The graph represents a network of 4,266 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 Sunday, 15 September 2019 at 04:22 UTC.
The requested start date was Sunday, 15 September 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 2-hour, 55-minute period from Saturday, 14 September 2019 at 21:06 UTC to Sunday, 15 September 2019 at 00:01 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 : 4266
Unique Edges : 7323
Edges With Duplicates : 4747
Total Edges : 12070
Number of Edge Types : 3
Mentions : 8944
Replies to : 2999
Tweet : 127
Self-Loops : 127
Reciprocated Vertex Pair Ratio : 0.0188036196967916
Reciprocated Edge Ratio : 0.0369131387703311
Connected Components : 55
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 4158
Maximum Edges in a Connected Component : 11948
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.435447
Graph Density : 0.000476462929161521
Modularity : 0.437385
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[188] kamala,harris [182] back,track [178] san,francisco [177] years,ago [176] track,program [171] debate,catch [171] catch,up [171] up,andrew [171] andrew,graduated [171] graduated,back Top Word Pairs in Tweet in G1:
[136] years,ago [134] san,francisco [133] debate,catch [133] catch,up [133] up,andrew [133] andrew,graduated [133] graduated,back [133] back,track [133] track,program [133] program,years Top Word Pairs in Tweet in G2:
[62] don,t [58] kamalaharris,#khive [57] making,sure [57] sure,seen [57] seen,one [57] one,kamalaharris [57] t,wait [56] douglasemhoff,making [56] answer,don [56] wait,ask Top Word Pairs in Tweet in G3:
[73] kamalaharris,joebiden [70] olivermcgee,retweet [57] retweet,kamalaharris [57] kamalaharris,colleague [57] colleague,senfeinstein [57] senfeinstein,hosts [57] hosts,fundraisers [57] fundraisers,joebiden [57] joebiden,harris [57] harris,s Top Word Pairs in Tweet in G4:
[113] sjs856,kamalaharris [102] kamala,harris [101] looked,up [101] up,kamala [101] harris,#kamalaharris [101] #kamalaharris,#drewcomments [101] #drewcomments,#presidentialdebate [101] #presidentialdebate,#hbcu [101] #hbcu,#blackwomen [101] #blackwomen,#prosecutor Top Word Pairs in Tweet in G5:
[28] josephbonuso,kamalaharris [16] emj_inc,josephbonuso [16] gotta,go [16] squawpass,kamalaharris [13] quancyclayborne,kamalaharris [13] kamalaharris,lscain3834 [12] bluemonalisa63,quancyclayborne [11] bendashper,kamalaharris [8] zzyzyvasmay,squawpass [8] josephbonuso,squawpass Top Word Pairs in Tweet in G6:
[56] tonetalks,kamalaharris [45] kamalaharris,focus [45] focus,agenda [45] agenda,items [45] items,black [45] black,america [45] america,demand [45] demand,reparations [45] reparations,black [45] black,agenda Top Word Pairs in Tweet in G7:
[16] jemelehill,andrewyang [16] andrewyang,kamalaharris [13] maisygrace,jemelehill [8] whoisandrewyang,maisygrace [5] neilkenes,maisygrace [4] ilhanmn,rashidatlaib [4] judicialwatch,tomfitton [3] kamalaharris,repadamschiff [3] rashidatlaib,ayannapressley [3] gotta,go Top Word Pairs in Tweet in G8:
[65] w_terrence,kamalaharris [19] leave,cheeseburger [19] cheeseburger,alone [19] alone,kamalaharris [19] kamalaharris,democrats [19] democrats,want [19] want,ban [19] ban,burgers [19] burgers,straws [19] straws,stand Top Word Pairs in Tweet in G9:
[120] michaelmalice,kamalaharris [71] kamalaharris,cnn [70] sayshuzzah,michaelmalice [63] cnn,comey [53] toddhildebran,sayshuzzah [27] johndoesoetoro,toddhildebran [27] msut777,toddhildebran [13] johndoesoetoro,sayshuzzah [9] kamalaharris,know [9] know,more Top Word Pairs in Tweet in G10:
[67] kamalaharris,lscain3834 [66] quancyclayborne,kamalaharris [42] lscain3834,russians [42] russians,meeting [42] meeting,taliban [42] taliban,bet [42] bet,talking [41] talking,str [12] ofbyopportunity,quancyclayborne [4] cutlerken71,quancyclayborne 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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