The graph represents a network of 5,696 Twitter users whose tweets in the requested range contained "KamalaHarris", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 20 August 2019 at 04:29 UTC.
The requested start date was Sunday, 18 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 0-minute period from Friday, 16 August 2019 at 04:50 UTC to Saturday, 17 August 2019 at 07:51 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
Vertices : 5696
Unique Edges : 12513
Edges With Duplicates : 9115
Total Edges : 21628
Number of Edge Types : 3
Replies to : 2578
Mentions : 18788
Tweet : 262
Self-Loops : 262
Reciprocated Vertex Pair Ratio : 0.0128454381335926
Reciprocated Edge Ratio : 0.0253650510728731
Connected Components : 175
Single-Vertex Connected Components : 129
Maximum Vertices in a Connected Component : 5422
Maximum Edges in a Connected Component : 21347
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.813281
Graph Density : 0.000449678655631295
Modularity : 0.463673
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[483] kamalaharris,ppfa [299] kamalaharris,ewarren [257] ewarren,juliancastro [217] divide,country [215] juliancastro,corybooker [214] kamalaharris,trump [213] iamcardib,kamalaharris [206] uses,twitter [202] weapon,divide [200] kamalaharris,senwarren Top Word Pairs in Tweet in G1:
[202] kamalaharris,trump [195] uses,twitter [191] divide,country [187] trump,uses [182] twitter,weapon [181] weapon,divide [158] paper,ballots [139] hand,marked [130] marked,paper [113] wolf,blitzer Top Word Pairs in Tweet in G2:
[279] kamalaharris,ewarren [250] ewarren,juliancastro [213] juliancastro,corybooker [211] iamcardib,kamalaharris [141] ynb,iamcardib [82] corybooker,berniesanders [75] berniesanders,dnc [61] stacsgibuddhist,iamcardib [58] ynb,stacsgibuddhist [57] kamalaharris,joebiden Top Word Pairs in Tweet in G3:
[460] kamalaharris,ppfa [48] never,president [43] abstinence,free [40] aaronleuer,abstinence [38] reproductive,care [36] planned,parenthood [34] birth,control [33] ppfa,never [22] first,day [20] dtabaka1,kamalaharris Top Word Pairs in Tweet in G4:
[73] reason,s [73] s,banned [73] banned,california [73] california,large [73] large,part [73] part,kamalaharris [73] kamalaharris,still [73] still,come [73] come,site [73] site,call Top Word Pairs in Tweet in G5:
[185] kamalaharris,senwarren [182] senwarren,berniesanders [97] berniesanders,barackobama [82] dear,kamalaharris [78] larryelder,dear [73] larryelder,kamalaharris [54] michael,brown [41] berniesanders,yesterday [41] yesterday,called [41] called,cops Top Word Pairs in Tweet in G6:
[22] cbp,jeffmerkley [22] jeffmerkley,nytimes [22] nytimes,ifindkarma [22] ifindkarma,axidentaliberal [22] axidentaliberal,lfkraus [22] lfkraus,jomareewade [22] jomareewade,maydaymindy9 [22] maydaymindy9,theloyalo [22] theloyalo,immjusticenow [17] rachelmcgonagi1,cbp Top Word Pairs in Tweet in G7:
[12] don,t [8] cjritchie,don [8] t,sit [8] sit,around [8] around,complain [8] complain,things [8] things,something [8] something,#kamalaharris [8] #kamalaharris,#khive [8] #khive,more Top Word Pairs in Tweet in G8:
[21] benshapiro,kamalaharris [20] warriorwoman91,benshapiro [8] ewarren,kamalaharris [7] 2,jobs [7] took,3rd [7] 3rd,job [6] used,work [6] work,2 [6] jobs,took [6] job,working Top Word Pairs in Tweet in G9:
[40] senwarren,kamalaharris [40] kamalaharris,southernwayjim [40] southernwayjim,lvnancy [40] lvnancy,realbasedmaga [37] realbasedmaga,realmattcouch [37] skyrider4538,vfl2013 [35] realmattcouch,skyrider4538 [33] vfl2013,marktjay3 [33] marktjay3,fuctupmike [33] fuctupmike,rampage95_13fox Top Word Pairs in Tweet in G10:
[22] dnlhaller,cathype78176224 [22] isabel1170,johnp7 [22] johnp7,musser_benson [22] musser_benson,legalator [16] joannkennedycan,tonimccrary [15] truthsearch1957,joannkennedycan [15] darla_marlene,mkaz9800 [15] mkaz9800,ajokeronjack [15] ajokeronjack,foreclosureoz [15] foreclosureoz,sportpilot555 Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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