The graph represents a network of 1,734 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, 01 September 2022 at 15:32 UTC.
The requested start date was Thursday, 01 September 2022 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, 21-hour, 14-minute period from Thursday, 18 August 2022 at 01:53 UTC to Wednesday, 31 August 2022 at 23:08 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 : 1734
Unique Edges : 939
Edges With Duplicates : 2400
Total Edges : 3339
Number of Edge Types : 5
Mentions : 397
Retweet : 1110
MentionsInRetweet : 1320
Tweet : 206
Replies to : 306
Self-Loops : 217
Reciprocated Vertex Pair Ratio : 0.0151351351351351
Reciprocated Edge Ratio : 0.0298189563365282
Connected Components : 229
Single-Vertex Connected Components : 88
Maximum Vertices in a Connected Component : 984
Maximum Edges in a Connected Component : 2187
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.918983
Graph Density : 0.000624953827293111
Modularity : 0.516415
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,734 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, 01 September 2022 at 15:32 UTC.
The requested start date was Thursday, 01 September 2022 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, 21-hour, 14-minute period from Thursday, 18 August 2022 at 01:53 UTC to Wednesday, 31 August 2022 at 23:08 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:
[896] aspen,institute [437] giorgia,meloni [426] nell,aspen [400] meloni,entrata [398] sezione,italiana [397] entrata,nell [397] institute,famoso [397] famoso,centro [397] centro,studi [397] studi,internazionale Top Word Pairs in Tweet in G1:
[323] aspen,institute [320] giorgia,meloni [320] meloni,entrata [320] entrata,nell [320] nell,aspen [320] institute,famoso [320] famoso,centro [320] centro,studi [320] studi,internazionale [320] internazionale,cui Top Word Pairs in Tweet in G2:
[174] ciò,indigna [174] indigna,lato [174] lato,enrico [174] enrico,letta [174] letta,fa [174] fa,lista [174] lista,dei [174] dei,candidati [174] candidati,pd [174] pd,mentre Top Word Pairs in Tweet in G3:
[74] aspen,institute [35] dell'aspen,institute [27] giuliano,amato [25] institute,italia [16] all'aspen,institute [13] imolaoggi,giuliano [13] amato,stesso [13] stesso,giuliano [13] amato,fa [13] fa,comitato Top Word Pairs in Tweet in G4:
[63] aspen,institute [18] serum,institute [9] vaccines,africa [6] dell'aspen,institute [6] india,serum [6] deal,serum [6] institute,india [5] presidents,fellowship [5] institute,sign [5] sign,vaccines Top Word Pairs in Tweet in G5:
[19] tightening,focus [14] aspen,institute [14] bright,light [13] families,children [13] children,earliest [13] earliest,years [12] re,tightening [12] focus,shining [12] shining,extremely [12] extremely,bright Top Word Pairs in Tweet in G6:
[27] aspen,institute [12] taky,máte [12] máte,pocit [12] pocit,že [12] že,tady [12] tady,vládne [12] vládne,agenda [12] agenda,aspen [11] urgurguruth,taky [3] virus04547309,ivona58142082 Top Word Pairs in Tweet in G7:
[33] aspen,institute [32] nice,crossover [32] crossover,aspen [32] institute,harry [32] harry,served [32] served,commissioner [32] commissioner,publishes [32] publishes,series [32] series,essays [31] royal_suitor,nice Top Word Pairs in Tweet in G8:
[22] dell'aspen,institute [21] incredibile,come [21] come,gruppo [21] gruppo,gedi [21] gedi,stia [21] stia,pompando [21] pompando,prescelta [21] prescelta,dell'aspen [20] aspen,institute [20] gigadesires,incredibile Top Word Pairs in Tweet in G9:
[10] aspen,institute [7] dell'aspen,institute [4] marisab79879802,pmurroccu [4] pmurroccu,giorgiameloni [4] socia,aspen [4] institute,rockefeller [3] l'aspen,institute [3] arostinimarco,liliaragnar [3] liliaragnar,marisab79879802 [3] giorgiameloni,meloni Top Word Pairs in Tweet in G10:
[19] dell'aspen,institute [18] filo,nato [18] nato,membro [18] membro,dell'aspen [18] institute,finanziato [18] finanziato,dai [18] dai,rockefeller [18] rockefeller,ford [18] ford,fondation [17] noi_briganti,filo Top Replied-To in Entire Graph:
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Top Replied-To in G6:
Top Replied-To in G8:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: