The graph represents a network of 4,635 Twitter users whose tweets in the requested range contained "Emma4Change", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 February 2019 at 17:25 UTC.
The requested start date was Sunday, 24 February 2019 at 01:01 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 5-day, 22-hour, 44-minute period from Monday, 18 February 2019 at 02:09 UTC to Sunday, 24 February 2019 at 00:54 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 : 4635
Unique Edges : 11546
Edges With Duplicates : 7172
Total Edges : 18718
Number of Edge Types : 3
Mentions : 16953
Replies to : 1678
Tweet : 87
Self-Loops : 87
Reciprocated Vertex Pair Ratio : 0.0132887842660794
Reciprocated Edge Ratio : 0.0262290167865707
Connected Components : 44
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 4564
Maximum Edges in a Connected Component : 18652
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.424416
Graph Density : 0.000621269831958243
Modularity : 0.385401
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2795] davidhogg111,emma4change [1642] emma4change,suing [1642] suing,anyone [1599] remember,davidhogg111 [1584] anyone,crap [1583] crap,written [1583] written,right [1582] davidmweissman,remember [1582] right,d [775] friends,family Top Word Pairs in Tweet in G1:
[2592] davidhogg111,emma4change [1608] emma4change,suing [1608] suing,anyone [1566] remember,davidhogg111 [1551] anyone,crap [1550] crap,written [1550] written,right [1549] davidmweissman,remember [1549] right,d [626] davidmweissman,davidhogg111 Top Word Pairs in Tweet in G2:
[749] krost,new [749] new,york [749] york,designed [749] designed,shirt [749] shirt,honor [749] honor,friends [749] friends,family [749] family,lost [749] lost,last [749] last,valentine Top Word Pairs in Tweet in G3:
[100] emma4change,amarch4ourlives [69] davidhogg111,emma4change [64] emma4change,davidhogg111 [32] using,artivism [32] stop,breaking [32] breaking,hearts [32] hearts,gunlawssavelives [30] everyday,strive [30] strive,change [30] change,world Top Word Pairs in Tweet in G4:
[54] davidhogg111,emma4change [43] wh,take [42] taint,trump [42] trump,criminal [42] criminal,friends [42] friends,leave [42] leave,wh [42] take,decades [42] decades,2 [42] 2,disappear Top Word Pairs in Tweet in G5:
[190] cindisplace,craykain [127] mikey2020,artistspo [126] artistspo,black2thbone [125] black2thbone,cindisplace [124] emma4change,mikey2020 [109] palomacreative,emma4change [81] craykain,jennycohn1 [72] gaial6,emma4change [71] sr92637,cindisplace [68] dsa38,palomacreative Top Word Pairs in Tweet in G6:
[64] emma4change,davidhogg111 [60] realdonaldtrump,emma4change [59] jackposobiec,realdonaldtrump [54] l_a_d_j,jackposobiec [10] pamhaze,l_a_d_j [6] gun,violence [5] madg_lulu22,l_a_d_j [5] manipulating,liars [5] violence,gun [4] don,t Top Word Pairs in Tweet in G7:
[27] keithboykin,debramessing [27] debramessing,potus [23] roxierose481,keithboykin [22] davidhogg111,emma4change [17] potus,davidhogg111 [10] potus,shown [10] shown,more [10] more,compassion [10] compassion,towards [10] towards,maga Top Word Pairs in Tweet in G8:
[2] year,ago [2] school,shooting [2] gun,violence [2] iphone,ipad Top Word Pairs in Tweet in G9:
[4] colbertlateshow,theview [4] theview,rihanna [4] kimkardashian,taylorswift13 [4] taylorswift13,justinbieber [3] barackobama,latenightseth [3] latenightseth,colbertlateshow [3] rihanna,ava [3] ava,kimkardashian [2] justinbieber,katyperry Top Word Pairs in Tweet in G10:
[7] rednighthawkaks,kevinmjack [7] patriciapadauy,changetheref [6] kevinmjack,miguelpena_c [6] miguelpena_c,patriciapadauy [6] changetheref,sdanielsauthor [6] sdanielsauthor,emma4change [5] maswriter,rednighthawkaks [3] emma4change,emmabriedis [2] ff,rednighthawkaks 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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