The graph represents a network of 510 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, 04 November 2021 at 15:34 UTC.
The requested start date was Thursday, 04 November 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, 16-hour, 8-minute period from Thursday, 21 October 2021 at 06:51 UTC to Wednesday, 03 November 2021 at 23:00 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 : 510
Unique Edges : 358
Edges With Duplicates : 426
Total Edges : 784
Number of Edge Types : 5
Mentions : 188
Retweet : 185
MentionsInRetweet : 250
Tweet : 98
Replies to : 63
Self-Loops : 99
Reciprocated Vertex Pair Ratio : 0.0392156862745098
Reciprocated Edge Ratio : 0.0754716981132075
Connected Components : 134
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 92
Maximum Edges in a Connected Component : 167
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.602051
Graph Density : 0.00183751300127124
Modularity : 0.622664
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 510 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, 04 November 2021 at 15:34 UTC.
The requested start date was Thursday, 04 November 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, 16-hour, 8-minute period from Thursday, 21 October 2021 at 06:51 UTC to Wednesday, 03 November 2021 at 23:00 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:
[249] aspen,institute [50] community,college [46] 150,community [31] eligible,compete [29] community,colleges [29] top,150 [28] institute,italia [27] compete,million [27] aspen,prize [27] one,150 Top Word Pairs in Tweet in G1:
[45] aspen,institute [18] community,college [15] 150,community [10] aspen,prize [8] top,150 [8] institute,names [8] college,one [6] one,150 [6] community,colleges [6] eligible,2023 Top Word Pairs in Tweet in G2:
[31] aspen,institute [10] institute,aspeninstitute [8] marin,alsop [8] artist,residence [7] 2022,harman [7] harman,eisner [7] eisner,artist [7] alsop,named [6] named,2022 [6] residence,aspen Top Word Pairs in Tweet in G3:
[23] eligible,compete [20] compete,million [18] community,college [17] 150,community [11] proud,share [11] top,150 [11] college,eligible [10] one,150 [9] college,one [9] 150,institutions Top Word Pairs in Tweet in G4:
[7] aspen,institute [3] matteosalvinimi,giorgiameloni [3] dell'aspen,institute [2] attraverso,aspen [2] cambiare,tutto [2] tutto,non [2] non,cambiare [2] cambiare,niente [2] l'aspen,institute [2] aspettando,l'ok Top Word Pairs in Tweet in G5:
[18] aspen,institute [8] hlavním,vítězem [8] vítězem,říjnových [8] říjnových,voleb [8] voleb,čr [8] čr,aspen [7] walterkraft6,hlavním [4] dějí,věci [3] motanelek,vlvalek [3] vlvalek,všechno Top Word Pairs in Tweet in G6:
[17] need,proof [17] proof,atlantic [17] atlantic,irrelevant [17] irrelevant,needn't [17] needn't,read [17] read,ridiculous [17] ridiculous,newsletters [17] newsletters,know [16] johnddavidson,need Top Word Pairs in Tweet in G7:
[7] aspen,institute [7] institute,latinos [5] latinos,society [5] washington,dc [3] latinx,majority [3] majority,phoenix [3] phoenix,equitable [3] equitable,access [3] access,resources [3] resources,opportunity Top Word Pairs in Tweet in G8:
[3] dsant65,giorgiomalavol1 [2] armoniosiaccent,ahimaria1 [2] aspen,institute [2] giorgiomalavol1,alessia_ing [2] alessia_ing,gustinicchi [2] gustinicchi,liliaragnar [2] liliaragnar,mentebionda [2] mentebionda,mony83heart [2] mony83heart,nimartina [2] nimartina,armoniosiaccent Top Word Pairs in Tweet in G9:
[23] #spazi2021,intervista [23] intervista,giulio [23] giulio,tremonti [23] tremonti,presidente [23] presidente,aspen [23] aspen,institute [23] institute,italia [12] italia,segui [12] segui,intervento [11] giconfindustria,#spazi2021 Top Word Pairs in Tweet in G10:
[12] speranza,discepolo [12] discepolo,dell'amerikano [12] dell'amerikano,massimo [12] massimo,d'alema [12] d'alema,siamo [12] siamo,sempre [12] sempre,mano [12] mano,all'aspen [12] all'aspen,institute [12] institute,giù Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: