The graph represents a network of 4,886 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 09:01 UTC.
The tweets in the network were tweeted over the 1260-day, 0-hour, 21-minute period from Monday, 30 September 2019 at 23:37 UTC to Monday, 13 March 2023 at 23:59 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 : 4886
Unique Edges : 300
Edges With Duplicates : 10012
Total Edges : 10312
Number of Edge Types : 9
Retweet : 4861
MentionsInRetweet : 4930
Tweet : 75
Mentions : 73
Replies to : 98
MentionsInReplyTo : 220
Quote : 27
MentionsInQuote : 18
MentionsInQuoteReply : 10
Self-Loops : 105
Reciprocated Vertex Pair Ratio : 0.00587520259319287
Reciprocated Edge Ratio : 0.0116817724068479
Connected Components : 85
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 4630
Maximum Edges in a Connected Component : 9867
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.229561
Graph Density : 0.000208018146388633
Modularity : 0.293334
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,886 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 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 09:01 UTC.
The tweets in the network were tweeted over the 1260-day, 0-hour, 21-minute period from Monday, 30 September 2019 at 23:37 UTC to Monday, 13 March 2023 at 23:59 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:
[4715] january,6th [4714] o'keefe,exposes [4714] shocking,believe [4714] government,conspiracy [4714] conspiracy,frame [4714] 6th,protest [4714] citizens,january [4714] frame,citizens [4714] believe,james [4714] james,o'keefe Top Word Pairs in Tweet in G1:
[4702] government,conspiracy [4702] o'keefe,exposes [4702] james,o'keefe [4702] january,6th [4702] frame,citizens [4702] conspiracy,frame [4702] believe,james [4702] shocking,believe [4702] exposes,government [4702] citizens,january Top Word Pairs in Tweet in G2:
[29] christian,homeless [29] shelter,forced [29] homeless,shelter [29] disagree,religious [29] beliefs,clear [29] employees,disagree [29] forced,hire [29] religious,beliefs [29] hire,employees [28] adflegal,christian Top Word Pairs in Tweet in G3:
[14] #1a,#firstamendment [11] weinstein,bretweinstein [11] dr,bret [11] bretweinstein,dr [11] heather,heying [11] heying,heathereheying [11] asherpress,#1a [11] #firstamendment,terrorist [11] bret,weinstein [11] terrorist,dr Top Word Pairs in Tweet in G4:
[29] repmtg,gopoversight [22] violated,right [22] right,free [22] sorry,violated [22] free,speech [22] speech,clearly [21] right,replying [21] being,respected [21] shits,dumbass [21] merit,being Top Word Pairs in Tweet in G5:
[5] free,speech [3] monstrosity,#obama [3] quietly,modernized [3] free,press [3] modernized,2012 [3] school,district [3] #obama,quietly [3] propaganda,monstrosity [3] rampaging,#america [3] time,propaganda Top Word Pairs in Tweet in G6:
[13] legal,under [13] constitution,fight [13] defend,#1a [13] #1a,#firstamendment [13] fight,defend [13] #freespeech,legal [13] under,constitution [12] route66historic,#freespeech Top Word Pairs in Tweet in G7:
[4] watch,beebeejay22 [4] beebeejay22,watch [4] understanding,#firstamendment [4] watch,pound [4] pound,sources [4] big,understanding [4] sources,big [3] jakkro,gutfeldfox [3] gutfeldfox,planettyrus [3] dadavis65,watch Top Word Pairs in Tweet in G8:
[8] #firstamendment,#freespeech [8] scotus,#1a [8] #1a,#firstamendment [8] twitterfiles,going [8] going,scotus [8] breaking,twitterfiles [7] cheeseslave2,breaking Top Word Pairs in Tweet in G9:
[6] nodexl,jeremyhl [6] thartman2u,this0499154500 [6] michaelbathurst,thartman2u [6] jeremyhl,michaelbathurst [4] this0499154500,prconversations [3] network,data [3] long,term [3] data,nodexl [3] tweet,network [3] term,tweet Top Word Pairs in Tweet in G10:
[12] think,means [6] williecolon,edkrassen [6] read,#firstamendment [6] #firstamendment,recently [6] edkrassen,read [6] recently,think [6] means,think [5] thundercheese80,williecolon [4] free,speech [2] speech,book Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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:
Top Mentioned in G8:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: