The graph represents a network of 3,168 Twitter users whose recent tweets contained "globaldev", 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 07:20 UTC.
The tweets in the network were tweeted over the 3254-day, 12-hour, 33-minute period from Monday, 14 April 2014 at 11:01 UTC to Sunday, 12 March 2023 at 23:35 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 : 3168
Unique Edges : 2697
Edges With Duplicates : 8434
Total Edges : 11131
Number of Edge Types : 8
Retweet : 2709
MentionsInRetweet : 4172
Mentions : 2002
MentionsInReplyTo : 376
Tweet : 1310
Quote : 181
Replies to : 214
MentionsInQuote : 167
Self-Loops : 1849
Reciprocated Vertex Pair Ratio : 0.0703982777179763
Reciprocated Edge Ratio : 0.131536604987932
Connected Components : 97
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 2947
Maximum Edges in a Connected Component : 10627
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.684789
Graph Density : 0.000495561870680279
Modularity : 0.393395
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,168 Twitter users whose recent tweets contained "globaldev", 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 07:20 UTC.
The tweets in the network were tweeted over the 3254-day, 12-hour, 33-minute period from Monday, 14 April 2014 at 11:01 UTC to Sunday, 12 March 2023 at 23:35 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 : globaldev
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:
[542] international,development [505] #whitesaviorism,#globaldev [499] white,saviorism [496] begins,conversation [491] saviorism,international [489] damaging,#whitesaviorism [489] development,begins [489] conversation,damaging [488] themrise,white [316] #globalhealth,#globaldev Top Word Pairs in Tweet in G1:
[477] #whitesaviorism,#globaldev [470] white,saviorism [469] begins,conversation [465] international,development [464] damaging,#whitesaviorism [464] saviorism,international [464] conversation,damaging [464] development,begins [463] themrise,white [12] critically,analyse Top Word Pairs in Tweet in G2:
[307] #globalhealth,#globaldev [299] health,rights [299] development,stay [299] date,pressing [299] #globaldev,issues [299] rights,development [299] stay,date [299] pressing,#globalhealth [143] global,development [100] leadership,forum Top Word Pairs in Tweet in G3:
[71] #globaldev,links [29] many,more [21] aidnography,#globaldev [18] week,#globaldev [18] mid,week [17] links,liked [10] private,sector [10] front,center [10] sector,front [9] center,quite Top Word Pairs in Tweet in G4:
[19] news,occasional [19] keep,undp [19] undp,news [18] together,supporting [18] supporting,countries [18] undpacclabs,115 [18] countries,bmz_bund [18] bmz_bund,qatar_fund [18] countries,ideas [18] qatar_fund,together Top Word Pairs in Tweet in G5:
[21] #socialimpact,#socimp [15] kamalraji,afexnigeria [15] #socimp,#globaldev [13] attn,#jobseekers [10] efosaojomo,christenseninst [10] #socimp,#socent [9] #globaldev,#socialimpact [9] global,#foodsystems [9] #subsaharanafrica,kamalraji [9] #globaldev,orgs Top Word Pairs in Tweet in G6:
[60] danbanik,enjoyable [51] one,influential [51] influential,thinkers [51] conversation,adamprzeworski [51] time,discussed [51] adamprzeworski,one [51] enjoyable,conversation [51] thinkers,time [50] discussed,th [31] mo,ibrahim Top Word Pairs in Tweet in G7:
[21] events,global [21] ids_uk,hiring [21] research,community [21] news,funding [21] funding,events [21] more,news [20] dev,research [20] global,dev [13] fellow,knowledge [12] closing,date Top Word Pairs in Tweet in G8:
[18] #globaldev,research [14] pande,egc [10] long,term [10] research,rohini [10] panel,datasets [10] process,panel [10] datasets,essential [10] essential,#globaldev [10] term,process [10] rohini,pande Top Word Pairs in Tweet in G9:
[139] #globaldev,#globaldevelopment [131] #globaldevelopment,#internationaldevelopment [126] #internationaldevelopment,#dev [51] #chinaasadevelopmentactor,#donorchina [43] #datascience,#econometrics [43] #econometrics,#research [37] #donorchina,#chinaafrica [34] #dev,#globalgovernance [17] sdgs,sustainabledevelopment [17] #chinaafrica,#globaldev Top Word Pairs in Tweet in G10:
[15] english,french [14] french,spanish [10] globaldev,blog [8] articles,plus [8] kunalsen5,anustup_kundu [7] work,globaldev [7] _emilyrains,anirudhk1658 [7] blog,editorial [7] article,globaldevb [7] view,tor 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 G6:
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: