Biden Ukraine, Twitter, 10/17/2020 2:22:24 AM, 238133


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Biden Ukraine_2020-10-15_16-51-40.xlsx
Biden Ukraine_2020-10-15_16-51-40.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 17, 2020
Short Description:
Biden Ukraine via NodeXL https://bit.ly/3dFXmLh
@yamiche
@gregpmiller
@rudygiuliani
@kylegriffin1
@realdonaldtrump
@kyledcheney
@joenbc
@washingtonpost
@jimsciutto
@nicolledwallace

Top hashtags:
#russian
#maga
#crookedjoebiden
#nbc
#ukraine
#putinspuppet
#comraderudy

Description:
Description
The graph represents a network of 14,581 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, 16 October 2020 at 19:55 UTC.

The tweets in the network were tweeted over the 2-hour, 36-minute period from Thursday, 15 October 2020 at 21:15 UTC to Thursday, 15 October 2020 at 23:51 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 : 14581
Unique Edges : 21952
Edges With Duplicates : 630
Total Edges : 22582
Number of Edge Types : 5
Retweet : 17106
MentionsInRetweet : 3943
Tweet : 669
Replies to : 385
Mentions : 479
Self-Loops : 691
Reciprocated Vertex Pair Ratio : 0.00037030179596371
Reciprocated Edge Ratio : 0.000740329446603739
Connected Components : 436
Single-Vertex Connected Components : 242
Maximum Vertices in a Connected Component : 13731
Maximum Edges in a Connected Component : 21739
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.418414
Graph Density : 0.000101660004577805
Modularity : 0.755326
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 14,581 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, 16 October 2020 at 19:55 UTC.

The tweets in the network were tweeted over the 2-hour, 36-minute period from Thursday, 15 October 2020 at 21:15 UTC to Thursday, 15 October 2020 at 23:51 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:
[13625] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[490] https://trib.al/86eDWpF
[417] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw
[206] https://www.youtube.com/watch?v=UXA--dj2-CY&feature=youtu.be

[206] https://twitter.com/repleezeldin/status/1316523575373893632
[160] http://www.nws.mx/tv
[113] 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/jYABepg5u7
[94] https://www.nytimes.com/2020/10/14/us/politics/hunter-biden-ukraine-facebook-twitter.html
[73] https://www.washingtonpost.com/politics/2019/09/27/quick-guide-trumps-false-claims-about-ukraine-bidens/
[71] 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/Mo4NsiZM7l

Top URLs in Tweet in G1:
[1959] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[8] https://www.washingtonpost.com/national-security/barr-acknowledges-justice-dept-has-created-intake-process-to-vet-giulianis-information-on-bidens/2020/02/10/0fba553a-4c1e-11ea-bf44-f5043eb3918a_story.html
[1] https://trib.al/86eDWpF

Top URLs in Tweet in G2:
[631] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[33] https://twitter.com/RitaPanahi/status/1316682730537533442
[20] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?outputType=amp
[10] https://trib.al/86eDWpF
[8] https://thefederalist.com/2020/09/23/records-show-john-kerry-lied-about-ignorance-of-hunter-bidens-lucrative-position-in-ukraine/
[6] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw
[6] https://nypost.com/2020/10/14/trump-biden-family-treated-the-vice-presidency-as-a-for-profit-corporation/
[5] https://nypost.com/2020/10/14/email-reveals-how-hunter-biden-introduced-ukrainian-biz-man-to-dad/
[5] https://nypost.com/2020/10/14/email-reveals-how-hunter-biden-introduced-ukrainian-biz-man-to-dad/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[5] https://www.youtube.com/watch?v=VoLEEnVPbCg&feature=youtu.be


Top URLs in Tweet in G3:
[1690] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[18] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw
[8] https://trib.al/86eDWpF
[6] https://www.thedailybeast.com/trump-taps-rudy-giuliani-and-jay-sekulow-to-oversee-post-election-legal-battles
[6] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?outputType=amp
[2] https://medium.com/@scott_dworkin/photo-uncovered-of-eric-trump-in-ukraine-98b91946649d
[2] https://edition.cnn.com/2019/09/19/politics/rudy-giuliani-joe-biden-ukraine-cnntv/index.html
[1] https://www.nytimes.com/2020/10/14/us/politics/hunter-biden-ukraine-facebook-twitter.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/Mo4NsiZM7l
[1] https://www.buzzfeednews.com/article/christopherm51/facebook-giuliani-ukraine-posts

Top URLs in Tweet in G4:
[1130] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[44] https://www.nytimes.com/2020/10/14/us/politics/hunter-biden-ukraine-facebook-twitter.html
[14] https://trib.al/86eDWpF
[7] https://www.nytimes.com/2020/10/14/us/politics/hunter-biden-ukraine-facebook-twitter.html?referringSource=articleShare
[5] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw
[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/jYABepg5u7
[1] https://twitter.com/andrewbatesnc/status/1316885075586318337

Top URLs in Tweet in G5:
[1306] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[42] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw
[19] https://trib.al/86eDWpF
[2] 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/Mo4NsiZM7l
[1] https://www.thedailybeast.com/trump-taps-rudy-giuliani-and-jay-sekulow-to-oversee-post-election-legal-battles
[1] https://twitter.com/alphalyraeA0V/status/1316880591040729088
[1] https://nymag.com/intelligencer/2020/10/biden-emails-burisma-rudy-giulliani-russian-hackers-ukraine-new-york-post.html
[1] https://www.washingtonpost.com/politics/2019/09/23/fact-checking-trumps-latest-claims-biden-ukraine/
[1] https://www.bbc.com/news/election-us-2020-54268887

Top URLs in Tweet in G6:
[480] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[369] https://trib.al/86eDWpF
[160] http://www.nws.mx/tv
[112] 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/jYABepg5u7
[24] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw
[13] https://www.youtube.com/watch?v=MCwN-Ae7rnQ&ab_channel=NewsmaxTV

[4] https://www.thedailybeast.com/trump-taps-rudy-giuliani-and-jay-sekulow-to-oversee-post-election-legal-battles
[4] http://www.msn.com/en-us/news/politics/ap-explains-trump-seizes-on-dubious-biden-ukraine-story/ar-BB1a46yY?ocid=st
[3] https://renewedright.com/this-smoking-gun-email-just-linked-joe-biden-to-this-corrupt-scheme-in-the-ukraine/
[3] https://www.youtube.com/watch?v=UXA--dj2-CY&feature=youtu.be


Top URLs in Tweet in G7:
[662] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[7] https://trib.al/86eDWpF
[6] https://www.buzzfeednews.com/article/christopherm51/facebook-giuliani-ukraine-posts
[1] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=a_classic-iphone&no_nav=true

Top URLs in Tweet in G8:
[702] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[4] https://www.nydailynews.com/news/politics/us-elections-government/ny-election-2020-biden-20201015-7xixsgtexfcnjgjiv62ryiylsm-story.html
[3] https://trib.al/86eDWpF
[2] https://nymag.com/intelligencer/2020/08/russia-ukraine-trump-biden-intelligence-foreign-interference-election.html
[1] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=a_classic-iphone&no_nav=true
[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
[1] https://nymag.com/intelligencer/amp/2020/10/biden-emails-burisma-rudy-giulliani-russian-hackers-ukraine-new-york-post.html?utm_source=tw&utm_campaign=di&utm_medium=s1&__twitter_impression=true

Top URLs in Tweet in G9:
[765] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[11] https://trib.al/86eDWpF
[5] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw
[1] https://twitter.com/newtgingrich/status/1316877891133566977

Top URLs in Tweet in G10:
[621] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html
[56] https://www.washingtonpost.com/national-security/giuliani-biden-ukraine-russian-disinformation/2020/10/15/43158900-0ef5-11eb-b1e8-16b59b92b36d_story.html?tid=ss_tw
[25] https://www.nytimes.com/2020/10/14/us/politics/hunter-biden-ukraine-facebook-twitter.html
[6] https://trib.al/86eDWpF
[1] https://www.thedailybeast.com/trump-taps-rudy-giuliani-and-jay-sekulow-to-oversee-post-election-legal-battles
[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/Mo4NsiZM7l
[1] https://twitter.com/donaldjtrumpjr/status/1316848652657340418

Top Domains
Top Domains in Tweet in Entire Graph:
[14379] washingtonpost.com
[492] trib.al
[344] youtube.com
[283] twitter.com
[160] nws.mx
[110] nytimes.com
[61] thedailybeast.com
[43] nypost.com
[29] politifact.com
[28] co.uk

Top Domains in Tweet in G1:
[1967] washingtonpost.com
[1] trib.al

Top Domains in Tweet in G2:
[668] washingtonpost.com
[46] twitter.com
[24] youtube.com
[19] nypost.com
[12] trib.al
[8] justthenews.com
[8] thefederalist.com
[4] nytimes.com
[4] businessinsider.com
[3] co.uk

Top Domains in Tweet in G3:
[1715] washingtonpost.com
[8] trib.al
[6] thedailybeast.com
[2] medium.com
[2] cnn.com
[1] nytimes.com
[1] buzzfeednews.com
[1] politifact.com

Top Domains in Tweet in G4:
[1136] washingtonpost.com
[51] nytimes.com
[14] trib.al
[1] twitter.com

Top Domains in Tweet in G5:
[1351] washingtonpost.com
[19] trib.al
[1] thedailybeast.com
[1] twitter.com
[1] nymag.com
[1] bbc.com

Top Domains in Tweet in G6:
[624] washingtonpost.com
[369] trib.al
[160] nws.mx
[16] youtube.com
[5] twitter.com
[4] nytimes.com
[4] thedailybeast.com
[4] msn.com
[3] nymag.com
[3] renewedright.com

Top Domains in Tweet in G7:
[663] washingtonpost.com
[7] trib.al
[6] buzzfeednews.com

Top Domains in Tweet in G8:
[704] washingtonpost.com
[4] nydailynews.com
[3] trib.al
[3] nymag.com

Top Domains in Tweet in G9:
[770] washingtonpost.com
[11] trib.al
[1] twitter.com

Top Domains in Tweet in G10:
[678] washingtonpost.com
[25] nytimes.com
[6] trib.al
[1] thedailybeast.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[568] russian
[440] maga
[366] crookedjoebiden
[363] nbc
[316] ukraine
[240] putinspuppet
[236] comraderudy
[125] erictrumpsukrainescandal
[81] americafirst
[81] dobbs



Top Hashtags in Tweet in G1:
[10] toddlerinchief

Top Hashtags in Tweet in G2:
[502] russian
[425] maga
[357] nbc
[351] crookedjoebiden
[251] ukraine
[107] erictrumpsukrainescandal
[77] americafirst
[77] dobbs
[13] putinspuppet
[12] comraderudy

Top Hashtags in Tweet in G3:
[12] russian
[6] ukraine
[5] putinspuppet
[5] comraderudy
[2] erictrumpsukrainescandal
[1] giuliani
[1] mog

Top Hashtags in Tweet in G4:
[4] putinspuppet
[4] comraderudy
[4] russian
[2] ukraine
[1] theyknew

Top Hashtags in Tweet in G5:
[16] streisandeffect
[7] putinspuppet
[7] comraderudy
[4] russian
[2] ukraine

Top Hashtags in Tweet in G6:
[52] russia
[26] russian
[16] trump
[7] putinspuppet
[7] comraderudy
[5] ukraine
[4] thereidout
[3] maga
[3] americafirst
[3] dobbs

Top Hashtags in Tweet in G8:
[30] giuliani
[30] mog
[1] putinspuppet
[1] comraderudy

Top Hashtags in Tweet in G9:
[179] putinspuppet
[179] comraderudy
[1] theyknew

Top Hashtags in Tweet in G10:
[2] russian
[1] ukraine
[1] theyknew
[1] putinspuppet
[1] comraderudy

Top Words
Top Words in Tweet in Entire Graph:
[14232] russian
[12230] giuliani
[11990] trump
[11573] intelligence
[10508] target
[10099] operation
[10006] warned
[9508] house
[9425] white
[7830] misinformation

Top Words in Tweet in G1:
[1953] russian
[1944] trump
[1920] giuliani
[1912] intelligence
[1907] target
[1907] operation
[1902] white
[1902] feed
[1902] misinformation
[1901] house

Top Words in Tweet in G2:
[1323] ukraine
[1009] biden
[909] twitter
[838] trump
[810] giuliani
[785] intelligence
[558] realdonaldtrump
[519] joe
[502] #russian
[488] warned

Top Words in Tweet in G3:
[1716] russian
[1543] trump
[952] giuliani
[949] target
[899] operation
[890] rudy
[828] warned
[812] intelligence
[778] house
[774] white

Top Words in Tweet in G4:
[1828] intelligence
[1158] russian
[1075] giuliani
[1059] target
[1057] operation
[1028] warned
[1026] house
[1025] white
[864] rudy
[769] last

Top Words in Tweet in G5:
[1815] russian
[1393] rudy
[1130] trump
[1089] giuliani
[997] target
[982] operation
[712] officials
[658] told
[651] intel
[635] biden

Top Words in Tweet in G6:
[841] russian
[827] intelligence
[735] trump
[723] misinformation
[687] giuliani
[665] feed
[651] warned
[626] target
[610] house
[608] white

Top Words in Tweet in G7:
[684] russian
[654] trump
[643] giuliani
[643] target
[643] operation
[635] intelligence
[626] white
[626] house
[626] warned
[619] feed

Top Words in Tweet in G8:
[793] russian
[693] trump
[687] giuliani
[684] target
[684] operation
[678] white
[678] house
[677] intelligence
[657] warned
[634] feed

Top Words in Tweet in G9:
[413] russian
[375] intelligence
[371] giuliani
[333] target
[333] operation
[330] trump
[319] feed
[319] misinformation
[319] house
[318] warned

Top Words in Tweet in G10:
[707] russian
[672] trump
[663] giuliani
[639] intelligence
[635] target
[633] operation
[621] warned
[618] white
[618] house
[608] feed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9409] white,house
[9366] russian,intelligence
[9338] giuliani,target
[9017] target,russian
[8121] house,warned
[7629] warned,giuliani
[7491] feed,misinformation
[7471] misinformation,trump
[7337] intelligence,operation
[7314] operation,feed

Top Word Pairs in Tweet in G1:
[1910] russian,intelligence
[1907] target,russian
[1901] white,house
[1901] house,warned
[1901] warned,giuliani
[1900] giuliani,target
[1900] intelligence,operation
[1900] operation,feed
[1900] feed,misinformation
[1900] misinformation,trump

Top Word Pairs in Tweet in G2:
[510] joe,biden
[502] #russian,intelligence
[464] giuliani,target
[374] ukraine,story
[348] democrats,day
[348] day,far
[348] far,steve
[348] steve,scully
[348] scully,lied
[348] lied,twitter

Top Word Pairs in Tweet in G3:
[882] target,russian
[795] giuliani,target
[774] white,house
[698] russian,intelligence
[695] house,warned
[617] assets,ukraine
[616] warned,giuliani
[615] russian,assets
[612] friend,rudy
[612] rudy,worked

Top Word Pairs in Tweet in G4:
[1025] white,house
[1024] giuliani,target
[1024] russian,intelligence
[772] rudy,giuliani
[737] influence,operation
[734] last,year
[734] year,rudy
[732] breaking,wapo
[732] wapo,intelligence
[732] intelligence,agencies

Top Word Pairs in Tweet in G5:
[946] target,russian
[633] rudy,giuliani
[611] considered,contaminated
[610] trump,told
[609] national,security
[608] security,adviser
[608] anti,biden
[608] biden,info
[608] info,considered
[608] russian,disinformation

Top Word Pairs in Tweet in G6:
[608] white,house
[597] russian,intelligence
[577] house,warned
[572] target,russian
[571] giuliani,target
[545] intelligence,operation
[545] feed,misinformation
[541] operation,feed
[535] warned,giuliani
[528] misinformation,trump

Top Word Pairs in Tweet in G7:
[635] target,russian
[626] white,house
[626] giuliani,target
[626] russian,intelligence
[618] house,warned
[618] warned,giuliani
[618] intelligence,operation
[618] operation,feed
[618] feed,misinformation
[618] misinformation,trump

Top Word Pairs in Tweet in G8:
[678] white,house
[663] target,russian
[656] russian,intelligence
[636] house,warned
[634] operation,feed
[634] feed,misinformation
[634] misinformation,trump
[627] giuliani,target
[604] warned,giuliani
[604] intelligence,operation

Top Word Pairs in Tweet in G9:
[318] white,house
[315] russian,intelligence
[314] giuliani,target
[307] target,russian
[291] house,warned
[288] warned,giuliani
[285] intelligence,operation
[285] operation,feed
[285] feed,misinformation
[285] misinformation,trump

Top Word Pairs in Tweet in G10:
[627] target,russian
[626] russian,intelligence
[618] white,house
[616] giuliani,target
[608] house,warned
[608] warned,giuliani
[607] feed,misinformation
[607] misinformation,trump
[606] intelligence,operation
[606] operation,feed

Top Replied-To
Top Replied-To in Entire Graph:
@donaldjtrumpjr
@realdonaldtrump
@rudygiuliani
@greschenthaler
@robertjdenault
@seanhannity
@jordanschachtel
@joebiden
@gop
@thehill

Top Replied-To in G1:
@stevescalise

Top Replied-To in G2:
@donaldjtrumpjr
@realdonaldtrump
@jordanschachtel
@seanhannity
@joebiden
@gop
@erictrump
@repmattgaetz
@washtimes
@tuckercarlson

Top Replied-To in G3:
@atmebruhh
@nc_conservatism
@bishesbrew

Top Replied-To in G4:
@gvendacopy
@atrupar
@costanzaing

Top Replied-To in G5:
@hellocrandil
@kyledcheney
@housegop
@chrismegerian
@jim_jordan

Top Replied-To in G6:
@rudygiuliani
@newsmax
@dtcahill
@brithume
@joelpollak
@andrewhclark
@alexsalvinews
@chanelrion
@washingtonpost

Top Replied-To in G7:
@sentomcotton

Top Replied-To in G8:
@walshfreedom
@pierre_defecto

Top Replied-To in G10:
@nicolledwallace
@sarahbcalif

Top Mentioned
Top Mentioned in Entire Graph:
@jdawsey1
@realdonaldtrump
@nakashimae
@gregpmiller
@rudygiuliani
@joebiden
@shaneharris
@twitter
@shaunkraisman
@oann

Top Mentioned in G1:
@yamiche

Top Mentioned in G2:
@realdonaldtrump
@joebiden
@senronjohnson
@nypost
@sohrabahmari
@gop
@nbc
@savannahguthrie
@fbi
@jack

Top Mentioned in G3:
@jdawsey1
@nakashimae
@gregpmiller
@shaneharris
@joebiden
@badhorseoc
@andyswaff
@justinjm1
@natashabertrand
@repadamschiff

Top Mentioned in G4:
@hawleymo
@joebiden
@rudygiuliani
@lenmac1
@hangyizhou2020
@cbcnews
@kylegriffin1

Top Mentioned in G5:
@senategop
@joebiden
@jim_jordan
@olganyc1211
@mcnorski
@senronjohnson
@judiciarygop
@realdonaldtrump

Top Mentioned in G6:
@rudygiuliani
@shaunkraisman
@washingtonpost
@jdawsey1
@nakashimae
@gregpmiller
@shaneharris
@joebiden
@realdonaldtrump
@msnbc

Top Mentioned in G7:
@johncornyn

Top Mentioned in G8:
@natebell4ar
@walshfreedom
@davidafrench

Top Mentioned in G10:
@nicolledwallace
@joebiden

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@el_cooperante
@dichristine
@hrblock_21
@nblackthorne
@littlebytesnews
@mattmurph24
@cloudwanderer3
@cagney1991
@kat4obama

Top Tweeters in G1:
@inspiteoftrump
@bannerite
@blackphysicists
@geegeebythesea
@trixywh
@tigerbeat
@juju_da_gamer
@querre1
@jacquelinehine1
@tam_resist

Top Tweeters in G2:
@manmet80
@yymods
@lizditz
@princessbibirf_
@beverly21811568
@reuters
@radlein
@kingbiscuitsiu
@janet_yackle
@nwrmbing

Top Tweeters in G3:
@mattmurph24
@argojournal
@backstorymom1
@vedehimajumdar
@lisakbromley
@enrico056
@kristafrances
@markplackett1
@jorge_c_ny
@dawnarickelz

Top Tweeters in G4:
@rachel_mcrea
@ggg_says
@jhamby
@blueyvuitton
@kmjeezy
@only4rm
@houstonfan00
@chelsisright
@edsmith313
@kat223

Top Tweeters in G5:
@billm9
@katcapps
@fight4freedom72
@frecklesxx20
@estarianne
@tinamorphis
@boerneaj
@gwydion620
@wechoosewisdom
@knight201701

Top Tweeters in G6:
@missb62
@kat4obama
@joannecangal
@ungubunugu1274
@athenea_phalas
@hijcp
@world_news_eng
@sba1211
@briangrnotabot
@jeffersonobama

Top Tweeters in G7:
@sherrikuczeryk
@bmangh
@tshep42
@overunderclover
@naughtywriter2
@young_maymay
@pghdrew
@barb_swan
@steph56renee
@mnboss1

Top Tweeters in G8:
@mharvey816
@mog7546
@limeylizzie
@auntsophie1
@upuouo
@amb0306
@visionaryck
@princepetty415
@dbble5
@gyggy

Top Tweeters in G9:
@cagney1991
@awelab1956
@alllwftopic
@rockyintx
@ant95four
@politeperson123
@monicarivpin
@cryborg
@ethomas3915
@rmr11rock

Top Tweeters in G10:
@sddphoto
@marthalynneowe1
@kimvie
@castonchris
@sylviaz1913
@hockeyfangirl12
@mauraleelang
@maripuerta
@cathyjoegpt
@lanezane1