The graph represents a network of 6,480 Twitter users whose tweets in the requested range contained "panamapapers", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 April 2021 at 18:42 UTC.
The requested start date was Monday, 12 April 2021 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 11-day, 0-hour, 26-minute period from Wednesday, 31 March 2021 at 22:51 UTC to Sunday, 11 April 2021 at 23:17 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 : 6480
Unique Edges : 3434
Edges With Duplicates : 14953
Total Edges : 18387
Number of Edge Types : 5
Retweet : 6792
MentionsInRetweet : 9812
Tweet : 353
Mentions : 1244
Replies to : 186
Self-Loops : 378
Reciprocated Vertex Pair Ratio : 0.00690294663094993
Reciprocated Edge Ratio : 0.0137112452675739
Connected Components : 252
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 5445
Maximum Edges in a Connected Component : 16591
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.829515
Graph Density : 0.000232779597522099
Modularity : 0.475973
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,480 Twitter users whose tweets in the requested range contained "panamapapers", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 April 2021 at 18:42 UTC.
The requested start date was Monday, 12 April 2021 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 11-day, 0-hour, 26-minute period from Wednesday, 31 March 2021 at 22:51 UTC to Sunday, 11 April 2021 at 23:17 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 : panamapapers
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:
[1148] #panamapapers,maniobras [1148] maniobras,offshore [1148] offshore,fraude [1148] fraude,decisivo [1148] junto,firma [1146] aliaga,junto [1145] idl_r,#panamapapers [727] firma,panameña [725] panameña,mossack [637] dato,gerente Top Word Pairs in Tweet in G1:
[510] five,years [435] years,ago [252] ago,#panamapapers [191] #panamapapers,investigation [174] investigation,first [173] earthquake,cnn [173] cnn,columnist [173] columnist,fridaghitis [173] fridaghitis,wrote [173] wrote,five Top Word Pairs in Tweet in G2:
[1109] #panamapapers,maniobras [1109] maniobras,offshore [1109] offshore,fraude [1109] fraude,decisivo [1109] aliaga,junto [1109] junto,firma [1108] idl_r,#panamapapers [695] firma,panameña [695] panameña,mossack [601] lópez,aliaga Top Word Pairs in Tweet in G3:
[637] dato,gerente [637] gerente,emp [637] emp,epmestamosahi [637] epmestamosahi,miguel [637] miguel,alejandro [637] alejandro,calderón [637] calderón,chatet [637] chatet,designado [637] designado,alcalde [637] alcalde,quinterocalle Top Word Pairs in Tweet in G4:
[178] proyecto,ley [169] pasado,hubo [169] hubo,incluso [169] incluso,proyecto [169] ley,presentado [169] presentado,diputada [169] diputada,fernanda [169] fernanda,vallejos [169] vallejos,excluir [169] excluir,medidas Top Word Pairs in Tweet in G5:
[385] roman,anin [381] really,bad [381] bad,news [381] news,roman [381] anin,played [381] played,key [381] key,role [381] role,#panamapapers [381] #panamapapers,alongside [381] alongside,team Top Word Pairs in Tweet in G6:
[196] rla,rlopezaliaga1 [196] rlopezaliaga1,amenaza [196] amenaza,denunciar [196] denunciar,dicen [196] dicen,debe [196] debe,sunat [196] sunat,recibió [196] recibió,reactiva [196] reactiva,involucrado [193] recuerdosperu,rla Top Word Pairs in Tweet in G7:
[123] armandoinfo,#panamapapers [71] mossack,fonseca [67] #panamapapers,hallazgos [67] hallazgos,arrojaron [67] arrojaron,documentos [67] documentos,bufete [67] bufete,panameño [67] panameño,mossack [67] fonseca,alcancías [64] lavado,dinero Top Word Pairs in Tweet in G8:
[185] quintero,calle [185] calle,continúa [185] continúa,politizando [185] politizando,epm [185] epm,nuevo [185] nuevo,gerente [185] gerente,vinculado [185] vinculado,panamapapers [185] panamapapers,presenta [185] presenta,hoja Top Word Pairs in Tweet in G9:
[164] inemexico,prohíbe [164] prohíbe,hablar [164] hablar,logros [164] logros,amlo [164] amlo,pusieron [164] pusieron,fácil [164] fácil,hablemos [164] hablemos,corruptelas [164] corruptelas,prianismo [163] chairo03a,inemexico Top Word Pairs in Tweet in G10:
[152] rien,qu [152] qu,#france [152] #france,fisc [152] fisc,déjà [152] déjà,récupéré [152] récupéré,126 [152] 126,millions [152] millions,euros [152] euros,menant [152] menant,bien Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: