The graph represents a network of 4,581 Twitter users whose recent tweets contained "GDPR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 21:05 UTC.
The tweets in the network were tweeted over the 1842-day, 6-hour, 12-minute period from Saturday, 24 February 2018 at 17:48 UTC to Monday, 13 March 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4581
Unique Edges : 3315
Edges With Duplicates : 8802
Total Edges : 12117
Number of Edge Types : 9
Tweet : 1641
Quote : 124
Replies to : 1547
MentionsInReplyTo : 3050
Retweet : 1771
MentionsInRetweet : 2608
Mentions : 1249
MentionsInQuote : 102
MentionsInQuoteReply : 25
Self-Loops : 2251
Reciprocated Vertex Pair Ratio : 0.0670731707317073
Reciprocated Edge Ratio : 0.125714285714286
Connected Components : 1285
Single-Vertex Connected Components : 567
Maximum Vertices in a Connected Component : 1233
Maximum Edges in a Connected Component : 5622
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.720797
Graph Density : 0.000250226633836932
Modularity : 0.444459
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,581 Twitter users whose recent tweets contained "GDPR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 21:05 UTC.
The tweets in the network were tweeted over the 1842-day, 6-hour, 12-minute period from Saturday, 24 February 2018 at 17:48 UTC to Monday, 13 March 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : GDPR
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:
[892] #cybersecurity,#hacker [798] #hacker,#infosec [575] #dataprotection,#privacy [573] #crime,#gdpr [573] #gdpr,#cloud [566] #cloudsecurity,#dataprotection [566] #cloud,#cloudsecurity [542] data,protection [442] #privacy,#cloudcomputing [438] #malware,#ransomware Top Word Pairs in Tweet in G1:
[152] data,protection [60] regulation,gdpr [58] protection,regulation [49] protection,reform [48] brexit,data [48] takes,another [48] another,bite [48] bite,brexit [48] uk,takes [43] gdpr,compliance Top Word Pairs in Tweet in G2:
[110] data,protection [46] #rgpd,#gdpr [41] #gdpr,#dataprotection [36] protection,digital [34] digital,information [32] uk,data [27] #dataprivacy,#dataprotection [27] information,bill [25] uk,gdpr [25] #infosec,#gdpr Top Word Pairs in Tweet in G3:
[14] under,gdpr [12] privacy,policy [12] collect,data [11] data,without [11] woot_master,discord [10] srt_reno,lorcan0c [9] done,remember [9] zillysqueaks,srt_reno [9] lorcan0c,absolutely [9] familiar,discord's Top Word Pairs in Tweet in G4:
[44] data,protection [28] uk,version [20] cc,clarinette02 [20] clarinette02,robmay70 [19] #gdpr,#digital [19] protection,essentials [19] essentials,business [19] #gdpr,#security [19] legitimate,interest [19] business,professionals Top Word Pairs in Tweet in G5:
[869] #cybersecurity,#hacker [779] #hacker,#infosec [563] #crime,#gdpr [563] #gdpr,#cloud [560] #cloud,#cloudsecurity [560] #cloudsecurity,#dataprotection [558] #dataprotection,#privacy [438] #privacy,#cloudcomputing [434] #cloudcomputing,#malware [422] #malware,#ransomware Top Word Pairs in Tweet in G6:
[73] data,protection [63] digital,information [63] information,bill [63] protection,digital [42] latest,data [42] replacement,europe [42] believe,latest [42] uk,brexit [42] bill,uk [42] brexit,replacement Top Word Pairs in Tweet in G7:
[6] humzayousaf,liar [4] rhodagrant,jackiebmsp [3] agcolehamilton,rhodagrant [3] murdo_fraser,realstephenkerr [3] jackiebmsp,monicalennon7 [3] liar,1edmountain [3] 1edmountain,douglas4moray [3] liamkerrmsp,neilbibby [2] johnswinney,humzayousaf [2] jamie4north,agcolehamilton Top Word Pairs in Tweet in G8:
[36] massive,fines [27] fines,massive [18] #webinar,members [18] free,#webinar [18] members,#gdpr [16] elonmusk,shellenbergermd [12] book,weekend [12] early,bird [12] tix,499 [12] 499,#gdpr Top Word Pairs in Tweet in G9:
[51] nightmare,scenario [51] absolute,nightmare [51] down,fining [51] individual,accounts [51] germany,taking [51] taking,down [51] playing,germany [51] already,playing [51] scenario,already [51] fining,individual Top Word Pairs in Tweet in G10:
[45] crisis,cause [45] manufactured,crisis [45] scream,shout [45] boats,manufactured [45] rw,tabloids [45] cause,rw [45] thereby,deflecting [45] deflecting,attention [45] shout,thereby [45] small,boats Top Replied-To in Entire Graph:
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: