The graph represents a network of 11,972 Twitter users whose recent tweets contained "cybersecurity", 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 Wednesday, 07 August 2019 at 15:26 UTC.
The tweets in the network were tweeted over the 1-day, 1-hour, 30-minute period from Tuesday, 06 August 2019 at 11:08 UTC to Wednesday, 07 August 2019 at 12:38 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 : 11972
Unique Edges : 22127
Edges With Duplicates : 14625
Total Edges : 36752
Number of Edge Types : 4
Tweet : 7076
Retweet : 9684
Mentions : 19502
Replies to : 490
Self-Loops : 7306
Reciprocated Vertex Pair Ratio : 0.0320450662603315
Reciprocated Edge Ratio : 0.0621001297481097
Connected Components : 2900
Single-Vertex Connected Components : 2059
Maximum Vertices in a Connected Component : 7305
Maximum Edges in a Connected Component : 31024
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.800713
Graph Density : 0.000155955185494916
Modularity : 0.514797
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1306] #cybersecurity,#infosec [1009] gt,gt [617] #infosec,#cybersecurity [554] cyber,security [334] voting,machines [325] read,more [321] check,out [310] #cybersecurity,#hacker [288] paperless,voting [274] #cybersec,#cybersecurity Top Word Pairs in Tweet in G1:
[61] cisco,named [61] named,champion [61] champion,canalys [61] canalys,cybersecurity [61] cybersecurity,leadership [61] leadership,matrix [61] matrix,2019 [55] cyber,security [49] #cybersecurity,#infosec [44] #infosec,#cybersecurity Top Word Pairs in Tweet in G2:
[617] #cybersecurity,#infosec [220] #infosec,#cybersecurity [184] #cybersec,#cybersecurity [152] new,#phishing [152] #malware,#dataviz [137] #infosec,#malware [132] phishfindr,found [132] 2019,08 [132] #dataviz,#datamunching [128] gt,found Top Word Pairs in Tweet in G3:
[862] gt,gt [324] #cybersecurity,#infosec [206] #ai,#iot [163] cyber,security [137] #cybersecurity,#databreach [135] #infosec,#cybersecurity [113] #fintech,#blockchain [111] #hackers,#infosec [108] mikequindazzi,gt [101] #databreach,#ransomware Top Word Pairs in Tweet in G4:
[212] #cybersecurity,#hacker [27] #blog,#bot [27] #bot,#cybersecurity [26] cyber,security [25] cybercrime,magazine [23] #cybersecurity,#infosec [23] #cybersecurity,industry [21] saltstack,#secops [21] #blackhat2019,week [21] black,unicorn Top Word Pairs in Tweet in G5:
[51] #infosec,#cybersecurity [49] #cybersecurity,#infosec [35] #infosec,#security [34] new,social [34] social,media [34] media,bots [34] bots,pose [34] pose,disinformation [34] disinformation,threat [34] threat,ahead Top Word Pairs in Tweet in G6:
[80] #cybersecurity,#infosec [62] #cyber,#cybersecurity [54] read,more [40] usnistgov,pcmatic [40] pcmatic,cisagov [39] local,governments [38] #ransomware,attacks [38] attacks,against [38] against,georgia [38] georgia,state Top Word Pairs in Tweet in G7:
[301] voting,machines [266] paperless,voting [220] machines,waiting [220] waiting,hacked [220] hacked,2020 [220] 2020,startling [220] startling,number [220] number,counties [220] counties,plan [220] plan,doing Top Word Pairs in Tweet in G8:
[103] #pcexpander,#cybernews [72] #cybersecurity,#cyberattack [70] #cybernews,#nonstopnews [70] #nonstopnews,#cybersecurity [70] #cyberattack,#tecnology [70] #tecnology,#news [41] cyber,security [40] #iot,#ai [40] digibyte,lock [40] lock,dgb Top Word Pairs in Tweet in G9:
[36] #infosec,#hacking [36] #hacking,#hackers [36] #hackers,#pentesting [36] #pentesting,#programming [36] #programming,#pentest [36] #cybersecurity,#nogofallmaga [32] #opensource,#cybersecurity [30] #dfir,#cybersecurity [29] abuja,market [28] #pentest,#opensource Top Word Pairs in Tweet in G10:
[189] wikileaks,senate [189] senate,panel [189] panel,requested [189] requested,assange [189] assange,testimony [189] testimony,russia [189] russia,probe [3] isn,america [3] america,taking [3] taking,much Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G5:
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Top Tweeters in G10: