The graph represents a network of 4,946 Twitter users whose recent tweets contained "#FirstAmendment", 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 10:06 UTC.
The tweets in the network were tweeted over the 2486-day, 12-hour, 32-minute period from Sunday, 24 April 2016 at 12:02 UTC to Tuesday, 14 February 2023 at 00:35 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 : 4946
Unique Edges : 4065
Edges With Duplicates : 8919
Total Edges : 12984
Number of Edge Types : 9
Retweet : 2780
MentionsInRetweet : 4264
Replies to : 736
MentionsInReplyTo : 1389
Mentions : 1078
Tweet : 1347
Quote : 807
MentionsInQuote : 504
MentionsInQuoteReply : 79
Self-Loops : 1736
Reciprocated Vertex Pair Ratio : 0.0163134624180515
Reciprocated Edge Ratio : 0.0321032103210321
Connected Components : 565
Single-Vertex Connected Components : 262
Maximum Vertices in a Connected Component : 3413
Maximum Edges in a Connected Component : 10162
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.047127
Graph Density : 0.000272549193575755
Modularity : 0.499787
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,946 Twitter users whose recent tweets contained "#FirstAmendment", 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 10:06 UTC.
The tweets in the network were tweeted over the 2486-day, 12-hour, 32-minute period from Sunday, 24 April 2016 at 12:02 UTC to Tuesday, 14 February 2023 at 00:35 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 : #FirstAmendment
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:
[393] #trump2024,#maga [361] #firstamendment,#secondamendment [354] #1amendment,#firstamendment [353] #maga,#maga2024 [353] #presidentdonaldjtrump,#presidentdonaldjtrump2024 [353] #presidentdonaldjtrump2024,#1a [353] #usa2024,#donaldjtrump [353] #maga2024,#america [353] #usa,#usa2024 [353] #a1,#1amendment Top Word Pairs in Tweet in G1:
[353] #donaldjtrump,#donaldjtrump2024 [353] #maga,#maga2024 [353] #trump2024,#maga [353] #presidentdonaldjtrump,#presidentdonaldjtrump2024 [353] #usa,#usa2024 [353] #donaldjtrump2024,#presidentdonaldjtrump [353] #usa2024,#donaldjtrump [353] #maga2024,#america [353] #1a,#a1 [353] #presidentdonaldjtrump2024,#1a Top Word Pairs in Tweet in G2:
[218] jonathan,turley [218] incredibly,moody [218] moody,lashed [218] repdangoldman,snickers [218] turley,told [218] snickers,incredibly [218] someone,repdangoldman [218] lashed,jonathan [217] j9orange13,someone [217] told,#firstam Top Word Pairs in Tweet in G3:
[126] raped,child [125] against,granted [125] worked,launched [125] child,family [125] investigation,against [125] retaliatory,investigation [125] cps,worked [125] cop,raped [125] family,sued [125] launched,retaliatory Top Word Pairs in Tweet in G4:
[31] #literarysociety,#sciencefiction [31] #firstamendment,#literarysociety [26] first,amendment [14] freedom,speech [13] #2a,#firstamendment [12] #proudtobeamerican,#usafirst [12] #patriotism,#constitution [12] 01am,great [12] #america,#freedom [12] #liberty,#patriotism Top Word Pairs in Tweet in G5:
[65] releasing,#assange [65] joebiden,administration [65] #assange,joebiden [65] pose,champions [65] administration,pose [64] champions,#journalism [62] #journalism,defenders [62] espionage,act [58] times,guardian [58] monde,spiegel Top Word Pairs in Tweet in G6:
[19] free,speech [19] hold,accountable [18] adamkinzinger,hold [18] accountable,voicing [18] voicing,opinion [18] opinion,#firstamendment [17] toddheadleeaz,adamkinzinger [16] first,amendment [12] #freespeech,#firstamendment [10] valericax,twitter Top Word Pairs in Tweet in G7:
[35] obtained,body [35] correspondent,evanlamberttv [35] camera,footage [35] newsnation,correspondent [35] footage,arrest [35] body,camera [35] newsnation,obtained [35] arrest,newsnation [35] evanlamberttv,full [35] full,video Top Word Pairs in Tweet in G8:
[45] #firstamendment,rights [42] rights,schools [42] tinker,moines [42] community,school [42] independent,community [42] retain,#firstamendment [42] schools,tinker [42] students,retain [42] moines,independent [42] school,district Top Word Pairs in Tweet in G9:
[44] name,specific [44] protected,#firstamendment [44] third,americans [44] specific,rights [44] #firstamendment,third [44] rights,protected [43] thefireorg,name [43] americans,nam [30] #firstamendment,litigation [30] law,student Top Word Pairs in Tweet in G10:
[9] #firstamendment,violation [9] drop,newsmax [8] newsmax,removing [8] violation,directv [8] report,red [8] oann,last [8] red,flag [8] flag,#firstamendment [8] announces,drop [8] directv,announces Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
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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 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 G10: