The graph represents a network of 6,016 Twitter users whose recent tweets contained "panamapapers", 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 22:07 UTC.
The tweets in the network were tweeted over the 2498-day, 21-hour, 57-minute period from Sunday, 03 April 2016 at 23:45 UTC to Sunday, 05 February 2023 at 21:43 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 : 6016
Unique Edges : 3938
Edges With Duplicates : 14054
Total Edges : 17992
Number of Edge Types : 9
Retweet : 3277
MentionsInRetweet : 5074
MentionsInReplyTo : 4489
Replies to : 1693
MentionsInQuoteReply : 1355
Quote : 520
Tweet : 859
Mentions : 463
MentionsInQuote : 262
Self-Loops : 1731
Reciprocated Vertex Pair Ratio : 0.019247704113725
Reciprocated Edge Ratio : 0.0377684522340163
Connected Components : 506
Single-Vertex Connected Components : 117
Maximum Vertices in a Connected Component : 3669
Maximum Edges in a Connected Component : 13054
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.659793
Graph Density : 0.000223897260395112
Modularity : 0.445981
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,016 Twitter users whose recent tweets contained "panamapapers", 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 22:07 UTC.
The tweets in the network were tweeted over the 2498-day, 21-hour, 57-minute period from Sunday, 03 April 2016 at 23:45 UTC to Sunday, 05 February 2023 at 21:43 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 : 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:
[951] grand,public [950] registre,bénéficiaires [950] public,l'accès [950] discrète,fermeture [950] fermeture,grand [950] bénéficiaires,effectifs [950] effectifs,sociétés [950] retour,discrète [950] l'accès,registre [948] sociétés,franc Top Word Pairs in Tweet in G1:
[939] discrète,fermeture [939] effectifs,sociétés [939] retour,discrète [939] public,l'accès [939] fermeture,grand [939] grand,public [939] bénéficiaires,effectifs [939] l'accès,registre [939] registre,bénéficiaires [937] marieviennot,retour Top Word Pairs in Tweet in G2:
[574] #santacruzbo,#bolivianos [572] #lapaz,#elalto [570] #bolivianos,#lapaz [570] #elalto,#racismo [554] #racismo,#corrupcion [528] #panamapapers,#beni [525] #corrupcion,#panamapapers [515] #beni,#cobija [486] #cobija,#chuquisaca [459] #chuquisaca,#sucre Top Word Pairs in Tweet in G3:
[285] revealed,rich [285] came,revealed [285] panama,papers [285] anyone,remember [285] papers,came [285] people,world [285] rich,people [285] world,part [285] remember,panama [284] auscommenter,anyone Top Word Pairs in Tweet in G4:
[118] corruption,#ukraine [117] blanc,blanc [117] lci,débat [117] mais,personne [117] lave,plus [117] blanc,mais [117] #ukraine,#zelensky [117] plus,blanc [117] rappelle,#panamapapers [117] #zelensky,lave Top Word Pairs in Tweet in G5:
[9] panama,papers [8] société,générale [7] die,ukraine [6] scandale,#panamapapers [6] #pandorapapers,#panamapapers [6] #panamapapers,#ukraine [4] papers,#panamapapers [4] zelenskyyua,potus [4] galiaackerman,journaliste [4] éclaboussée,par Top Word Pairs in Tweet in G6:
[53] #casodanubio,#elgranpadrino [40] ver,cara [39] engañaron,#7vecessi [39] cara,engañaron [38] dejes,ver [33] panamapapers,pandorapapers [30] fueron,100 [30] 100,minutos [29] #7vecessi,fueron [28] pandorapapers,#casodanubio Top Word Pairs in Tweet in G7:
[173] #elgranpadrino,investigaciones [173] malenas,offshore [173] #panamapapers,#pandorapapers [173] investigaciones,#panamapapers [173] offshore,#lasso [173] #pandorapapers,malenas [172] patynunezrch,#elgranpadrino [172] #lasso,famili [9] #panamapapers,abril [9] #elgranpadrino,enero Top Word Pairs in Tweet in G8:
[107] mining,ecology [107] genocidal,#artsakhblockade [107] keep,talking [107] ecology,natural [107] support,genocidal [107] azerbaijanis,support [107] #artsakhblockade,keep [107] talking,mining [107] natural,resources [106] nmatini,azerbaijanis Top Word Pairs in Tweet in G9:
[50] #panamapapers,icijorg [46] occurs,against [46] background,#crime [46] exposed,#panamapapers [46] #deforestation,occurs [46] #crime,#corruption [46] #corruption,exposed [46] against,background [46] icijorg,brands [18] brands,cp Top Word Pairs in Tweet in G10:
[6] nano,robotics [4] #panamapapers,zelinsky [3] news,media [3] reopen,cases [3] 19,5405 [3] ignores,nano [3] appellate,statement [3] 6565,please [3] 19,6227 [3] 15pg,appellate 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 G5:
Top Replied-To in G6:
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: