The graph represents a network of 4,185 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 17:32 UTC.
The tweets in the network were tweeted over the 2742-day, 16-hour, 31-minute period from Friday, 26 June 2015 at 14:16 UTC to Thursday, 29 December 2022 at 06:47 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 : 4185
Unique Edges : 5376
Edges With Duplicates : 11913
Total Edges : 17289
Number of Edge Types : 9
Retweet : 3010
MentionsInRetweet : 6302
Replies to : 1091
MentionsInReplyTo : 3884
Mentions : 2038
Quote : 261
MentionsInQuote : 329
Tweet : 226
MentionsInQuoteReply : 148
Self-Loops : 607
Reciprocated Vertex Pair Ratio : 0.0471250413861605
Reciprocated Edge Ratio : 0.0900084317032041
Connected Components : 71
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 4070
Maximum Edges in a Connected Component : 17119
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.849643
Graph Density : 0.000541860555429913
Modularity : 0.385256
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,185 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 17:32 UTC.
The tweets in the network were tweeted over the 2742-day, 16-hour, 31-minute period from Friday, 26 June 2015 at 14:16 UTC to Thursday, 29 December 2022 at 06:47 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:
[312] personally,believe [310] great,big [309] lifting,filibuster [309] take,great [309] breath,risk [309] filibuster,constitutional [309] big,breath [309] risk,lifting [309] constitutional,issues [308] aspenideas,personally Top Word Pairs in Tweet in G1:
[201] personally,believe [199] filibuster,constitutional [199] big,breath [199] democrats,take [199] believe,democrats [199] take,great [199] constitutional,issues [199] aspenideas,personally [199] risk,lifting [199] great,big Top Word Pairs in Tweet in G2:
[231] aspenideas,hillaryclinton [182] aspenideas,madeleine [172] exceptional,indispensable [172] madeleine,believed [172] country,hillaryclinton [172] reflects,life [172] indispensable,country [172] america,exceptional [172] life,secret [172] hillaryclinton,reflects Top Word Pairs in Tweet in G3:
[198] david,putrino [195] #aspenideashealth,single [195] putrino,phd [195] phd,discusses [195] know,#longcovid [195] #longcovid,#aspenideashealth [195] three,important [195] important,things [195] things,know [195] discusses,three Top Word Pairs in Tweet in G4:
[34] aspenideas,c_c_krebs [34] c_c_krebs,stephen_richer [28] social,media [26] jonhaidt,shares [22] jeffreygoldberg,aspenideas [21] stephen_richer,rickhasen [20] media,jonhaidt [20] harden,democratic [20] democratic,institutions [20] pressures,social Top Word Pairs in Tweet in G5:
[16] aspenideas,discuss [15] improved,#publichealth [15] aspenideas,improved [15] starts,small [15] big,change [15] change,starts [15] small,honored [15] america,big [15] honored,share [15] share,aspenideas Top Word Pairs in Tweet in G6:
[3] policy,action [3] breath,risk [3] filibuster,constitutional [3] lifting,filibuster [3] voice,stop [3] take,great [3] read,carefully [3] noise,choice [3] prosperity,slaughteram [3] stop,noise Top Word Pairs in Tweet in G7:
[60] re,lucky [51] privilege,paulinaporizkov [30] lucky,age [30] paulinaporizkov,watch [30] age,re [30] lucky,re [30] aspenideas,aging [30] age,privilege [30] aging,choice [30] choice,age Top Word Pairs in Tweet in G8:
[71] sherriewestin,billbrowder [67] billbrowder,aspenideas [66] lewrakowsky,darthrevan1999 [41] true,' [41] tech,adopters [41] compelling,interesting [41] ',idashboard [41] always,early [41] criminals,always [41] early,tech Top Word Pairs in Tweet in G9:
[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 G10:
[25] david,byrne [21] black,hole [20] times,asked [20] million,light [20] care,black [20] asked,anyone [20] light,years [20] anyone,care [20] years,away [20] many,times Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G8:
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:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: