorneys-fees-under-anti-slapp-law/
[616] https://twitter.com/tomselliott/status/1433751671826419713
[385] https://www.politicususa.com/2021/09/01/another-trumper-bites-the-dust-as-hunter-biden-laptop-guy-loses-defamation-lawsuit.html
[262] https://realrawnews.com/2021/08/military-arrests-hunter-biden/
[180] https://twitter.com/Pimpernell13/status/1432945406732865537
[154] https://twitter.com/mvhaydencenter/status/1433187022194216964
[148] https://www.politicususa.com/2021/09/01/another-trumper-bites-the-dust-as-hunter-biden-laptop-guy-loses-defamation-lawsuit.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=another-trumper-bites-the-dust-as-hunter-biden-laptop-guy-loses-defamation-lawsuit
[123] https://twitter.com/Rasmussen_Poll/status/1433079050281660422
[115] https://realrawnews.com/2021/09/military-schedules-hunter-biden-tribunal/
[109] https://twitter.com/jackposobiec/status/1433473181088686085

Top URLs in Tweet in G1:
[38] https://twitter.com/TheJordanRachel/status/1432796262802157573
[4] https://www.foxnews.com/politics/obama-ethics-chief-hunter-biden-art-scheme
[4] https://hillreporter.com/lauren-boebert-cant-attack-hunter-biden-without-her-arrest-record-being-brought-up-103822
[3] https://thepostmillennial.com/watch-biden-says-he-doesnt-agree-that-life-begins-at-conception-when-asked-about-texas-abortion-law
[3] https://twitter.com/RealCandaceO/status/1433782538435059717
[2] https://twitter.com/TimHannan/status/1430880194068369409
[2] https://twitter.com/jackposobiec/status/1433473181088686085
[2] https://nypost.com/2021/09/01/biden-hosts-ukraine-president-psaki-says-no-to-talk-of-hunter/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[2] https://realrawnews.com/2021/08/military-arrests-hunter-biden/
[2] https://twitter.com/LabordeSheila/status/1432887635345698822

Top URLs in Tweet in G2:
[130] https://realrawnews.com/2021/08/military-arrests-hunter-biden/
[66] https://twitter.com/DonaldJTrumpJr/status/1433458544020439046
[58] https://twitter.com/bookersparticus/status/1433621165487050755
[34] https://twitter.com/SandraSBreen/status/1433592722959503362
[21] https://www.wsj.com/articles/biden-to-defend-afghanistan-withdrawal-ending-nearly-20-year-war-11630435444
[18] https://www.zerohedge.com/geopolitical/we-are-fking-abandoning-american-citizens-says-livid-army-colonel-leaked-afghanistan
[14] https://twitter.com/tomselliott/status/1433751671826419713
[12] https://realrawnews.com/2021/09/military-schedules-hunter-biden-tribunal/
[9] https://www.usatoday.com/story/news/factcheck/2021/09/02/fact-check-hunter-biden-wasnt-arrested-military-dulles-airport/5701735001/
[8] https://ir.shareaholic.com/e?a=1&u=https://www.washingtontimes.com/news/2020/oct/15/hunter-biden-demanded-chinese-billionaire-pay-10-m/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1

Top URLs in Tweet in G3:
[13] https://twitter.com/jimgeraghty/status/1434877133248212992
[4] https://twitter.com/tomselliott/status/1433751671826419713
[3] https://twitter.com/BIGRED64467982/status/1432841399398014982
[3] https://twitter.com/EmeraldRobinson/status/1433509038357164043
[3] https://twitter.com/MattH_4America/status/1433452140287168513
[2] https://twitter.com/johncardillo/status/1432825268918530057
[2] https://steadfastdaily.com/hunter-bidens-wife-exploits-secret-service-for-petty-reason/
[2] https://twitter.com/NickAdamsinUSA/status/1432793385685897220
[2] https://twitter.com/cgtnofficial/status/1433913392763445250
[2] https://thegreggjarrett.com/hunter-biden-cements-his-notoriety-as-the-king-of-cons/?utm_source=Hootsuite

Top URLs in Tweet in G4:
[54] https://realrawnews.com/2021/08/military-arrests-hunter-biden/
[45] http://www.msn.com/en-us/news/us/the-computer-repairman-with-hunter-bidens-laptop-lost-his-lawsuit-against-twitter-and-has-to-pay-the-companys-legal-fees/ar-AAO1RIG?ocid=st
[33] https://www.businessinsider.com/hunter-biden-computer-repairman-lost-defamation-suit-against-twitter-2021-9
[28] https://lawandcrime.com/high-profile/judge-dismisses-hunter-biden-laptop-guys-defamation-lawsuit-with-prejudice-forces-him-to-pay-twitters-attorneys-fees-under-anti-slapp-law/
[16] https://realrawnews.com/2021/09/military-schedules-hunter-biden-tribunal/
[12] https://bestnewshere.com/military-arrests-hunter-biden/
[12] http://www.msn.com/en-us/news/us/judge-dismisses-hunter-biden-laptop-guys-defamation-lawsuit-with-prejudice-forces-him-to-pay-twitters-attorneys-fees-under-anti-slapp-law/ar-AANZqx0?ocid=st
[11] https://realrawnews.com/2021/08/military-raids-hunter-bidens-cali-home/
[10] https://news.yahoo.com/computer-repairman-hunter-bidens-laptop-152548513.html
[10] https://apple.news/ASdj9VT6bRHGns7G8zL2Q0g

Top URLs in Tweet in G5:
[536] https://twitter.com/tomselliott/status/1433751671826419713
[109] https://twitter.com/Rasmussen_Poll/status/1433079050281660422
[93] https://twitter.com/ComfortablySmug/status/1432795603776548866
[26] https://twitter.com/JosephWulfsohn/status/1433567818436448257
[21] https://nationalfile.com/biden-repeatedly-refers-to-deceased-son-while-talking-afghanistan-omits-hunters-crack-fueled-navy-expulsion/
[16] https://twitter.com/Neoavatara/status/1433032401308028934
[4] https://twitter.com/nypost/status/1433058057697775620
[3] https://twitter.com/steveholland1/status/1433988306023428108
[3] https://twitter.com/laralogan/status/1434265146399068160
[3] https://www.dailymail.co.uk/news/article-9678005/Joe-Biden-entertained-Hunters-billionaire-business-associates-vice-presidents-office.html

Top URLs in Tweet in G6:
[14] https://nationalfile.com/tony-blinken-was-reportedly-summering-in-the-hamptons-immediately-before-taliban-sacked-kabul/
[3] https://twitter.com/tomselliott/status/1433751671826419713
[3] https://twitter.com/Rasmussen_Poll/status/1433079050281660422
[2] https://nypost.com/2021/09/01/biden-hosts-ukraine-president-psaki-says-no-to-talk-of-hunter/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[1] https://dailynewsbreak.org/military-arrests-hunter-biden-best-news-here/
[1] https://twitter.com/maddow/status/1433521336282976256
[1] https://twitter.com/IngrahamAngle/status/1434586450851475456
[1] https://twitter.com/jackposobiec/status/1434518004876857347
[1] https://thebluestateconservative.com/2021/09/05/hunter-biden-a-legend-in-the-art-community/?utm_source=mailpoet
[1] https://twitter.com/ChadGilmartinCA/status/1434580307458600960

Top URLs in Tweet in G7:
[28] https://nypost.com/2021/09/01/at-least-27-california-students-still-stranded-in-afghanistan/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[19] https://nypost.com/2021/09/01/biden-hosts-ukraine-president-psaki-says-no-to-talk-of-hunter/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[15] https://news.yahoo.com/hunter-biden-holds-stake-chinese-195700202.html
[8] https://twitter.com/tomselliott/status/1433751671826419713
[8] https://nypost.com/2020/10/21/hunter-biden-laptop-linked-to-fbi-money-laundering-probe-report/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[7] https://www.businessinsider.com/hunter-biden-computer-repairman-lost-defamation-suit-against-twitter-2021-9
[7] https://nypost.com/2020/12/24/hunter-biden-still-owns-10-percent-stake-in-china-firm-report/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[4] https://twitter.com/zerohedge/status/1432336114795307011
[3] https://nypost.com/2021/09/01/biden-hosts-ukraine-president-psaki-says-no-to-talk-of-hunter/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[3] https://www.telegraph.co.uk/world-news/2021/08/21/people-afraid-tell-joe-biden-wrong-say-sources-close-white-house/

Top URLs in Tweet in G8:
[363] https://lawandcrime.com/high-profile/judge-dismisses-hunter-biden-laptop-guys-defamation-lawsuit-with-prejudice-forces-him-to-pay-twitters-attorneys-fees-under-anti-slapp-law/
[17] https://www.cnn.com/2021/09/01/politics/ukraine-volodymyr-zelensky-biden-white-house/index.html
[14] https://www.businessinsider.com/hunter-biden-computer-repairman-lost-defamation-suit-against-twitter-2021-9
[13] https://twitter.com/axios/status/1434174385334673417
[5] https://www.politicususa.com/2021/09/01/another-trumper-bites-the-dust-as-hunter-biden-laptop-guy-loses-defamation-lawsuit.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=another-trumper-bites-the-dust-as-hunter-biden-laptop-guy-loses-defamation-lawsuit
[3] https://s3.documentcloud.org/documents/21053279/isaac-v-twitter-ii-order-on-mtd.pdf
[3] https://news.yahoo.com/computer-repairman-hunter-bidens-laptop-152548513.html
[3] http://www.msn.com/en-us/news/us/the-computer-repairman-with-hunter-bidens-laptop-lost-his-lawsuit-against-twitter-and-has-to-pay-the-companys-legal-fees/ar-AAO1RIG?ocid=st
[2] https://twitter.com/ggreenwald/status/1433845325379276801
[2] https://www.courthousenews.com/not-a-hacker/

Top URLs in Tweet in G9:
[38] https://babylonbee.com/news/taliban-buys-hunter-biden-painting-for-presidential-palace
[9] https://twitter.com/PeterZwack/status/1220878005649707009?s=20
[6] https://twitter.com/tomselliott/status/1433751671826419713
[4] https://nypost.com/2020/10/14/ema
[4] https://twitter.com/jackposobiec/status/1433473181088686085
[3] https://twitter.com/JosephWulfsohn/status/1433567818436448257
[3] https://realrawnews.com/2021/08/military-arrests-hunter-biden/
[3] https://bestnewshere.com/military-arrests-hunter-biden/
[2] https://www.pscp.tv/w/cmBGIDF4ZUtXeEdWcnJhalB8MW1yR21FeUxFdkxHeU81JkTHIgFyustCwLc-RGawN02jwPTk6moQStnmvb-h
[2] https://twitter.com/PhilMcCrackin44/status/1433777862730043392

Top URLs in Tweet in G10:
[324] https://www.politicususa.com/2021/09/01/another-trumper-bites-the-dust-as-hunter-biden-laptop-guy-loses-defamation-lawsuit.html
[15] https://www.politicususa.com/2021/09/01/another-trumper-bites-the-dust-as-hunter-biden-laptop-guy-loses-defamation-lawsuit.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=another-trumper-bites-the-dust-as-hunter-biden-laptop-guy-loses-defamation-lawsuit
[8] https://www.cnn.com/interactive/2021/08/us/colorado-river-water-shortage/
[8] https://lawandcrime.com/high-profile/judge-dismisses-hunter-biden-laptop-guys-defamation-lawsuit-with-prejudice-forces-him-to-pay-twitters-attorneys-fees-under-anti-slapp-law/
[7] https://www.dailykos.com/stories/2050133?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.politicususa.com/2021/09/01/another-trumper-bites-the-dust-as-hunter-biden-laptop-guy-loses-defamation-lawsuit.html?utm_source=rss&utm_medium=rss&utm_campaign=another-trumper-bites-the-dust-as-hunter-biden-laptop-guy-loses-defamation-lawsuit
[4] https://t.co/gTI4JcjUEb
[4] https://t.co/NrCWkflzsi
[2] http://www.msn.com/en-us/news/us/the-computer-repairman-with-hunter-bidens-laptop-lost-his-lawsuit-against-twitter-and-has-to-pay-the-companys-legal-fees/ar-AAO1RIG?ocid=st
[2] https://www.dailykos.com/stories/2050133

Top Domains
Top Domains in Tweet in Entire Graph:
[2375] twitter.com
[678] lawandcrime.com
[601] politicususa.com
[410] realrawnews.com
[273] nypost.com
[172] yahoo.com
[140] msn.com
[111] trib.al
[104] co.uk
[91] businessinsider.com

Top Domains in Tweet in G1:
[58] twitter.com
[4] foxnews.com
[4] hillreporter.com
[3] thepostmillennial.com
[3] nypost.com
[2] co.uk
[2] realrawnews.com
[1] the-sun.com
[1] royalpatriot.com
[1] yahoo.com

Top Domains in Tweet in G2:
[237] twitter.com
[142] realrawnews.com
[22] wsj.com
[18] zerohedge.com
[10] usatoday.com
[9] nypost.com
[9] youtube.com
[8] shareaholic.com
[8] lawandcrime.com
[6] co.uk

Top Domains in Tweet in G3:
[41] twitter.com
[2] steadfastdaily.com
[2] thegreggjarrett.com
[2] justthenews.com
[2] shareaholic.com
[1] thegatewaypundit.com
[1] wsj.com
[1] babylonbee.com
[1] realrawnews.com

Top Domains in Tweet in G4:
[321] twitter.com
[86] realrawnews.com
[81] msn.com
[45] businessinsider.com
[33] lawandcrime.com
[20] foxnews.com
[20] yahoo.com
[17] nypost.com
[17] politicususa.com
[17] dailykos.com

Top Domains in Tweet in G5:
[802] twitter.com
[23] nationalfile.com
[3] co.uk
[2] babylonbee.com
[1] foxnews.com
[1] realrawnews.com
[1] radaronline.com
[1] businessinsider.com
[1] thegatewaypundit.com
[1] syracuse.com

Top Domains in Tweet in G6:
[14] twitter.com
[14] nationalfile.com
[3] nypost.com
[2] adinakutnicki.com
[1] dailynewsbreak.org
[1] thebluestateconservative.com
[1] bestnewshere.com
[1] co.uk
[1] newyorker.com

Top Domains in Tweet in G7:
[83] nypost.com
[34] twitter.com
[16] yahoo.com
[7] businessinsider.com
[4] co.uk
[4] foxnews.com
[3] usatoday.com
[2] politicususa.com
[2] politico.com
[2] cnn.com

Top Domains in Tweet in G8:
[363] lawandcrime.com
[17] cnn.com
[16] twitter.com
[14] businessinsider.com
[5] politicususa.com
[3] documentcloud.org
[3] yahoo.com
[3] msn.com
[2] courthousenews.com
[1] bipartisanreport.com

Top Domains in Tweet in G9:
[38] babylonbee.com
[36] twitter.com
[7] nypost.com
[3] realrawnews.com
[3] bestnewshere.com
[2] pscp.tv
[2] vanityfair.com
[2] yahoo.com
[1] lawandcrime.com
[1] youtube.com

Top Domains in Tweet in G10:
[346] politicususa.com
[10] t.co
[9] dailykos.com
[8] cnn.com
[8] lawandcrime.com
[3] tumblr.com
[2] msn.com
[2] yahoo.com
[1] trib.al
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] biden
[87] hunterbiden
[74] arrestthemnow
[72] quidprojoe
[56] joebiden
[52] ivermectin
[49] hunter
[48] demvoice1
[40] smartnews
[39] beaubiden



Top Hashtags in Tweet in G1:
[1] afghanistan
[1] bidenisasecurityrisk

Top Hashtags in Tweet in G2:
[67] quidprojoe
[47] hunterbiden
[41] joebiden
[39] beaubiden
[22] biden
[13] hunter
[13] afghanistan
[8] election2020
[6] zelensky
[6] burisma

Top Hashtags in Tweet in G3:
[2] hunterbiden
[2] arrestthemnow
[2] reputationalrisk

Top Hashtags in Tweet in G4:
[28] smartnews
[26] biden
[14] hunter
[12] hunterbiden
[10] computerhacking
[10] hacking
[8] foxnews
[7] bidenwarcrimes
[7] impeachbiden
[6] bidenmustgo

Top Hashtags in Tweet in G5:
[9] biden
[4] hunter
[4] impeachbidenharrisnow
[4] neverforget
[4] thefallen13
[4] bidenliedpeopledied
[4] bidenwarcrimes
[4] bidenabandonsamericans
[1] exclusive
[1] outnumbered

Top Hashtags in Tweet in G6:
[5] themoreyouknow

Top Hashtags in Tweet in G7:
[15] 6/1/2021 12:00:00 AM
[7] 2020news
[5] biden
[4] reputationalrisk
[2] maga
[2] americafirst
[2] dobbs
[1] demvoice1
[1] fb
[1] impeachbiden

Top Hashtags in Tweet in G8:
[17] demvoice1
[5] deadlinewh
[2] wtfnews
[1] qanon
[1] maga
[1] foxnews
[1] gop
[1] liars
[1] losers

Top Hashtags in Tweet in G9:
[4] creepyjoebiden
[2] bidenmustresign
[2] bidenwarcrimes
[2] bidenliedpeopledied
[2] demvoice1
[2] ncgop
[2] ncga
[1] arrestthemnow
[1] trump
[1] karma

Top Hashtags in Tweet in G10:
[8] removethemall
[2] hadunhappyending
[2] whompwhomp

Top Words
Top Words in Tweet in Entire Graph:
[24296] biden
[18220] hunter
[5492] 10
[3817] guy
[3764] joe
[3744] catholic
[3571] laptop
[3503] afghanistan
[2874] big
[2844] americans

Top Words in Tweet in G1:
[4555] 10
[3019] biden
[2562] hunter
[2285] afghanistan
[2283] americans
[2283] guy
[2282] big
[2281] left
[2277] care
[2277] behind

Top Words in Tweet in G2:
[2212] biden
[2195] hunter
[670] family
[626] natalie
[482] potus
[431] 14
[430] old
[396] first
[371] hallie
[333] texts

Top Words in Tweet in G3:
[6154] biden
[2771] catholic
[1989] hunter
[1587] joe
[1389] same
[1387] artist
[1385] sense
[1383] course
[1383] dare
[1383] ban

Top Words in Tweet in G4:
[1456] biden
[1398] hunter
[281] laptop
[216] joe
[210] twitter
[205] biden's
[193] lawsuit
[179] pay
[158] against
[156] fees

Top Words in Tweet in G5:
[1362] biden
[976] hunter
[649] more
[562] call
[561] laptop
[546] way
[545] biden's
[537] major
[536] networks
[536] ignoring

Top Words in Tweet in G6:
[786] biden
[641] hunter
[363] exchange
[354] taliban
[353] 100
[353] paintings
[352] announced
[352] ll
[352] release
[352] american

Top Words in Tweet in G7:
[523] biden
[449] hunter
[142] ggreenwald
[129] former
[128] nazi
[128] lawyer
[112] biden's
[107] laptop
[94] year
[93] nypost

Top Words in Tweet in G8:
[461] hunter
[446] biden
[393] laptop
[390] lawsuit
[385] pay
[384] fees
[374] defamation
[366] dismisses
[365] judge
[364] law

Top Words in Tweet in G9:
[650] biden
[561] hunter
[257] china
[242] avindman
[241] compromised
[237] russia
[237] comrades
[237] traitors
[65] hours
[62] catholic

Top Words in Tweet in G10:
[541] biden
[516] hunter
[489] laptop
[358] lawsuit
[354] defamation
[324] politicususa
[234] guy
[229] another
[228] trumper
[228] bites

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10317] hunter,biden
[3741] biden,catholic
[3136] joe,biden
[2753] big,guy
[2702] left,behind
[2672] biden,doesn
[2669] behind,afghanistan
[2664] americans,left
[2660] doesn,care
[2660] cash,hunter

Top Word Pairs in Tweet in G1:
[2282] big,guy
[2277] 10,americans
[2277] americans,left
[2277] left,behind
[2277] behind,afghanistan
[2277] afghanistan,10
[2277] set,aside
[2276] biden,doesn
[2276] doesn,care
[2276] care,10

Top Word Pairs in Tweet in G2:
[940] hunter,biden
[327] biden,family
[314] 14,yr
[314] yr,old
[314] around,hunter
[313] text,transcripts
[313] transcripts,biden
[313] family,first
[313] first,class
[313] class,exchange

Top Word Pairs in Tweet in G3:
[2771] biden,catholic
[1569] hunter,biden
[1554] joe,biden
[1387] catholic,same
[1386] biden,artist
[1385] same,sense
[1385] sense,hunter
[1383] catholic,course
[1383] course,biden
[1383] biden,dare

Top Word Pairs in Tweet in G4:
[781] hunter,biden
[162] hunter,biden's
[133] joe,biden
[131] against,twitter
[128] biden,laptop
[124] computer,repairman
[123] lawsuit,against
[117] biden's,laptop
[115] laptop,lost
[114] legal,fees

Top Word Pairs in Tweet in G5:
[540] hunter,biden's
[539] biden's,laptop
[536] way,major
[536] major,networks
[536] networks,ignoring
[536] ignoring,biden
[536] biden,ghani
[536] ghani,call
[536] call,more
[536] more,studiously

Top Word Pairs in Tweet in G6:
[524] hunter,biden
[353] biden,paintings
[352] taliban,announced
[352] announced,ll
[352] ll,release
[352] release,american
[352] american,hostages
[352] hostages,mazar
[352] mazar,sharif
[352] sharif,exchange

Top Word Pairs in Tweet in G7:
[322] hunter,biden
[128] former,nazi
[128] nazi,lawyer
[92] year,old
[65] biden,investigation
[64] breaking,area
[64] area,former
[64] lawyer,demanded
[64] demanded,press
[64] press,leak

Top Word Pairs in Tweet in G8:
[410] hunter,biden
[370] biden,laptop
[369] defamation,lawsuit
[364] judge,dismisses
[363] anti,slapp
[361] dismisses,hunter
[361] lawsuit,prejudice
[361] prejudice,forces
[361] forces,pay
[361] fees,under

Top Word Pairs in Tweet in G9:
[454] hunter,biden
[241] biden,china
[237] china,avindman
[237] avindman,russia
[237] russia,compromised
[237] compromised,comrades
[237] comrades,traitors
[62] biden,catholic
[40] biden,painting
[39] joe,biden

Top Word Pairs in Tweet in G10:
[495] hunter,biden
[469] biden,laptop
[354] defamation,lawsuit
[234] laptop,guy
[228] another,trumper
[228] trumper,bites
[228] bites,dust
[228] dust,hunter
[228] guy,loses
[228] loses,defamation

Top Replied-To
Top Replied-To in Entire Graph:
@ggreenwald
@potus
@duty2warn
@donaldjtrumpjr
@politvidchannel
@brianros1
@jackposobiec
@jim_jordan
@laurenboebert
@joshmandelohio

Top Replied-To in G1:
@laurenboebert
@repboebert
@angelobcollie
@lifenewshq
@always92234822
@jmilitare77
@evasaileast
@johndoverson
@sueb2246
@squalidpumpkin

Top Replied-To in G2:
@potus
@jim_jordan
@cnn
@foxnews
@seanhannity
@joebiden
@mtgreenee
@washingtonpost
@nytimes
@ananavarro

Top Replied-To in G3:
@aj_cats_
@emeraldrobinson
@chrismartenson
@kurtschlichter
@notezbeinggrn
@gregkellyusa
@cb831618
@jackposobiec
@sarah_roberts_1
@jacksonlahmeyer

Top Replied-To in G4:

Top Replied-To in G5:
@cobbislandcrab
@mav_432
@dineshdsouza
@drewshirleyspx
@waderose8
@motherfkrjones1
@omriceren
@vizekonig
@rising_serpent
@abigailmarone

Top Replied-To in G6:
@sruhle
@catturd2
@armyvetstrong
@remasculate
@realminiaoc
@mliz77
@mlcarmel
@townhallcom
@brandysoverit
@brentbozell

Top Replied-To in G7:
@ggreenwald
@politvidchannel
@jgrdaniel
@nypost
@cmikecohen
@imillhiser
@zaleskiluke
@dpfunke
@ryangrim
@turonianhighs

Top Replied-To in G8:
@muellershewrote
@lincolnsbible
@jannwolfe
@klasfeldreports
@andrewsolender
@oann
@annew12619455
@johnbrandonbeck
@vanessaga81

Top Replied-To in G9:
@brianros1
@jackposobiec
@joshmandelohio
@nypost
@lemonlaw73
@joytoth73348026
@ggreenwald
@lesjoyeuxlurons
@avindman

Top Replied-To in G10:
@grandpasnarky
@stardust1971
@dianese22679298
@olgagartola
@thedailyshow

Top Mentioned
Top Mentioned in Entire Graph:
@potus
@politicususa
@lawcrimenews
@colinkalmbacher
@avindman
@joebiden
@fool_nelson
@hansmahncke
@aclj
@nypost

Top Mentioned in G1:
@laurenboebert
@jeffistopheles
@arkypatriot
@fool_nelson
@hansmahncke
@aclj
@beckyleebrenne1
@charlesstohr
@mikeloychik
@wendy06176933

Top Mentioned in G2:
@potus
@joebiden
@gopleader
@presssec
@gop
@foxnews
@whitehouse
@nytimes
@cnn
@housegop

Top Mentioned in G3:
@potus
@emeraldrobinson
@mjgranger1
@avindman
@__sassafras_
@kurtschlichter
@baharak_irani

Top Mentioned in G4:

Top Mentioned in G5:
@dineshdsouza
@hippiechickie58
@nationalfile
@bostonmaggie
@potus
@avindman
@joebiden
@factcheckdotorg
@abigailmarone
@mobykat6969

Top Mentioned in G6:
@potus
@avindman
@patsycrowley8
@0_politics2
@adinaf2boys
@remasculate
@aclj
@drspago

Top Mentioned in G7:
@nypost
@ggreenwald
@francisjfoster
@konstantinkisin
@stevennelson10
@doggintrump
@mirandadevine
@vincecoglianese
@ayeletw
@adamjohnsonnyc

Top Mentioned in G8:
@lawcrimenews
@colinkalmbacher
@lincolnsbible
@ideagov
@andrewsolender
@jannwolfe
@klasfeldreports
@maggienyt

Top Mentioned in G9:
@avindman
@thebabylonbee
@jackposobiec
@raheemkassam
@potus
@nypost
@fool_nelson
@hansmahncke
@bigtechfunding
@joshmandelohio

Top Mentioned in G10:
@politicususa
@grandpasnarky
@roywoodjr
@barryha
@pjcadams
@michellekinney
@therickwilson
@yahoo
@colinkalmbacher
@lawcrimenews

Top Tweeters
Top Tweeters in Entire Graph:
@thebookofginko
@freiewelteu
@phildecarolis
@telesurtv
@cagney1991
@teamyoutube
@solutioneer72
@pparzival
@elpoliticonews
@littlebytesnews

Top Tweeters in G1:
@phildecarolis
@hellokarma2021
@kentpg
@ldga123456
@k1erry
@euridiceguerra
@kaci1951
@lclynick
@massrealty
@brucehallsports

Top Tweeters in G2:
@telesurtv
@foggybottomgal
@teram323tere
@guardian
@tres444
@all435reps
@drseid
@dcexaminer
@sigstarget
@starrick1

Top Tweeters in G3:
@perezguadarrama
@mikedesai
@mjgranger1
@z_chrissie
@kurtschlichter
@catholiclisa
@wendydcoe
@ajitsinhjagirda
@godemperorclown
@seldengadawgs

Top Tweeters in G4:
@merv59
@usrealitycheck
@realtorjairo
@gstuedler
@hardknoxfirst
@knittingknots
@summer7570
@rogue_corq
@persiankittenz
@litlgrey

Top Tweeters in G5:
@patriot_girl_tx
@joec1776
@powerglobalus
@kellyrek
@bassaces1
@jtlol
@adudefromnowere
@fieldroamer
@nooneishere51
@susaninlaguna

Top Tweeters in G6:
@cagney1991
@princessbibirf_
@saveaslave
@elizbethlmaness
@nanaoxford
@norvilgirl
@purrpatrol
@biffrbear
@2thedogpound
@jazzymsc

Top Tweeters in G7:
@rjber15
@britpoptarts
@magicdmw
@sheiladecker19
@radlein
@beank511
@meomy1236
@publicoutcrysy
@ginou1010
@tates5a

Top Tweeters in G8:
@littlebytesnews
@serendipitysays
@thereal_rebel
@gottalaff
@debilu2
@derekjohnbryant
@pollsstar
@reagancbrown
@88seattle61
@new_narrative

Top Tweeters in G9:
@_yvonneburton
@oldsalz
@cbinflux
@willsdarlin
@heathrodgirs
@eclectelectric
@littlered623
@01splcheck
@1realkidd
@lsferguson

Top Tweeters in G10:
@inspiteoftrump
@marthalynneowe1
@79topper
@theresamax
@enrico056
@sylviaz1913
@bmangh
@girlzinger
@nancypeggy
@avonan


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