The graph represents a network of 439 Twitter users whose recent tweets contained "Cybercrime", 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 Sunday, 13 January 2019 at 15:03 UTC.
The tweets in the network were tweeted over the 6-hour, 55-minute period from Sunday, 13 January 2019 at 08:04 UTC to Sunday, 13 January 2019 at 15:00 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 : 439
Unique Edges : 884
Edges With Duplicates : 365
Total Edges : 1249
Number of Edge Types : 4
Retweet : 356
Mentions : 621
Tweet : 237
Replies to : 35
Self-Loops : 242
Reciprocated Vertex Pair Ratio : 0.0116144018583043
Reciprocated Edge Ratio : 0.0229621125143513
Connected Components : 86
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 258
Maximum Edges in a Connected Component : 1008
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.408292
Graph Density : 0.00452980518197231
Modularity : 0.555167
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[74] cyberattacks,cybercrime [56] cybersecurity,expert [56] expert,shortage [56] shortage,infographic [56] infographic,ml [56] ml,ai [56] ai,iot [56] iot,marketing [56] marketing,datascience [56] datascience,startup Top Word Pairs in Tweet in G1:
[46] cybersecurity,news [46] news,week [46] week,securityaffairs [46] securityaffairs,cio [46] cio,cybercrime [46] cybercrime,cyberhacks [46] cyberhacks,news [46] news,friyay [4] two,paws [4] paws,authentication Top Word Pairs in Tweet in G2:
[55] https,t [55] t,co [55] total,received [55] btc,total [55] btc,cybercrime [55] cybercrime,darkweb [55] darkweb,deepweb [52] total,0 [52] 0,btc [41] cc,shop Top Word Pairs in Tweet in G3:
[3] fight,against [3] against,cybercrime [3] learn,more [3] ethereum,classic [3] classic,51 [3] 51,attackers [3] attackers,allegedly [3] allegedly,returned [3] returned,100 [3] 100,000 Top Word Pairs in Tweet in G4:
[15] beware,easily [15] easily,happen [15] happen,anywhere [15] anywhere,cybercrime [15] cybercrime,hacking [15] hacking,infosec [15] infosec,cybersecurity [15] cybersecurity,antgrasso [15] antgrasso,digitalcloudgal [15] digitalcloudgal,chuckdbrooks Top Word Pairs in Tweet in G5:
[54] cyberattacks,cybercrime [53] cybersecurity,expert [53] expert,shortage [53] shortage,infographic [53] infographic,ml [53] ml,ai [53] ai,iot [53] iot,marketing [53] marketing,datascience [53] datascience,startup Top Word Pairs in Tweet in G6:
[20] take,security [20] security,advice [20] advice,cybersecurity [20] cybersecurity,seoexpert [20] seoexpert,southafrica [20] southafrica,capetown [20] capetown,infosec [20] infosec,websecurity [20] websecurity,seo [20] seo,digitalmarketing Top Word Pairs in Tweet in G7:
[6] worries,mount [6] mount,cybersecurity [6] cybersecurity,agency [6] agency,struggles [6] struggles,amid [6] amid,shutdown [6] shutdown,cybercrime [6] cybercrime,govermentshutdown [6] govermentshutdown,thehill [6] thehill,shutdownstory Top Word Pairs in Tweet in G8:
[13] hongkongfp,going [13] going,shit [13] shit,huawei [13] huawei,huawei [13] huawei,employee [13] employee,wang [13] wang,weijing [13] weijing,arrested [13] arrested,poland [13] poland,over Top Word Pairs in Tweet in G9:
[7] risk,cyberattack [7] cyberattack,cybersecurity [7] cybersecurity,smb [7] smb,enterprise [7] enterprise,cybercrime [7] cybercrime,malware [7] malware,manufacturing [7] manufacturing,retail [7] retail,vulnerability [7] vulnerability,infosec Top Word Pairs in Tweet in G10:
[14] cryptocurrency,miners [14] miners,uncommon [14] uncommon,industrial [14] industrial,systems [14] systems,cybercrime [14] cybercrime,malware [14] malware,newsindustry [14] newsindustry,ransomwareprotection [14] ransomwareprotection,scadaics [14] scadaics,virusmalware Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G4:
Top Mentioned in G5:
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: