The graph represents a network of 4,428 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, 22 July 2019 at 04:20 UTC.
The requested start date was Sunday, 21 July 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 3-hour, 14-minute period from Saturday, 20 July 2019 at 20:46 UTC to Sunday, 21 July 2019 at 00:00 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 : 4428
Unique Edges : 7880
Edges With Duplicates : 4817
Total Edges : 12697
Number of Edge Types : 3
Replies to : 3221
Mentions : 9404
Tweet : 72
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0.022396293027361
Reciprocated Edge Ratio : 0.0438113736915938
Connected Components : 40
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 4356
Maximum Edges in a Connected Component : 12630
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.391118
Graph Density : 0.000472739649465616
Modularity : 0.457295
NodeXL Version : 1.0.1.417
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[165] young,leaders [164] young,people [160] country,young [159] today,re [159] re,excited [159] excited,launch [159] launch,young [159] leaders,#forthepeople [159] #forthepeople,country [158] people,breaking Top Word Pairs in Tweet in G1:
[118] young,leaders [115] country,young [114] today,re [114] re,excited [114] excited,launch [114] launch,young [114] leaders,#forthepeople [114] #forthepeople,country [114] young,people [113] people,breaking Top Word Pairs in Tweet in G2:
[77] ewarren,kamalaharris [41] aoc,ilhanmn [34] ilhanmn,rashidatlaib [33] joebiden,betoorourke [33] betoorourke,ewarren [24] kamalaharris,berniesanders [24] kamalaharris,ewarren [23] speakerpelosi,senschumer [22] joebiden,kamalaharris [22] rashidatlaib,ayannapressley Top Word Pairs in Tweet in G3:
[71] kamalaharris,vanjones68 [65] speak,truth [65] truth,mpinoe [65] mpinoe,never [65] never,wanna [65] wanna,fight [65] fight,kamalaharris [65] vanjones68,nope [64] iansams,speak [64] nope,mpinoe Top Word Pairs in Tweet in G4:
[40] kamalaharris,cmclymer [22] kamalaharris,drhug [14] scarlettears3,kamalaharris [13] whipsgurl,kamalaharris [13] cmclymer,kamalaharris [10] kamalaharris,realdonaldtrump [9] kamalaharris,yes [9] brianrrs37,kamalaharris [9] designs_donn,whipsgurl [8] donaldjtrumpjr,racist Top Word Pairs in Tweet in G5:
[98] cromag_19,kamalaharris [93] kamalaharris,speaking [93] speaking,accountability [93] accountability,complaining [93] complaining,epstein [93] epstein,s [93] s,past [93] past,plea [93] plea,deal [14] armed,guards Top Word Pairs in Tweet in G6:
[39] 1776stonewall,kamalaharris [22] jbarrorconserv,kamalaharris [19] heat,stroke [18] kamalaharris,forgot [18] forgot,call [18] call,trump [18] trump,racist [18] racist,heat [13] pink_lady56,kamalaharris [13] elguapo64,kamalaharris Top Word Pairs in Tweet in G7:
[63] earlofenough,kamalaharris [39] tracilaw,earlofenough [25] gun,free [21] free,zones [19] kamalaharris,here [18] badfruit1776,kamalaharris [17] here,s [17] s,congress [17] congress,needs [17] needs,repeal Top Word Pairs in Tweet in G8:
[65] joy_villa,kamalaharris [56] babalancecom,joy_villa [51] the_lili_pad,babalancecom [49] kamalaharris,lowest [49] lowest,black [49] black,unemployment [49] unemployment,rates [49] rates,investing [49] investing,historic [49] historic,black Top Word Pairs in Tweet in G9:
[33] kamalaharris,senkamalaharris [11] marsha_vivinate,tweetmalena [8] kamala,harris [7] #kamala,harris [6] willie,brown [6] brown,s [6] s,wife [6] marcusedelstein,joebiden [5] tweetmalena,rashmigaur9 [5] rashmigaur9,ananavarro Top Word Pairs in Tweet in G10:
[70] dnc,joebiden [70] joebiden,kamalaharris [70] kamalaharris,senwarren [44] old_osc,dnc [10] old_osc,jbthomjohn [10] jbthomjohn,dnc [10] joesabin,old_osc [7] dunnclan,old_osc [6] senwarren,hello [6] hello,doing 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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