The graph represents a network of 5,129 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 10:06 UTC.
The tweets in the network were tweeted over the 2458-day, 12-hour, 54-minute period from Sunday, 24 April 2016 at 12:02 UTC to Tuesday, 17 January 2023 at 00:57 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 : 5129
Unique Edges : 3367
Edges With Duplicates : 8739
Total Edges : 12106
Number of Edge Types : 9
Retweet : 2762
MentionsInRetweet : 3579
Replies to : 955
MentionsInReplyTo : 1621
Tweet : 1258
Mentions : 761
Quote : 845
MentionsInQuote : 290
MentionsInQuoteReply : 35
Self-Loops : 1751
Reciprocated Vertex Pair Ratio : 0.014504697544091
Reciprocated Edge Ratio : 0.0285946385052803
Connected Components : 583
Single-Vertex Connected Components : 283
Maximum Vertices in a Connected Component : 3493
Maximum Edges in a Connected Component : 9183
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.217614
Graph Density : 0.000234016964499988
Modularity : 0.496068
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,129 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 10:06 UTC.
The tweets in the network were tweeted over the 2458-day, 12-hour, 54-minute period from Sunday, 24 April 2016 at 12:02 UTC to Tuesday, 17 January 2023 at 00:57 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:
[1152] #freespeech,#firstamendment [1026] still,#freespeech [1026] voice,use [1026] use,still [1024] thisiskyler,voice [498] #firstamendment,#secondamendment [446] #trump2024,#maga [445] #trump,#trump2024 [444] #maga,#maga2024 [444] #maga2024,#america Top Word Pairs in Tweet in G1:
[1018] #freespeech,#firstamendment [1016] voice,use [1016] use,still [1016] still,#freespeech [1015] thisiskyler,voice [3] first,amendment [2] thisiskyler,think Top Word Pairs in Tweet in G2:
[443] #donaldjtrump,#donaldjtrump2024 [443] #trump,#trump2024 [443] #maga,#maga2024 [443] #trump2024,#maga [443] #presidentdonaldjtrump,#presidentdonaldjtrump2024 [443] #usa,#usa2024 [443] #donaldjtrump2024,#presidentdonaldjtrump [443] #america2024,#usa [443] #usa2024,#donaldjtrump [443] #maga2024,#america Top Word Pairs in Tweet in G3:
[46] #firstamendment,#secondamendment [35] #freedom,#meme [35] #joerogan,#jordanpeterson [35] #fjb,#letsgobrandon [35] #trump,#elonmusk [35] #meme,#liberal [35] #secondamendment,#trump [35] #letsgobrandon,#feminism [35] #republican,#benshapiro [35] #jordanpeterson,#candaceowens Top Word Pairs in Tweet in G4:
[85] #scotus,denied [85] denied,cert [70] jth,cook [69] cook,8th [69] mn,ar [69] cir,nd [69] mo,ia [69] yesterday,#scotus [69] ij,case [69] ia,gov't Top Word Pairs in Tweet in G5:
[22] adam,schiff [19] #firstamendment,rights [13] schiff,unlawful [13] elonmusk,foxnews [13] foxnews,speakermccarthy [13] jonathanturley,elonmusk [13] set,bad [13] unlawful,behavior [13] unpunished,set [13] behavior,goes Top Word Pairs in Tweet in G6:
[45] adflegal,government [29] public,universities [28] violating,#firstamendment [25] government,retaliates [25] retaliates,against [23] someone,peacefully [23] peacefully,sharing [23] sharing,religious [23] beliefs,#firstamendment [23] against,someone Top Word Pairs in Tweet in G7:
[22] #freespeech,#firstamendment [21] facebook,youtube [20] #firstamendment,twitter [20] twitter,facebook [19] social,media [19] combat,#cancelculture [19] #constitutionalculture,#freespeech [19] #cancelculture,#constitutionalculture [18] fsfthinktank,combat [16] members,public Top Word Pairs in Tweet in G8:
[111] tds,still [111] thing,thank [111] god,free [111] speech,#firstamendment [111] thank,god [111] still,thing [111] free,speech [110] scott4maga,tds [11] involvement,jfk's [11] #jan6fbi,involvement Top Word Pairs in Tweet in G9:
[102] comments,please [102] thank,questions [102] raise,awareness [102] #firstamendment,lawsuit [102] help,raise [102] please,help [102] questions,comments [102] awareness,#firstamendment [100] lawsuit,#cal [100] picphysicians,thank Top Word Pairs in Tweet in G10:
[6] americans,side [6] re,faketriot [6] side,democracy [6] fault,re [6] faketriot,losers [6] majority,americans [6] democracy,fault [6] losers,somebody [5] tam_resist,majority [2] aimhighffw,mtsand3 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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:
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Top Tweeters in G10: