The graph represents a network of 530 Twitter users whose recent tweets contained ""bot network"", 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 Saturday, 30 July 2022 at 12:30 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 58-minute period from Wednesday, 20 July 2022 at 10:26 UTC to Saturday, 30 July 2022 at 12:24 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 : 530
Unique Edges : 514
Edges With Duplicates : 211
Total Edges : 725
Number of Edge Types : 5
Replies to : 315
Mentions : 272
MentionsInRetweet : 60
Retweet : 49
Tweet : 29
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0.00710479573712256
Reciprocated Edge Ratio : 0.0141093474426808
Connected Components : 68
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 341
Maximum Edges in a Connected Component : 563
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.729043
Graph Density : 0.00202232763847773
Modularity : 0.598875
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 530 Twitter users whose recent tweets contained ""bot network"", 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 Saturday, 30 July 2022 at 12:30 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 58-minute period from Wednesday, 20 July 2022 at 10:26 UTC to Saturday, 30 July 2022 at 12:24 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 : "bot network"
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 Color : In-Degree
Vertex Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[215] bot,network [195] coordinated,lie [195] lie,attacks [195] attacks,like [191] #meghanmarkle,#sunshinesachs [190] check,link [190] link,coordinated [118] network,check [106] #sunshinesachs,#sussex [102] #sussex,bot Top Word Pairs in Tweet in G1:
[188] coordinated,lie [188] lie,attacks [188] attacks,like [184] #meghanmarkle,#sunshinesachs [183] check,link [183] link,coordinated [113] bot,network [111] network,check [105] #sunshinesachs,#sussex [101] #sussex,bot Top Word Pairs in Tweet in G2:
[5] smoke,mirrors [5] bot,farm [3] sharonf58420833,w_coast_bluesey [3] w_coast_bluesey,mdymore [3] mdymore,bot [3] baronessbruck,vikingdave6 [3] vikingdave6,wow [3] wow,money [3] money,murkles [3] murkles,bots Top Word Pairs in Tweet in G3:
[14] bot,network [13] russian,bot [10] twittersupport,twitter [7] ulrichwaldmann,sarahashtonlv [7] sarahashtonlv,twittersupport [7] twitter,#twittersupport [7] #twittersupport,listen [7] listen,happened [7] happened,russian [7] network,troll Top Word Pairs in Tweet in G4:
[8] bot,network [7] #meghanmarkle,#sunshinesachs [7] network,check [7] check,link [7] link,coordinated [7] coordinated,lie [7] lie,attacks [7] attacks,like [7] like,william [6] #sunshinesachs,#sussexsquad Top Word Pairs in Tweet in G5:
[13] bot,network [5] cyber,legion [5] legion,received [5] received,list [5] list,100 [5] 100,members [5] members,fsb [5] fsb,bot [2] meghan,markle's [2] markle's,twitter Top Word Pairs in Tweet in G6:
[3] bot,network Top Word Pairs in Tweet in G8:
[3] bot,network [2] twitter,search [2] search,blacklist [2] blacklist,bank [2] bank,convoy Top Word Pairs in Tweet in G9:
[2] missouri,elections Top Word Pairs in Tweet in G10:
[3] bot,network [2] urocklive1,datadrivenmd [2] datadrivenmd,massive [2] massive,realignment [2] realignment,bot [2] network,buyout [2] buyout,announced [2] announced,people [2] people,losing [2] losing,followers 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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