The graph represents a network of 5,758 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 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 10:17 UTC.
The tweets in the network were tweeted over the 1704-day, 5-hour, 18-minute period from Friday, 11 May 2018 at 19:42 UTC to Tuesday, 10 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 : 5758
Unique Edges : 2841
Edges With Duplicates : 11028
Total Edges : 13869
Number of Edge Types : 9
Retweet : 4097
MentionsInRetweet : 5646
Replies to : 994
MentionsInReplyTo : 2455
Tweet : 355
Quote : 89
Mentions : 179
MentionsInQuote : 35
MentionsInQuoteReply : 19
Self-Loops : 469
Reciprocated Vertex Pair Ratio : 0.0182350592306668
Reciprocated Edge Ratio : 0.0358169934640523
Connected Components : 426
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 4336
Maximum Edges in a Connected Component : 11140
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.690485
Graph Density : 0.000230777542937746
Modularity : 0.518733
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,758 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 1/9/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 10:17 UTC.
The tweets in the network were tweeted over the 1704-day, 5-hour, 18-minute period from Friday, 11 May 2018 at 19:42 UTC to Tuesday, 10 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:
[3175] first,amendment [1532] white,house [1179] social,media [824] adam,schiff [819] violated,first [796] uphold,constitution [796] oath,uphold [796] rep,adam [795] amendment,arguably [795] constitution,2020 Top Word Pairs in Tweet in G1:
[727] first,amendment [715] violated,first [712] amendment,arguably [712] constitution,2020 [712] rep,adam [712] schiff,ca [712] arguably,oath [712] uphold,constitution [712] adam,schiff [712] ca,violated Top Word Pairs in Tweet in G2:
[536] first,amendment [501] violates,first [501] amendment,biden [501] house,pressuring [501] clear,white [501] let's,clear [501] censor,conservatives [501] white,house [501] pressuring,tech [501] tech,censor Top Word Pairs in Tweet in G3:
[463] social,media [460] media,censorship [460] political,opponents [460] administration,demanding [460] biden,administration [460] continues,build [460] direct,evidence [460] opponents,continues [460] evidence,biden [460] censorship,political Top Word Pairs in Tweet in G4:
[460] first,amendment [449] white,house [443] social,media [440] collusion,big [440] amendment,collusion [440] big,tech [440] more,white [440] tech,social [440] breaching,first [440] routinely,breaching Top Word Pairs in Tweet in G5:
[336] white,house [329] leftylockdowns1,akheriaty [323] censorship,machine [323] covid,censorship [323] house,covid [322] machine,leftylockdowns1 [320] wh,exerted [320] akheriaty,newly [320] newly,released [320] released,emails Top Word Pairs in Tweet in G6:
[155] social,media [151] media,companies [150] censored,social [150] administration,censored [150] vaccine,debate [150] potus,re [150] side,vaccine [150] one,side [150] suppressing,one [150] re,administration Top Word Pairs in Tweet in G7:
[167] tuckercarlson,tomilahren [162] white,house [149] telling,facebook [149] facebook,censor [149] censor,tuckercarlson [149] email,white [148] digital,director [148] director,rflaherty46 [148] rflaherty46,telling [148] house,digital Top Word Pairs in Tweet in G8:
[228] first,amendment [212] amendment,government [212] systematically,violate [212] impunity,biden [212] point,first [212] government,systematically [212] violate,impunity [212] biden,regime [211] bucksexton,point [29] ozone,depletion Top Word Pairs in Tweet in G9:
[125] first,amendment [27] amendment,rights [23] free,speech [12] social,media [12] twitter,files [11] alexberenson,us_fda [10] white,house [10] us_fda,elonmusk [10] violation,first [10] elonmusk,twitter Top Word Pairs in Tweet in G10:
[149] hobbs,promoting [149] clearly,against [149] people,arizona [149] promoting,forced [149] katie,hobbs [149] speech,people [149] contrast,katie [149] arizona,clearly [149] forced,speech [147] drandrewjackson,contrast Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: