The graph represents a network of 5,006 Twitter users whose recent tweets contained "aspen institute", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 16:35 UTC.
The tweets in the network were tweeted over the 3591-day, 0-hour, 10-minute period from Thursday, 11 April 2013 at 00:26 UTC to Thursday, 09 February 2023 at 00:36 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5006
Unique Edges : 2366
Edges With Duplicates : 11297
Total Edges : 13663
Number of Edge Types : 9
Mentions : 298
Retweet : 3632
MentionsInRetweet : 4379
Tweet : 722
Replies to : 1316
MentionsInReplyTo : 3134
Quote : 112
MentionsInQuote : 39
MentionsInQuoteReply : 31
Self-Loops : 1017
Reciprocated Vertex Pair Ratio : 0.022488038277512
Reciprocated Edge Ratio : 0.0439868975198877
Connected Components : 381
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 3532
Maximum Edges in a Connected Component : 10415
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.089149
Graph Density : 0.000255876764066936
Modularity : 0.442433
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,006 Twitter users whose recent tweets contained "aspen institute", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 16:35 UTC.
The tweets in the network were tweeted over the 3591-day, 0-hour, 10-minute period from Thursday, 11 April 2013 at 00:26 UTC to Thursday, 09 February 2023 at 00:36 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[2182] aspen,institute [1312] alex,stamos [1307] krebs',business [1307] 11,alex [1307] business,partner [1307] eip,censorship [1307] censorship,network [1307] network,krebs' [1307] stamos,former [1307] exec,founder Top Word Pairs in Tweet in G1:
[1127] alex,stamos [1124] founder,eip [1124] former,facebook [1124] network,krebs' [1124] eip,censorship [1124] 11,alex [1124] stamos,former [1124] censorship,network [1124] facebook,exec [1124] business,partner Top Word Pairs in Tweet in G2:
[353] men,alive [353] become,without [353] one,influential [353] question,one [353] alive,wasn [353] head,aspen [353] meanwhile,schwab [353] wasn,head [353] schwab,become [353] without,question Top Word Pairs in Tweet in G3:
[352] aspen,institute [169] giorgiameloni,aspen [108] finanzo,legale [108] febbraio,nasce [108] filo,tramp [108] pacifista,filo [108] partito,sovranista [108] legale,atlantico [108] fine,febbraio [108] sovranista,finanzo Top Word Pairs in Tweet in G4:
[187] aspen,institute [43] tisíc,vojáků [43] velké,války [43] 150,tisíc [43] pro,případ [43] války,potřebuje [43] potřebuje,150 [43] ukazuje,studie [43] případ,velké [43] česko,pro Top Word Pairs in Tweet in G5:
[198] aspen,institute [92] hunter,biden [87] laptop,story [85] biden,laptop [80] chris,krebs [78] institute,ran [78] suppress,hunter [78] same,aspen [78] ran,war [78] war,games Top Word Pairs in Tweet in G6:
[247] aspen,institute [177] institute,cyber [101] rick,stengel [67] censorship,network [67] kanekoathegreat,11 [67] alex,stamos [67] former,facebook [67] business,partner [67] stamos,former [67] krebs',business Top Word Pairs in Tweet in G7:
[124] aspen,institute [8] hunter,biden [7] cesar,conde [6] chairman,cesar [5] institute,aspen [5] institute,kyiv [5] board,trustees [5] laptop,story [5] institute,economic [5] biden,laptop Top Word Pairs in Tweet in G8:
[40] aspen,institute [11] workforce,leadership [8] approves,consulting [8] agreement,bill [8] gates,funded [8] institute,address [8] bill,gates [8] city,council [8] birmingham,city [8] consulting,agreement Top Word Pairs in Tweet in G9:
[105] aspen,institute [92] misinformation,commission [92] acknowledged,harry [92] piece,love [92] good,piece [92] such,good [92] love,acknowledged [92] harry,role [92] institute,misinformation [92] role,aspen Top Word Pairs in Tweet in G10:
[41] aspen,institute [36] giorgia,meloni [35] famoso,centro [35] studi,internazionale [35] internazionale,cui [35] nell,aspen [35] sezione,italiana [35] italiana,come [35] centro,studi [35] entrata,nell Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 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:
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:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: