The graph represents a network of 4,417 Twitter users whose recent tweets contained "OCCRP", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Tuesday, 24 September 2019 at 09:54 UTC.
The tweets in the network were tweeted over the 9-day, 3-hour, 20-minute period from Sunday, 15 September 2019 at 06:18 UTC to Tuesday, 24 September 2019 at 09:39 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 : 4417
Unique Edges : 9483
Edges With Duplicates : 6300
Total Edges : 15783
Number of Edge Types : 4
Mentions : 9947
Retweet : 4430
Replies to : 1050
Tweet : 356
Self-Loops : 417
Reciprocated Vertex Pair Ratio : 0.0132575757575758
Reciprocated Edge Ratio : 0.0261682242990654
Connected Components : 147
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 4170
Maximum Edges in a Connected Component : 15515
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.617766
Graph Density : 0.000548564013216394
Modularity : 0.533836
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[868] mafia,ties [835] troll,farm [773] good,day [773] biden,story [768] perhaps,good [768] day,remember [768] remember,piece [768] piece,july [768] july,giuliani's [768] giuliani's,ukrainian Top Word Pairs in Tweet in G1:
[254] investment,company [219] million,documents [209] biden,alone [209] alone,disdain [209] disdain,shokin [209] shokin,former [209] former,top [209] top,prosecutor [209] prosecutor,dismissed [209] dismissed,parliament Top Word Pairs in Tweet in G2:
[412] lev,parnas [412] igor,fruman [381] soviet,born [381] born,florida [371] two,soviet [371] key,hidden [371] hidden,actors [371] actors,behind [371] behind,plan [354] florida,businessmen Top Word Pairs in Tweet in G3:
[694] mafia,ties [690] perhaps,good [690] good,day [690] day,remember [690] remember,piece [690] piece,july [690] july,giuliani's [690] giuliani's,ukrainian [690] ukrainian,helpers [690] helpers,pursuing Top Word Pairs in Tweet in G4:
[50] icijorg,occrp [16] occrp,maddow [14] edrollins,loudobbs [13] europol,think [13] nanna14075,truefactsstated [13] loudobbs,maddogpac [12] two,guys [12] europol,icijorg [11] guys,working [11] guiliani,ukraine Top Word Pairs in Tweet in G5:
[28] troll,farms [28] last,week [28] чудове,нагадування [28] нагадування,хто [28] хто,насправді [28] насправді,постраждала [28] постраждала,сторона [28] сторона,безмозглий [28] безмозглий,український [28] український,наріт Top Word Pairs in Tweet in G6:
[118] nytimes,see [118] see,investigation [118] investigation,trumpland's [118] trumpland's,attempt [118] attempt,influence [118] influence,ukrainian [118] ukrainian,government [118] government,dishing [118] dishing,biden [118] biden,camp Top Word Pairs in Tweet in G7:
[19] rebecca_vincent,reelpro [19] reelpro,politicoryan [19] politicoryan,rylegerard [19] rylegerard,ronanfarrow [19] ronanfarrow,valgauriat [19] valgauriat,verajourova [19] verajourova,vonderleyen [19] vonderleyen,udobullmann [19] udobullmann,yorgosboskos [19] yorgosboskos,zournti Top Word Pairs in Tweet in G8:
[116] fbdnstories,liganosilencio [116] liganosilencio,verdadabierta [111] gkecuador,espaciadorabar [109] espaciadorabar,revistaplanv [97] categoría,cobertura [92] verdadabierta,gkecuador [87] revistaplanv,occrp [69] #premiogabo,2019 [69] 2019,categoría [56] folha,fbdnstories Top Word Pairs in Tweet in G9:
[2] jafelco,lissakjohnson [2] lissakjohnson,johnpilger [2] johnpilger,guardian [2] guardian,unhumanrights [2] unhumanrights,amnesty [2] amnesty,surcamcom [2] surcamcom,privacyint [2] privacyint,ict22 [2] ict22,robbehrens1884 [2] robbehrens1884,humanrightsctte Top Word Pairs in Tweet in G10:
[22] helping,giuliani [22] giuliani,investigate [22] investigate,trump [21] duo,helping [21] trump,ukraine [20] meet,florida [20] florida,duo [6] ukraine,occrp [6] occrp,meet [3] bosnia,ex Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
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:
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Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G10: