The graph represents a network of 900 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 September 2021 at 15:35 UTC.
The requested start date was Thursday, 23 September 2021 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, 18-hour, 34-minute period from Thursday, 09 September 2021 at 03:24 UTC to Wednesday, 22 September 2021 at 21:58 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 : 900
Unique Edges : 565
Edges With Duplicates : 1104
Total Edges : 1669
Number of Edge Types : 5
Retweet : 506
MentionsInRetweet : 666
Tweet : 131
Replies to : 113
Mentions : 253
Self-Loops : 138
Reciprocated Vertex Pair Ratio : 0.0205128205128205
Reciprocated Edge Ratio : 0.0402010050251256
Connected Components : 134
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 248
Maximum Edges in a Connected Component : 527
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.350417
Graph Density : 0.00122976146335434
Modularity : 0.573072
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 900 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 September 2021 at 15:35 UTC.
The requested start date was Thursday, 23 September 2021 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, 18-hour, 34-minute period from Thursday, 09 September 2021 at 03:24 UTC to Wednesday, 22 September 2021 at 21:58 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:
[472] aspen,institute [143] dell'aspen,institute [131] duke,sussex [129] archewell,foundation [127] institute,2021 [127] 2021,duke [126] fa,dell'aspen [124] institute,non [123] ricordo,sommessamente [123] sommessamente,giorgia Top Word Pairs in Tweet in G1:
[133] aspen,institute [131] duke,sussex [129] archewell,foundation [127] institute,2021 [127] 2021,duke [65] foundation,updated [65] updated,include [65] include,incredible [65] incredible,work [65] work,being Top Word Pairs in Tweet in G2:
[112] dell'aspen,institute [111] ricordo,sommessamente [111] sommessamente,giorgia [111] giorgia,#meloni [111] #meloni,fa [111] fa,dell'aspen [111] institute,non [111] non,dico [111] dico,altro [111] altro,perché Top Word Pairs in Tweet in G3:
[46] aspen,institute [22] aspen,ideas [22] ideas,climate [19] announce,aspen [17] institute,aspeninstitute [17] miami,beach [16] first,climate [15] city,miami [14] proudly,joined [14] joined,miamibeachnews Top Word Pairs in Tweet in G4:
[64] aspen,institute [16] miami,beach [9] institute,voices [9] voices,fellowship [7] fellowship,2022 [7] city,miami [6] aspen,ideas [5] development,experts [5] ideas,climate [5] climate,change Top Word Pairs in Tweet in G5:
[21] rosellalara19,giorgiameloni [18] giorgiameloni,chieda [18] chieda,debito [18] debito,pubblico [18] pubblico,spesa [18] spesa,pubblica [18] pubblica,sentirà [18] sentirà,parlare [18] parlare,letta [18] letta,giorgia Top Word Pairs in Tweet in G6:
[11] giorgia,meloni [11] meloni,entra [11] entra,nell'aspen [11] nell'aspen,institute [11] institute,famoso [11] famoso,centro [11] centro,studi [11] studi,internazionale [11] internazionale,sezione [11] sezione,italiana Top Word Pairs in Tweet in G7:
[9] aspen,institute [7] wef,aspen [4] benshapiro,following [4] following,orders [4] orders,wef [4] institute,bankers [3] timetowakeup62,benshapiro Top Word Pairs in Tweet in G8:
[15] aspen,institute [10] institute,#presfellow [8] join,2021 [8] 2021,2022 [8] 2022,aspen [6] college,excellence [6] presidents,fellowship [5] one,25 [5] 25,leaders [5] #presfellow,aspenhighered Top Word Pairs in Tweet in G9:
[5] aspen,institute [2] #stopaspen,stop Top Word Pairs in Tweet in G10:
[20] german,marshall [20] marshall,fund [19] attend,vainement [19] vainement,livre [19] livre,réseaux [19] réseaux,d'influence [19] d'influence,étatsuniens [19] étatsuniens,france [19] france,aspen [19] aspen,institute Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
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:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: