The graph represents a network of 6,978 Twitter users whose tweets in the requested range contained "GDPR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 December 2022 at 21:11 UTC.
The requested start date was Monday, 19 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 5-day, 16-hour, 47-minute period from Tuesday, 13 December 2022 at 08:13 UTC to Monday, 19 December 2022 at 01:00 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 : 6978
Unique Edges : 5323
Edges With Duplicates : 9179
Total Edges : 14502
Number of Edge Types : 5
Tweet : 2555
Retweet : 3124
MentionsInRetweet : 4133
Replies to : 1821
Mentions : 2869
Self-Loops : 2655
Reciprocated Vertex Pair Ratio : 0.0211204313960455
Reciprocated Edge Ratio : 0.0413671703095203
Connected Components : 1859
Single-Vertex Connected Components : 808
Maximum Vertices in a Connected Component : 2114
Maximum Edges in a Connected Component : 7663
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.214797
Graph Density : 0.000140021138940201
Modularity : 0.49469
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,978 Twitter users whose tweets in the requested range contained "GDPR", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 19 December 2022 at 21:11 UTC.
The requested start date was Monday, 19 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 5-day, 16-hour, 47-minute period from Tuesday, 13 December 2022 at 08:13 UTC to Monday, 19 December 2022 at 01:00 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 : GraphServerTwitterSearch
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:
[679] #cybersecurity,#hacker [578] #hacker,#infosec [304] data,protection [207] #crime,#gdpr [207] #gdpr,#cloud [207] #cloud,#cloudsecurity [200] #dataprotection,#privacy [197] #cloudsecurity,#dataprotection [186] gdpr,really [179] twitter,eu Top Word Pairs in Tweet in G1:
[99] data,protection [65] regulation,gdpr [61] protection,regulation [49] gdpr,compliance [48] general,data [31] data,privacy [25] compliance,plan [23] personal,data [22] plan,expressing [21] gdpr,compliant Top Word Pairs in Tweet in G2:
[30] verajourova,elonmusk [13] eu,gdpr [12] gdpr,rules [11] levad52336962,verajourova [11] privacy,laws [10] elonmusk,gdpr [10] juddlegum,elonmusk [9] uk,gdpr [9] violation,gdpr [9] highwalker69,levad52336962 Top Word Pairs in Tweet in G3:
[671] #cybersecurity,#hacker [573] #hacker,#infosec [205] #cloud,#cloudsecurity [205] #gdpr,#cloud [205] #crime,#gdpr [198] #dataprotection,#privacy [195] #cloudsecurity,#dataprotection [155] #infosec,reach2ratan [153] #infosec,tech [151] dm,#cybersecurity Top Word Pairs in Tweet in G4:
[86] त,र [81] श,र [50] क,ल [50] य,क [48] म,ख [45] र,क [40] क,स [39] प,र [37] ख,यम [37] यम,त Top Word Pairs in Tweet in G5:
[175] free,speech [174] twitter,eu [174] brussels,ban [174] really,cos [174] gdpr,really [174] eu,ostensibly [174] ostensibly,cos [174] cos,'privacy' [174] ban,twitter [174] 80,brussels Top Word Pairs in Tweet in G6:
[35] deutschjill,gdpr [32] gdpr,people [31] way,allowed [31] people,way [31] allowed,right [20] data,protection [19] starts,process [19] commission,starts [19] process,adopt [19] protection,commission Top Word Pairs in Tweet in G7:
[33] daily,#gdpr [33] free,read [33] #gdpr,decisions [33] decisions,europe [33] europe,free [33] find,daily [29] read,edit [25] gdprhub,find [25] edit,decision [14] data,protection Top Word Pairs in Tweet in G8:
[20] zoeschiffer,caseynewton [17] zoeschiffer,platformer [16] caseynewton,zoeschiffer [8] under,gdpr [7] real_sag_astar,caseynewton [4] violate,gdpr [3] personal,data [3] alicecuriouser2,real_sag_astar [3] tomcoates,platformer [3] europe,gdpr Top Word Pairs in Tweet in G9:
[7] personal,data [6] iconews,gdpr [5] design,tests [5] merit,specific [5] gdpr,children [5] check,compliance [5] protection,regard [5] data,design [5] tests,check [5] children,merit Top Word Pairs in Tweet in G10:
[25] uh,feel [25] regulation,gdpr [25] european,union's [25] protection,regulation [25] going,demand [25] general,data [25] union's,general [25] gdpr,going [25] feel,european [25] demand,word 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: