The graph represents a network of 1,587 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, 23 June 2022 at 15:32 UTC.
The requested start date was Thursday, 23 June 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, 15-hour, 45-minute period from Thursday, 09 June 2022 at 05:24 UTC to Wednesday, 22 June 2022 at 21:10 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 : 1587
Unique Edges : 671
Edges With Duplicates : 2277
Total Edges : 2948
Number of Edge Types : 5
Mentions : 327
Retweet : 1064
MentionsInRetweet : 1205
Replies to : 257
Tweet : 95
Self-Loops : 104
Reciprocated Vertex Pair Ratio : 0.00773349196906603
Reciprocated Edge Ratio : 0.0153482880755608
Connected Components : 139
Single-Vertex Connected Components : 51
Maximum Vertices in a Connected Component : 857
Maximum Edges in a Connected Component : 1707
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.29035
Graph Density : 0.000673028253678413
Modularity : 0.4822
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,587 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, 23 June 2022 at 15:32 UTC.
The requested start date was Thursday, 23 June 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, 15-hour, 45-minute period from Thursday, 09 June 2022 at 05:24 UTC to Wednesday, 22 June 2022 at 21:10 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:
[867] first,lady [857] during,pre [857] pre,recorded [857] recorded,speech [856] lady,eu [856] eu,rejection [856] rejection,ukraine [856] ukraine,candidacy [856] candidacy,russian [855] russian,victory Top Word Pairs in Tweet in G1:
[851] first,lady [850] lady,eu [850] eu,rejection [850] rejection,ukraine [850] ukraine,candidacy [850] candidacy,russian [850] russian,victory [850] victory,during [850] during,pre [850] pre,recorded Top Word Pairs in Tweet in G2:
[71] aspen,institute [34] fratelliditalia,giorgiameloni [29] dell'aspen,institute [15] guidocrosetto,giorgiameloni [14] alemunzio91,fratelliditalia [13] giorgiameloni,fratelliditalia [11] all'aspen,institute [10] giorgiameloni,aspen [8] iscritta,aspen [7] miss,aspen Top Word Pairs in Tweet in G3:
[58] aspen,institute [56] meloni,aspen [56] institute,alle [56] alle,urne [56] urne,mascherata [56] mascherata,l'unica [56] l'unica,esponente [56] esponente,opposizione [56] opposizione,virtuale [56] virtuale,italiana Top Word Pairs in Tweet in G4:
[40] aspen,institute [6] first,lady [5] institute,central [5] central,europe [4] aspen,institute's [3] l'aspen,institute [3] aspen,ideas [3] ideas,festival [3] giorgia,meloni [3] reca,votare Top Word Pairs in Tweet in G5:
[21] aspen,institute [9] institute,aspeninstitute [8] teach,america [8] america,north [8] north,carolina [7] carolina,oneday_nc [7] twitter,profile [6] graduated,harvard [6] harvard,yale [6] yale,law Top Word Pairs in Tweet in G6:
[35] aspen,institute [9] petrholec,pavel_oplt [7] správní,rady [6] pbatikova,k13dana [6] k13dana,jzdesena [6] jzdesena,já [6] já,myslím [6] myslím,že [6] že,vím [6] vím,aspen Top Word Pairs in Tweet in G7:
[26] aspen,institute [10] institute,alle [10] alle,urne [10] urne,mascherata [10] mascherata,l'unica [10] l'unica,esponente [10] esponente,opposizione [10] opposizione,virtuale [10] virtuale,italiana [10] italiana,votare Top Word Pairs in Tweet in G8:
[22] aspen,institute [6] socia,aspen [6] institute,rockefeller [5] membro,aspen [3] liliaragnar,questa [3] questa,buona [3] buona,scuola [3] scuola,cara [3] cara,alla [3] alla,sinistra Top Word Pairs in Tweet in G9:
[17] dell'aspen,institute [17] institute,italia [14] socio,sostenitore [14] sostenitore,dell'aspen [14] italia,cui [13] confindustria,socio [13] cui,meloni [13] meloni,megafono [13] megafono,sta [13] sta,già Top Word Pairs in Tweet in G10:
[8] city,future [8] future,look [8] look,role [8] role,transatlantic [8] transatlantic,relations [8] relations,play [8] play,shaping [8] shaping,make [7] aspengermany,city [5] aspen,institute Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: