The graph represents a network of 438 Twitter users whose recent tweets contained "cybersecurity "data privacy"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Thursday, 08 August 2019 at 12:31 UTC.
The tweets in the network were tweeted over the 9-day, 9-hour, 43-minute period from Tuesday, 30 July 2019 at 02:18 UTC to Thursday, 08 August 2019 at 12:02 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 : 438
Unique Edges : 608
Edges With Duplicates : 382
Total Edges : 990
Number of Edge Types : 4
Retweet : 332
Tweet : 204
Mentions : 437
Replies to : 17
Self-Loops : 213
Reciprocated Vertex Pair Ratio : 0.0229276895943563
Reciprocated Edge Ratio : 0.0448275862068966
Connected Components : 126
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 205
Maximum Edges in a Connected Component : 693
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.649387
Graph Density : 0.0030302080394554
Modularity : 0.536536
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[323] data,privacy [155] #data,#privacy [59] #dataprivacy,#dataprotection [56] cyber,security [46] #privacy,#dataprivacy [46] #cybersecurity,#data [42] data,#privacy [41] #hacking,#cybersecurity [39] #privacy,#cybersecurity [39] #cybersecurity,#cybercrime Top Word Pairs in Tweet in G1:
[57] data,privacy [10] #data,#privacy [10] privacy,cybersecurity [9] amp,data [9] #privacy,#cybersecurity [8] improve,customer [8] customer,satisfaction [8] satisfaction,amp [8] amp,online [8] online,spending Top Word Pairs in Tweet in G2:
[73] data,privacy [42] cyber,security [35] #data,#privacy [30] #ics,gt [30] gt,gt [30] gt,manage [30] manage,cybersecurity [30] cybersecurity,safety [30] safety,data [30] privacy,industrial Top Word Pairs in Tweet in G3:
[64] data,privacy [47] #data,#privacy [15] #cybersecurity,#data [12] cyber,security [11] data,#privacy [10] #dataprivacy,#dataprotection [10] #dataprotection,#cybersecurity [9] #cybersecurity,#cio [9] #cio,#ciso [9] #ciso,#cpo Top Word Pairs in Tweet in G4:
[20] data,privacy [15] #cybersecurity,#databreach [15] #databreach,#ransomware [15] #ransomware,#hackers [15] #hackers,#infosec [15] #infosec,reach2ratan [15] reach2ratan,#ai [15] #ai,#bots [15] #bots,#malware [15] #malware,#ddos Top Word Pairs in Tweet in G5:
[22] #data,#privacy [21] data,privacy [12] #cybersecurity,#cybercrime [10] #cybersecurity,#infosec [10] privacy,security [8] #dataprivacy,#dataprotection [6] privacy,cybersecurity [6] cybersecurity,insider [6] insider,august [6] august,2019 Top Word Pairs in Tweet in G6:
[13] write,indianexpress [13] indianexpress,gov [13] gov,central [13] central,welfare [13] welfare,database [13] database,idea [13] idea,argue [13] argue,benefits [13] benefits,significant [13] significant,privacy Top Word Pairs in Tweet in G7:
[17] data,privacy [15] regulatory,issues [15] issues,being [15] being,pointed [15] pointed,out [15] out,robinbusolo [15] robinbusolo,here [15] here,#kesig2019 [15] #kesig2019,ca_kenya [15] ca_kenya,include Top Word Pairs in Tweet in G8:
[24] #data,#privacy [19] #internet,#data [19] #privacy,#dataprivacy [19] #dataprivacy,#dataprotection [19] #surveillance,#monitoring [18] #hacking,#cybersecurity [18] #cybersecurity,#cybercrime [18] #cybercrime,#surveillance [13] #dataprotection,#online [13] #online,#hacking Top Word Pairs in Tweet in G9:
[4] future,#dataprivacy [4] #dataprivacy,united [4] united,states [4] states,#ccpa [4] #ccpa,#cybersecurity [4] #cybersecurity,#bigdata [4] #bigdata,#ai [4] #ai,aghiathchbib [4] aghiathchbib,kaigrunwitz [4] kaigrunwitz,sarbjeetjohal Top Word Pairs in Tweet in G10:
[8] faxes,outdated [8] outdated,amp [8] amp,quite [8] quite,frankly [8] frankly,embarrassing [8] embarrassing,admit [8] admit,still [8] still,use [8] use,re [8] re,threat Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: