The graph represents a network of 14,657 Twitter users whose recent tweets contained "Ghislaine Maxwell", 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, 23 June 2022 at 20:30 UTC.
The tweets in the network were tweeted over the 7-hour, 48-minute period from Thursday, 23 June 2022 at 12:07 UTC to Thursday, 23 June 2022 at 19:56 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 : 14657
Unique Edges : 17842
Edges With Duplicates : 1490
Total Edges : 19332
Number of Edge Types : 5
Retweet : 16778
Tweet : 1160
Replies to : 318
MentionsInRetweet : 657
Mentions : 419
Self-Loops : 1191
Reciprocated Vertex Pair Ratio : 0.000857436835486453
Reciprocated Edge Ratio : 0.00171340453481067
Connected Components : 809
Single-Vertex Connected Components : 571
Maximum Vertices in a Connected Component : 13272
Maximum Edges in a Connected Component : 17885
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.149312
Graph Density : 8.15081054315374E-05
Modularity : 0.725852
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 14,657 Twitter users whose recent tweets contained "Ghislaine Maxwell", 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, 23 June 2022 at 20:30 UTC.
The tweets in the network were tweeted over the 7-hour, 48-minute period from Thursday, 23 June 2022 at 12:07 UTC to Thursday, 23 June 2022 at 19:56 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 : Ghislaine Maxwell
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:
[15464] ghislaine,maxwell [4271] sex,trafficking [4038] child,sex [3887] federal,prosecutors [3830] guilty,child [3786] list,clients [3785] maxwell,guilty [3782] trafficking,list [3782] clients,participated [3782] participated,proven Top Word Pairs in Tweet in G1:
[3900] ghislaine,maxwell [3108] list,clients [3107] maxwell,guilty [3107] guilty,child [3107] child,sex [3107] sex,trafficking [3107] trafficking,list [3107] clients,participated [3107] participated,proven [3107] proven,trafficking Top Word Pairs in Tweet in G2:
[1964] ghislaine,maxwell [619] 30,years [403] client,list [396] ghislaine,maxwell's [342] maxwell,sentenced [341] teenage,girls [338] sentenced,30 [326] sexual,abuse [311] federal,prosecutors [309] horrific,sexual Top Word Pairs in Tweet in G3:
[1820] ghislaine,maxwell [1363] those,people [1360] federal,prosecutors [1360] prosecutors,seeking [1360] seeking,30 [1360] 30,year [1360] year,sentence [1360] sentence,ghislaine [1360] maxwell,deserves [1360] deserves,prison Top Word Pairs in Tweet in G4:
[764] ghislaine,maxwell [565] years,prison [562] 30,years [530] maxwell,sentenced [526] sentenced,30 [520] breaking,prosecutors [520] prosecutors,argue [520] argue,ghislaine [520] prison,meanwhile [520] meanwhile,politicians Top Word Pairs in Tweet in G5:
[1071] ghislaine,maxwell [980] 30,years [942] years,prison [928] federal,prosecutors [908] jeffrey,epstein [897] maxwell,30 [896] prosecutors,asked [895] asked,judge [891] judge,sentence [891] prison,helping Top Word Pairs in Tweet in G6:
[875] ghislaine,maxwell [715] maxwell,found [715] found,guilty [715] child,trafficking [715] trafficking,one [715] one,client [715] client,arrested [709] guilty,157 [709] 157,days [709] days,ago Top Word Pairs in Tweet in G7:
[597] ghislaine,maxwell's [595] motive,vegas [595] vegas,shooter [595] maxwell's,clients [595] 10,years [595] years,future [594] amazing,haven't [594] haven't,found [594] found,planted [594] planted,pipe Top Word Pairs in Tweet in G8:
[752] ghislaine,maxwell [530] years,prison [528] federal,prosecutors [516] asked,judge [502] 30,55 [494] horrific,sexual [494] sexual,abuse [494] abuse,multiple [494] multiple,young [494] young,teenage Top Word Pairs in Tweet in G9:
[457] ghislaine,maxwell [147] 30,55 [145] years,prison [124] 30,years [98] 55,years [69] sentence,ghislaine [63] jeffrey,epstein [53] 55,year [46] deserves,30 [46] maxwell,deserves Top Word Pairs in Tweet in G10:
[509] ghislaine,maxwell [25] jeffrey,epstein [23] 30,years [20] those,people [19] federal,prosecutors [19] sentence,ghislaine [19] ghislaine,maxwell's [18] client,list [17] maxwell,found [17] found,guilty Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: