The graph represents a network of 4,514 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 16:54 UTC.
The tweets in the network were tweeted over the 2295-day, 18-hour, 53-minute period from Thursday, 29 September 2016 at 04:56 UTC to Wednesday, 11 January 2023 at 23:50 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 : 4514
Unique Edges : 2776
Edges With Duplicates : 9362
Total Edges : 12138
Number of Edge Types : 9
Retweet : 3611
MentionsInRetweet : 5326
MentionsInReplyTo : 824
Replies to : 433
Mentions : 932
Tweet : 703
MentionsInQuote : 144
Quote : 156
MentionsInQuoteReply : 9
Self-Loops : 1090
Reciprocated Vertex Pair Ratio : 0.0375712848037571
Reciprocated Edge Ratio : 0.0724215971548658
Connected Components : 472
Single-Vertex Connected Components : 224
Maximum Vertices in a Connected Component : 3010
Maximum Edges in a Connected Component : 9378
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.627574
Graph Density : 0.000303656811450326
Modularity : 0.490417
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,514 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 16:54 UTC.
The tweets in the network were tweeted over the 2295-day, 18-hour, 53-minute period from Thursday, 29 September 2016 at 04:56 UTC to Wednesday, 11 January 2023 at 23:50 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:
[1802] digital,diplomacy [251] space,organized [251] ethiopian,digital [251] called,colours [251] diplomacy,collective [251] twitter,space [251] appeared,special [251] special,guest [251] collective,called [251] organized,ethiopian Top Word Pairs in Tweet in G1:
[561] digital,diplomacy [249] called,colours [249] special,guest [249] space,organized [249] diplomacy,collective [249] organized,ethiopian [249] collective,called [249] ethiopian,digital [249] appeared,special [249] twitter,space Top Word Pairs in Tweet in G2:
[426] digital,diplomacy [154] summit,digital [122] diplomacy,governance [58] diplomacyedu,summit [55] #digital,#diplomacy [52] diplomacy,cross [50] cross,border [50] attempt,balance [50] public,order [50] ease,doing Top Word Pairs in Tweet in G3:
[82] digital,diplomacy [26] xi,jinping [25] pendulum,effect [25] against,exploits [25] diplomacy,against [25] oil,digital [25] uses,entrapment [25] jinping,aiming [25] aiming,saudi [25] entrapment,diplomacy Top Word Pairs in Tweet in G4:
[57] digital,diplomacy [50] platform,manipulation [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 G5:
[227] read,ani [210] ani,story [66] 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 G6:
[143] digital,diplomacy [55] best,digital [51] social,media [49] example,gifts [49] sea,behind [49] beautiful,example [49] behind,beautiful [49] nature,given [49] warning,israel [49] gifts,nature Top Word Pairs in Tweet in G7:
[62] jonathanstea,sealioning [41] jonathanstea,ve [34] fraternity,esque [34] version,fraternity [34] adult,version [34] sophisticated,adult [33] trolling,tactic [33] sealioning,misinformation [33] tactic,sophisticated [33] misinformation,spreading Top Word Pairs in Tweet in G8:
[95] digital,policy [82] ambassador,large [72] nathaniel,fick [71] cyberspace,digital [67] large,cyberspace [65] fick,ambassador [64] confirming,nathaniel [64] senate,confirming [64] grateful,senate [63] deputysecstate,grateful Top Word Pairs in Tweet in G9:
[149] diplomacy,against [149] uses,entrapment [149] entrapment,diplomacy [141] xi,jinping [141] against,exploits [141] ccp,uses [141] exploits,pendulum [141] politics,xi [141] pendulum,effect [140] 16,ccp Top Word Pairs in Tweet in G10:
[123] 2020,led [123] led,pakistan [123] vision,greater [123] joining,dcorg [123] digital,diplomacy [123] greater,economic [123] dcorg,vision [123] pakistan,joining [123] commend,dcorg [123] economic,digital 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 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: