The graph represents a network of 4,539 Twitter users whose recent tweets contained "Digital Diplomacy ", 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 16:54 UTC.
The tweets in the network were tweeted over the 2282-day, 4-hour, 53-minute period from Thursday, 29 September 2016 at 04:56 UTC to Thursday, 29 December 2022 at 09:50 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 : 4539
Unique Edges : 2704
Edges With Duplicates : 9130
Total Edges : 11834
Number of Edge Types : 9
Retweet : 3629
MentionsInRetweet : 5056
Replies to : 436
MentionsInReplyTo : 791
Mentions : 931
Tweet : 695
MentionsInQuote : 138
MentionsInQuoteReply : 8
Quote : 150
Self-Loops : 1071
Reciprocated Vertex Pair Ratio : 0.0384416479917256
Reciprocated Edge Ratio : 0.0740371845949535
Connected Components : 496
Single-Vertex Connected Components : 235
Maximum Vertices in a Connected Component : 2945
Maximum Edges in a Connected Component : 8954
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.404781
Graph Density : 0.000292455833780222
Modularity : 0.489791
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,539 Twitter users whose recent tweets contained "Digital Diplomacy ", 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 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 16:54 UTC.
The tweets in the network were tweeted over the 2282-day, 4-hour, 53-minute period from Thursday, 29 September 2016 at 04:56 UTC to Thursday, 29 December 2022 at 09:50 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 : Digital Diplomacy
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:
[1870] digital,diplomacy [253] space,organized [253] ethiopian,digital [253] called,colours [253] diplomacy,collective [253] twitter,space [253] appeared,special [253] special,guest [253] collective,called [253] organized,ethiopian Top Word Pairs in Tweet in G1:
[703] digital,diplomacy [253] called,colours [253] special,guest [253] space,organized [253] diplomacy,collective [253] organized,ethiopian [253] collective,called [253] ethiopian,digital [253] appeared,special [253] twitter,space Top Word Pairs in Tweet in G2:
[388] digital,diplomacy [152] summit,digital [121] diplomacy,governance [57] diplomacyedu,summit [52] #digital,#diplomacy [37] digital,policy [36] summit,minute [35] talks,summit [35] governance,malta [32] remember,digital Top Word Pairs in Tweet in G3:
[90] digital,diplomacy [27] xi,jinping [26] pendulum,effect [26] against,exploits [26] diplomacy,against [26] oil,digital [26] uses,entrapment [26] jinping,aiming [26] aiming,saudi [26] entrapment,diplomacy Top Word Pairs in Tweet in G4:
[228] read,ani [210] ani,story [67] pm,modi [54] jaishankar,read [51] ani_digital,ani [46] dialogue,diplomacy [40] ani_digital,pm [37] ani_digital,diplomacy [33] diplomacy,consumer [33] consumer,pays Top Word Pairs in Tweet in G5:
[122] digital,diplomacy [56] best,digital [49] example,gifts [49] sea,behind [49] beautiful,example [49] behind,beautiful [49] nature,given [49] warning,israel [49] gifts,nature [49] red,sea Top Word Pairs in Tweet in G6:
[99] digital,policy [83] ambassador,large [73] nathaniel,fick [72] cyberspace,digital [68] large,cyberspace [66] fick,ambassador [65] confirming,nathaniel [65] senate,confirming [65] grateful,senate [64] deputysecstate,grateful Top Word Pairs in Tweet in G7:
[51] platform,manipulation [46] digital,diplomacy [44] imran,khan [43] ago,over [43] jean,pierre [43] spox,karine [43] attack,see [43] hour,ago [43] condemned,attack [43] pierre,condemned Top Word Pairs in Tweet in G8:
[61] jonathanstea,sealioning [41] jonathanstea,ve [33] fraternity,esque [33] version,fraternity [33] adult,version [33] sophisticated,adult [32] sealioning,misinformation [32] tactic,sophisticated [32] spreading,trolling [32] trolling,tactic Top Word Pairs in Tweet in G9:
[159] diplomacy,against [159] uses,entrapment [159] entrapment,diplomacy [146] xi,jinping [146] against,exploits [146] exploits,pendulum [146] politics,xi [146] pendulum,effect [145] ccp,uses [144] 16,ccp Top Word Pairs in Tweet in G10:
[98] voices,twitter [98] easy,forget [98] twitter,years [98] taiwanese,voices [98] article,ran [98] twitter,important [98] ran,twitter [98] ago,article [98] few,taiwanese [98] forget,few 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:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: