The graph represents a network of 5,721 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 10:17 UTC.
The tweets in the network were tweeted over the 1539-day, 9-hour, 8-minute period from Tuesday, 30 October 2018 at 15:51 UTC to Tuesday, 17 January 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 : 5721
Unique Edges : 2058
Edges With Duplicates : 10402
Total Edges : 12460
Number of Edge Types : 9
Retweet : 3803
MentionsInRetweet : 4204
MentionsInReplyTo : 2481
Replies to : 1248
Quote : 114
Tweet : 419
Mentions : 148
MentionsInQuoteReply : 16
MentionsInQuote : 27
Self-Loops : 580
Reciprocated Vertex Pair Ratio : 0.0199816961561928
Reciprocated Edge Ratio : 0.0391804994765964
Connected Components : 483
Single-Vertex Connected Components : 131
Maximum Vertices in a Connected Component : 3956
Maximum Edges in a Connected Component : 9022
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.357345
Graph Density : 0.000204344685204675
Modularity : 0.497676
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,721 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 10:17 UTC.
The tweets in the network were tweeted over the 1539-day, 9-hour, 8-minute period from Tuesday, 30 October 2018 at 15:51 UTC to Tuesday, 17 January 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:
[2587] first,amendment [1709] take,look [1706] case,weren [1706] weren,aware [1705] look,re [1705] laurenboebert,case [1705] 118th,congress [1705] prioritizing,118th [1705] aware,democrats [1705] democrats,prioritizing Top Word Pairs in Tweet in G1:
[1558] case,weren [1558] weren,aware [1558] take,look [1557] aware,democrats [1557] congress,take [1557] democrats,prioritizing [1557] look,re [1557] laurenboebert,case [1557] 118th,congress [1557] prioritizing,118th Top Word Pairs in Tweet in G2:
[851] first,amendment [812] pnjaban,tell [811] tell,first [111] aware,democrats [111] congress,take [111] democrats,prioritizing [111] look,re [111] laurenboebert,case [111] 118th,congress [111] prioritizing,118th Top Word Pairs in Tweet in G3:
[233] first,amendment [189] lady,never [189] crazy,lady [189] heard,first [189] never,heard [188] proudelephantus,crazy [22] take,look [22] weren,aware [22] aware,democrats [22] prioritizing,118th Top Word Pairs in Tweet in G4:
[116] white,supremacy [106] acts,white [106] one,heart [106] defend,acts [106] heart,desires [106] maybe,one [106] desire,defend [106] supremacy,maybe [105] hand,desire [104] jacksonleetx18,hand Top Word Pairs in Tweet in G5:
[48] communicated,twitter [48] davidsacks,#twitterfiles [48] fbi,communicated [48] twitter,teleporter [48] breaking,davidsacks [48] revelations,fbi [48] #twitterfiles,revelations [48] teleporter,isn [47] bennyjohnson,breaking [35] first,amendment Top Word Pairs in Tweet in G6:
[109] first,amendment [16] free,speech [15] religious,freedom [10] amendment,rights [10] amendment,constitution [8] clause,first [8] amendment,free [7] linkedin,refuse [7] cowards,linkedin [7] trashing,first Top Word Pairs in Tweet in G7:
[70] first,amendment [19] repmtg,housegop [7] ronfilipkowski,disinformation [7] way,police [7] greatest,threat [7] church,state [7] disinformation,greatest [7] police,without [7] amendment,rights [7] ought,way Top Word Pairs in Tweet in G8:
[57] first,amendment [50] light,conservative [50] leading,light [50] intelligentsia,love [50] internally,consistent [50] conservative,legal [50] consistent,theories [50] legal,intelligentsia [50] love,rigorous [50] rigorous,internally Top Word Pairs in Tweet in G9:
[73] first,amendment [18] social,media [17] media,companies [17] case,demonstrating [17] big,tech [17] federal,government [17] top,officials [17] colluded,big [17] tech,social [17] demonstrating,top Top Word Pairs in Tweet in G10:
[84] first,amendment [13] free,speech [11] jackson,lee [11] sheila,jackson [9] stillgray,first [8] proving,believe [8] speech,first [8] keep,proving [8] dems,keep [8] believe,free 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 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:
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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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: