The graph represents a network of 4,251 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 17:32 UTC.
The tweets in the network were tweeted over the 2784-day, 6-hour, 57-minute period from Friday, 26 June 2015 at 14:16 UTC to Wednesday, 08 February 2023 at 21:14 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 : 4251
Unique Edges : 5409
Edges With Duplicates : 11842
Total Edges : 17251
Number of Edge Types : 9
Mentions : 2162
Replies to : 1091
MentionsInReplyTo : 3904
Retweet : 2929
MentionsInRetweet : 6087
MentionsInQuote : 394
Quote : 268
Tweet : 266
MentionsInQuoteReply : 150
Self-Loops : 661
Reciprocated Vertex Pair Ratio : 0.0480470483799379
Reciprocated Edge Ratio : 0.0916887241926946
Connected Components : 77
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 4115
Maximum Edges in a Connected Component : 17041
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.874514
Graph Density : 0.000522783566496465
Modularity : 0.391688
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,251 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 17:32 UTC.
The tweets in the network were tweeted over the 2784-day, 6-hour, 57-minute period from Friday, 26 June 2015 at 14:16 UTC to Wednesday, 08 February 2023 at 21:14 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:
[240] personally,believe [239] great,big [238] lifting,filibuster [238] take,great [238] breath,risk [238] filibuster,constitutional [238] big,breath [238] risk,lifting [238] constitutional,issues [236] democrats,take Top Word Pairs in Tweet in G1:
[154] personally,believe [152] filibuster,constitutional [152] big,breath [152] democrats,take [152] believe,democrats [152] take,great [152] constitutional,issues [152] aspenideas,personally [152] risk,lifting [152] great,big Top Word Pairs in Tweet in G2:
[196] aspenideas,hillaryclinton [127] nbcnews,aspenideas [94] aspenideas,madeleine [87] reflects,life [87] exceptional,indispensable [87] madeleine,believed [87] indispensable,country [87] country,hillaryclinton [87] believed,america [87] hillaryclinton,reflects Top Word Pairs in Tweet in G3:
[188] david,putrino [185] #longcovid,#aspenideashealth [185] #aspenideashealth,single [185] putrino,phd [185] know,#longcovid [185] important,things [185] things,know [185] three,important [185] discusses,three [185] phd,discusses Top Word Pairs in Tweet in G4:
[34] c_c_krebs,stephen_richer [34] aspenideas,c_c_krebs [29] social,media [28] jonhaidt,shares [23] less,responsive [23] harden,democratic [23] democratic,institutions [23] media,jonhaidt [23] aspenideas,harden [23] responsive,pressures Top Word Pairs in Tweet in G5:
[16] aspenideas,discuss [14] #seeyounow,episode [13] improved,#publichealth [13] aspenideas,improved [13] starts,small [13] big,change [13] change,starts [13] small,honored [13] america,big [13] honored,share Top Word Pairs in Tweet in G6:
[71] 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:
[3] industrial,policy [3] policy,action [3] prosperity,slaughteram [3] action,routes [3] routes,sustainable [3] sustainable,prosperity [2] leaders,week [2] black,global [2] timdraper,startupweekend [2] startupgrind,timdraper Top Word Pairs in Tweet in G8:
[92] false,narratives [91] medusa,lies [90] generated,19 [90] narratives,mh17 [90] 19,different [90] different,false [90] ru's,medusa [90] lies,generated [89] remember,mh17 [89] mh17,ru's Top Word Pairs in Tweet in G9:
[7] rollingstone,korygrow [7] aspenideas,aspensnowmass [7] korygrow,samsanders [6] supremacist,rep [6] colorado,bobo [6] whose,congregation [6] church,whose [6] rep,colorado [6] bobo,prayed [6] congregation,applauded Top Word Pairs in Tweet in G10:
[73] drleanawen,aspenideas [66] aspenideas,postopinions [56] ericmwachter,aspenideas [56] drleanawen,ericmwachter [19] long,covid [14] collettecowan,drleanawen [9] extensively,dangers [9] ve,written [9] dangers,coronavirus [9] spoken,extensively Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: