The graph represents a network of 6,469 Twitter users whose recent tweets contained "First Amendment", 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 10:18 UTC.
The tweets in the network were tweeted over the 1845-day, 5-hour, 27-minute period from Thursday, 15 February 2018 at 19:32 UTC to Tuesday, 07 March 2023 at 01:00 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 : 6469
Unique Edges : 3784
Edges With Duplicates : 11236
Total Edges : 15020
Number of Edge Types : 9
Quote : 169
MentionsInQuote : 84
Replies to : 1752
MentionsInReplyTo : 4621
Tweet : 795
Retweet : 3178
MentionsInRetweet : 3950
Mentions : 419
MentionsInQuoteReply : 52
Self-Loops : 1091
Reciprocated Vertex Pair Ratio : 0.036048749198204
Reciprocated Edge Ratio : 0.0695889053987122
Connected Components : 899
Single-Vertex Connected Components : 320
Maximum Vertices in a Connected Component : 3858
Maximum Edges in a Connected Component : 9916
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.139471
Graph Density : 0.000193014149686632
Modularity : 0.52686
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,469 Twitter users whose recent tweets contained "First Amendment", 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 10:18 UTC.
The tweets in the network were tweeted over the 1845-day, 5-hour, 27-minute period from Thursday, 15 February 2018 at 19:32 UTC to Tuesday, 07 March 2023 at 01:00 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 : First Amendment
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:
[2540] first,amendment [676] loosening,gun [676] penned,several [676] including,nation [676] bills,loosening [676] first,anti [676] dahm,ok [676] ok,penned [676] anti,red [676] sen,nathan Top Word Pairs in Tweet in G1:
[666] dahm,ok [666] bills,loosening [666] including,nation [666] nation,first [666] nathan,dahm [666] state,sen [666] gun,restrictions [666] ok,penned [666] loosening,gun [666] restrictions,including Top Word Pairs in Tweet in G2:
[279] first,amendment [61] register,state [58] ron,desantis [54] violation,first [52] proposed,law [52] people,blogging [52] require,people [52] law,require [51] blogging,ron [51] desantis,register Top Word Pairs in Tweet in G3:
[306] indiscriminate,police [306] cop,city [306] city,festival [306] against,stop [306] police,seem [306] lashing,anyone [306] seem,lashing [306] goers,police [306] festival,goers [306] police,violence Top Word Pairs in Tweet in G4:
[269] first,amendment [28] amendment,rights [27] free,speech [26] amendment,right [26] public,university [18] community,invited [18] supports,fundamental [18] fundamental,first [18] ubuffalo,supports [18] university,ubuffalo Top Word Pairs in Tweet in G5:
[67] first,amendment [38] gun,purchases [38] discover,tracks [38] democrats,take [38] take,guns [38] tracks,gun [38] purchases,democrats [38] first,discover [37] jim_jordan,first [20] section,230 Top Word Pairs in Tweet in G6:
[131] first,amendment [41] cycles,controlling [41] stamping,woke [41] girls,cycles [41] think,tracking [41] woke,re [41] tracking,girls [41] women,stamping [41] rondesantisfl,liberty [41] liberty,think Top Word Pairs in Tweet in G7:
[183] conservatives,exercising [183] patriotic,conservatives [183] exercising,first [176] liar,fbi [176] fbi,targeted [176] frigging,liar [176] targeted,patriotic [176] knew,nothing [176] right,frigging [176] hey,knew Top Word Pairs in Tweet in G8:
[82] first,amendment [75] ron,desantis [72] amendment,rights [72] governor,ron [69] rights,freedoms [67] freedoms,florida [67] florida,bill [66] care,first [66] bill,force [66] desantis,care Top Word Pairs in Tweet in G9:
[134] bedrock,democracy [134] against,autocracy [134] speech,bedrock [134] fundamental,defense [134] autocracy,statism [134] defense,against [134] democracy,fundamental [134] free,speech [133] muskuniversity,free [2] first,amendment Top Word Pairs in Tweet in G10:
[48] first,amendment [33] never,learn [33] fire,elon [33] elon,never [29] learn,commie [28] commie,control [28] control,freaks [26] freaks,once [23] commie,always [23] always,commie Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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:
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Top Tweeters in G7:
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Top Tweeters in G10: