The graph represents a network of 4,821 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 Monday, 15 April 2019 at 04:20 UTC.
The requested start date was Sunday, 14 April 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 13-hour, 42-minute period from Saturday, 13 April 2019 at 10:18 UTC to Sunday, 14 April 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 : 4821
Unique Edges : 10111
Edges With Duplicates : 4579
Total Edges : 14690
Number of Edge Types : 3
Mentions : 11159
Replies to : 3462
Tweet : 69
Self-Loops : 69
Reciprocated Vertex Pair Ratio : 0.0109489051094891
Reciprocated Edge Ratio : 0.0216606498194946
Connected Components : 59
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 4679
Maximum Edges in a Connected Component : 14554
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.429414
Graph Density : 0.00050066229953497
Modularity : 0.418204
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1656] kamalaharris,ilhanmn [387] human,rights [383] life,saving [383] basic,human [382] health,care [378] violation,basic [375] kamalaharris,horrifying [375] denying,life [375] saving,health [375] care,those Top Word Pairs in Tweet in G1:
[363] human,rights [360] basic,human [359] life,saving [358] health,care [358] violation,basic [355] denying,life [355] kamalaharris,horrifying [354] saving,health [353] care,those [353] those,incarcerated Top Word Pairs in Tweet in G2:
[1411] kamalaharris,ilhanmn [253] mmpadellan,kamalaharris [171] ilhanmn,colleagues [170] colleagues,aisle [170] aisle,senate [170] senate,cowed [170] cowed,fear [170] fear,racist [169] racist,chief [64] irateobserver,kamalaharris Top Word Pairs in Tweet in G3:
[242] kamalaharris,aoc [239] aoc,ilhanmn [91] joebiden,kamalaharris [85] kamalaharris,betoorourke [78] kamalaharris,ilhanmn [75] johnbrennan,joebiden [75] betoorourke,barackobama [74] barackobama,ewarren [74] kim,johnbrennan [73] ilhanmn,speakerpelosi Top Word Pairs in Tweet in G4:
[227] realdonaldtrump,speakerpelosi [227] gavinnewsom,kamalaharris [226] speakerpelosi,gavinnewsom [218] tomilahren,realdonaldtrump [36] tonyposnanski,tomilahren [16] kamalaharris,ilhanmn [11] kamalaharris,mean [11] krassenstein,tomilahren [9] mean,hard [9] hard,working Top Word Pairs in Tweet in G5:
[39] agreed,heartbeat [39] heartbeat,bill [39] bill,bullshit [38] mollyjongfast,agreed [20] mollyjongfast,kamalaharris [15] kamalaharris,billion [15] billion,times [5] kylegriffin1,petebuttigieg [5] petebuttigieg,ewarren [5] ewarren,kamalaharris Top Word Pairs in Tweet in G6:
[6] kamalaharris,ilhanmn [4] smoss319,kamalaharris [3] kamalaharris,susan [3] susan,right [3] right,obama [3] obama,created [3] created,terrorism [3] terrorism,racism [3] racism,deceived [3] deceived,entire Top Word Pairs in Tweet in G7:
[38] otohp,kamalaharris [12] jakedgoode,otohp [9] t_chaze,otohp [9] jdcpei,kamalaharris [5] kamalaharris,ilhanmn [5] t_chaze,jakedgoode [5] jakedgoode,t_chaze [4] alemark,jakedgoode [4] jakedgoode,saint_champagne [3] kamalaharris,exactly Top Word Pairs in Tweet in G8:
[50] kamalaharris,ilhanmn [42] ilhanmn,speakerpelosi [19] puestoloco,kamalaharris [18] grahamallen_1,kamalaharris [17] speakerpelosi,h [17] h,e [17] e,l [17] l,l [17] l,anybody [17] anybody,home Top Word Pairs in Tweet in G9:
[24] kamalaharris,nra [17] tinacar07548193,kamalaharris [16] nmenon777,tinacar07548193 [15] nra,cruz [15] cruz,member [15] member,jrotc [15] jrotc,program [15] program,stoneman [15] stoneman,douglas [15] douglas,high Top Word Pairs in Tweet in G10:
[11] kamalaharris,senkamalaharris [4] kamalaharris,ilhanmn [3] ask,kamalaharris [3] senkamalaharris,affair [3] affair,#sf [3] #sf,mayor [3] mayor,willie [3] willie,brown [3] brown,flaunting [3] flaunting,front 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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