The graph represents a network of 742 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, 02 June 2022 at 15:31 UTC.
The requested start date was Thursday, 02 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, 17-hour, 53-minute period from Thursday, 19 May 2022 at 04:52 UTC to Wednesday, 01 June 2022 at 22:46 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 : 742
Unique Edges : 478
Edges With Duplicates : 696
Total Edges : 1174
Number of Edge Types : 5
MentionsInRetweet : 340
Replies to : 181
Mentions : 271
Retweet : 280
Tweet : 102
Self-Loops : 118
Reciprocated Vertex Pair Ratio : 0.0211267605633803
Reciprocated Edge Ratio : 0.0413793103448276
Connected Components : 139
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 254
Maximum Edges in a Connected Component : 478
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.97659
Graph Density : 0.00131860856786378
Modularity : 0.603955
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 742 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, 02 June 2022 at 15:31 UTC.
The requested start date was Thursday, 02 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, 17-hour, 53-minute period from Thursday, 19 May 2022 at 04:52 UTC to Wednesday, 01 June 2022 at 22:46 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:
[318] aspen,institute [84] geoana,né [84] né,d'un [84] d'un,père [84] père,ayant [84] ayant,travaillé [84] travaillé,ceaucescu [84] ceaucescu,opportuniste [84] opportuniste,passé [84] passé,par Top Word Pairs in Tweet in G1:
[84] geoana,né [84] né,d'un [84] d'un,père [84] père,ayant [84] ayant,travaillé [84] travaillé,ceaucescu [84] ceaucescu,opportuniste [84] opportuniste,passé [84] passé,par [84] par,ena Top Word Pairs in Tweet in G2:
[32] aspen,institute [22] giorgiameloni,fratelliditalia [14] dell'aspen,institute [6] l'aspen,institute [6] fratelliditalia,aspen [5] fa,dell'aspen [5] institute,fondazione [4] meloni,fa [4] astramezzi,giorgiameloni [4] all'aspen,institute Top Word Pairs in Tweet in G3:
[43] aspen,institute [10] institute,aspeninstitute [8] one,planet [8] climate,change [7] planet,exploring [7] exploring,intersection [7] intersection,climate [7] change,infectious [7] infectious,disease [6] #webinar,#onehealth Top Word Pairs in Tweet in G4:
[54] aspen,institute [9] board,advisor [9] advisor,michael [9] michael,chertoff [9] soros,funded [9] funded,aspen [7] biden,disinfo [7] disinfo,board [7] chertoff,tied [7] tied,soros Top Word Pairs in Tweet in G5:
[20] climate,change [19] task,force [18] young,children [17] capita_social,aienvironment [12] today,capita_social [11] #earlyyearsclimateaction,task [9] children,vulnerable [9] vulnerable,climate [9] change,today [9] aienvironment,launch Top Word Pairs in Tweet in G6:
[2] brooks,shares [2] shares,weavetheppl [2] weavetheppl,began [2] began,believes [2] believes,help [2] help,heal [2] heal,lonely [2] lonely,divided [2] divided,distrusting [2] distrusting,nation Top Word Pairs in Tweet in G7:
[8] aspen,institute [4] institute,italia [3] #zelensky,arretra [3] arretra,ma [3] ma,#putin [3] #putin,avanza [3] avanza,poco [3] poco,mentre [3] mentre,#europa [3] #europa,incarta Top Word Pairs in Tweet in G8:
[15] questa,eterodiretta [15] eterodiretta,signora [15] signora,carciofara [15] carciofara,dell'aspen [15] dell'aspen,institute [15] institute,queste [15] queste,palesi [15] palesi,posizioni [15] posizioni,decretato [15] decretato,sua Top Word Pairs in Tweet in G9:
[17] ils,sont [17] sont,fabian [17] fabian,society [17] society,chatham [17] chatham,house [17] house,cfr [17] cfr,bilderberg [17] bilderberg,trilatérale [17] trilatérale,wef [17] wef,aspen Top Word Pairs in Tweet in G10:
[13] fattoquotidiano,eccoli [13] eccoli,qua [13] qua,letta [13] letta,meloni [13] meloni,entrambi [13] entrambi,iscritti [13] iscritti,all'aspen [13] all'aspen,institute [13] institute,apparentemente [13] apparentemente,fronti Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
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:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: