The graph represents a network of 6,067 Twitter users whose recent tweets contained "Elizabeth Warren", 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 15:49 UTC.
The tweets in the network were tweeted over the 4156-day, 6-hour, 1-minute period from Wednesday, 21 September 2011 at 18:54 UTC to Tuesday, 07 February 2023 at 00:55 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 : 6067
Unique Edges : 3066
Edges With Duplicates : 10351
Total Edges : 13417
Number of Edge Types : 9
Retweet : 2998
MentionsInRetweet : 3432
Tweet : 1006
MentionsInReplyTo : 3752
Replies to : 1719
Quote : 174
Mentions : 275
MentionsInQuote : 37
MentionsInQuoteReply : 24
Self-Loops : 1237
Reciprocated Vertex Pair Ratio : 0.0256784359498103
Reciprocated Edge Ratio : 0.0500711237553343
Connected Components : 904
Single-Vertex Connected Components : 382
Maximum Vertices in a Connected Component : 3515
Maximum Edges in a Connected Component : 8753
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.65738
Graph Density : 0.000191020036670413
Modularity : 0.526369
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,067 Twitter users whose recent tweets contained "Elizabeth Warren", 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 15:49 UTC.
The tweets in the network were tweeted over the 4156-day, 6-hour, 1-minute period from Wednesday, 21 September 2011 at 18:54 UTC to Tuesday, 07 February 2023 at 00:55 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 : Elizabeth Warren
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:
[4064] elizabeth,warren [617] warren,falsely [616] global,warming [615] earth,risk [615] called,global [615] risk,called [615] life,earth [615] warming,flies [615] falsely,claims [615] claims,life Top Word Pairs in Tweet in G1:
[630] elizabeth,warren [609] warming,flies [609] claims,life [609] life,earth [609] earth,risk [609] risk,called [609] called,global [609] warren,falsely [609] global,warming [609] falsely,claims Top Word Pairs in Tweet in G2:
[226] elizabeth,warren [105] american,indian [104] native,american [104] guns,really [104] really,native [104] warren,government [104] government,guns [103] armedveteran45,elizabeth [103] indian,woul [98] state,union Top Word Pairs in Tweet in G3:
[313] elizabeth,warren [33] warren,schooled [33] prompt,constitutional [33] contradicts,founding [33] schooled,prompt [33] constitutional,lesson [32] founding,document [32] making,demand [32] lesson,making [32] demand,contradicts Top Word Pairs in Tweet in G4:
[381] elizabeth,warren [245] katie,porter [229] warren,katie [144] black,women [140] side,eye [129] white,women [128] majority,black [128] women,allies [128] women,side [128] porter,reason Top Word Pairs in Tweet in G5:
[197] elizabeth,warren [58] joe,biden [55] george,santos [39] adam,schiff [36] resign,need [36] forced,resign [36] santos,forced [31] same,reason [29] richard,blumenthal [28] election,denier Top Word Pairs in Tweet in G6:
[175] elizabeth,warren [15] dinner,elizabeth [14] dinner,snake [14] ewarren,elizabeth [14] warren,premieres [14] useless,dinner [13] snake,progressives [13] 1230pm,watch [13] premieres,1230pm [13] progressives,useless Top Word Pairs in Tweet in G7:
[202] elizabeth,warren [197] administration,evil [197] bernie,sanders [197] sanders,elizabeth [197] evil,silence [197] dems,bernie [197] biden,administration [197] silence,dems [197] warren,evil [196] ajp_phd,biden Top Word Pairs in Tweet in G8:
[75] crypto,community [71] cointelegraph,senator [58] ed,go [58] wsj,ed [58] go,unnoticed [58] senator,warren's [58] warren's,wsj [58] unnoticed,crypto [57] regulated,securities [38] cryptocurrencies,regulated Top Word Pairs in Tweet in G9:
[144] elizabeth,warren [140] debt,ceiling [140] tax,cuts [139] cuts,wouldn [139] trillion,trump [139] warren,republicans [139] trump,tax [139] wouldn,need [139] hadn,spent [139] nearly,trillion Top Word Pairs in Tweet in G10:
[12] ladyoftheocean1,flattielover [12] paystara,blowitoutyourd1 [12] newsjunky2,gopisdirty [12] mistressredwasp,hil_81 [12] koacalifornia,gunfighterspock [12] reticulatingsp1,paystara [12] texas3talon,lightfighter24 [12] gopisdirty,dont_biame_me [12] annoyedtaurus,koacalifornia [12] bk_mccallum,dysinger Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: