The graph represents a network of 1,043 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, 12 December 2022 at 22:01 UTC.
The requested start date was Monday, 12 December 2022 at 01:01 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 11-day, 21-hour, 0-minute period from Monday, 28 November 2022 at 01:05 UTC to Friday, 09 December 2022 at 22:06 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 : 1043
Unique Edges : 911
Edges With Duplicates : 1456
Total Edges : 2367
Number of Edge Types : 5
Replies to : 214
Mentions : 504
Retweet : 526
MentionsInRetweet : 1049
Tweet : 74
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.0123647604327666
Reciprocated Edge Ratio : 0.0244274809160305
Connected Components : 170
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 184
Maximum Edges in a Connected Component : 453
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.422428
Graph Density : 0.00120536691921097
Modularity : 0.534882
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,043 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, 12 December 2022 at 22:01 UTC.
The requested start date was Monday, 12 December 2022 at 01:01 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 11-day, 21-hour, 0-minute period from Monday, 28 November 2022 at 01:05 UTC to Friday, 09 December 2022 at 22:06 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:
[182] #pakistan,#parklaneflats [182] #panamapapers,#pakistan [174] کے,فلیٹس [174] کب,ب [174] ب,کے [174] کب,خریدے [174] خریدے,گئے [174] کے,#panamapapers [174] گئے,کب [174] 2kazmi,لندن Top Word Pairs in Tweet in G1:
[182] #pakistan,#parklaneflats [182] #panamapapers,#pakistan [174] کے,فلیٹس [174] ب,کے [174] گئے,کب [174] کب,خریدے [174] 2kazmi,لندن [174] کے,#panamapapers [174] خریدے,گئے [174] کب,ب Top Word Pairs in Tweet in G2:
[19] #bolivianos,#lapaz [19] #santacruzbo,#bolivianos [18] #elalto,#racismo [18] #lapaz,#elalto [16] #racismo,#corrupcion [14] #bolivia,#santacruzbo [14] #corrupcion,#panamapapers [6] #congonotforsale,#capitauxcachã [6] #congopasã,vendre [6] #lacorruptiontue,#corruptioniscancer Top Word Pairs in Tweet in G3:
[2] #rur,#ebrd [2] many,billions [2] cop27p,прекрасная [2] #ussr,#rur [2] прекрасная,новость [2] новость,#usa [2] heikeharmgart,egypsofficial [2] #usa,#ussr [2] махинациях,со [2] ebrd,heikeharmgart Top Word Pairs in Tweet in G4:
[25] occurs,against [25] #panamapapers,icijorg [25] #crime,#corruption [25] icijorg,brands [25] #corruption,exposed [25] exposed,#panamapapers [25] against,background [25] #deforestation,occurs [25] background,#crime [23] _pehicc,#deforestation Top Word Pairs in Tweet in G5:
[29] benjaminhaddad,celinecalvez [29] constancelegrip,pa_anglade [29] deputesre,constancelegrip [29] sylvainmaillard,deputesre [29] pa_anglade,benjaminhaddad [29] celinecalvez,agenetet [29] agenetet,franceenukraine [28] theturtlesteam,sylvainmaillard [28] franceenukraine,ukri Top Word Pairs in Tweet in G6:
[3] #corruption,#policing [3] #lapd,mismanagement [3] mismanagement,taxpayer [3] #perãº,#elecciones [3] #moneylaundering,#shells [3] #panamapapers,#realestate [3] #shells,#panamapapers [3] #police,#lapd [3] taxpayer,monies [3] #policing,#police Top Word Pairs in Tweet in G7:
[6] #panamapapers,panamapapersdoc [5] hidden,plain [5] oh,look [5] panamapapers,#panamapapers [5] look,#magicmoneytree [5] bendenevis1,gordonbrown [5] sight,panamapapers [5] plain,sight [5] #magicmoneytree,hidden [4] panamapapersdoc,david_cameron Top Word Pairs in Tweet in G8:
[6] cette,guerre [6] comportement,suicidaire [5] besoin,cette [5] guerre,maintenir [4] suicidaire,zelenski [4] zelenski,s'explique [4] vedette,#panamapapers [3] rnitot,jp_o [3] f_philippot,jlmelenchon [3] dr_l_alexandre,dupontaignan Top Word Pairs in Tweet in G9:
[3] lâ,ue [2] fait,aucun [2] #pandorapapers,#panamapapers [2] aucun,tweet [2] nâ,fait [2] cité,#panamapapers Top Word Pairs in Tweet in G10:
[9] #corruption,violations [9] iaccseries,#iacc2022 [9] œdefending,defendersâ [9] defendersâ,against [9] discussing,œdefending [9] #iacc2022,discussing [9] violations,#humanrights [9] against,#corruption [8] faith,magistrateâ [8] impartiality,father 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 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:
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Top Tweeters in G9:
Top Tweeters in G10: