The graph represents a network of 988 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, 08 December 2022 at 16:32 UTC.
The requested start date was Thursday, 08 December 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, 18-hour, 6-minute period from Thursday, 24 November 2022 at 04:45 UTC to Wednesday, 07 December 2022 at 22:52 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 : 988
Unique Edges : 790
Edges With Duplicates : 959
Total Edges : 1749
Number of Edge Types : 5
Tweet : 107
Retweet : 424
MentionsInRetweet : 701
Mentions : 342
Replies to : 175
Self-Loops : 117
Reciprocated Vertex Pair Ratio : 0.0213713268032057
Reciprocated Edge Ratio : 0.041848299912816
Connected Components : 159
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 185
Maximum Edges in a Connected Component : 400
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.23425
Graph Density : 0.00117622206088052
Modularity : 0.634219
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 988 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, 08 December 2022 at 16:32 UTC.
The requested start date was Thursday, 08 December 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, 18-hour, 6-minute period from Thursday, 24 November 2022 at 04:45 UTC to Wednesday, 07 December 2022 at 22:52 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:
[500] aspen,institute [125] information,disorder [118] american,youth [96] commission,information [71] institute,commission [59] native,american [59] nikki,pitre [59] efforts,provide [59] institute,discusses [59] provide,native Top Word Pairs in Tweet in G1:
[24] aspen,institute [14] giorgiameloni,aspen [9] all'aspen,institute [8] lisargadata,victoria_wet [8] anna302478978,smitarianna [8] modamanager,laperlaneranera [8] smitarianna,lisargadata [8] eretico_l,modamanager [8] victoria_wet,dorayak56884206 [8] laperlaneranera,anna302478978 Top Word Pairs in Tweet in G2:
[40] information,disorder [37] aspen,institute's [31] aspen,institute [26] commission,information [25] institute's,commission [22] institute,misinformation [22] streaming,giant [22] board,member [22] collaboration,streaming [22] advisory,board Top Word Pairs in Tweet in G3:
[118] american,youth [59] institute,discusses [59] center4native,american [59] nikki,pitre [59] native,american [59] pitre,center4native [59] aspen,institute [59] efforts,provide [59] provide,native [59] youth,aspen Top Word Pairs in Tweet in G4:
[51] aspen,institute [7] dell'aspen,institute [4] segretario,generale [4] cambiamento,antropologico [3] ia,cambiamento [3] ammesso,sostegno [3] institute,#meloni [3] nato,all'ucraina [3] institute,italia [3] giulio,tremonti Top Word Pairs in Tweet in G5:
[46] role,aspen [46] commission,information [46] against,online [46] information,disorder [46] online,media [46] disorder,fights [46] fights,against [46] aspen,institute [46] institute,commission [46] harry,role Top Word Pairs in Tweet in G6:
[5] aspen,institute [5] wes,moore [4] moore,aspen [4] social,fabric [4] 2006,2022 [3] 2022,coo [3] weave,social [3] fabric,2006 [3] institute,weave [3] iamwesmoore,govlarryhogan Top Word Pairs in Tweet in G7:
[11] aspen,institute [8] bla,bla [6] institute,ramo [6] all'aspen,institute [5] ramo,wef [5] etc,etc [5] non,aveva [4] aveva,detto [4] spostate,giugno [4] #over50,non Top Word Pairs in Tweet in G8:
[19] aspen,institute [5] celebramos,nueva [5] política,global [5] global,laurence [5] tubiana,laurencetubiana [5] laurence,tubiana [5] laurencetubiana,ceo [5] programa,política [5] sesión,programa [5] ceo,european Top Word Pairs in Tweet in G9:
[35] don,forget [35] mistakes,two [35] title,aspen [35] two,minutes [35] far,don [35] television,far [35] minutes,television [35] bizarre,title [35] forget,bizarre [34] aspen,insti Top Word Pairs in Tweet in G10:
[25] aspen,institute [13] one,15 [13] misinformation,aspen [13] leading,study [13] prince,harry [13] commissioners,leading [13] 15,commissioners [13] study,misinformation [13] remember,prince [13] harry,one Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: