The graph represents a network of 6,204 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 09:18 UTC.
The tweets in the network were tweeted over the 2082-day, 9-hour, 56-minute period from Friday, 30 June 2017 at 14:03 UTC to Tuesday, 14 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 : 6204
Unique Edges : 3547
Edges With Duplicates : 11604
Total Edges : 15151
Number of Edge Types : 9
Retweet : 3697
MentionsInRetweet : 5015
MentionsInReplyTo : 4059
Replies to : 1536
Quote : 122
Tweet : 472
Mentions : 202
MentionsInQuote : 33
MentionsInQuoteReply : 15
Self-Loops : 710
Reciprocated Vertex Pair Ratio : 0.0299233669869846
Reciprocated Edge Ratio : 0.0581079485059643
Connected Components : 565
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 4416
Maximum Edges in a Connected Component : 11741
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.595388
Graph Density : 0.000220016873763688
Modularity : 0.528536
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,204 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 09:18 UTC.
The tweets in the network were tweeted over the 2082-day, 9-hour, 56-minute period from Friday, 30 June 2017 at 14:03 UTC to Tuesday, 14 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 : 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:
[2516] first,amendment [537] entire,government [536] government,agency [535] agency,cisa [535] leaders,programs [535] cisa,part [535] dhs,abolished [535] programs,flagrantly [535] part,dhs [535] abolished,leaders Top Word Pairs in Tweet in G1:
[489] dhs,abolished [489] leaders,programs [489] government,agency [489] cisa,part [489] entire,government [489] agency,cisa [489] programs,flagrantly [489] part,dhs [489] abolished,leaders [488] shellenbergermd,entire Top Word Pairs in Tweet in G2:
[241] first,amendment [138] biden,doj [138] young,man [138] 10,years [136] anti,hillary [136] hillary,memes [136] jail,young [136] doj,upped [136] upped,stakes [136] time,effort Top Word Pairs in Tweet in G3:
[185] first,amendment [21] threat,first [21] section,230 [20] aricohn,threat [17] estockbridge,thinkingsapien [17] digital_slime,sergiovengeance [17] newstyle303,estockbridge [16] sergiovengeance,section_230 [13] section_230,prog_r0k [12] amendment,rights Top Word Pairs in Tweet in G4:
[184] applied,law [184] 1a,scholar [184] volokh,explains [184] eminent,1a [184] explains,limit [184] law,applied [184] eugene,volokh [184] limit,law [184] scholar,eugene [183] law,limit Top Word Pairs in Tweet in G5:
[217] first,amendment [206] violated,first [205] government,materials [205] materials,transparency [205] carlson,exclusive [205] amendment,giving [205] mccarthy,violated [205] giving,carlson [205] access,government [205] exclusive,access Top Word Pairs in Tweet in G6:
[224] kanekoathegreat,robertkennedyjr [224] free,speech [223] speech,bedrock [222] robertkennedyjr,tells [222] start,censoring [222] tells,jimmy_dore [222] jimmy_dore,free [222] constitution,once [222] once,start [222] bedrock,constitution Top Word Pairs in Tweet in G7:
[171] expressing,voice [171] online,government [171] maintain,right [171] government,maintain [171] government,acts [171] voice,online [171] anyone,expressing [171] censor,anyone [171] right,censor [170] ericmmatheny,government Top Word Pairs in Tweet in G8:
[122] prince,harry [116] free,speech [115] aspen,digital [108] digital,trying [108] trying,mute [108] mute,free [108] hates,press [108] speech,hates [108] commissioner,aspen [108] harry,commissioner Top Word Pairs in Tweet in G9:
[121] combined,mostly [121] turn,44 [121] bad,apples [121] editors,turn [121] chaotic,wandering [121] apples,combined [121] wide,variety [121] wandering,wide [121] 000,hours [121] 44,000 Top Word Pairs in Tweet in G10:
[150] right,first [150] second,amendment [148] intentionally,passed [148] founders,intentionally [148] amendment,right [148] passed,second [137] recognition,one [137] first,recognition [136] tulsigabbard,founders [10] redheadedpat,founders Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: