The graph represents a network of 6,093 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 22:06 UTC.
The tweets in the network were tweeted over the 2505-day, 17-hour, 52-minute period from Monday, 04 April 2016 at 06:01 UTC to Sunday, 12 February 2023 at 23:54 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 : 6093
Unique Edges : 4021
Edges With Duplicates : 14008
Total Edges : 18029
Number of Edge Types : 9
MentionsInReplyTo : 4652
Replies to : 1581
MentionsInQuoteReply : 1166
Quote : 414
Tweet : 783
Retweet : 3399
MentionsInRetweet : 5242
Mentions : 490
MentionsInQuote : 302
Self-Loops : 1526
Reciprocated Vertex Pair Ratio : 0.0204257413559739
Reciprocated Edge Ratio : 0.0400337634149283
Connected Components : 495
Single-Vertex Connected Components : 123
Maximum Vertices in a Connected Component : 3757
Maximum Edges in a Connected Component : 13206
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.918671
Graph Density : 0.000223419251546316
Modularity : 0.453176
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,093 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 22:06 UTC.
The tweets in the network were tweeted over the 2505-day, 17-hour, 52-minute period from Monday, 04 April 2016 at 06:01 UTC to Sunday, 12 February 2023 at 23:54 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:
[948] grand,public [947] registre,bénéficiaires [947] public,l'accès [947] discrète,fermeture [947] fermeture,grand [947] bénéficiaires,effectifs [947] effectifs,sociétés [947] retour,discrète [947] l'accès,registre [945] sociétés,franc Top Word Pairs in Tweet in G1:
[931] discrète,fermeture [931] effectifs,sociétés [931] retour,discrète [931] public,l'accès [931] fermeture,grand [931] grand,public [931] bénéficiaires,effectifs [931] l'accès,registre [931] registre,bénéficiaires [929] marieviennot,retour Top Word Pairs in Tweet in G2:
[431] #santacruzbo,#bolivianos [431] #lapaz,#elalto [430] #elalto,#racismo [429] #bolivianos,#lapaz [426] #racismo,#corrupcion [407] #panamapapers,#beni [404] #corrupcion,#panamapapers [399] #beni,#cobija [372] #cobija,#chuquisaca [353] #chuquisaca,#sucre Top Word Pairs in Tweet in G3:
[117] corruption,#ukraine [116] lave,plus [116] #zelensky,lave [116] débat,corruption [116] blanc,mais [116] personne,rappelle [116] blanc,blanc [116] lci,débat [116] rappelle,#panamapapers [116] mais,personne Top Word Pairs in Tweet in G4:
[285] anyone,remember [285] papers,came [285] people,world [285] panama,papers [285] came,revealed [285] rich,people [285] remember,panama [285] world,part [285] revealed,rich [284] auscommenter,anyone Top Word Pairs in Tweet in G5:
[173] #elgranpadrino,investigaciones [173] malenas,offshore [173] #panamapapers,#pandorapapers [173] investigaciones,#panamapapers [173] offshore,#lasso [173] #pandorapapers,malenas [172] patynunezrch,#elgranpadrino [172] #lasso,famili [17] chaos,#elgranpadrino [17] tout,chaos Top Word Pairs in Tweet in G6:
[53] #casodanubio,#elgranpadrino [40] ver,cara [39] engañaron,#7vecessi [39] cara,engañaron [38] dejes,ver [34] panamapapers,pandorapapers [30] fueron,100 [30] 100,minutos [29] #7vecessi,fueron [28] pandorapapers,#casodanubio Top Word Pairs in Tweet in G7:
[43] julianassange_,wikileaks [43] eu_anti_corrupt,euantifraud [43] wikileaks,anticorruption [43] euantifraud,euaci_ukraine [43] panamapapers,eu_anti_corrupt [43] anticorruption,panamapapers [43] snowden,julianassange_ [8] euaci_ukraine,snowden [6] nano,robotics [5] #panamapapers,zelinsky Top Word Pairs in Tweet in G8:
[106] mining,ecology [106] genocidal,#artsakhblockade [106] keep,talking [106] ecology,natural [106] support,genocidal [106] azerbaijanis,support [106] #artsakhblockade,keep [106] talking,mining [106] natural,resources [105] nmatini,azerbaijanis Top Word Pairs in Tweet in G9:
[151] کیا,پورے [151] میں,تو [151] شکل,چورنی [151] نوازکی,شکل [151] چورنی,سے [151] ملتی,ہے [151] اپکی,چیف [151] تو,کیا [151] چیف,آرگنائزر [151] پراپرٹی,نہیں Top Word Pairs in Tweet in G10:
[35] panama,papers [18] victor,pisante's [12] involvement,panama [7] santa,cruz [7] pisante's,involvement [7] dealings,panama [6] #panamapapers,#paradisepapers [6] financial,dealings [5] luis,fernando [5] fernando,camacho 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 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: