The graph represents a network of 16,473 Twitter users whose recent tweets contained "Trump Russia", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 25 April 2019 at 19:44 UTC.
The tweets in the network were tweeted over the 4-hour, 20-minute period from Thursday, 25 April 2019 at 13:04 UTC to Thursday, 25 April 2019 at 17:25 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
Vertices : 16473
Unique Edges : 21558
Edges With Duplicates : 1911
Total Edges : 23469
Self-Loops : 1410
Reciprocated Vertex Pair Ratio : 0.00317897134181059
Reciprocated Edge Ratio : 0.00633779501489855
Connected Components : 994
Single-Vertex Connected Components : 654
Maximum Vertices in a Connected Component : 14773
Maximum Edges in a Connected Component : 21782
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.621659
Graph Density : 7.79197548952534E-05
Modularity : 0.7399
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5416] donald,trump [3588] colluded,russia [3528] traitor,colluded [3525] pathological,liar [3522] s,cheater [3522] cheater,pathological [3522] liar,traitor [3520] trump,bad [3519] bad,person [3519] person,s Top Word Pairs in Tweet in G1:
[2807] s,cheater [2807] cheater,pathological [2807] pathological,liar [2807] liar,traitor [2807] traitor,colluded [2807] colluded,russia [2806] donald,trump [2805] russia,criminal [2805] criminal,made [2804] trump,bad Top Word Pairs in Tweet in G2:
[552] trump,russia [524] russia,collusion [387] lie,trump [386] tom,fitton [386] fitton,dnc [386] dnc,clinton [386] clinton,obama [386] obama,concocted [386] concocted,knowing [386] knowing,lie Top Word Pairs in Tweet in G3:
[1285] donald,trump [1107] trump,campaign [1075] russia,attacked [1071] attacked,democracy [1071] welcomed,help [1070] democracy,donald [1070] campaign,welcomed [1070] help,question [1070] question,now [1070] now,going Top Word Pairs in Tweet in G4:
[742] national,security [740] u,s [738] trump,team [737] exploited,russia [736] intelligence,experts [736] experts,trump [736] team,exploited [736] russia,way [736] way,harmed [736] harmed,u Top Word Pairs in Tweet in G5:
[122] hillary,clinton [102] clinton,warns [101] warns,dems [101] dems,impeachment [101] impeachment,push [101] push,'target [100] 'target,russian [100] russian,plot' [53] trump,russia [50] mueller,report Top Word Pairs in Tweet in G6:
[416] crimes,work [415] received,criticism [415] criticism,b [415] b,c [415] c,repubs [415] repubs,supporting [415] supporting,trump [415] trump,crimes [415] work,w [415] w,russians Top Word Pairs in Tweet in G7:
[175] georgian,businessman [175] businessman,texted [175] texted,michael [175] michael,cohen [175] cohen,salacious [175] salacious,trump [175] trump,tape [175] tape,claims [175] claims,heard [175] heard,rumor Top Word Pairs in Tweet in G8:
[410] dereliction,duty [410] duty,historical [410] historical,scale [410] scale,president [410] president,willfully [410] willfully,decided [410] decided,protect [410] protect,country [409] stengel,dereliction [409] country,fr Top Word Pairs in Tweet in G9:
[109] donald,trump [74] even,acknowledge [74] acknowledge,russia [74] russia,helped [73] sunday,kellyanne [73] kellyanne,conway [73] conway,wouldn [73] wouldn,t [73] t,even [73] helped,trump Top Word Pairs in Tweet in G10:
[467] critics,president [467] president,abusing [467] abusing,authority [467] authority,badly [467] badly,impeached [467] impeached,actions [467] actions,having [466] analysis,critics [455] nbcnews,analysis [455] having,nothi Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: