The graph represents a network of 2,251 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, 28 July 2022 at 15:32 UTC.
The requested start date was Thursday, 28 July 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, 20-hour, 57-minute period from Thursday, 14 July 2022 at 01:46 UTC to Wednesday, 27 July 2022 at 22:43 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 : 2251
Unique Edges : 1146
Edges With Duplicates : 3176
Total Edges : 4322
Number of Edge Types : 5
Replies to : 427
Mentions : 444
Retweet : 1521
MentionsInRetweet : 1739
Tweet : 191
Self-Loops : 205
Reciprocated Vertex Pair Ratio : 0.00805152979066022
Reciprocated Edge Ratio : 0.0159744408945687
Connected Components : 230
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 1481
Maximum Edges in a Connected Component : 3278
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.784603
Graph Density : 0.000494397551705415
Modularity : 0.497478
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,251 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, 28 July 2022 at 15:32 UTC.
The requested start date was Thursday, 28 July 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, 20-hour, 57-minute period from Thursday, 14 July 2022 at 01:46 UTC to Wednesday, 27 July 2022 at 22:43 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:
[1333] aspen,institute [863] giorgia,meloni [752] nell,aspen [744] meloni,entrata [743] entrata,nell [743] centro,studi [741] famoso,centro [741] studi,internazionale [740] institute,famoso [738] cui,sezione Top Word Pairs in Tweet in G1:
[613] aspen,institute [600] giorgia,meloni [597] centro,studi [597] studi,internazionale [596] meloni,entrata [596] entrata,nell [596] nell,aspen [595] institute,famoso [595] famoso,centro [595] cui,sezione Top Word Pairs in Tweet in G2:
[208] dell'aspen,institute [184] institute,italia [165] comitato,esecutivo [150] meloni,fa [148] cui,meloni [147] l'elenco,comitato [146] questo,l'elenco [146] esecutivo,dell'aspen [146] italia,massoneria [146] massoneria,cui Top Word Pairs in Tweet in G3:
[138] united,states [137] states,transfer [137] transfer,atacms [137] atacms,missiles [137] missiles,himars [137] himars,range [137] range,300 [137] 300,kilometers [137] kilometers,ukraine [136] flash43191300,united Top Word Pairs in Tweet in G4:
[70] aspen,institute [9] cia,director [9] bill,burns [8] giorgia,meloni [8] director,bill [8] burns,gave [8] told,attendees [8] annual,security [8] russian,president [7] security,forum Top Word Pairs in Tweet in G5:
[22] aspen,institute [7] institute,aspeninstitute [7] stanley,frencher [4] congrats,one [4] one,mentors [4] mentors,#goals [4] #goals,dr [4] dr,stanley [4] frencher,uclaurology [4] uclaurology,urologist Top Word Pairs in Tweet in G6:
[71] aspen,institute [71] giorgia,meloni [57] institute,giorgia [57] meloni,mario [57] mario,monti [57] monti,enrico [57] enrico,letta [57] letta,rockefeller [56] daniello_carmen,aspen [14] etruria72,giorgia Top Word Pairs in Tweet in G7:
[31] chi,spera [31] spera,trionfo [31] trionfo,#meloni [31] #meloni,alle [31] alle,#elezioni [31] #elezioni,ricordo [31] ricordo,sua [31] sua,appartenenza [31] appartenenza,think [31] think,thank Top Word Pairs in Tweet in G8:
[7] giorgia,meloni [7] meloni,alla [7] alla,convention [7] convention,dei [7] dei,conservatori [7] conservatori,usa [7] usa,discorso [7] discorso,integrale [7] integrale,sottotitolato [7] sottotitolato,diversamente Top Word Pairs in Tweet in G9:
[50] general,laura [50] laura,richardson [50] richardson,commander [46] latin,america [46] america,language [46] language,american [46] american,general [46] general,general [44] spriteer_774400,rich [38] rich,resources Top Word Pairs in Tweet in G10:
[37] aspen,institute [29] giorgia,meloni [26] meloni,entrata [26] entrata,nell [26] nell,aspen [26] institute,famoso [26] famoso,centro [26] centro,studi [25] studi,internazionale [25] internazionale,cui 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: