The graph represents a network of 12,339 Twitter users whose recent tweets contained "PandoraPapers", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 04 October 2021 at 01:37 UTC.
The tweets in the network were tweeted over the 32-minute period from Monday, 04 October 2021 at 00:16 UTC to Monday, 04 October 2021 at 00:48 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 : 12339
Unique Edges : 23388
Edges With Duplicates : 5264
Total Edges : 28652
Number of Edge Types : 5
Retweet : 16530
Replies to : 603
Mentions : 1734
MentionsInRetweet : 7274
Tweet : 2511
Self-Loops : 2549
Reciprocated Vertex Pair Ratio : 0.00158072371512795
Reciprocated Edge Ratio : 0.00315645794233066
Connected Components : 939
Single-Vertex Connected Components : 477
Maximum Vertices in a Connected Component : 10567
Maximum Edges in a Connected Component : 26733
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.984009
Graph Density : 0.000153995128514794
Modularity : 0.656928
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 12,339 Twitter users whose recent tweets contained "PandoraPapers", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 04 October 2021 at 01:37 UTC.
The tweets in the network were tweeted over the 32-minute period from Monday, 04 October 2021 at 00:16 UTC to Monday, 04 October 2021 at 00:48 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 : TwitterSearch
Graph Term : PandoraPapers
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:
[2430] paraísos,fiscales [944] islas,vírgenes [942] sebastián,piñera [725] vírgenes,británicas [712] minera,dominga [674] director,dian [671] millones,dólares [655] dominga,#pandorapapers [594] líderes,mundiales [574] paraíso,fiscal Top Word Pairs in Tweet in G1:
[771] sebastián,piñera [732] islas,vírgenes [637] minera,dominga [618] dominga,#pandorapapers [560] vírgenes,británicas [498] subsecretario,minería [482] millones,pesos [478] pdte,piñera [478] ustedes,eran [478] eran,jóvenes Top Word Pairs in Tweet in G2:
[633] director,dian [570] paraísos,fiscales [359] cuentas,paraísos [273] fiscales,#pandorapapers [247] aparece,#pandorapapers [237] lucha,uribismo [237] uribismo,contra [237] contra,narcotrafico [237] narcotrafico,corrupción [237] corrupción,lucha Top Word Pairs in Tweet in G3:
[822] paraísos,fiscales [400] #pandorapapers,#lassoespandora [321] exclusiva,#pandorapapers [259] cuentas,offshore [221] guillermo,lasso [204] jmahrens,lafuentejavi [175] políticos,artistas [175] clase,media [172] mientras,lassoguillermo [172] lassoguillermo,quiere Top Word Pairs in Tweet in G4:
[562] paraísos,fiscales [210] julio,scherer [198] jorge,arganis [196] pareja,bartlett [154] lópez,obrador [133] lista,#pandorapapers [132] armando,guadiana [126] frustración,sentir [126] sentir,presidente [126] presidente,lópez Top Word Pairs in Tweet in G5:
[20] paraísos,fiscales [11] #pandorapapers,#pandoraleaks [11] #taxtherich,#taxtherich [9] piñera,#pandorapapers [9] pandora,papers [9] fuera,piñera [9] director,dian [9] #pandorapapers,#pandorapaper [8] acusación,constitucional [8] piñera,fuera Top Word Pairs in Tweet in G6:
[339] paulo,guedes [204] paraíso,fiscal [200] em,paraíso [177] offshore,milionária [168] milionária,em [148] guedes,tem [148] tem,offshore [142] ministro,economia [117] ilhas,virgens [97] milhões,em Top Word Pairs in Tweet in G7:
[127] عمران,خان [54] کا,نام [42] آف,شور [40] #pandorapapers,میں [39] خان,کا [39] کی,آف [37] کے,بعد [36] پیپرز,میں [35] کے,نام [30] ہے,#pandorapapers Top Word Pairs in Tweet in G8:
[87] rich,powerful [76] financial,secrets [70] #pandorapapers,biggest [70] biggest,leak [70] leak,offshore [70] offshore,data [70] data,exposes [70] exposes,financial [70] secrets,rich [50] uhuru,kenyatta Top Word Pairs in Tweet in G9:
[323] líderes,mundiales [165] esconden,fortunas [162] investigación,revela [162] revela,líderes [162] mundiales,esconden [162] fortunas,pagar [162] pagar,impuestos [162] impuestos,implicados [162] implicados,presidentes [162] presidentes,latina Top Word Pairs in Tweet in G10:
[108] 11,300 [102] 000,000 [95] paradis,fiscaux [68] milliards,dollars [57] 35,chefs [57] 300,milliards [56] chefs,état [53] milliers,milliards [51] 300,000 [51] fraude,fiscale 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: