The graph represents a network of 4,748 Twitter users whose recent tweets contained "worldbank", 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 13:27 UTC.
The tweets in the network were tweeted over the 1718-day, 11-hour, 31-minute period from Sunday, 27 May 2018 at 13:28 UTC to Thursday, 09 February 2023 at 01:00 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 : 4748
Unique Edges : 8345
Edges With Duplicates : 22056
Total Edges : 30401
Number of Edge Types : 9
Retweet : 3837
MentionsInRetweet : 12287
Replies to : 986
MentionsInReplyTo : 7739
Mentions : 3252
Quote : 176
Tweet : 312
MentionsInQuote : 1706
MentionsInQuoteReply : 106
Self-Loops : 756
Reciprocated Vertex Pair Ratio : 0.00697009827838573
Reciprocated Edge Ratio : 0.0138437045753444
Connected Components : 139
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 4349
Maximum Edges in a Connected Component : 29719
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.279607
Graph Density : 0.00064098479969347
Modularity : 0.365073
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,748 Twitter users whose recent tweets contained "worldbank", 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 13:27 UTC.
The tweets in the network were tweeted over the 1718-day, 11-hour, 31-minute period from Sunday, 27 May 2018 at 13:28 UTC to Thursday, 09 February 2023 at 01:00 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 : worldbank
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:
[510] worldbank,cnn [510] mbuhari,worldbank [490] cenbank,mbuhari [482] unhumanrights,interpol_hq [479] interpol_hq,cenbank [478] hon_olanrewaju0,unhumanrights [375] climate,resilient [247] collaboration,worldbank [234] sindh,government [232] world,bank Top Word Pairs in Tweet in G1:
[375] climate,resilient [247] collaboration,worldbank [234] sindh,government [226] resilient,homes [212] worldbank,provide [212] flood,victims [185] officially,launch [177] government,sindh [174] funds,first [174] disperse,online Top Word Pairs in Tweet in G2:
[510] worldbank,cnn [510] mbuhari,worldbank [490] cenbank,mbuhari [482] unhumanrights,interpol_hq [479] interpol_hq,cenbank [478] hon_olanrewaju0,unhumanrights [231] godwiniemefiele,sylvaokolieaboh [226] cnn,worldbank [215] interpol_hq,cnn [205] mbuhari,interpol_hq Top Word Pairs in Tweet in G3:
[174] destroyed,eritrean [174] eritrean,ethiopian [174] government,restored [174] restored,immediately [174] looted,destroyed [174] tigray,infrastructure [174] infrastructure,looted [174] immediately,before [174] ethiopian,government [79] gereleake12,tigray Top Word Pairs in Tweet in G4:
[39] potus,potus45 [20] gifct_official,fbi [20] wlns,cnn [20] wilxtv,fox47news [20] sentedcruz,rondesantisfl [20] fox47news,wlns [20] usao_mie,usao_wdmi [19] potus44,dhsgov [19] abc,foxnews [19] distrokid,sentedcruz Top Word Pairs in Tweet in G5:
[36] narendramodi,pmoindia [35] अध,क [35] finminindia,nsitharaman [35] icj_asia,abpnews [35] pmoindia,rbi [35] rbi,finminindia [34] भ,रत [31] सबस,बड [29] #boycottunitybanksfb,#pmcbankcrisis [29] #pmcbankcrisis,icj_asia Top Word Pairs in Tweet in G6:
[80] agtech,innovation [80] korea,agtech [80] africa,korea [41] innovation,challenge [40] grand,jury [40] jury,africa [39] innovation,summit [37] presents,grand [37] intellecap,presents [33] intellecaptweet,intellecap Top Word Pairs in Tweet in G7:
[7] water,storage [6] vital,tool [6] extremes,escalate [6] storage,increasingly [6] tool,adapting [6] challenges,current [6] adapting,water [6] escalate,water [6] climate,extremes [6] water,related Top Word Pairs in Tweet in G8:
[50] public,servants [25] servants,evidence [25] global,survey [25] servants,300 [25] survey,public [25] 000,public [25] 300,government [25] viewpoint,global [25] 300,000 [25] evidence,300 Top Word Pairs in Tweet in G9:
[7] worldbank,banque_fransi [7] banque_fransi,sama_gov [6] ukinsaudiarabia,bbcarabic [6] unhumanrights,usainksa [6] usainksa,elonmusk [6] euinarabic,unhumanrights [6] justintrudeau,euinarabic [6] statedept,justintrudeau [6] elonmusk,ukinsaudiarabia [6] saudibanks,worldbank Top Word Pairs in Tweet in G10:
[51] johnaroome,worldbank [32] supriyasahuias,johnaroome [19] south,asia [19] regional,director [19] sustainable,development [19] bank,johnaroome [19] director,sustainable [19] moment,south [19] world,bank [19] asia,regional Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: