The graph represents a network of 596 Twitter users whose tweets in the requested range contained "aspen institute", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 February 2022 at 16:34 UTC.
The requested start date was Thursday, 24 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 16-hour, 15-minute period from Thursday, 10 February 2022 at 06:09 UTC to Wednesday, 23 February 2022 at 22:25 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 596
Unique Edges : 347
Edges With Duplicates : 574
Total Edges : 921
Number of Edge Types : 5
Retweet : 252
MentionsInRetweet : 304
Replies to : 104
Mentions : 184
Tweet : 77
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.0129390018484288
Reciprocated Edge Ratio : 0.0255474452554745
Connected Components : 116
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 109
Maximum Edges in a Connected Component : 217
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.094785
Graph Density : 0.00154531611302239
Modularity : 0.597593
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 596 Twitter users whose tweets in the requested range contained "aspen institute", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 February 2022 at 16:34 UTC.
The requested start date was Thursday, 24 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 16-hour, 15-minute period from Thursday, 10 February 2022 at 06:09 UTC to Wednesday, 23 February 2022 at 22:25 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : aspen institute
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:
[374] aspen,institute [109] those,haven't [109] haven't,seen [109] seen,bill's [109] bill's,referencing [109] referencing,aspen [109] institute,wall [109] wall,street [109] street,bro [109] bro,preached Top Word Pairs in Tweet in G1:
[109] those,haven't [109] haven't,seen [109] seen,bill's [109] bill's,referencing [109] referencing,aspen [109] aspen,institute [109] institute,wall [109] wall,street [109] street,bro [109] bro,preached Top Word Pairs in Tweet in G2:
[2] kady,leonaalleslev [2] leonaalleslev,lraitt [2] lraitt,davidlametti [2] davidlametti,ctvnews [2] ctvnews,vassykapelos [2] vassykapelos,cbcnews [2] cbcnews,globalnews [2] globalnews,donmartinctv [2] donmartinctv,robertfife Top Word Pairs in Tweet in G3:
[36] aspen,institute [3] digital,equity [3] institute,italia [3] borse,studio [3] studio,universitarie [3] donne,mezzogiorno [2] dell'aspen,institute [2] initiative,aspen [2] policy,institute [2] institute,along Top Word Pairs in Tweet in G4:
[36] aspen,institute [35] pár,českých [35] českých,členů [35] členů,aspen [35] institute,kteří [35] kteří,řidí [35] řidí,čr [35] čr,někteří [35] někteří,vystupují [35] vystupují,intenzivně Top Word Pairs in Tweet in G5:
[32] aspen,institute [19] institute,aspeninstitute [10] 11,terms [10] terms,know [10] know,better [10] better,understand [10] understand,structural [10] structural,racism [10] racism,aspen [8] digital,equity Top Word Pairs in Tweet in G6:
[7] aspen,institute [4] giorgiameloni,fratelliditalia [4] institute,rockefeller [3] an_paci,giorgiameloni [3] giorgiameloni,gparagone [3] gparagone,borghi_claudio [3] l'aspen,institute [3] dell'aspen,institute [2] dall,aspen [2] borghi_claudio,non Top Word Pairs in Tweet in G7:
[19] aspen,institute [2] institute,pekárová [2] pekárová,lipavský [2] politiku,sportu [2] nemůže,být [2] být,normální [2] vypláchli,mozek [2] melkusovaivana,debilní [2] debilní,ale [2] ale,snaživý Top Word Pairs in Tweet in G8:
[34] aspen,institute [16] tentoads4truth,aspen [10] non,profit [9] institute,humanistic [9] humanistic,studies [9] studies,aihs [9] aihs,describes [9] describes,itself [9] itself,international [9] international,non Top Word Pairs in Tweet in G9:
[2] charlesrixey,alykhansatchu [2] alykhansatchu,joshrogin [2] joshrogin,mattwridley [2] mattwridley,r_h_ebright [2] r_h_ebright,bretweinstein [2] bretweinstein,tycardon [2] tycardon,garyruskin [2] garyruskin,alexandrosm Top Word Pairs in Tweet in G10:
[8] dell'aspen,institute [5] fa,dell'aspen [5] institute,finanziato [5] finanziato,dalla [5] dalla,fondazione [5] fondazione,rockefeller [3] questa,emerita [3] emerita,buffona [3] buffona,membro [3] membro,dell'aspen Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: