The graph represents a network of 6,653 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, 10 November 2020 at 07:46 UTC.
The requested start date was Tuesday, 10 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 1-hour, 3-minute period from Friday, 06 November 2020 at 17:53 UTC to Monday, 09 November 2020 at 18:57 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 : 6653
Unique Edges : 5906
Edges With Duplicates : 13206
Total Edges : 19112
Number of Edge Types : 5
Mentions : 3416
Tweet : 2907
Retweet : 5210
MentionsInRetweet : 7279
Replies to : 300
Self-Loops : 3011
Reciprocated Vertex Pair Ratio : 0.0186194368755677
Reciprocated Edge Ratio : 0.0365581810075791
Connected Components : 1289
Single-Vertex Connected Components : 706
Maximum Vertices in a Connected Component : 3789
Maximum Edges in a Connected Component : 15135
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.45398
Graph Density : 0.000202730691121851
Modularity : 0.431677
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,653 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, 10 November 2020 at 07:46 UTC.
The requested start date was Tuesday, 10 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 1-hour, 3-minute period from Friday, 06 November 2020 at 17:53 UTC to Monday, 09 November 2020 at 18:57 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:
[606] cyber,security [338] #cybersecurity,#security [296] #cybersecurity,#infosec [220] #infosec,#cybersecurity [156] learn,more [154] gt,gt [120] #analytics,#datascience [117] read,more [113] #100daysofmlcode,#python [108] #bigdata,#analytics Top Word Pairs in Tweet in G1:
[212] #cybersecurity,#security [129] gt,gt [114] cyber,security [112] #analytics,#datascience [105] #100daysofmlcode,#python [103] #bigdata,#analytics [92] #iot,#100daysofmlcode [81] #100daysofcode,#machinelearning [72] #python,#ai [69] #fiverr,#fiverrgigs Top Word Pairs in Tweet in G2:
[51] #infosec,#cybersecurity [44] cyber,security [43] #cybersecurity,#infosec [36] #cybersecurity,#security [25] ù,ø [25] ø,ø [24] ù,ù [24] ø,ù [20] learn,more [19] read,more Top Word Pairs in Tweet in G3:
[96] cyber,security [20] dhs,cyber [20] cyber,agency [20] agency,invests [20] invests,election [20] election,auditing [20] auditing,tool [20] tool,secure [20] secure,2020 [20] 2020,elections Top Word Pairs in Tweet in G4:
[91] #cybersecurity,#infosec [59] #infosec,#cybersecurity [53] #cybersecurity,#security [51] read,more [36] cyber,security [35] #cyber,#security [28] #informationsecurity,#infosec [27] #cybersecurity,#cyberwarrior [26] #cybersecurity,#digital [26] #news,#cybersecurity Top Word Pairs in Tweet in G5:
[23] cyber,security [5] infrastructure,security [5] cybersecurity,infrastructure [5] security,firm [4] dhs,cyber [4] cyber,agency [4] election,auditing [4] auditing,tool [4] russ,ramsland [4] explains,mos Top Word Pairs in Tweet in G6:
[31] cyber,security [18] great,role [18] role,someone [18] someone,senior [18] senior,manager [18] manager,cyber [18] security,ops [18] ops,centre [18] centre,vodafone [18] vodafone,uk Top Word Pairs in Tweet in G7:
[25] presidential,election [25] election,closely [25] closely,monitored [25] monitored,cyberattacks [25] cyberattacks,surprisingly [25] surprisingly,free [25] free,reached [25] reached,apparent [25] apparent,conclusion [24] politico,presidential Top Word Pairs in Tweet in G8:
[16] career,awareness [15] cybersecurity,career [15] awareness,week [14] #cybersecurity,career [14] career,week [11] twitter,chat [10] national,cybersecurity [10] staysafeonline,heiscouncil [8] national,#cybersecurity [7] week,join Top Word Pairs in Tweet in G9:
[31] #infosec,#cybersecurity [25] #cybersecurity,#cyberattack [16] #cyberattack,#hacking [16] #hacking,#privacy [16] #privacy,#threat [16] #threat,#malware [15] #cybersecurity,#infosec [11] #malware,#ransomware [11] #tech,#technology [10] #ransomware,#cyberwarning Top Word Pairs in Tweet in G10:
[19] sminaev2015,frisesally [19] frisesally,angelicagallegs [19] angelicagallegs,yukarikingdom18 [19] yukarikingdom18,mhall55nine [19] mhall55nine,eoff_sylvia [19] eoff_sylvia,semicvet50 [19] semicvet50,brindusab1 [19] brindusab1,pasqualetotaro [15] arnabch01,sminaev2015 [10] itakethelead,365surmarius Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: