The graph represents a network of 866 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, 19 May 2022 at 15:31 UTC.
The requested start date was Thursday, 19 May 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, 18-hour, 54-minute period from Thursday, 05 May 2022 at 02:27 UTC to Wednesday, 18 May 2022 at 21:21 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 : 866
Unique Edges : 673
Edges With Duplicates : 886
Total Edges : 1559
Number of Edge Types : 5
Tweet : 121
Retweet : 305
MentionsInRetweet : 499
Mentions : 479
Replies to : 155
Self-Loops : 131
Reciprocated Vertex Pair Ratio : 0.0114107883817427
Reciprocated Edge Ratio : 0.0225641025641026
Connected Components : 157
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 105
Maximum Edges in a Connected Component : 222
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.393017
Graph Density : 0.00130157924948938
Modularity : 0.620528
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 866 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, 19 May 2022 at 15:31 UTC.
The requested start date was Thursday, 19 May 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, 18-hour, 54-minute period from Thursday, 05 May 2022 at 02:27 UTC to Wednesday, 18 May 2022 at 21:21 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:
[405] aspen,institute [76] soros,aspen [75] seankehoeuk,father [75] father,sons [75] sons,harry [75] harry,works [75] works,gates [75] gates,soros [75] institute,silence [75] silence,criticism Top Word Pairs in Tweet in G1:
[75] seankehoeuk,father [75] father,sons [75] sons,harry [75] harry,works [75] works,gates [75] gates,soros [75] soros,aspen [75] aspen,institute [75] institute,silence [75] silence,criticism Top Word Pairs in Tweet in G2:
[17] giorgiameloni,ottimo [17] all'aspen,institute [16] aspen,institute [16] fa39893147,giorgiameloni [16] ottimo,denunciare [16] denunciare,simile [16] simile,cosa [16] cosa,ma [16] ma,all'aspen [16] institute,hanno Top Word Pairs in Tweet in G3:
[53] aspen,institute [7] soros,funded [7] funded,aspen [7] institute,guest [7] guest,roe [7] roe,women [7] women,subject [7] subject,uterus [7] uterus,surveillance [5] aspen,co Top Word Pairs in Tweet in G4:
[5] missj75,byounger13 [5] aspen,institute [4] elfherselfagain,linsd13 [4] bluemoonindigo2,usadontcomply [4] usadontcomply,gitmoropeco [4] gitmoropeco,hispearlgurl [4] hispearlgurl,deam21139715 [4] deam21139715,theologia11 [4] buckethatheada1,lespritleibniz [4] lespritleibniz,s0latticus Top Word Pairs in Tweet in G5:
[16] aspen,institute [9] institute,aspeninstitute [8] aspeninstitute,funded [8] funded,millions [8] millions,radical [8] radical,leftist [8] leftist,billionaire [8] billionaire,georgesoros [8] georgesoros,pushing [8] pushing,less Top Word Pairs in Tweet in G6:
[44] aspen,institute [36] royal,decree [26] institute,royal [24] listened,aspen [24] decree,committee [24] committee,petition [24] petition,set [24] set,americans [23] mrsirenetaylor1,listened [10] global,censorship Top Word Pairs in Tweet in G7:
[23] aspen,institute [21] institute,germany [10] mobile,office [10] office,today [10] today,make [10] make,way [10] way,home [10] home,aspen [10] germany,see [10] see,few Top Word Pairs in Tweet in G8:
[18] aspen,institute [3] duševní,mrzáky [2] institute,evropských [2] evropských,hodnot [2] vrchnikomisar,aspen [2] institute,tam [2] tam,tohle [2] tohle,líhne [2] sponzoři,aspen [2] pro,ideologické Top Word Pairs in Tweet in G9:
[7] aspen,institute [2] institute,salt [2] global,censorship [2] censorship,royal [2] royal,decree [2] decree,aspen [2] institute,#princeharry [2] #princeharry,#su [2] #su,youtube [2] youtube,take Top Word Pairs in Tweet in G10:
[26] gracias,751 [26] 751,personas [26] personas,acompañaron [26] acompañaron,escuchando [26] escuchando,ing [26] ing,cuauhtémoc [26] cuauhtémoc,cárdenas [26] cárdenas,c_cardenas_s [26] c_cardenas_s,evento [25] soccivilmx,gracias Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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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:
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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 G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G10: