The graph represents a network of 5,523 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 22:07 UTC.
The tweets in the network were tweeted over the 3360-day, 3-hour, 49-minute period from Sunday, 27 October 2013 at 21:01 UTC to Monday, 09 January 2023 at 00:51 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 : 5523
Unique Edges : 4233
Edges With Duplicates : 18553
Total Edges : 22786
Number of Edge Types : 9
Retweet : 2889
MentionsInRetweet : 6056
Replies to : 2196
MentionsInReplyTo : 5971
MentionsInQuoteReply : 2987
Quote : 750
Tweet : 881
MentionsInQuote : 302
Mentions : 754
Self-Loops : 2540
Reciprocated Vertex Pair Ratio : 0.0222524415873408
Reciprocated Edge Ratio : 0.0435360986818237
Connected Components : 486
Single-Vertex Connected Components : 91
Maximum Vertices in a Connected Component : 2701
Maximum Edges in a Connected Component : 15758
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.675375
Graph Density : 0.000271132479939836
Modularity : 0.354411
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,523 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 22:07 UTC.
The tweets in the network were tweeted over the 3360-day, 3-hour, 49-minute period from Sunday, 27 October 2013 at 21:01 UTC to Monday, 09 January 2023 at 00:51 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:
[1060] #santacruzbo,#bolivianos [1056] #bolivianos,#lapaz [1053] #lapaz,#elalto [1047] #elalto,#racismo [1022] #racismo,#corrupcion [964] #corrupcion,#panamapapers [874] #beni,#cobija [781] #tarija,#potosi [519] #bolivia,#santacruzbo [504] #panamapapers,#beni Top Word Pairs in Tweet in G1:
[1056] #santacruzbo,#bolivianos [1052] #bolivianos,#lapaz [1049] #lapaz,#elalto [1043] #elalto,#racismo [1018] #racismo,#corrupcion [963] #corrupcion,#panamapapers [873] #beni,#cobija [780] #tarija,#potosi [515] #bolivia,#santacruzbo [504] #panamapapers,#beni Top Word Pairs in Tweet in G2:
[381] dólares,evaden [381] colombianos,quejan [381] impuestos,muchos [381] probaron,#panamápapers [381] #panamápapers,panamá [381] evaden,impuestos [381] lavan,dólares [381] panamá,lavan [381] muchos,colombianos [380] gustavobolivar,probaron Top Word Pairs in Tweet in G3:
[29] benjaminhaddad,celinecalvez [29] constancelegrip,pa_anglade [29] celinecalvez,agenetet [29] sylvainmaillard,deputesre [29] agenetet,franceenukraine [29] pa_anglade,benjaminhaddad [29] deputesre,constancelegrip [28] franceenukraine,ukri [28] theturtlesteam,sylvainmaillard [26] journaliste,#panamapapers Top Word Pairs in Tweet in G4:
[283] revealed,rich [283] came,revealed [283] panama,papers [283] anyone,remember [283] papers,came [283] people,world [283] rich,people [283] world,part [283] remember,panama [282] auscommenter,anyone Top Word Pairs in Tweet in G5:
[83] #panamapapers,icijorg [82] #corruption,exposed [82] #deforestation,occurs [82] #crime,#corruption [82] against,background [82] icijorg,brands [82] background,#crime [82] occurs,against [82] exposed,#panamapapers [46] company,messi Top Word Pairs in Tweet in G6:
[255] کے,فلیٹس [255] ب,کے [255] #pakistan,#parklaneflats [255] گئے,کب [255] لندن,کے [255] خریدے,گئے [255] کب,خریدے [255] #panamapapers,#pakistan [255] فلیٹس,کب [255] کے,#panamapapers Top Word Pairs in Tweet in G7:
[77] part,#panamapapers [77] exposed,part [76] #panamapapers,knox [74] 200,million [72] tory,donor [70] companies,exposed [70] donor,companies [70] million,tory [70] david__osland,200 [69] tweetforthemany,david__osland Top Word Pairs in Tweet in G8:
[27] concerned,illegal [26] illegal,mining [26] deprive,120k [26] 120k,armenians [26] mining,artsakh [26] activists,concerned [26] azerbaijani,activists [26] artsakh,deprive [25] nmatini,azerbaijani [25] reliable,partner Top Word Pairs in Tweet in G9:
[57] l'#ukraine,pays [42] même,#morts [42] même,fumer [42] continuent,fumer [42] gens,continuent [42] fumer,tue [42] vraiment,fantastique [42] pays,vraiment [42] #morts,gens [42] fumer,même Top Word Pairs in Tweet in G10:
[9] teams,made [9] unfortunately,many [9] finally,recognized [9] many,teams [9] end,finally [9] made,history [9] history,end [8] 100,billion [8] taxpayers,cash [8] coke,head 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 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: