The graph represents a network of 4,613 Twitter users whose recent tweets contained "#dataprivacy", 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 Friday, 09 August 2019 at 11:10 UTC.
The tweets in the network were tweeted over the 9-day, 8-hour, 0-minute period from Wednesday, 31 July 2019 at 02:02 UTC to Friday, 09 August 2019 at 10:02 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 : 4613
Unique Edges : 12148
Edges With Duplicates : 9551
Total Edges : 21699
Number of Edge Types : 4
Mentions : 11374
Retweet : 7520
Tweet : 2481
Replies to : 324
Self-Loops : 2665
Reciprocated Vertex Pair Ratio : 0.0292021154288342
Reciprocated Edge Ratio : 0.0567470956210903
Connected Components : 217
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 4218
Maximum Edges in a Connected Component : 21284
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.213014
Graph Density : 0.000631158709247537
Modularity : 0.456139
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1735] #dataprivacy,#dataprotection [839] #dataprotection,#dataprivacy [808] #gdpr,#dataprotection [781] #cio,#ciso [726] #dataprotection,#cybersecurity [697] #infosec,#gdpr [696] #cybersecurity,#cio [696] #ciso,#cpo [692] #dataprivacy,#datasecurity [690] #cpo,#security Top Word Pairs in Tweet in G1:
[474] #dataprivacy,#dataprotection [264] data,privacy [244] #dataprotection,#dataprivacy [192] #cio,#ciso [189] #privacy,#dataprivacy [189] #gdpr,#dataprotection [188] #dataprotection,#cybersecurity [178] #cybersecurity,#cio [178] #ciso,#cpo [178] #cpo,#security Top Word Pairs in Tweet in G2:
[713] #dataprivacy,#dataprotection [504] #gdpr,#dataprotection [498] #cio,#ciso [451] #dataprotection,#cybersecurity [442] #cybersecurity,#cio [442] #ciso,#cpo [436] #cpo,#security [436] #security,#news [433] #news,#technology [433] #technology,#hack Top Word Pairs in Tweet in G3:
[99] #dataprivacy,#privacycomputing [96] #privacycomputing,#platon [93] #blockchain,#dataprivacy [38] #platon,platon_network [21] data,privacy [19] #dataprivacy,#dataprotection [16] hold,facebook [16] facebook,accountable [16] accountable,know [16] know,talking Top Word Pairs in Tweet in G4:
[189] #dataprivacy,#dataprotection [116] #gdpr,#ccpa [107] #gdpr,#dataprotection [101] #dataprivacy,#gdpr [89] #dataprotection,#dataprivacy [78] #dataprivacy,#datasecurity [78] #infosec,#gdpr [74] #cybersecurity,#gdpr [73] #cio,#ciso [72] #dataprotection,#cybersecurity Top Word Pairs in Tweet in G5:
[181] more,#infosec [181] #dataprivacy,#itsecurity [178] #infosec,#cybersecurity [117] #infographic,presents [114] #cybersecurity,#technology [114] #technology,#dataprivacy [108] follow,guillaume_lpl [108] guillaume_lpl,more [76] attack,follow [73] already,heard Top Word Pairs in Tweet in G6:
[162] #topinfluence2019,#dataprivacy [151] #dataprivacy,#dataprotection [129] #arknet,#ar [117] #klickzie,#arknet [85] #google,#apple [82] #ownyourdata,#topinfluence2019 [81] #apple,#fb [81] #fb,#microsoft [81] #microsoft,#ibm [79] next,generation Top Word Pairs in Tweet in G7:
[69] much,#dataprivacy [69] #dataprivacy,aadhar [69] aadhar,updated [69] updated,someone [69] someone,else's [69] else's,pics [69] pics,without [69] without,knowledge [69] knowledge,know [69] know,biometrics Top Word Pairs in Tweet in G8:
[13] gt,gt [13] #compliance,#dataprivacy [13] #dataprivacy,#gdpr [12] 88,organizations [12] organizations,more [12] more,proactive [12] proactive,compliance [12] compliance,strategy [12] strategy,yours [12] yours,take Top Word Pairs in Tweet in G9:
[66] office,online [66] mobile,apps [33] warning,care [33] care,security [33] security,amp [33] amp,privacy [33] privacy,use [33] use,#microsoft's [33] #microsoft's,office [33] online,mobile Top Word Pairs in Tweet in G10:
[212] #dataprivacy,#datasecurity [212] #datasecurity,#databreach [212] #databreach,#infosec [212] #gdpr,#ccpa [211] #infosec,#cybersec [211] #cybersec,#cybersecurity [211] #cybersecurity,#gdpr [211] #ccpa,#gbla [211] #gbla,#bipa [211] #bipa,#tcpa Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: