The graph represents a network of 4,487 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, 25 August 2019 at 04:27 UTC.
The requested start date was Sunday, 25 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-hour, 56-minute period from Saturday, 24 August 2019 at 22:04 UTC to Sunday, 25 August 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 : 4487
Unique Edges : 6618
Edges With Duplicates : 3870
Total Edges : 10488
Number of Edge Types : 3
Mentions : 7454
Replies to : 2935
Tweet : 99
Self-Loops : 99
Reciprocated Vertex Pair Ratio : 0.0171040605823215
Reciprocated Edge Ratio : 0.0336328626444159
Connected Components : 46
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 4398
Maximum Edges in a Connected Component : 10374
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.393906
Graph Density : 0.000387009939349233
Modularity : 0.448116
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[307] kamalaharris,look [300] look,future [300] future,aka [256] kamalaharris,campaign [247] campaign,empowering [247] empowering,people [247] people,lift [247] lift,up [247] up,others [246] others,around Top Word Pairs in Tweet in G1:
[272] kamalaharris,look [268] look,future [268] future,aka [225] kamalaharris,campaign [220] campaign,empowering [220] empowering,people [220] people,lift [220] up,others [219] lift,up [219] others,around Top Word Pairs in Tweet in G2:
[61] ewarren,kamalaharris [24] kamalaharris,sengillibrand [23] petebuttigieg,kamalaharris [21] berniesanders,kamalaharris [20] kamalaharris,ewarren [18] ewarren,berniesanders [16] alex_kack,ewarren [15] kamalaharris,petebuttigieg [14] kamalaharris,amyklobuchar [14] kamalaharris,joebiden Top Word Pairs in Tweet in G3:
[128] therightmelissa,kamalaharris [117] thebradfordfile,kamalaharris [103] make,race [102] kamalaharris,again [102] again,american [102] american,race [102] race,color [102] color,creed [102] creed,know [102] know,want Top Word Pairs in Tweet in G4:
[58] willchamberlain,kamalaharris [28] fake,news [25] checkmatestate,kamalaharris [22] willchamberlain,vabvox [21] byp_100,kamalaharris [21] kamalaharris,cityofdurhamnc [20] blackwomenviews,#kamalaharris [19] timabc11,byp_100 [18] vabvox,kamalaharris [16] #khive,debate Top Word Pairs in Tweet in G5:
[27] canvassing,greenville [27] greenville,sc [27] sc,committed [27] committed,volunteer [27] volunteer,samuel [27] samuel,listen [27] listen,supports [27] supports,kamalaharris [26] douglasemhoff,canvassing [26] kamalaharris,#scforkamala Top Word Pairs in Tweet in G6:
[45] realdonaldtrump,nra [45] nra,rnc [45] rnc,ewarren [45] ewarren,kamalaharris [45] kamalaharris,donaldjtrumpjr [45] donaldjtrumpjr,ivankatrump [45] ivankatrump,whitehouse [45] whitehouse,seanhannity [20] pamelakruse4,kamalaharris [17] kamalaharris,babies Top Word Pairs in Tweet in G7:
[40] kamalaharris,tulsigabbard [37] bmcadory9,dnc [37] dnc,kamalaharris [30] hyannis1952,bmcadory9 [23] tulsigabbard,right [23] right,dems [23] dems,perfecting [23] perfecting,voter [22] alpipkin,hyannis1952 [22] voter,fraud Top Word Pairs in Tweet in G8:
[54] kamala,harris [44] harris,dumbfounded [44] dumbfounded,discovered [44] discovered,black [44] black,baby [44] baby,aborted [43] arthursamuelhu1,kamala [12] tell,teachers [12] teachers,venezuela [11] johntrumpfankjv,tell Top Word Pairs in Tweet in G9:
[27] liz_wheeler,kamalaharris [25] online,gun [23] kamalaharris,already [23] already,law [23] law,senator [23] senator,online [23] gun,purchases [23] purchases,go [23] go,through [23] through,ffl Top Word Pairs in Tweet in G10:
[23] made__usa,kamalaharris [13] stop,lying [12] wth,talking [12] talking,stop [11] katnandu,wth [10] loves,everyone [7] mrsmmtbeauty,kamalaharris [7] kamalaharris,maga [7] maga,loves [7] everyone,join 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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