The graph represents a network of 4,451 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 21:04 UTC.
The tweets in the network were tweeted over the 1754-day, 9-hour, 55-minute period from Wednesday, 21 March 2018 at 15:01 UTC to Monday, 09 January 2023 at 00:57 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 : 4451
Unique Edges : 3767
Edges With Duplicates : 9488
Total Edges : 13255
Number of Edge Types : 9
Tweet : 1549
Retweet : 2369
MentionsInRetweet : 4095
Mentions : 1023
Replies to : 1197
MentionsInReplyTo : 2824
Quote : 114
MentionsInQuote : 67
MentionsInQuoteReply : 17
Self-Loops : 2042
Reciprocated Vertex Pair Ratio : 0.0439041455308728
Reciprocated Edge Ratio : 0.0841152815013405
Connected Components : 1204
Single-Vertex Connected Components : 617
Maximum Vertices in a Connected Component : 1669
Maximum Edges in a Connected Component : 7734
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.799362
Graph Density : 0.000301308379129548
Modularity : 0.455083
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,451 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 21:04 UTC.
The tweets in the network were tweeted over the 1754-day, 9-hour, 55-minute period from Wednesday, 21 March 2018 at 15:01 UTC to Monday, 09 January 2023 at 00:57 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:
[513] #cybersecurity,#hacker [442] #hacker,#infosec [288] dm,#cybersecurity [275] #dataprotection,#privacy [273] #crime,#gdpr [272] #cloudsecurity,#dataprotection [272] #cloud,#cloudsecurity [272] #gdpr,#cloud [247] data,protection [239] #recover,#hacked Top Word Pairs in Tweet in G1:
[78] data,protection [48] protection,regulation [46] regulation,gdpr [36] general,data [36] gdpr,compliant [28] facebook,instagram [28] meta,fined [27] アイルランド,metaにまた罰金 [27] metaにまた罰金,gdpr違反で約547億円 [26] fined,390m Top Word Pairs in Tweet in G2:
[116] european,union [113] wired,european [96] personal,data [88] facebook,instagram [85] surveillance,capitalism [84] death,surveillance [84] capitalism,begun [84] noybeu,#gdpr [84] slow,death [84] begun,wired Top Word Pairs in Tweet in G3:
[200] vigo75bulldog,rdukeruben [200] rdukeruben,juanmigg_news [200] unga,usurpación [200] denunciáis,unga [200] juanmigg_news,twitter [200] organizáis,denunciáis [200] tal,os [200] unga,unga [200] os,organizáis [200] twitter,tal Top Word Pairs in Tweet in G4:
[508] #cybersecurity,#hacker [439] #hacker,#infosec [288] dm,#cybersecurity [274] #dataprotection,#privacy [273] #crime,#gdpr [272] #cloud,#cloudsecurity [272] #cloudsecurity,#dataprotection [272] #gdpr,#cloud [239] #recover,#hacked [225] retrieve,protect Top Word Pairs in Tweet in G5:
[121] s8mb,gdpr [120] clinical,trials [119] preventing,european [119] eu,preventing [119] trials,being [119] results,clinical [119] being,shared [119] research,labs [119] outside,eu [119] european,research Top Word Pairs in Tweet in G6:
[57] cc,clarinette02 [25] pvynckier,meta [23] data,protection [22] meta,gdpr [22] clarinette02,robmay70 [21] fines,meta [18] robmay70,nigeltozer [15] 80,total [15] gdpr,fines [15] accounts,over Top Word Pairs in Tweet in G7:
[18] インターネットの世界のあり方に関わるからです,一部のオンラインサービスは個人データと引き換えに無料でサービスを提供することで発展してきましたが [18] noroyuto,私がこの問題に興味があるのは [18] 本件のように,最近のgdprの解釈はそれを認めない方向に動い [18] 私がこの問題に興味があるのは,大げさに言えば [18] 大げさに言えば,インターネットの世界のあり方に関わるからです [18] アイルランド,metaにまた罰金 [18] metaにまた罰金,gdpr違反で約547億円 [18] 一部のオンラインサービスは個人データと引き換えに無料でサービスを提供することで発展してきましたが,本件のように [16] cnil,がgafam全てに制裁金を科したことになりました [16] この件でフランスのデータ保護機関,cnil Top Word Pairs in Tweet in G8:
[23] explicit,consent [23] receive,explicit [23] consent,users [23] very,very [23] meaning,meta [23] impactful,decision [23] meta,receive [23] very,impactful [23] decision,interpret [23] interpret,meaning Top Word Pairs in Tweet in G9:
[10] euros,finding [10] fined,meta [10] forced,users [10] million,euros [10] eu,regulators [10] meta,390 [10] 390,million [10] news,eu [10] breaking,news [10] finding,illegally Top Word Pairs in Tweet in G10:
[29] surveillance,capitalism [28] capitalism,business [23] business,restricting [23] kneecap,risks [23] access,3rd [23] punch,apple [23] restricting,access [23] risks,facebook [23] facebook,surveillance [23] apple,kneecap 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 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: