The graph represents a network of 6,971 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, 22 December 2022 at 16:35 UTC.
The requested start date was Thursday, 22 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 11-day, 1-hour, 40-minute period from Saturday, 10 December 2022 at 21:27 UTC to Wednesday, 21 December 2022 at 23:07 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 : 6971
Unique Edges : 2249
Edges With Duplicates : 14189
Total Edges : 16438
Number of Edge Types : 5
Retweet : 6935
MentionsInRetweet : 8628
Replies to : 280
Mentions : 355
Tweet : 240
Self-Loops : 251
Reciprocated Vertex Pair Ratio : 0.00123249299719888
Reciprocated Edge Ratio : 0.00246195165622202
Connected Components : 233
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 6295
Maximum Edges in a Connected Component : 15397
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.237824
Graph Density : 0.000183914215626246
Modularity : 0.417902
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,971 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, 22 December 2022 at 16:35 UTC.
The requested start date was Thursday, 22 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 11-day, 1-hour, 40-minute period from Saturday, 10 December 2022 at 21:27 UTC to Wednesday, 21 December 2022 at 23:07 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:
[6369] aspen,institute [4249] sept,2020 [3533] yoel,roth [3518] 2020,roth [3505] roth,participated [3496] participated,aspen [3489] influence,twitter's [3489] twitter's,yoel [3489] efforts,continued [3489] continued,influence Top Word Pairs in Tweet in G1:
[3141] aspen,institute [3130] 2020,roth [3130] participated,aspen [3130] sept,2020 [3130] roth,participated [3129] twitter's,yoel [3129] efforts,continued [3129] continued,influence [3129] roth,sept [3129] influence,twitter's Top Word Pairs in Tweet in G2:
[687] shellenbergermd,bariweiss [686] mtaibbi,shellenbergermd [682] weekly,confabs [682] later,slacks [682] law,enforcement [682] roth,later [682] confabs,federal [682] federal,law [682] enforcement,involved [682] 23,roth Top Word Pairs in Tweet in G3:
[598] exercício,mesa [585] aspen,institute [582] destinado,influenciar [582] soros,patrocinou [582] influenciar,cobertura [582] institute,ligada [582] mesa,destinado [582] ligada,soros [582] patrocinou,exercício [526] eua,aspen Top Word Pairs in Tweet in G4:
[525] aspen,institute [330] sept,2020 [253] social,media [241] institute,convened [234] war,games [234] games,exercise [233] convened,war [233] suppress,damaging [233] crazy,aspen [233] exercise,sept Top Word Pairs in Tweet in G5:
[662] aspen,institute [312] adam,schiff [311] security,forum [310] schiff,main [310] institute,security [310] several,annual [310] main,speaker [310] king,aspen [310] forum,adam [310] speaker,several Top Word Pairs in Tweet in G6:
[560] aspen,institute [527] sept,2020 [457] social,media [442] lhfang,aspen [442] media,companies [441] prep,possible [441] firms,sept [441] possible,russian [441] companies,social [441] reporters,media Top Word Pairs in Tweet in G7:
[85] aspen,institute [29] hunter,biden [11] mysterious,aspen [11] institute,hold [11] hold,hunter [6] youth,sports [6] social,media [5] biden,'exercise' [5] biden,laptop [5] september,2020 Top Word Pairs in Tweet in G8:
[86] aspen,institute [24] yoel,roth [20] institute,hosted [17] laptop,hell [17] hosted,workshop [17] class,aspen [17] workshop,dealing [17] public,laptop [17] ruling,class [17] before,public Top Word Pairs in Tweet in G9:
[41] aspen,institute [7] sept,2020 [5] social,media [5] aspeninstitute,aspen [5] tabletop,exercise [5] hunter,biden [5] institute,tabletop [4] institute,aspeninstitute [4] columbia,university [4] best,outcome Top Word Pairs in Tweet in G10:
[32] aspen,institute [15] giorgiameloni,aspen [6] lacrime,nazista [6] alle,lacrime [6] nazista,nota [6] cui,ecco [6] institute,cui [6] cosa,stessa [6] nota,antisemita [6] institute,fratelliditalia 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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