The graph represents a network of 5,702 Twitter users whose recent tweets contained "AOC", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 19:15 UTC.
The tweets in the network were tweeted over the 1500-day, 3-hour, 57-minute period from Thursday, 07 February 2019 at 20:03 UTC to Sunday, 19 March 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5702
Unique Edges : 3721
Edges With Duplicates : 13353
Total Edges : 17074
Number of Edge Types : 9
Retweet : 3384
MentionsInRetweet : 4747
MentionsInReplyTo : 5115
Replies to : 1505
Tweet : 447
Mentions : 537
Quote : 197
MentionsInQuote : 784
MentionsInQuoteReply : 358
Self-Loops : 676
Reciprocated Vertex Pair Ratio : 0.0190919674039581
Reciprocated Edge Ratio : 0.0374685857893534
Connected Components : 334
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 4777
Maximum Edges in a Connected Component : 15439
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.147266
Graph Density : 0.000269294998982069
Modularity : 0.436103
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,702 Twitter users whose recent tweets contained "AOC", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 19:15 UTC.
The tweets in the network were tweeted over the 1500-day, 3-hour, 57-minute period from Thursday, 07 February 2019 at 20:03 UTC to Sunday, 19 March 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : AOC
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[881] people,protest [880] asking,people [880] problem,trump [880] protest,problem [880] legal,sharpton [880] problem,protesting [880] trump,asking [880] protesting,legal [880] people,problem [879] w_terrence,people Top Word Pairs in Tweet in G1:
[311] war,pig [306] unapologetic,war [305] aoc,unapologetic [305] sure,aoc [305] case,weren [305] weren,sure [304] jimmy_dore,case [174] black,brown [154] jimmy_dore,aoc [136] aoc,trying Top Word Pairs in Tweet in G2:
[850] people,protest [849] trump,asking [849] asking,people [849] people,problem [849] protesting,legal [849] protest,problem [849] problem,protesting [849] legal,sharpton [849] problem,trump [848] sharpton,ma Top Word Pairs in Tweet in G3:
[27] pushes,college [27] college,penalizes [27] american,life [27] davidth11803117,joedwards1974 [27] life,pushes [27] everything,american [24] penalizes,forever [22] jl86265528,aspireparty [21] forever,debt [18] berniesanders,aoc Top Word Pairs in Tweet in G4:
[408] sarcasmstardust,aoc [406] aoc,holding [405] military,recruitment [404] recruitment,event [403] holding,military [403] fucking,vile [403] event,fucking [27] join,military [27] black,brown [26] trying,recruit Top Word Pairs in Tweet in G5:
[422] campaign,finance [421] violation,hillary [421] 2008,violation [421] indict,obama [421] hillary,funding [421] indicting,campaign [421] violations,indict [421] re,indicting [421] obama,2008 [421] finance,violations Top Word Pairs in Tweet in G6:
[286] far,right [241] organization,truth [241] truth,members [241] love,slandering [241] slandering,far [241] right,organization [241] detractors,love [241] members,supporters [240] againstgrmrs,detractors [205] againstgrmrs,aoc Top Word Pairs in Tweet in G7:
[19] sovereign,republic [10] #karakalpakstan,under [9] exist,contractual [9] republic,exist [9] republic,under [9] basis,#karakalpakstan [9] under,sovereign [9] contractual,basis [8] under,#uz [8] alsukhamittt,sovereign Top Word Pairs in Tweet in G8:
[6] left,aoc [5] british,aoc [5] starocci,brooks [4] aoc,carr [4] carr,starocci [4] kpc,라토 [3] yianni,aoc [3] amazônica,hd [3] allowed,jesse [3] re,dlc Top Word Pairs in Tweet in G9:
[12] pelosi,aoc [11] nancy,pelosi [9] roe,wade [9] take,streets [9] kamala,harris [9] maxine,waters [8] wade,over [8] start,2023 [8] pulling,massive [8] jeffries,pulling Top Word Pairs in Tweet in G10:
[14] vanessachester,lindsayames [14] hellopasternak,milanafanclub [14] hungrymantweets,vandenbergafb [14] mintmilana,hungrymantweets [14] vandenbergafb,vanessachester [14] lindsayames,helloooneyman [14] milanafanclub,mintmilana [8] joshruben,aoc [8] akilahobviously,kestrin [8] helloooneyman,sandeepparikh 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:
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Top Mentioned in G5:
Top Mentioned in G6:
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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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: