The graph represents a network of 5,700 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 22:07 UTC.
The tweets in the network were tweeted over the 3367-day, 3-hour, 57-minute period from Sunday, 27 October 2013 at 21:01 UTC to Monday, 16 January 2023 at 00:59 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 : 5700
Unique Edges : 4010
Edges With Duplicates : 15749
Total Edges : 19759
Number of Edge Types : 9
Retweet : 3143
MentionsInRetweet : 5797
MentionsInReplyTo : 4720
Replies to : 1777
MentionsInQuoteReply : 1928
Tweet : 834
Quote : 579
Mentions : 719
MentionsInQuote : 262
Self-Loops : 2098
Reciprocated Vertex Pair Ratio : 0.0219247928616953
Reciprocated Edge Ratio : 0.0429088187601347
Connected Components : 499
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 3495
Maximum Edges in a Connected Component : 14086
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.136253
Graph Density : 0.000246796144599083
Modularity : 0.398749
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,700 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 22:07 UTC.
The tweets in the network were tweeted over the 3367-day, 3-hour, 57-minute period from Sunday, 27 October 2013 at 21:01 UTC to Monday, 16 January 2023 at 00:59 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:
[800] grand,public [799] registre,bénéficiaires [799] public,l'accès [799] discrète,fermeture [799] fermeture,grand [799] bénéficiaires,effectifs [799] effectifs,sociétés [799] retour,discrète [799] l'accès,registre [797] sociétés,franc Top Word Pairs in Tweet in G1:
[695] #santacruzbo,#bolivianos [692] #lapaz,#elalto [691] #bolivianos,#lapaz [687] #elalto,#racismo [670] #racismo,#corrupcion [625] #corrupcion,#panamapapers [603] #beni,#cobija [528] #panamapapers,#beni [512] #tarija,#potosi [502] #cobija,#chuquisaca Top Word Pairs in Tweet in G2:
[787] discrète,fermeture [787] effectifs,sociétés [787] retour,discrète [787] public,l'accès [787] fermeture,grand [787] grand,public [787] bénéficiaires,effectifs [787] l'accès,registre [787] registre,bénéficiaires [785] marieviennot,retour 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:
[286] came,revealed [286] remember,panama [286] papers,came [286] panama,papers [286] people,world [286] revealed,rich [286] rich,people [286] anyone,remember [286] world,part [285] auscommenter,anyone Top Word Pairs in Tweet in G5:
[82] #panamapapers,icijorg [81] #crime,#corruption [81] exposed,#panamapapers [81] occurs,against [81] #deforestation,occurs [81] icijorg,brands [81] #corruption,exposed [81] against,background [81] background,#crime [47] offshore,company Top Word Pairs in Tweet in G6:
[28] ver,cara [27] cara,engañaron [27] dejes,ver [27] engañaron,#7vecessi [27] panamapapers,pandorapapers [25] #7vecessi,fueron [25] fueron,100 [25] 100,minutos [20] #casodanubio,#elgranpadrino [20] pandorapapers,#casodanubio Top Word Pairs in Tweet in G7:
[165] #elgranpadrino,investigaciones [165] malenas,offshore [165] #panamapapers,#pandorapapers [165] investigaciones,#panamapapers [165] offshore,#lasso [165] #pandorapapers,malenas [164] patynunezrch,#elgranpadrino [164] #lasso,famili [10] #panamapapers,abril [10] #elgranpadrino,enero Top Word Pairs in Tweet in G8:
[140] کے,فلیٹس [140] ب,کے [140] #pakistan,#parklaneflats [140] گئے,کب [140] لندن,کے [140] خریدے,گئے [140] کب,خریدے [140] #panamapapers,#pakistan [140] فلیٹس,کب [140] کے,#panamapapers Top Word Pairs in Tweet in G9:
[28] illegal,mining [28] concerned,illegal [27] deprive,120k [27] 120k,armenians [27] mining,artsakh [27] activists,concerned [27] azerbaijani,activists [27] artsakh,deprive [26] nmatini,azerbaijani [25] reliable,partner Top Word Pairs in Tweet in G10:
[29] panama,papers [18] victor,pisante's [12] involvement,panama [7] pisante's,involvement [7] dealings,panama [6] zelensky,found [6] kiev,kyiv [6] kyiv,ukrainerussianwar [6] ukraine,kiev [6] billion,dollars 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 G9:
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: