The graph represents a network of 2 799 Twitter users whose recent tweets contained "@OCCRP OR #openlux", 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 Tuesday, 30 March 2021 at 14:06 UTC.
The tweets in the network were tweeted over the 7-day, 20-hour, 4-minute period from Monday, 22 March 2021 at 17:28 UTC to Tuesday, 30 March 2021 at 13:32 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 : 2799
Unique Edges : 6973
Edges With Duplicates : 6823
Total Edges : 13796
Number of Edge Types : 5
Retweet : 2474
Mentions : 3657
Replies to : 512
MentionsInRetweet : 7044
Tweet : 109
Self-Loops : 169
Reciprocated Vertex Pair Ratio : 0,0198581560283688
Reciprocated Edge Ratio : 0,0389429763560501
Connected Components : 18
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 2741
Maximum Edges in a Connected Component : 13685
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2,7925
Graph Density : 0,00110169030550837
Modularity : 0,446653
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2 799 Twitter users whose recent tweets contained "@OCCRP OR #openlux", 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 Tuesday, 30 March 2021 at 14:06 UTC.
The tweets in the network were tweeted over the 7-day, 20-hour, 4-minute period from Monday, 22 March 2021 at 17:28 UTC to Tuesday, 30 March 2021 at 13:32 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 : @OCCRP OR #openlux
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:
[371] trump,fundraiser [317] turkey,2018 [282] ex,cia [282] cia,chief [255] pastor,andrew [255] andrew,brunson [253] half,billion [249] journalist,#daphnecaruanagalizia [247] fraud,case [244] backchannel,free Top Word Pairs in Tweet in G1:
[315] trump,fundraiser [271] turkey,2018 [266] ex,cia [266] cia,chief [232] backchannel,free [205] pastor,andrew [205] andrew,brunson [202] fundraiser,ex [187] organized,crime [187] occrp,klasfeldreports Top Word Pairs in Tweet in G2:
[232] reuters,thetimesofmalta [201] company,macbridge [192] journalist,#daphnecaruanagalizia [155] engentham,occrp [148] murdered,journalist [144] occrp,christophgiesen [143] borgjake,engentham [143] christophgiesen,h_munzinger [142] journalist,daphne [138] latest,consultant Top Word Pairs in Tweet in G3:
[32] half,billion [32] #humantrafficking,#slavery [31] fraud,case [29] pastor,andrew [29] andrew,brunson [28] occrp,lawcrimenews [27] backchannel,trip [26] lawcrimenews,reconstructed [26] reconstructed,backchannel [26] trip,saw Top Word Pairs in Tweet in G4:
[47] andrewp94729485,tracyaustin_ [47] compassnincare,farahkhalique [47] farahkhalique,acsavage [47] s9tmt,jreynoldsmp [47] jreynoldsmp,sophiamorrell [47] sophiamorrell,financialeyes [47] richardpikecc,maxogrammanuel [47] maxogrammanuel,notrealdemocrat [47] notrealdemocrat,laserhaas01 [47] localjournalism,pb4p Top Word Pairs in Tweet in G5:
[76] occrp,cxemu [68] viktor,medvedchuk [41] pro,russian [39] oil,refinery [35] investigators,occrp [35] cxemu,revealed [35] revealed,viktor [35] medvedchuk,secured [35] secured,ownership [35] ownership,lucrative Top Word Pairs in Tweet in G6:
[80] paljastaa,luxemburgin [75] voidaanko,sopia [75] sopia,ettei [75] ettei,kysytä [75] kysytä,tältä [75] tältä,enää [75] enää,näkemyksiä [75] näkemyksiä,siitä [75] siitä,mikä [75] mikä,suomen Top Word Pairs in Tweet in G7:
[8] corrupción,menores [8] medicosarg,argmedicos [8] patriitalyblue,italyinarg [6] franjaderecho,derechouba [6] wipo,padresxlaeduc [6] padresxlaeduc,hebesil [6] hebesil,medicosarg [6] argmedicos,ideasln [6] ideasln,soledad_acunia [6] soledad_acunia,patobullrich Top Word Pairs in Tweet in G8:
[8] krikrs,occrp [8] occrp,usembassyserbia [8] usembassyserbia,nytimesworld [8] nytimesworld,tfajon [8] tfajon,vladobilcik [8] vladobilcik,vucics' [8] vucics',advisor [8] advisor,vladimir [8] vladimir,cvijan [8] cvijan,found Top Word Pairs in Tweet in G9:
[14] survie,asso_sherpa [9] mariamalagardis,francediplo [9] francediplo,franceaugabon [9] franceaugabon,mediapart [9] mediapart,libe [9] libe,survie [9] asso_sherpa,occrp [9] occrp,eelv [9] eelv,rfi [7] scandale,financier Top Word Pairs in Tweet in G10:
[4] alliance,life [4] kremlinrussia_e,mod_russia [2] borisjohnson,joebiden [2] eucopresident,belgiumabidjan [2] usfleetcybercom,ncdoc_pao [2] ncdoc_pao,cnmf_cyberalert [2] cnmf_cyberalert,marforcyber [2] marforcyber,arcyber [2] arcyber,thejointstaff [2] thejointstaff,intlcrimcourt 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 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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: