The graph represents a network of 4,272 Twitter users whose recent tweets contained "aspenideas", 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 17:47 UTC.
The tweets in the network were tweeted over the 2791-day, 9-hour, 36-minute period from Friday, 26 June 2015 at 14:16 UTC to Wednesday, 15 February 2023 at 23:52 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 : 4272
Unique Edges : 5422
Edges With Duplicates : 11820
Total Edges : 17242
Number of Edge Types : 9
Mentions : 2175
Replies to : 1086
MentionsInReplyTo : 3891
Retweet : 2922
MentionsInRetweet : 6071
MentionsInQuote : 410
Quote : 268
Tweet : 273
MentionsInQuoteReply : 146
Self-Loops : 674
Reciprocated Vertex Pair Ratio : 0.0481313075302207
Reciprocated Edge Ratio : 0.0918421331076077
Connected Components : 79
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 4134
Maximum Edges in a Connected Component : 17033
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.871338
Graph Density : 0.00051798471882051
Modularity : 0.397374
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,272 Twitter users whose recent tweets contained "aspenideas", 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 17:47 UTC.
The tweets in the network were tweeted over the 2791-day, 9-hour, 36-minute period from Friday, 26 June 2015 at 14:16 UTC to Wednesday, 15 February 2023 at 23:52 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 : aspenideas
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:
[216] great,big [215] lifting,filibuster [215] take,great [215] breath,risk [215] filibuster,constitutional [215] big,breath [215] risk,lifting [215] personally,believe [215] constitutional,issues [213] democrats,take Top Word Pairs in Tweet in G1:
[136] filibuster,constitutional [136] big,breath [136] democrats,take [136] believe,democrats [136] take,great [136] constitutional,issues [136] personally,believe [136] risk,lifting [136] great,big [136] breath,risk Top Word Pairs in Tweet in G2:
[32] jonhaidt,shares [32] social,media [31] danporterfield,aspenideas [30] aspeninstitute,danporterfield [29] #aspenideas,festival [24] media,jonhaidt [24] harden,democratic [24] democratic,institutions [24] pressures,social [24] institutions,less Top Word Pairs in Tweet in G3:
[188] aspenideas,hillaryclinton [125] nbcnews,aspenideas [83] aspenideas,madeleine [79] indispensable,country [79] video,nbcnews [79] state,hillaryclinton [79] aspenideas,panel [79] reflects,life [79] madeleine,believed [79] former,national Top Word Pairs in Tweet in G4:
[185] david,putrino [182] important,things [182] things,know [182] know,#longcovid [182] #aspenideashealth,single [182] phd,discusses [182] putrino,phd [182] discusses,three [182] #longcovid,#aspenideashealth [182] three,important Top Word Pairs in Tweet in G5:
[14] #seeyounow,episode [13] aspenideas,discuss [13] starts,small [13] aspenideas,improved [13] honored,share [13] small,honored [13] improved,#publichealth [13] share,aspenideas [13] america,big [13] big,change Top Word Pairs in Tweet in G6:
[70] sherriewestin,billbrowder [67] billbrowder,aspenideas [66] lewrakowsky,darthrevan1999 [39] ',idashboard [39] siberianexpr,sherriewestin [39] compelling,interesting [39] criminals,always [39] idashboard,compelling [39] true,' [39] adopters,true Top Word Pairs in Tweet in G7:
[15] alainamwood,aspenideas [13] climate,summit [12] leaders,climate [12] susanprichard10,pyrogeographer [12] 18,25 [12] future,leaders [11] 2023,participants [11] miami,beach [11] aspen,ideas [11] participants,ages Top Word Pairs in Tweet in G8:
[3] prosperity,slaughteram [3] policy,action [3] sustainable,prosperity [3] routes,sustainable [3] industrial,policy [3] action,routes [2] timdraper,startupweekend [2] invited,teach [2] aspenideas,invited [2] black,global Top Word Pairs in Tweet in G9:
[8] whose,congregation [8] bobo,prayed [8] colorado,bobo [8] congregation,applauded [8] church,whose [8] white,supremacist [8] rep,colorado [8] applauded,white [8] here's,church [8] supremacist,rep Top Word Pairs in Tweet in G10:
[91] false,narratives [90] medusa,lies [89] generated,19 [89] narratives,mh17 [89] 19,different [89] different,false [89] ru's,medusa [89] lies,generated [88] remember,mh17 [88] mh17,ru's 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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