The graph represents a network of 4,387 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, 15 December 2022 at 16:33 UTC.
The requested start date was Thursday, 15 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, 21-hour, 23-minute period from Thursday, 01 December 2022 at 01:33 UTC to Wednesday, 14 December 2022 at 22:57 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 : 4387
Unique Edges : 7161
Edges With Duplicates : 7536
Total Edges : 14697
Number of Edge Types : 5
Retweet : 3695
MentionsInRetweet : 10224
Mentions : 385
Tweet : 144
Replies to : 249
Self-Loops : 156
Reciprocated Vertex Pair Ratio : 0.00176859350274597
Reciprocated Edge Ratio : 0.00353094220405129
Connected Components : 213
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 3623
Maximum Edges in a Connected Component : 13422
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.841196
Graph Density : 0.000559315334002516
Modularity : 0.330897
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,387 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, 15 December 2022 at 16:33 UTC.
The requested start date was Thursday, 15 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, 21-hour, 23-minute period from Thursday, 01 December 2022 at 01:33 UTC to Wednesday, 14 December 2022 at 22:57 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:
[3111] shellenbergermd,bariweiss [3110] mtaibbi,shellenbergermd [3103] 23,roth [3099] law,enforcement [3099] weekly,confabs [3099] later,slacks [3099] federal,law [3099] slacks,indicate [3099] confabs,federal [3099] enforcement,involved Top Word Pairs in Tweet in G1:
[3094] shellenbergermd,bariweiss [3093] mtaibbi,shellenbergermd [3083] 23,roth [3083] bariweiss,23 [3081] weekly,confabs [3081] later,slacks [3081] law,enforcement [3081] roth,later [3081] confabs,federal [3081] federal,law Top Word Pairs in Tweet in G2:
[88] aspen,institute [42] information,disorder [38] aspen,institute's [37] title,aspen [37] donâ,forget [37] television,far [37] forget,bizarre [37] bizarre,title [37] mistakes,two [37] far,donâ Top Word Pairs in Tweet in G3:
[30] aspen,institute [9] giorgiameloni,aspen [9] all'aspen,institute [7] alla,camera [7] puã,riscrivere [7] camera,giorgiameloni [7] citato,tutto [7] riscrivere,storia [7] non,puã [7] aula,alla Top Word Pairs in Tweet in G4:
[68] aspen,institute [6] youth,sports [4] cambiamento,antropologico [3] institute,#meloni [3] ia,cambiamento [3] petroni,aspen [3] information,disorder [3] aspen,instituteâ [3] dell'aspen,institute [3] commission,information Top Word Pairs in Tweet in G5:
[83] american,youth [64] aspen,institute [63] pitre,center4native [63] efforts,provide [63] discusses,efforts [63] nikki,pitre [63] native,american [63] center4native,american [63] institute,discusses [63] youth,aspen Top Word Pairs in Tweet in G6:
[15] aspen,institute [13] leading,study [13] one,15 [13] commissioners,leading [13] study,misinformation [13] prince,harry [13] misinformation,aspen [13] harry,one [13] aspen,instituteâ [13] 15,commissioners Top Word Pairs in Tweet in G7:
[57] media,studies [57] film,media [57] 20s,swarthmore [57] upenn,phd [57] science,film [57] studies,upenn [57] political,science [57] swarthmore,political [57] twitter,late [57] 35yo,guy Top Word Pairs in Tweet in G8:
[55] sidelines,aspen [55] aspen,institute [55] institute,españa [51] hillaryclinton,sidelines [37] españa,minister [32] president,hebobiwine [32] hebobiwine,met [32] secretary,hillaryclinton [32] met,secretary [25] one_piusjadwar,president Top Word Pairs in Tweet in G9:
[47] role,aspen [47] instituteâ,commission [47] commission,information [47] against,online [47] information,disorder [47] online,media [47] disorder,fights [47] fights,against [47] aspen,instituteâ [47] harry,role Top Word Pairs in Tweet in G10:
[2] federalistno78,rockyshorz [2] rockyshorz,thehammmertime_ [2] 4heartandsoul,madaddictsport [2] madaddictsport,we_have_risen [2] agortitz,4heartandsoul [2] we_have_risen,lavenderlives [2] thehammmertime_,agortitz Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: