The graph represents a network of 4,206 Twitter users whose tweets in the requested range contained "(Cyber Security) OR Cybersecurity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 28 July 2020 at 06:36 UTC.
The requested start date was Tuesday, 28 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 5-hour, 44-minute period from Sunday, 26 July 2020 at 00:45 UTC to Monday, 27 July 2020 at 06:29 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 : 4206
Unique Edges : 2858
Edges With Duplicates : 8532
Total Edges : 11390
Number of Edge Types : 5
Tweet : 1606
Retweet : 3423
MentionsInRetweet : 4360
Mentions : 1861
Replies to : 140
Self-Loops : 1700
Reciprocated Vertex Pair Ratio : 0.0194059405940594
Reciprocated Edge Ratio : 0.0380730380730381
Connected Components : 864
Single-Vertex Connected Components : 472
Maximum Vertices in a Connected Component : 2275
Maximum Edges in a Connected Component : 8488
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.208909
Graph Density : 0.000291073903256941
Modularity : 0.428308
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,206 Twitter users whose tweets in the requested range contained "(Cyber Security) OR Cybersecurity", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 28 July 2020 at 06:36 UTC.
The requested start date was Tuesday, 28 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 5-hour, 44-minute period from Sunday, 26 July 2020 at 00:45 UTC to Monday, 27 July 2020 at 06:29 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 : (Cyber Security) OR Cybersecurity
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:
[677] cyber,security [324] #cybersecurity,#infosec [183] #infosec,#cybersecurity [178] apply,cyber [177] cyb3rops,apply [136] #datascience,#analytics [131] security,services [124] top,benefits [124] benefits,outsourcing [124] outsourcing,security Top Word Pairs in Tweet in G1:
[136] #datascience,#analytics [125] security,services [124] top,benefits [124] benefits,outsourcing [124] outsourcing,security [124] services,#datascience [94] #datascience,#artificialintelligence [92] gt,gt [68] #analytics,#startu [65] #analytics,#startups Top Word Pairs in Tweet in G2:
[100] cyber,security [23] crash,course [23] course,cybersecurity [23] cybersecurity,kickstart [23] kickstart,career [20] risk,phishing [20] election,officials [19] report,suggests [19] suggests,local [19] local,election Top Word Pairs in Tweet in G3:
[37] #cybersecurity,#infosec [36] #infosec,#cybersecurity [20] #ransomware,#malware [17] cyber,security [17] #microsoft,office [17] office,files [17] files,more [17] more,popular [17] popular,pdfs [17] pdfs,deliver Top Word Pairs in Tweet in G4:
[73] #cybersecurity,#infosec [61] #python,#rstats [53] #infosec,#hacking [50] #infosec,#cybersecurity [50] #infosec,#riskmanagement [50] #riskmanagement,#encryption [50] #encryption,#iot [42] #iot,#twitter [41] #java,#javascript [40] #rstats,#java Top Word Pairs in Tweet in G5:
[176] cyber,security [174] apply,cyber [173] cyb3rops,apply [2] many,owe [2] owe,success [2] success,google [2] google,thank [2] thank,google [2] google,made [2] made,gathering Top Word Pairs in Tweet in G6:
[32] #infosec,#cybersecurity [19] cyber,security [18] #isdots,#infosec [16] more,visit [15] #cybersecurity,#infosec [14] visit,website [10] #cybersecurity,find [10] find,more [10] ransomware,attack [9] #security,#cybersecurity Top Word Pairs in Tweet in G7:
[79] #cybersecurity,#digital [64] #digital,#hackers [40] #hackers,#infosec [33] #infosec,reach2ratan [28] reach2ratan,#malware [27] #malware,#cloud [27] #cloud,#cloudsecurity [27] #cloudsecurity,#dataprotection [27] #dataprotection,#privacy [27] #privacy,#infosec Top Word Pairs in Tweet in G8:
[30] open,source [30] source,intelligence [30] intelligence,osint [22] wi,fi [21] osint,finding [21] finding,unsecured [21] unsecured,web [21] web,cams [21] cams,google [21] google,hacking Top Word Pairs in Tweet in G9:
[23] hubbucket,prosumersoft [19] hubprojects,hubaccess [16] prosumersoft,hubprojects [14] hubdevops,hubdataops [13] hubaccess,hubdevops [10] #cybersecurity,co [9] hubiomt,hubbucketedge [7] #cybersecurity,#security [7] hubfabric,hubfunctions [6] tweet,#cybersecurity Top Word Pairs in Tweet in G10:
[43] cybersecurity,hands [43] hands,skills [43] skills,important [43] important,little [43] little,budget [42] jorgeorchilles,cybersecurity [29] added,more [29] more,#cybersecurity [29] #cybersecurity,virtual [29] virtual,conferences Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
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:
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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: