The graph represents a network of 8,401 Twitter users whose recent tweets contained "#LuandaLeaks", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 29 January 2020 at 08:13 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 20-minute period from Tuesday, 21 January 2020 at 13:07 UTC to Wednesday, 29 January 2020 at 07:28 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 : 8401
Unique Edges : 13337
Edges With Duplicates : 4412
Total Edges : 17749
Number of Edge Types : 5
Tweet : 1377
MentionsInRetweet : 8414
Retweet : 5507
Mentions : 1969
Replies to : 482
Self-Loops : 1395
Reciprocated Vertex Pair Ratio : 0.00593858632676709
Reciprocated Edge Ratio : 0.0118070554355652
Connected Components : 483
Single-Vertex Connected Components : 338
Maximum Vertices in a Connected Component : 7567
Maximum Edges in a Connected Component : 16847
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.135838
Graph Density : 0.000196830309316918
Modularity : 0.604254
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 8,401 Twitter users whose recent tweets contained "#LuandaLeaks", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 29 January 2020 at 08:13 UTC.
The tweets in the network were tweeted over the 7-day, 18-hour, 20-minute period from Tuesday, 21 January 2020 at 13:07 UTC to Wednesday, 29 January 2020 at 07:28 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 : TwitterSearch
Graph Term : #LuandaLeaks
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3271] isabel,santos [1084] hacker,portugais [1046] portugais,#ruipinto [1044] #footballleaks,hacker [1044] #ruipinto,assume [1043] met,lumière [1043] lumière,pillage [1043] pillage,l'angola [1043] l'angola,par [1043] par,petite Top Word Pairs in Tweet in G1:
[655] isabel,santos [422] rui,pinto [404] pj,mp [402] mp,não [356] anamartinsgomes,#luandaleaks [298] crimes,fiscais [293] #footballleaks,não [293] combater,corrupção [292] provas,#luandaleaks [290] chocante,revoltante Top Word Pairs in Tweet in G2:
[604] isabel,santos [202] cape,verde [170] richest,woman [143] antoniocuga,indigo_light [108] #luandaleaks,documents [108] pwc,kpmg [106] 715,000 [101] countries,need [99] kpmg,bcg [95] indigo_light,pplaaf Top Word Pairs in Tweet in G3:
[963] hacker,portugais [954] portugais,#ruipinto [954] #ruipinto,assume [953] met,lumière [953] lumière,pillage [953] pillage,l'angola [953] l'angola,par [953] par,petite [953] petite,clique [953] clique,#luandaleaks Top Word Pairs in Tweet in G4:
[349] isabel,santos [128] sindika,dokolo [113] santos,fille [113] président,angolais [105] richest,woman [91] #luandaleaks,#angola [91] #luandaleaks,icijorg [77] josé,eduardo [77] eduardo,santos [75] #luandaleaks,investigation Top Word Pairs in Tweet in G5:
[731] santos,fille [731] président,angolais [730] isabel,santos [730] angolais,accusée [730] accusée,d'avoir [723] flash,isabel [723] fille,l'ex [723] l'ex,président [723] d'avoir,accumulé [723] accumulé,frauduleusement Top Word Pairs in Tweet in G6:
[287] richest,woman [246] made,fortune [242] self,made [241] africa,richest [241] made,billionaire [234] reveal,inside [234] inside,story [234] read,#luandaleaks [233] woman,isabelaangola [233] isabelaangola,claims Top Word Pairs in Tweet in G7:
[213] found,dead [212] isabel,santos' [212] santos',bank [212] bank,manager [212] manager,eurobic [212] eurobic,found [212] dead,portugal [212] portugal,according [212] according,local [212] local,press Top Word Pairs in Tweet in G8:
[62] isabel,santos [33] rui,pinto [26] luanda,leaks [18] #angola,#luandaleaks [11] richest,woman [8] over,isabel [8] found,dead [8] os,#luandaleaks [8] #footballleaks,#luandaleaks [7] #luandaleaks,#isabeldossantos Top Word Pairs in Tweet in G9:
[84] mister,petróleo [59] tocaram,mister [59] petróleo,#luandaleaks [40] ouvir,jovens [40] jovens,angolanos [40] angolanos,dizer [40] dizer,tema [40] tema,#luandaleaks [40] #luandaleaks,seu [40] seu,interesse Top Word Pairs in Tweet in G10:
[203] isabel,santos [160] trump,tied [160] tied,lobbyist [160] lobbyist,robert [160] robert,stryk [160] stryk,foreign [160] foreign,agent [160] agent,venezuela [160] venezuela,president [160] president,maduro's Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G10: