The graph represents a network of 12,787 Twitter users whose recent tweets contained "Roger Stone", 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, 24 June 2021 at 04:05 UTC.
The tweets in the network were tweeted over the 2-day, 4-hour, 15-minute period from Monday, 21 June 2021 at 22:21 UTC to Thursday, 24 June 2021 at 02:36 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 : 12787
Unique Edges : 18598
Edges With Duplicates : 3704
Total Edges : 22302
Number of Edge Types : 5
Retweet : 16571
Replies to : 2067
Mentions : 1012
MentionsInRetweet : 1886
Tweet : 766
Self-Loops : 829
Reciprocated Vertex Pair Ratio : 0.00250332073158271
Reciprocated Edge Ratio : 0.0049941395301432
Connected Components : 422
Single-Vertex Connected Components : 224
Maximum Vertices in a Connected Component : 11926
Maximum Edges in a Connected Component : 21424
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.993636
Graph Density : 0.000120022325877441
Modularity : 0.640077
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 12,787 Twitter users whose recent tweets contained "Roger Stone", 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, 24 June 2021 at 04:05 UTC.
The tweets in the network were tweeted over the 2-day, 4-hour, 15-minute period from Monday, 21 June 2021 at 22:21 UTC to Thursday, 24 June 2021 at 02:36 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 : Roger Stone
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:
[18105] roger,stone [2752] graydon,young [2267] oath,keepers [1576] willard,hotel [1531] stone,doing [1518] stone,keeps [1518] keeps,lying [1518] lying,willard [1516] hotel,know [1507] know,proof Top Word Pairs in Tweet in G1:
[2017] roger,stone [1109] willard,hotel [1086] stone,doing [1082] stone,keeps [1082] keeps,lying [1082] lying,willard [1081] hotel,know [1073] know,proof [1070] proof,unlocked [1070] unlocked,roger Top Word Pairs in Tweet in G2:
[2224] roger,stone [471] graydon,young [396] stone,going [385] think,hit [385] hit,99 [385] 99,certainty [385] certainty,roger [385] going,prison [241] young,roger [216] pleading,guilty Top Word Pairs in Tweet in G3:
[1319] roger,stone [760] graydon,young [757] pleading,guilty [755] know,oathkeeper [755] oathkeeper,graydon [755] young,appears [755] appears,photos [755] photos,roger [755] stone,pleading [755] guilty,based Top Word Pairs in Tweet in G4:
[1000] roger,stone [735] graydon,young [708] oath,keepers [699] provided,security [698] keepers,terrorist [698] terrorist,graydon [698] young,epicenter [698] epicenter,maga [698] maga,attack [698] attack,plead Top Word Pairs in Tweet in G5:
[938] roger,stone [356] january,6th [324] feds,targeting [316] panic,button [314] stone,hits [314] hits,panic [314] button,learning [314] learning,feds [314] targeting,january [314] 6th,attack Top Word Pairs in Tweet in G6:
[1111] roger,stone [214] oath,keepers [191] proud,boys [177] stone,absolutely [177] absolutely,delusional [176] delusional,thinks [176] thinks,proud [176] boys,oath [176] keepers,involved [176] involved,insurrection Top Word Pairs in Tweet in G7:
[1125] roger,stone [154] oath,keepers [131] january,6th [126] stone,being [125] being,investigated [114] crimes,committed [114] pardon,issued [112] 6th,insurrection [111] #breakingnews,roger [111] investigated,crimes Top Word Pairs in Tweet in G8:
[875] roger,stone [208] stone,boys [141] gotta,wonder [141] wonder,somebody's [141] somebody's,drop [141] drop,dime [141] dime,roger [135] oath,keepers [127] graydon,young [92] provided,security Top Word Pairs in Tweet in G9:
[803] roger,stone [154] joel,greenberg [143] matt,gaetz [128] seminole,county [127] eek,chris [127] chris,anderson [127] anderson,supervisor [127] supervisor,elections [127] elections,seminole [127] county,florida Top Word Pairs in Tweet in G10:
[837] roger,stone [109] involvement,jan [109] jan,insurrection [85] stone,states [83] stone,trending [79] trending,pick [79] pick,lawyer [79] lawyer,life [79] life,fictional [79] fictional,depose Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: