The graph represents a network of 5,226 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 12:30 UTC.
The tweets in the network were tweeted over the 1757-day, 2-hour, 35-minute period from Wednesday, 23 May 2018 at 21:25 UTC to Thursday, 16 March 2023 at 00:00 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 : 5226
Unique Edges : 6774
Edges With Duplicates : 23782
Total Edges : 30556
Number of Edge Types : 9
Retweet : 2503
MentionsInRetweet : 6698
MentionsInReplyTo : 8965
Replies to : 1542
Mentions : 2527
Tweet : 804
Quote : 579
MentionsInQuote : 6762
MentionsInQuoteReply : 176
Self-Loops : 1622
Reciprocated Vertex Pair Ratio : 0.0196912267726726
Reciprocated Edge Ratio : 0.0386219401631913
Connected Components : 203
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 4668
Maximum Edges in a Connected Component : 29456
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.429876
Graph Density : 0.000403942744869689
Modularity : 0.290668
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,226 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 12:30 UTC.
The tweets in the network were tweeted over the 1757-day, 2-hour, 35-minute period from Wednesday, 23 May 2018 at 21:25 UTC to Thursday, 16 March 2023 at 00:00 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:
[313] svenjaschulze68,worldbank [250] worldbank,thank [198] worldbank,socialsecurity [198] dart_bank,worldbank [189] world,bank [176] christopher,lynn [176] lynn,johnson [175] bbc,beckycnn [175] unwatch,bbc [173] 90,9204 Top Word Pairs in Tweet in G1:
[249] worldbank,thank [57] worldbank,group [56] world,bank [54] learn,more [48] rights,men [46] anidasguptawri,bertrandpiccard [46] food,price [46] guangzhechen,anidasguptawri [45] legal,rights [44] worldbank,guangzhechen Top Word Pairs in Tweet in G2:
[175] unwatch,bbc [175] bbc,beckycnn [167] beckycnn,tuffcoalition [167] tuffcoalition,trt [159] kahlissee,aljazeera [159] trt,kahlissee [155] #النصر_ابها,unwatch [146] potus,realdonaldtrump [142] chinadaily,imf [142] international0n,chinadaily Top Word Pairs in Tweet in G3:
[15] nbcsnl,comedycentral [15] eu_justice,un4youth [15] interpol_hq,un_oct [15] rickygervais,interpol_hq [15] justicecanadaen,thejusticedept [15] un_oct,justicecanadaen [15] comedycentral,rickygervais [15] thejusticedept,eu_justice [14] sent,money [11] cnbc,business Top Word Pairs in Tweet in G4:
[198] worldbank,socialsecurity [198] dart_bank,worldbank [176] christopher,lynn [176] lynn,johnson [173] 90,9204 [173] 370,90 [172] 517,703 [172] 703,7101 [172] 9204,517 [172] johnson,370 Top Word Pairs in Tweet in G5:
[153] kgeorgieva,imfafrica [84] #tanzania,still [84] still,ask [84] ask,millions [84] together,davidmalpasswbg [84] imfafrica,together [84] millions,kgeorgieva [83] mariastsehai,#tanzania [83] davidmalpasswbg,wor [70] davidmalpasswbg,worldbank Top Word Pairs in Tweet in G6:
[116] narendramodi,pmoindia [114] pmoindia,rbi [111] rbi,finminindia [102] finminindia,nsitharaman [82] nsitharaman,#boycottunitybanksfb [65] leaking_roof,sunnyfernandes [57] #boycottunitybanksfb,#pmcbankcrisis [46] icj_asia,abpnews [40] #pmcbankcrisis,icj_asia [37] mumbaimirror,httweets Top Word Pairs in Tweet in G7:
[10] #migration,displacement [10] support,dignified [10] displacement,esp [10] esp,youth [10] #climatecrisis,increasingly [10] drives,#migration [10] increasingly,drives [10] youth,collective [10] actions,support [10] collective,actions Top Word Pairs in Tweet in G8:
[16] sdg13un,pigreen1 [16] wael_aboulmagd,emma999too [16] emma999too,un_sdg [16] cop27p,wael_aboulmagd [16] brian_j_keane,madube_ [16] pigreen1,cop27p [16] andersen_inger,brian_j_keane [16] un_sdg,azziadnasenya [16] azziadnasenya,cop26 [16] cop26,andersen_inger Top Word Pairs in Tweet in G9:
[28] regional,director [26] south,asia [21] sustainable,development [15] minister,prof [14] provincial,minister [14] asia,regional [14] worldbank,called [14] irrigation,sindh [14] director,sustainable [14] john,roome Top Word Pairs in Tweet in G10:
[46] vonderleyen,secblinken [46] josepborrellf,worldbank [46] #tigraygenocide,unosapg [46] antonioguterres,josepborrellf [46] #825daysoftigraygenocide,antonioguterres [46] secblinken,#tigraygenocide [46] worldbank,vonderleyen [34] unosapg,whi [34] brhanegss,#825daysoftigraygenocide [17] worldbank,jakesullivan46 Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: