The graph represents a network of 5,198 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, 02 June 2019 at 04:20 UTC.
The requested start date was Sunday, 02 June 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, 19-minute period from Friday, 31 May 2019 at 04:37 UTC to Saturday, 01 June 2019 at 07:56 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 : 5198
Unique Edges : 9729
Edges With Duplicates : 5261
Total Edges : 14990
Number of Edge Types : 3
Mentions : 12449
Replies to : 2361
Tweet : 180
Self-Loops : 180
Reciprocated Vertex Pair Ratio : 0.00854239726643287
Reciprocated Edge Ratio : 0.0169400855920114
Connected Components : 109
Single-Vertex Connected Components : 89
Maximum Vertices in a Connected Component : 5060
Maximum Edges in a Connected Component : 14843
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.671309
Graph Density : 0.000415192030386015
Modularity : 0.457931
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[596] kamalaharris,s [564] white,male [562] another,white [562] male,reporter [562] asked,kamalaharris [562] obama,s [562] s,legacy [561] reporter,asked [561] s,heir [561] heir,obama Top Word Pairs in Tweet in G1:
[167] american,people [165] kamalaharris,trump [159] trump,s [157] s,plan [157] plan,slap [157] slap,massive [157] massive,tariffs [157] tariffs,mexico [157] mexico,precisely [157] precisely,warned Top Word Pairs in Tweet in G2:
[544] kamalaharris,s [539] white,male [538] another,white [538] male,reporter [538] obama,s [537] reporter,asked [537] asked,kamalaharris [537] s,heir [537] heir,obama [537] s,legacy Top Word Pairs in Tweet in G3:
[68] jayinslee,berniesanders [56] presidential,candidates [51] greenpeace,ranked [51] ranked,presidential [51] berniesanders,b [50] kamalaharris,amyklobuchar [38] kamalaharris,corybooker [33] ewarren,kamalaharris [28] b,corybooker [28] climate,plans Top Word Pairs in Tweet in G4:
[216] joebiden,drbiden [179] beau,biden [178] kamalaharris,thinking [178] thinking,joebiden [178] drbiden,entire [178] entire,biden [178] biden,family [178] family,today [178] today,beau [178] biden,friend Top Word Pairs in Tweet in G5:
[20] scarlettrabe,kamalaharris [19] deeroy,kamalaharris [17] rhowardbrowne,kamalaharris [15] kamalaharris,call [15] call,nancy [15] nancy,pelosi [15] pelosi,leave [15] leave,voicemail [15] _____________dh,kamalaharris [12] twirtz3,kamalaharris Top Word Pairs in Tweet in G6:
[154] caseytolan,repbarbaralee [96] repbarbaralee,kamalaharris [73] kamalaharris,#cadem [72] progressive,caucus [71] repbarbaralee,gives [71] gives,passionate [71] passionate,pitch [71] pitch,kamalaharris [71] #cadem,progressive [71] caucus,s Top Word Pairs in Tweet in G7:
[24] huffpost,kamalaharris [20] facebook,joyannreid [20] joyannreid,maddow [20] maddow,keitholbermann [20] keitholbermann,funder [20] funder,huffpost [20] kamalaharris,maxinewaters [20] maxinewaters,1creightonleigh [11] crankyytlady,facebook [11] 1creightonleigh,knflkkollec Top Word Pairs in Tweet in G8:
[4] won,t [2] class,act [2] one,another [2] t,even [2] america,s [2] anti,semitism [2] party,party [2] usdemocracy1,#kamalaharris [2] #kamalaharris,#justinamash [2] #justinamash,done Top Word Pairs in Tweet in G9:
[31] loriinutah,kamalaharris [5] real_romagoth,loriinutah [5] kamalaharris,m [4] loriinutah,can2geterdone [4] can2geterdone,kamalaharris [4] kamalaharris,never [4] never,president [4] m,hearing [4] hearing,kamalaharris [4] kamalaharris,complete Top Word Pairs in Tweet in G10:
[3] mtobiasneely,metoostem [3] metoostem,jhumetoo [3] jhumetoo,profsharona [3] profsharona,annolivarius [3] annolivarius,darakass [3] darakass,maddow [3] maddow,cwolinetznih [3] cwolinetznih,sunychancellor [2] charter4values,mtobiasneely [2] sunychancellor,nlmdirec Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: