The graph represents a network of 6,125 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 10:18 UTC.
The tweets in the network were tweeted over the 2207-day, 4-hour, 38-minute period from Saturday, 28 January 2017 at 20:22 UTC to Tuesday, 14 February 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 : 6125
Unique Edges : 3035
Edges With Duplicates : 10642
Total Edges : 13677
Number of Edge Types : 9
Retweet : 3262
MentionsInRetweet : 3904
Replies to : 1701
MentionsInReplyTo : 3572
Tweet : 690
Mentions : 314
MentionsInQuote : 54
Quote : 135
MentionsInQuoteReply : 45
Self-Loops : 894
Reciprocated Vertex Pair Ratio : 0.0286597358808654
Reciprocated Edge Ratio : 0.0557224801966676
Connected Components : 728
Single-Vertex Connected Components : 270
Maximum Vertices in a Connected Component : 4049
Maximum Edges in a Connected Component : 9794
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.150041
Graph Density : 0.000195203881683307
Modularity : 0.52226
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,125 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 10:18 UTC.
The tweets in the network were tweeted over the 2207-day, 4-hour, 38-minute period from Saturday, 28 January 2017 at 20:22 UTC to Tuesday, 14 February 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:
[2905] first,amendment [1067] state,department [966] tax,dollars [951] using,tax [950] group,secretly [949] disinformation,tracking [949] department,using [949] dollars,fund [949] secretly,trying [949] fund,disinformation Top Word Pairs in Tweet in G1:
[889] using,tax [888] disinformation,tracking [888] secretly,trying [888] state,department [888] tax,dollars [888] tracking,group [888] dollars,fund [888] group,secretly [888] department,using [888] fund,disinformation Top Word Pairs in Tweet in G2:
[908] photo,yoel [908] yoel,roth [455] first,amendment [454] power,disregard [454] roth,power [454] disregard,first [454] answering,despicable [454] amendment,photo [454] roth,answering [453] femalesfortrump,photo Top Word Pairs in Tweet in G3:
[244] sos,maggie [244] maggie,toulouse [244] oliver,tied [244] toulouse,oliver [244] corrupt,sos [244] mexico,corrupt [243] twitter,illegal [243] suppression,scheme [243] speech,suppression [243] tied,twitter Top Word Pairs in Tweet in G4:
[198] first,amendment [61] amendment,rights [44] corrupt,sos [44] mexico,corrupt [44] toulouse,oliver [44] maggie,toulouse [43] tied,twitter [43] suppression,scheme [43] violates,first [43] speech,suppression Top Word Pairs in Tweet in G5:
[203] first,amendment [88] laptop,story [87] role,suppressing [87] amendment,during [87] raskin,schools [87] biden,laptop [87] republicans,first [87] rep,raskin [87] during,hearing [87] twitter's,role Top Word Pairs in Tweet in G6:
[83] first,amendment [14] amendment,rights [14] big,tech [12] dr,shiva's [11] free,speech [10] va_shiva,elonmusk [8] dr,shiva [7] gov't,big [7] shiva's,historic [7] censorship,infrastructure Top Word Pairs in Tweet in G7:
[154] manipulation,biden [154] admin,elon [154] musk,identified [154] censorship,media [154] more,censorship [154] unfreakinbelievable,more [154] biden,admin [154] another,obscure [154] elon,musk [154] identified,another Top Word Pairs in Tweet in G8:
[92] first,amendment [14] separation,church [14] clause,first [14] church,state [14] establishment,clause [14] amendment,rights [12] amendment,right [11] religious,freedom [10] became,establishment [10] guelphgirlchris,robbystarbuck Top Word Pairs in Tweet in G9:
[72] first,amendment [14] ll,take [14] characters,commercials [14] actors,reprising [14] beloved,characters [14] president,outlawing [14] first,act [14] commercials,ll [14] act,president [14] reprising,roles Top Word Pairs in Tweet in G10:
[121] first,amendment [62] mrstormymonday,laurenboebert [19] national,anthem [17] amendment,rights [11] zoejanexy,laurenboebert [10] laurenboebert,first [10] freedom,speech [10] mrstormymonday,zoejanexy [9] federal,government [6] time,place Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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:
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: