The graph represents a network of 4,474 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 Thursday, 19 September 2019 at 02:15 UTC.
The requested start date was Thursday, 19 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, 50-minute period from Wednesday, 18 September 2019 at 21:10 UTC to Thursday, 19 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 : 4474
Unique Edges : 8876
Edges With Duplicates : 4000
Total Edges : 12876
Number of Edge Types : 3
Replies to : 2231
Mentions : 10537
Tweet : 108
Self-Loops : 108
Reciprocated Vertex Pair Ratio : 0.0123308270676692
Reciprocated Edge Ratio : 0.0243612596553773
Connected Components : 52
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 4362
Maximum Edges in a Connected Component : 12757
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.395063
Graph Density : 0.000504592148330304
Modularity : 0.459285
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[696] time,choose [694] choose,kids [688] kids,nra [686] mitch,mcconnell [686] mcconnell,time [686] nra,watch [686] watch,new [686] new,giffordscourage [686] giffordscourage,ad [686] ad,now Top Word Pairs in Tweet in G1:
[256] kamalaharris,s [129] reproductive,rights [126] extreme,statement [123] under,attack [123] s,extreme [123] statement,people [122] people,constant [121] right,now [121] constant,attacks [121] attacks,reproductive Top Word Pairs in Tweet in G2:
[654] time,choose [652] choose,kids [646] kids,nra [645] kamalaharris,mitch [645] mitch,mcconnell [645] mcconnell,time [645] nra,watch [645] watch,new [645] new,giffordscourage [645] giffordscourage,ad Top Word Pairs in Tweet in G3:
[94] notcapnamerica,kamalaharris [78] kamalaharris',husband [74] apologies,#doughive [74] #doughive,already [74] already,knew [74] knew,kamalaharris' [74] husband,tells [74] tells,main [74] main,project [73] jakelahut,apologies Top Word Pairs in Tweet in G4:
[29] ewarren,kamalaharris [24] kamalaharris,corybooker [23] kamalaharris,betoorourke [21] joebiden,ewarren [20] andrewyang,kamalaharris [20] berniesanders,kamalaharris [19] betoorourke,petebuttigieg [19] kamalaharris,joebiden [18] gavinnewsom,kamalaharris [18] kamalaharris,senfeinstein Top Word Pairs in Tweet in G5:
[120] kamalaharris,sandyhook [44] pikachuserena,kamalaharris [24] johndeeks4,kamalaharris [23] icechoclate,johndeeks4 [14] chrisslovacek,icechoclate [13] virginiabloom9,kamalaharris [11] don,t [11] lak1321,kamalaharris [10] holy,shit [9] _rightreason,virginiabloom9 Top Word Pairs in Tweet in G6:
[90] trumpstudents,kamalaharris [72] kamalaharris,kamala [72] kamala,corrupt [72] corrupt,prosecutor [72] prosecutor,harris [72] harris,coming [72] coming,city [72] city,near [28] ryanafournier,kamalaharris [27] trumpstudents,ryanafournier Top Word Pairs in Tweet in G7:
[5] kamalaharris,ivankatrump [4] coxeanne,kamalaharris [4] wolfmonkey10,kamalaharris [4] ashcraft510,kamalaharris [4] kamala,harris [3] debiiidoo,coxeanne [3] kamalaharris,m [3] talalachris,kamalaharris [3] debiiidoo,wolfmonkey10 [3] reliccatholic,mike_magg4857 Top Word Pairs in Tweet in G8:
[10] mmpadellan,kamalaharris [7] jewhaditm,kamalaharris [7] sylvanfleur,timothypcarter1 [7] timothypcarter1,kamalaharris [6] joerooney1,sylvanfleur [5] kamalaharris,even [5] even,trust [5] trust,respect [5] respect,words [5] words,sitting Top Word Pairs in Tweet in G9:
[41] kamala,harris [41] harris,perpetuates [41] perpetuates,racist [41] racist,stereotype [41] stereotype,people [41] people,color [41] color,poor [41] poor,https [41] https,t [41] t,co Top Word Pairs in Tweet in G10:
[6] flywithkamala,kamalaharris [5] cdonatac,kamalaharris [4] kamala,harris [4] kamalaharris,chriscuomo [3] avalongarvey,kamalaharris [2] laetisha75,kamalaharris [2] kamalaharris,sure [2] hairpolice951,kamalaharris [2] kdms,flywithkamala [2] rickmayhem,flywithkamala 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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