The graph represents a network of 677 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, 16 September 2021 at 15:35 UTC.
The requested start date was Thursday, 16 September 2021 at 00:01 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, 20-hour, 30-minute period from Thursday, 02 September 2021 at 01:44 UTC to Wednesday, 15 September 2021 at 22:15 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 : 677
Unique Edges : 397
Edges With Duplicates : 749
Total Edges : 1146
Number of Edge Types : 5
Tweet : 111
Retweet : 340
MentionsInRetweet : 429
Mentions : 168
Replies to : 98
Self-Loops : 116
Reciprocated Vertex Pair Ratio : 0.0323076923076923
Reciprocated Edge Ratio : 0.0625931445603577
Connected Components : 124
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 183
Maximum Edges in a Connected Component : 369
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.931356
Graph Density : 0.0014661795425345
Modularity : 0.57558
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 677 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, 16 September 2021 at 15:35 UTC.
The requested start date was Thursday, 16 September 2021 at 00:01 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, 20-hour, 30-minute period from Thursday, 02 September 2021 at 01:44 UTC to Wednesday, 15 September 2021 at 22:15 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:
[280] aspen,institute [131] dell'aspen,institute [120] fa,dell'aspen [118] ricordo,sommessamente [118] sommessamente,giorgia [118] giorgia,#meloni [118] #meloni,fa [118] institute,non [118] non,dico [118] dico,altro Top Word Pairs in Tweet in G1:
[112] dell'aspen,institute [111] ricordo,sommessamente [111] sommessamente,giorgia [111] giorgia,#meloni [111] #meloni,fa [111] fa,dell'aspen [111] institute,non [111] non,dico [111] dico,altro [111] altro,perché Top Word Pairs in Tweet in G2:
[45] aspen,institute [10] inclusive,growth [10] institute,voices [10] voices,fellowship [8] fellowship,2022 [5] mastercard,center [5] center,inclusive [5] growth,aspen [5] purpose,driven [5] driven,leaders Top Word Pairs in Tweet in G3:
[26] aspen,institute [16] institute,aspeninstitute [7] learn,more [6] worker,voice [6] voice,asset [5] today,#5bestideas [5] #5bestideas,imani_barbarin [5] imani_barbarin,refinery29 [5] refinery29,gabbybellot [5] gabbybellot,guardian Top Word Pairs in Tweet in G4:
[43] aspen,institute [42] archewell,foundation [41] foundation,update [41] update,aspen [41] institute,2021 [41] 2021,duke [41] duke,sussex [41] sussex,work [41] work,archewell [40] archlilihazmeg,archewell Top Word Pairs in Tweet in G5:
[12] nell'aspen,institute [10] giorgia,meloni [10] meloni,entra [10] entra,nell'aspen [10] institute,famoso [10] famoso,centro [10] centro,studi [10] studi,internazionale [10] internazionale,sezione [10] sezione,italiana Top Word Pairs in Tweet in G6:
[13] aspen,institute [9] wef,aspen [4] benshapiro,following [4] following,orders [4] orders,wef [4] institute,bankers [3] timetowakeup62,benshapiro [2] study,wef [2] institute,nothing [2] nothing,hidden Top Word Pairs in Tweet in G7:
[6] zombiebuster5,c'è [6] c'è,legasalvini [6] legasalvini,controlla [6] controlla,dall'interno [6] dall'interno,fdi_parlamento [6] fdi_parlamento,oppone [6] oppone,dall'aspen [6] dall'aspen,institute [5] all'aspen,institute [5] diimmobiliare,zombiebuster5 Top Word Pairs in Tweet in G8:
[4] aspen,seminar [4] seminar,young [3] aspen,institute [3] weekend,aspeninstce [3] aspeninstce,aspen_romania [3] aspen_romania,aspen [3] aspen,initiative [3] initiative,europe [3] europe,holding [3] holding,aspen Top Word Pairs in Tweet in G9:
[17] prepped,ready [17] ready,go [17] go,lockdowns [17] lockdowns,economic [17] economic,dispossession [17] dispossession,4ir [17] 4ir,re [17] re,skilling [17] skilling,data [17] data,driven Top Word Pairs in Tweet in G10:
[11] tentoads4truth,aspen [11] aspen,institute [6] aspen,cybersecurity [6] cybersecurity,group [6] group,commitments [6] commitments,fifteen [6] fifteen,industry [6] industry,representatives [6] representatives,including [6] including,aig Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
Top Mentioned in G8:
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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 G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: