The graph represents a network of 3,972 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 17:09 UTC.
The tweets in the network were tweeted over the 3002-day, 14-hour, 32-minute period from Thursday, 18 December 2014 at 09:39 UTC to Thursday, 09 March 2023 at 00:11 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 : 3972
Unique Edges : 2787
Edges With Duplicates : 9801
Total Edges : 12588
Number of Edge Types : 9
Retweet : 3558
MentionsInRetweet : 5928
Tweet : 800
Mentions : 901
Replies to : 372
MentionsInReplyTo : 764
Quote : 129
MentionsInQuote : 122
MentionsInQuoteReply : 14
Self-Loops : 1151
Reciprocated Vertex Pair Ratio : 0.0354789660415611
Reciprocated Edge Ratio : 0.0685266764561919
Connected Components : 594
Single-Vertex Connected Components : 359
Maximum Vertices in a Connected Component : 1972
Maximum Edges in a Connected Component : 8449
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.637582
Graph Density : 0.000388580045206904
Modularity : 0.469697
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,972 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 17:09 UTC.
The tweets in the network were tweeted over the 3002-day, 14-hour, 32-minute period from Thursday, 18 December 2014 at 09:39 UTC to Thursday, 09 March 2023 at 00:11 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:
[2388] digital,diplomacy [1003] diplomacy,contributing [953] valuable,dedications [953] dedications,digital [844] thank,valuable [844] tsrha_kw,thank [759] hero,tsrha_kw [332] g20,presidency [331] diplomacy,push [327] push,during Top Word Pairs in Tweet in G1:
[306] digital,diplomacy [80] summit,digital [59] diplomacy,governance [53] diplomacy,cross [51] cross,border [51] attempt,balance [51] public,order [51] ease,doing [51] order,ease [51] security,public Top Word Pairs in Tweet in G2:
[272] digital,diplomacy [192] diplomacy,push [192] during,g20 [192] push,during [192] g20,presidency [190] india,plots [190] plots,digital [158] namo,app [157] presidency,namo [16] using,digital Top Word Pairs in Tweet in G3:
[219] digital,diplomacy [82] content,viewed [74] using,digital [72] diplomacy,win [71] viewed,2022 [71] million,amount [71] 450,million [71] 2022,re [71] getting,started [71] amount,times Top Word Pairs in Tweet in G4:
[1004] digital,diplomacy [1003] diplomacy,contributing [953] valuable,dedications [953] dedications,digital [844] thank,valuable [844] tsrha_kw,thank [759] hero,tsrha_kw [191] contributing,#onemilliontweetsfo [123] contributing,#onemilliontweetsfortigray [122] contributing,#onemilliontweetsforti Top Word Pairs in Tweet in G5:
[99] read,ani [82] ani,story [27] ani_digital,ani [24] epics,jaishankar [24] explains,diplomacy [24] india's,strategic [24] jaishankar,explains [24] digital,infrastructure [24] indian,epics [24] diplomacy,read Top Word Pairs in Tweet in G6:
[125] 2020,led [125] led,pakistan [125] vision,greater [125] joining,dcorg [125] digital,diplomacy [125] greater,economic [125] dcorg,vision [125] pakistan,joining [125] commend,dcorg [125] economic,digital Top Word Pairs in Tweet in G7:
[25] ukraine,boost [25] boost,diplomacy [25] africa,regions [25] diplomacy,africa [23] citizentvkenya,ukraine [19] kenya's,25 [19] meeting,heads [19] africa,address [19] missions,africa [19] mission,kenya's Top Word Pairs in Tweet in G8:
[69] head,state [69] today,pet [69] long,interview [69] followers,long [69] project,followers [69] dept,blinkin [69] interview,head [69] pet,project [69] state,dept [68] pepesgrandma,today Top Word Pairs in Tweet in G9:
[28] digital,diplomacy [21] pakistani,twitter [20] empirical,proof [20] one,last [20] last,imprint [20] zindabad',present [20] sets,one [20] 'z,zindabad' [20] twitter,'z [20] present,empirical Top Word Pairs in Tweet in G10:
[60] ነው,ካሳለፍናቸው [60] መዘናጋት,ከተመለስን [60] ጥፋታቸው,መመለሳቸው [60] ከተመለስን,ነው [60] እኛ,ወደ [60] ካሳለፍናቸው,አመታት [60] መመለሳቸው,አያስገርምም [60] ምእራባውያን,ወደ [60] ወደ,መዘናጋት [60] ትግላችን,ወሳኝ Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
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: