The graph represents a network of 7,437 Twitter users whose tweets in the requested range contained "worldbank", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 March 2022 at 12:32 UTC.
The requested start date was Thursday, 17 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 19-hour, 19-minute period from Sunday, 13 March 2022 at 04:41 UTC to Thursday, 17 March 2022 at 00:01 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 7437
Unique Edges : 10073
Edges With Duplicates : 17782
Total Edges : 27855
Number of Edge Types : 5
Retweet : 4383
MentionsInRetweet : 9007
Mentions : 12132
Replies to : 1572
Tweet : 761
Self-Loops : 894
Reciprocated Vertex Pair Ratio : 0.0148988067769794
Reciprocated Edge Ratio : 0.0293601818772329
Connected Components : 403
Single-Vertex Connected Components : 186
Maximum Vertices in a Connected Component : 6311
Maximum Edges in a Connected Component : 26295
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.33035
Graph Density : 0.000278382884582655
Modularity : 0.420246
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,437 Twitter users whose tweets in the requested range contained "worldbank", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 March 2022 at 12:32 UTC.
The requested start date was Thursday, 17 March 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 19-hour, 19-minute period from Sunday, 13 March 2022 at 04:41 UTC to Thursday, 17 March 2022 at 00:01 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[389] international,community [363] imfnews,worldbank [348] months,#tigraygenocide [348] #tigraygenocide,still [348] still,little [348] little,done [348] done,international [348] community,hold [348] hold,ethiopia [212] world,bank Top Word Pairs in Tweet in G1:
[112] climate,warehouse [111] re,pleased [111] pleased,announce [111] announce,worldbank [111] worldbank,climate [111] warehouse,public [111] public,observer [111] observer,node [111] node,built [111] built,chia Top Word Pairs in Tweet in G2:
[113] worldbank,group [78] worldbank,worldbank [67] मह,ल [66] davidmalpasswbg,worldbank [55] climate,change [55] russian,invasion [54] invasion,ukraine [52] worldbank,ifc_org [49] ignatiuspost,postlive [42] bridge,international Top Word Pairs in Tweet in G3:
[200] imfnews,worldbank [159] security,forces [100] narendramodi,pmoindia [97] pmoindia,rbi [85] ndtv,cnn [85] cnn,cnnnews18 [84] g7,stop [83] worldbank,g7 [83] stop,selfish [83] selfish,interests Top Word Pairs in Tweet in G4:
[347] months,#tigraygenocide [347] #tigraygenocide,still [347] still,little [347] little,done [347] done,international [347] international,community [347] community,hold [347] hold,ethiopia [187] ethiopia,accountable [105] ethiopia,accountab Top Word Pairs in Tweet in G5:
[199] indiawantsmb,worldbank [196] social,welfare [168] worldbank,agreed [168] agreed,provide [168] provide,loan [168] welfare,work [167] loan,rs [167] rs,952 [167] 952,crore [167] crore,social Top Word Pairs in Tweet in G6:
[57] bronwynnielsen,secvilsack [49] unilever,chefsamkass [44] food,systems [44] systems,outlook [44] outlook,2022 [44] 2022,bronwynnielsen [44] secvilsack,hanneke [44] hanneke,faber [44] faber,unilever [44] chefsamkass,rodrigo Top Word Pairs in Tweet in G7:
[26] unicefsocpolicy,ida_crpd_forum [26] ida_crpd_forum,unprpd [24] unprpd,dfat [23] dfat,worldbank [23] worldbank,adb_hq [20] case,arb [20] adb_hq,fcdogovuk [20] fcdogovuk,giz_gmbh [20] unicef,worldbank [17] climate,change Top Word Pairs in Tweet in G8:
[33] world,bank [9] covid,19 [8] reputable,source [8] #worldbank,#europeanunion [5] 17,00 [5] #kayistproject,#employment [5] #employment,#istihdam [5] #istihdam,#worldbank [4] source,reputable [4] source,184 Top Word Pairs in Tweet in G9:
[134] imfnews,worldbank [92] black,list [89] russia,black [84] designate,russia [83] list,#blacklistrussia [79] fatfnews,designate [78] fatfnews,marcuspleyer [78] marcuspleyer,imfnews [76] terrorist,state [57] russia,terrorist Top Word Pairs in Tweet in G10:
[18] الحرب,في [15] في,#أوكرانيا [15] منطقة,#الشرق_الأوسط [14] #الشرق_الأوسط,و [14] و,#شمال_أفريقيا [12] worldbankmena,الحرب [11] cash,transfers [11] dr,ejaz [11] ejaz,ghani [10] #أوكرانيا,ستؤثر 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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