The graph represents a network of 460 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, 09 September 2021 at 15:34 UTC.
The requested start date was Thursday, 09 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 12-day, 19-hour, 45-minute period from Thursday, 26 August 2021 at 02:42 UTC to Tuesday, 07 September 2021 at 22:27 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 : 460
Unique Edges : 326
Edges With Duplicates : 405
Total Edges : 731
Number of Edge Types : 5
Tweet : 87
Replies to : 89
Mentions : 129
Retweet : 173
MentionsInRetweet : 253
Self-Loops : 89
Reciprocated Vertex Pair Ratio : 0.0297482837528604
Reciprocated Edge Ratio : 0.0577777777777778
Connected Components : 105
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 77
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.809649
Graph Density : 0.00213128729752771
Modularity : 0.623479
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 460 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, 09 September 2021 at 15:34 UTC.
The requested start date was Thursday, 09 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 12-day, 19-hour, 45-minute period from Thursday, 26 August 2021 at 02:42 UTC to Tuesday, 07 September 2021 at 22:27 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:
[203] aspen,institute [24] non,ti [24] tutti,gli [23] joe,formaggio [23] fratelli,italia [22] formaggio,consigliere [22] consigliere,regionale [22] regionale,fratelli [22] italia,non [22] ti,vaccini Top Word Pairs in Tweet in G1:
[32] aspen,institute [10] inclusive,growth [5] million,people [5] mastercard,center [5] center,inclusive [5] growth,aspen [5] purpose,driven [5] driven,leaders [5] leaders,inclusive [5] inclusive,economy Top Word Pairs in Tweet in G2:
[12] aspen,institute [12] youth,sports [8] institute,aspeninstitute [7] tomfarrey,breaks [7] breaks,down [7] down,issues [7] issues,facing [7] facing,youth [6] american,youth [6] sports,learn Top Word Pairs in Tweet in G3:
[6] aspen,institute [4] dell'aspen,institute [2] nell'aspen,institute [2] matteosalvinimi,giorgiameloni [2] giorgiameloni,aspen Top Word Pairs in Tweet in G4:
[24] aspen,institute [11] prosím,vás [11] vás,nemohl [11] nemohl,ten [11] ten,aspen [11] institute,kandidovat [11] kandidovat,ve [11] ve,volbách [11] volbách,tak [11] tak,nějak Top Word Pairs in Tweet in G5:
[23] fratelli,italia [23] non,ti [22] joe,formaggio [22] formaggio,consigliere [22] consigliere,regionale [22] regionale,fratelli [22] italia,non [22] ti,vaccini [22] vaccini,stai [22] stai,casa Top Word Pairs in Tweet in G6:
[19] coloro,pensano [19] pensano,sig [19] sig,ra [19] ra,meloni [19] meloni,salvera'la [19] salvera'la,patria [19] patria,l'opposizione [19] l'opposizione,draghi [19] draghi,farsa [19] farsa,niente Top Word Pairs in Tweet in G7:
[15] reading,prime [15] prime,minister [15] minister,klain's [15] klain's,retweets [15] retweets,biden [15] biden,sycophants [15] sycophants,think [15] think,biden [15] biden,gave [15] gave,aspen Top Word Pairs in Tweet in G8:
[7] all'aspen,institute [3] gustinicchi,antonellalator6 [3] antonellalator6,sono [3] sono,stati [3] stati,tutti [3] tutti,comprati [3] comprati,lui [3] lui,meloni [3] meloni,aspen [3] aspen,institute Top Word Pairs in Tweet in G9:
[14] сентября,2021 [14] 2021,года [14] года,встреча [14] встреча,в [14] в,aspen [14] aspen,institute [14] institute,kyiv [14] kyiv,діалоги [14] діалоги,про [14] про,ідентичність Top Word Pairs in Tweet in G10:
[7] dgonzalesedu,aspenedsociety [6] aspenedsociety's,dgonzalesedu [6] policymakers,make [5] greater,economic [5] economic,mobility [5] mobility,country [5] country,need [5] need,greater [5] greater,support [5] support,families Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: