The graph represents a network of 10,302 Twitter users whose recent tweets contained "bellingcat", 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 Thursday, 20 February 2020 at 19:23 UTC.
The tweets in the network were tweeted over the 9-day, 20-hour, 31-minute period from Monday, 10 February 2020 at 22:21 UTC to Thursday, 20 February 2020 at 18:53 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 : 10302
Unique Edges : 21383
Edges With Duplicates : 16847
Total Edges : 38230
Number of Edge Types : 5
Mentions : 9637
Replies to : 4376
MentionsInRetweet : 18003
Retweet : 5200
Tweet : 1014
Self-Loops : 1033
Reciprocated Vertex Pair Ratio : 0.0154543247835585
Reciprocated Edge Ratio : 0.0304382470119522
Connected Components : 585
Single-Vertex Connected Components : 415
Maximum Vertices in a Connected Component : 9281
Maximum Edges in a Connected Component : 37166
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.067911
Graph Density : 0.000236522678633093
Modularity : 0.468468
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 10,302 Twitter users whose recent tweets contained "bellingcat", 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 Thursday, 20 February 2020 at 19:23 UTC.
The tweets in the network were tweeted over the 9-day, 20-hour, 31-minute period from Monday, 10 February 2020 at 22:21 UTC to Thursday, 20 February 2020 at 18:53 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 : bellingcat
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:
[2191] the_ins_ru,derspiegel [1850] zelimkhan,khangoshvili [1803] security,service [1605] asylum,seeker [1589] georgian,asylum [1571] murder,georgian [1529] service,fsb [1450] bellingcat,partners [1442] major,investigation [1433] definitively,linked Top Word Pairs in Tweet in G1:
[2027] the_ins_ru,derspiegel [1481] zelimkhan,khangoshvili [1436] security,service [1433] asylum,seeker [1423] service,fsb [1422] georgian,asylum [1376] murder,georgian [1361] derspiegel,definitively [1361] definitively,linked [1360] bellingcat,partners Top Word Pairs in Tweet in G2:
[413] opcw,bellingcat [278] eliot,higgins [224] bellingcat,gephi [219] clarkemicah,bellingcat [207] emmibevensee,opcw [174] eliothiggins,blocked [162] bellingcat,opcw [160] five,years [159] bellingcat,publish [159] publish,sources Top Word Pairs in Tweet in G3:
[263] susanferrechio,bellingcat [193] bellingcat,usambun [167] militias,#bir [165] tribal,militias [158] zelimkhan,khangoshvili [147] potus,euatun [121] #bir,dictator [121] dictator,#paulbiya [114] fsb,behind [108] murder,zelimkhan Top Word Pairs in Tweet in G4:
[150] info,over [143] #mh17,breaking [143] breaking,gelekt [143] gelekt,document [143] document,mivd [143] mivd,gedetailleerde [143] gedetailleerde,info [143] over,posities [143] posities,russische [143] russische,oekraïense Top Word Pairs in Tweet in G5:
[35] murder,georgian [34] played,role [34] georgian,man [33] agency,played [32] russian,spy [32] spy,agency [32] role,berlin [32] berlin,murder [31] man,bellingcat [28] asylum,seeker Top Word Pairs in Tweet in G6:
[180] в,берлине [115] фсб,вымпел [102] зелимхана,хангошвили [73] bellingcat,и [72] теракт,в [72] берлине,провела [72] провела,спецгруппа [72] спецгруппа,фсб [72] вымпел,расследование [72] расследование,bellingcat Top Word Pairs in Tweet in G7:
[193] snp,defence [158] security,service [157] uk,security [154] security,security [154] service,funded [154] funded,neo [154] neo,black [154] black,propaganda [154] propaganda,operation [154] operation,bellingcat Top Word Pairs in Tweet in G8:
[75] really,well [75] well,researched [75] researched,piece [75] piece,nazis [75] nazis,continue [75] continue,work [75] work,system [75] system,facebook [75] facebook,one [75] one,hand Top Word Pairs in Tweet in G9:
[78] osluzbach,piotr_maciazek [72] a_pawlikowski,awgovpl [69] piotr_maciazek,piotrzoc [68] bellingcat,a_pawlikowski [63] awgovpl,kss_aszwoj [61] po,warszawie [60] rosyjski,killer [60] killer,jak [60] jak,nigdy [60] nigdy,nic Top Word Pairs in Tweet in G10:
[49] am_mccarthy,gopleader [49] gopleader,didn [49] didn,take [49] take,money [49] money,firtash [49] firtash,parnas [16] len,blavatnik [14] russian,currency [14] currency,'rubles' [14] politicians,stop 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 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: