The graph represents a network of 4,931 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 10:06 UTC.
The tweets in the network were tweeted over the 2298-day, 1-hour, 9-minute period from Saturday, 19 November 2016 at 23:50 UTC to Tuesday, 07 March 2023 at 00:59 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 : 4931
Unique Edges : 3754
Edges With Duplicates : 8985
Total Edges : 12739
Number of Edge Types : 9
Retweet : 2897
MentionsInRetweet : 4382
Mentions : 914
Replies to : 788
MentionsInReplyTo : 1475
Tweet : 1228
Quote : 626
MentionsInQuote : 312
MentionsInQuoteReply : 117
Self-Loops : 1698
Reciprocated Vertex Pair Ratio : 0.0206316457705126
Reciprocated Edge Ratio : 0.0404291712019904
Connected Components : 621
Single-Vertex Connected Components : 288
Maximum Vertices in a Connected Component : 3303
Maximum Edges in a Connected Component : 9770
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.1528
Graph Density : 0.000264543190964314
Modularity : 0.497267
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,931 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 10:06 UTC.
The tweets in the network were tweeted over the 2298-day, 1-hour, 9-minute period from Saturday, 19 November 2016 at 23:50 UTC to Tuesday, 07 March 2023 at 00:59 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:
[329] first,amendment [260] #firstamendment,#secondamendment [248] #trump2024,#maga [247] #trump,#trump2024 [247] #maga,#maga2024 [247] #usa2024,#donaldjtrump [247] #maga2024,#america [247] #america2024,#usa [247] #usa,#usa2024 [247] #america,#america2024 Top Word Pairs in Tweet in G1:
[215] retaliatory,investigation [215] sued,cps [215] child,family [215] cop,raped [215] launched,retaliatory [215] cps,worked [215] worked,launched [215] against,granted [215] raped,child [215] investigation,against Top Word Pairs in Tweet in G2:
[26] first,amendment [24] sergiovengeance,ericowensdc [23] davidstonesfan,sergiovengeance [22] ericowensdc,stlhandyman [20] wandaspangler11,ghostofchaos420 [19] ghostofchaos420,veritatisetlum [18] free,speech [18] blog,series [18] veritatisetlum,davidstonesfan [14] usconst_amend_i,digital_slime Top Word Pairs in Tweet in G3:
[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 G4:
[34] first,amendment [30] #literarysociety,#sciencefiction [30] #firstamendment,#literarysociety [22] free,speech [21] #freespeech,#firstamendment [16] social,media [15] freedom,speech [13] #firstamendment,rights [10] #meta,#championsxespn [10] #filecoin,#myschoolpresidentfinalep Top Word Pairs in Tweet in G5:
[247] #maga,#maga2024 [247] #america2024,#usa [247] #usa,#usa2024 [247] #maga2024,#america [247] #usa2024,#donaldjtrump [247] #firstamendment,#secondamendment [247] #trump,#trump2024 [247] #america,#america2024 [247] #trump2024,#maga [246] #secondamendment,#2amendment Top Word Pairs in Tweet in G6:
[43] newsnation,correspondent [37] correspondent,evanlamberttv [35] body,camera [35] camera,footage [35] evanlamberttv,full [35] full,video [35] obtained,body [35] newsnation,obtained [35] arrest,newsnation [35] footage,arrest Top Word Pairs in Tweet in G7:
[73] state,govrondesantis [73] govrondesantis,explores [73] dissolve,constitutional [73] church,state [73] constitutional,separation [73] aiming,twist [73] explores,imposing [73] separation,church [73] twist,dissolve [72] imposing,chr Top Word Pairs in Tweet in G8:
[45] name,specific [45] specific,rights [45] rights,protected [45] third,americans [45] #firstamendment,third [45] protected,#firstamendment [44] americans,nam [44] thefireorg,name [35] first,amendment [19] fire,full Top Word Pairs in Tweet in G9:
[152] unconstitutional,takeover [152] takeover,usa [152] expose,continued [152] usa,watch [152] tonight,expose [152] join,tonight [152] watch,join [151] continued,coincidence [151] alisonsragepage,unconstitutional Top Word Pairs in Tweet in G10:
[25] support,#firstamendment [21] #firstamendment,#pressfreedom [21] loud,hailer [20] #pressfreedom,rights [20] hailer,person [20] rights,nytimes [20] use,loud [20] call,write [20] #firstamendment,#freeassange [20] #aggarland,publicly 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 G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: