The graph represents a network of 4,065 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 16:54 UTC.
The tweets in the network were tweeted over the 2974-day, 15-hour, 20-minute period from Thursday, 18 December 2014 at 09:39 UTC to Thursday, 09 February 2023 at 00:59 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 : 4065
Unique Edges : 2663
Edges With Duplicates : 9662
Total Edges : 12325
Number of Edge Types : 9
Retweet : 3575
MentionsInRetweet : 5834
Replies to : 328
MentionsInReplyTo : 649
Mentions : 803
Tweet : 840
MentionsInQuote : 151
Quote : 136
MentionsInQuoteReply : 9
Self-Loops : 1172
Reciprocated Vertex Pair Ratio : 0.0355494787215861
Reciprocated Edge Ratio : 0.0686581944215217
Connected Components : 594
Single-Vertex Connected Components : 375
Maximum Vertices in a Connected Component : 2100
Maximum Edges in a Connected Component : 8305
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 6.485624
Graph Density : 0.000366764002285692
Modularity : 0.478182
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,065 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 16:54 UTC.
The tweets in the network were tweeted over the 2974-day, 15-hour, 20-minute period from Thursday, 18 December 2014 at 09:39 UTC to Thursday, 09 February 2023 at 00:59 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:
[2282] digital,diplomacy [789] diplomacy,contributing [753] valuable,dedications [753] dedications,digital [729] thank,valuable [729] tsrha_kw,thank [674] hero,tsrha_kw [331] g20,presidency [330] diplomacy,push [326] push,during Top Word Pairs in Tweet in G1:
[295] digital,diplomacy [136] summit,digital [106] diplomacy,governance [49] diplomacyedu,summit [48] #digital,#diplomacy [42] diplomacy,diplomacy [37] talks,summit [37] summit,minute [35] role,visuals [35] governance,malta Top Word Pairs in Tweet in G2:
[225] digital,diplomacy [84] content,viewed [76] using,digital [74] diplomacy,win [73] viewed,2022 [73] million,amount [73] 450,million [73] 2022,re [73] getting,started [73] amount,times Top Word Pairs in Tweet in G3:
[278] digital,diplomacy [190] g20,presidency [190] push,during [190] during,g20 [190] diplomacy,push [188] plots,digital [188] india,plots [157] namo,app [156] presidency,namo [25] xi,jinping Top Word Pairs in Tweet in G4:
[822] digital,diplomacy [789] diplomacy,contributing [753] dedications,digital [753] valuable,dedications [729] tsrha_kw,thank [729] thank,valuable [674] hero,tsrha_kw [250] contributing,#onemilliontweetsfort [216] alena4tigray,hero [98] contributing,#onemilliontweetsfo Top Word Pairs in Tweet in G5:
[150] read,ani [133] ani,story [45] pm,modi [34] jaishankar,read [33] diplomacy,consumer [33] petrol,jaishankar [33] pays,less [33] successful,diplomacy [33] benchmark,successful [33] less,petrol Top Word Pairs in Tweet in G6:
[150] diplomacy,against [150] uses,entrapment [150] entrapment,diplomacy [143] xi,jinping [143] against,exploits [143] ccp,uses [143] exploits,pendulum [143] politics,xi [143] pendulum,effect [142] 16,ccp Top Word Pairs in Tweet in G7:
[33] fraternity,esque [33] version,fraternity [33] adult,version [33] sophisticated,adult [32] sealioning,misinformation [32] tactic,sophisticated [32] spreading,trolling [32] trolling,tactic [32] misinformation,spreading [31] jonathanstea,sealioning Top Word Pairs in Tweet in G8:
[63] digital,diplomacy [44] imran,khan [43] hrs,attack [43] khan,hour [43] ago,over [43] attack,imran [43] hour,ago [43] attack,see [43] spox,karine [43] karine,jean Top Word Pairs in Tweet in G9:
[83] digital,diplomacy [81] ባለው,ስልጠና [81] digital,transformation [81] እየተሰጠ,ባለው [81] space,በሚል [81] ለ,senior [81] diplomacy,digital [81] senior,ድፕሎማቶች [81] excelling,cyber [81] transformation,excelling Top Word Pairs in Tweet in G10:
[124] diplomacy,commend [124] joining,dcorg [124] greater,economic [124] dcorg,vision [124] commend,dcorg [124] led,pakistan [124] pakistan,joining [124] economic,digital [124] vision,greater [124] 2020,led Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: