The graph represents a network of 2,985 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, 09 May 2022 at 21:01 UTC.
The requested start date was Monday, 09 May 2022 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 13-day, 22-hour, 4-minute period from Monday, 25 April 2022 at 00:26 UTC to Sunday, 08 May 2022 at 22:30 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 : 2985
Unique Edges : 1791
Edges With Duplicates : 4507
Total Edges : 6298
Number of Edge Types : 5
Retweet : 1839
MentionsInRetweet : 2781
Replies to : 407
Mentions : 1088
Tweet : 183
Self-Loops : 217
Reciprocated Vertex Pair Ratio : 0.00301948943178699
Reciprocated Edge Ratio : 0.0060207991242474
Connected Components : 307
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 549
Maximum Edges in a Connected Component : 1580
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.715719
Graph Density : 0.000410228084120334
Modularity : 0.560409
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,985 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, 09 May 2022 at 21:01 UTC.
The requested start date was Monday, 09 May 2022 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 13-day, 22-hour, 4-minute period from Monday, 25 April 2022 at 00:26 UTC to Sunday, 08 May 2022 at 22:30 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:
[485] sharif,family [485] know,#panamapapers [484] whole,world [484] world,know [484] know,pakistan's [484] pakistan's,sharif [484] family,pakistan [484] pakistan,judiciary [484] judiciary,establishment [484] establishment,know Top Word Pairs in Tweet in G1:
[474] whole,world [474] world,know [474] know,pakistan's [474] pakistan's,sharif [474] sharif,family [474] family,pakistan [474] pakistan,judiciary [474] judiciary,establishment [474] establishment,know [474] know,#panamapapers Top Word Pairs in Tweet in G2:
[418] hola,halconada [418] halconada,pudiste [418] pudiste,averiguar [418] averiguar,diste [418] diste,difusión [418] difusión,#miamipapers [418] #miamipapers,mayra [418] mayra,mendoza [418] mendoza,acordas [417] gfrondizi,hola Top Word Pairs in Tweet in G3:
[61] kinahan,drug [61] drug,cartel [35] icijorg,#panamapapers [32] cartel,enforcer [24] investigation,irishtimes [23] #panamapapers,investigation [23] irishtimes,exposes [23] exposes,links [23] links,between [23] between,kinahan Top Word Pairs in Tweet in G4:
[123] try,something [123] something,today [123] today,explore [123] explore,#panamapapers [123] #panamapapers,data [123] data,set [123] set,#graphdatabase [123] #graphdatabase,sandbox [123] sandbox,easy [123] easy,started Top Word Pairs in Tweet in G5:
[28] #pandorapapers,#panamapapers [24] #ukrainerussiawar,#ukraine [23] #ukraine,#corruption [23] #corruption,#zelenskywarcriminal [23] #zelenskywarcriminal,#pandorapapers [23] ukrainian,corrupt [23] corrupt,politicians [23] politicians,oligarchs [23] oligarchs,military [23] military,happy Top Word Pairs in Tweet in G6:
[10] remember,#panamapapers [10] #panamapapers,revealed [10] funds,personal [10] personal,use [8] revealed,funnelling [8] funnelling,funds [5] use,one [5] one,went [5] went,prison [4] ap,remember Top Word Pairs in Tweet in G7:
[6] #panamapapers,#paradisepapers [5] #pandorapapers,#panamapapers [5] whole,world [5] world,know [5] know,pakistan's [5] pakistan's,sharif [5] sharif,family [5] family,pakistan [5] pakistan,judiciary [5] judiciary,establishment Top Word Pairs in Tweet in G8:
[74] لندن,کے [74] کے,فلیٹس [74] فلیٹس,کب [74] کب,خریدے [74] خریدے,گئے [74] گئے,کب [74] کب,ب [74] ب,کے [74] کے,#panamapapers [74] #panamapapers,#pakistan Top Word Pairs in Tweet in G9:
[59] fiscaliaecuador,dianasalazarm2 [59] #inapapers,#panamapapers [58] dianasalazarm2,pues [58] pues,falta [58] falta,investigar [58] investigar,#inapapers [58] #panamapapers,#pandorapapers [58] #pandorapapers,reparto [57] yitzakespinel,fiscaliaecuador [6] 10,20 Top Word Pairs in Tweet in G10:
[55] mep,worked [55] worked,#panamapapers [55] #panamapapers,revelations [55] revelations,tax [55] tax,avoidance [55] avoidance,focused [55] focused,heavily [55] heavily,companies [55] companies,registered [54] greenpartymolly,mep Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: