The graph represents a network of 1,899 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 21:06 UTC.
The tweets in the network were tweeted over the 1775-day, 13-hour, 8-minute period from Wednesday, 04 April 2018 at 11:52 UTC to Monday, 13 February 2023 at 01:00 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 : 1899
Unique Edges : 1248
Edges With Duplicates : 3794
Total Edges : 5042
Number of Edge Types : 9
MentionsInReplyTo : 1175
Replies to : 530
Tweet : 537
Retweet : 977
MentionsInRetweet : 1330
Mentions : 412
Quote : 36
MentionsInQuote : 34
MentionsInQuoteReply : 11
Self-Loops : 717
Reciprocated Vertex Pair Ratio : 0.0573961735884274
Reciprocated Edge Ratio : 0.10856134157105
Connected Components : 488
Single-Vertex Connected Components : 178
Maximum Vertices in a Connected Component : 503
Maximum Edges in a Connected Component : 2271
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.498821
Graph Density : 0.000628693156122878
Modularity : 0.455096
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,899 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 21:06 UTC.
The tweets in the network were tweeted over the 1775-day, 13-hour, 8-minute period from Wednesday, 04 April 2018 at 11:52 UTC to Monday, 13 February 2023 at 01:00 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:
[482] #cybersecurity,#hacker [435] #hacker,#infosec [251] dm,#cybersecurity [211] #cloud,#cloudsecurity [210] #crime,#gdpr [210] #gdpr,#cloud [208] #cloudsecurity,#dataprotection [207] #dataprotection,#privacy [201] accounts,wallets [201] protect,accounts Top Word Pairs in Tweet in G1:
[28] data,protection [23] protection,regulation [20] regulation,gdpr [16] general,data [15] gdpr,compliance [10] understand,necessity [10] decision,against [10] don,understand [10] data,privacy [10] meta,highlights Top Word Pairs in Tweet in G2:
[481] #cybersecurity,#hacker [435] #hacker,#infosec [250] dm,#cybersecurity [211] #cloud,#cloudsecurity [210] #gdpr,#cloud [210] #crime,#gdpr [208] #cloudsecurity,#dataprotection [207] #dataprotection,#privacy [200] protect,accounts [200] accounts,wallets Top Word Pairs in Tweet in G3:
[133] nelle,intercettazioni [133] penale,sportivo [133] nulla,tratta [133] tratta,pettegolezzi [133] senza,rilievo [133] pettegolezzi,senza [133] sportivo,finale [133] odierne,non [133] non,c'è [133] rilievo,penale Top Word Pairs in Tweet in G4:
[53] #ai,#chatbots [53] gdpr,#ai [53] #chatbots,mean [50] khulood_almani,#chatgpt [48] mean,#dataprivacy [48] #chatgpt,gdpr [48] #dataprivacy,co [47] #innovation,#technology [47] #tech,#innovation [46] co,wvfsvshg3g Top Word Pairs in Tweet in G5:
[7] marco_schuer,katchatlaw [6] bot,sentinel [4] reedreadreid,cbouzy [4] marco_schuer,reedreadreid [4] booksdiamonds,marco_schuer [4] data,protection [3] loopylala101,shane_holmberg [3] christopher,bouzy [3] katchatlaw,pretty [3] rules,guess Top Word Pairs in Tweet in G6:
[22] wyatrich,davidhundeyin [10] once,think [10] davidhundeyin,keep [10] people's,privacy [10] privacy,once [10] davidhundeyin,davidhundeyin [10] doing,invasion [10] keep,doing [10] invasion,people's [10] think,punishable Top Word Pairs in Tweet in G7:
[26] ico,は [26] twitterはテンプレ応答のみで対応し,対応していない [26] 対応していない,英国当局の情報コミッショナーオフィス [26] 英国当局の情報コミッショナーオフィス,ico [26] ヨーロッパのtwitter利用者がgdprに基づきtwitterにdmの削除を要請しているが,twitterはテンプレ応答のみで対応し [25] __kokumoto,ヨーロッパのtwitter利用者がgdprに基づきtwitterにdmの削除を要請しているが [25] は,twitterの対応はデータ保護法制に違反し Top Word Pairs in Tweet in G8:
[25] switch,lies [25] converters,children [25] instead,schools [25] children,altering [25] schools,instead [25] schools,original [25] original,converters [25] lies,schools [25] altering,children [24] alocasia70,switch Top Word Pairs in Tweet in G9:
[14] clarinette02,robmay70 [11] cc,clarinette02 [11] robmay70,nigeltozer [8] gdpr,ai [8] chatbots,mean [8] vs,gdpr [8] data,privacy [8] chatgpt,vs [8] european,commission [8] privacy,cc Top Word Pairs in Tweet in G10:
[2] decentralized,ai Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
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: