The graph represents a network of 4,237 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, 03 August 2021 at 06:51 UTC.
The requested start date was Tuesday, 03 August 2021 at 00:01 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 2-day, 1-hour, 42-minute period from Saturday, 31 July 2021 at 22:19 UTC to Tuesday, 03 August 2021 at 00:01 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 : 4237
Unique Edges : 3632
Edges With Duplicates : 14419
Total Edges : 18051
Number of Edge Types : 5
Retweet : 6048
MentionsInRetweet : 7557
Tweet : 2472
Mentions : 1795
Replies to : 179
Self-Loops : 2560
Reciprocated Vertex Pair Ratio : 0.00742880726372266
Reciprocated Edge Ratio : 0.0147480540761983
Connected Components : 611
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 2964
Maximum Edges in a Connected Component : 16283
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.121874
Graph Density : 0.000408013580617533
Modularity : 0.337284
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,237 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, 03 August 2021 at 06:51 UTC.
The requested start date was Tuesday, 03 August 2021 at 00:01 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 2-day, 1-hour, 42-minute period from Saturday, 31 July 2021 at 22:19 UTC to Tuesday, 03 August 2021 at 00:01 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:
[497] #machinelearning,#5g [463] cyber,security [430] #100daysofcode,#python [427] #5g,#datascience [374] #python,#cybersecurity [366] #cybersecurity,#bigdata [358] #datascience,#100daysofcode [354] #bigdata,#ai [349] #ai,#iot [319] #cybersecurity,#infosec Top Word Pairs in Tweet in G1:
[209] #cybersecurity,#infosec [105] #infosec,#cybersecurity [102] #cybersecurity,#cyberattack [81] #infosec,#ethicalhacking [77] #cybersecurity,#cybersecuritytips [73] #cybersecuritytips,#cybersecuritynews [73] #cybersecuritynews,#infosec [67] #cybersecurity,#security [65] cyber,security [61] #news,#cybersecurity Top Word Pairs in Tweet in G2:
[45] #cybersecurity,#infosec [29] #cybersecurity,#security [28] #cybersecurity,#cyberattack [27] #infosec,#cybersecurity [24] cyber,security [18] #machinelearning,#5g [17] final,exams [14] #5g,#datascience [13] #cybersecurity,#devops [13] #machinelearning,#datascience Top Word Pairs in Tweet in G3:
[418] #machinelearning,#5g [387] #100daysofcode,#python [365] #5g,#datascience [338] #python,#cybersecurity [332] #cybersecurity,#bigdata [321] #bigdata,#ai [318] #datascience,#100daysofcode [308] #ai,#iot [271] #github,#nodejs [253] #nlp,#robots Top Word Pairs in Tweet in G4:
[23] #machinelearning,#5g [21] #infosec,#cybersecurity [21] #cybersecurity,#security [21] #5g,#datascience [19] cyber,security [18] proper,#cybersecurity [18] #cybersecurity,measures [18] measures,network [18] network,management [18] management,come Top Word Pairs in Tweet in G5:
[79] technology,simultaneously [79] simultaneously,blessing [79] blessing,curse [79] curse,best [79] best,weapon [79] weapon,against [79] against,knowledge [79] knowledge,five [79] five,books [79] books,defense Top Word Pairs in Tweet in G6:
[21] #machinelearning,#bigdata [20] #ai,#machinelearning [16] ingliguori,#infographic [15] #digitaltransformation,#cloud [15] #cloud,#machinelearning [14] #machinelearning,#cybersecurity [14] ingliguori,#digitaltransformation [12] #ai,#iot [11] artificial,intelligence [11] quantum,computing Top Word Pairs in Tweet in G7:
[145] rudy,giuliani [145] giuliani,quietly [145] quietly,lived [145] lived,shadows [145] shadows,continued [145] continued,rake [145] rake,millions [145] millions,bogus [145] bogus,cybersecurity [144] itsjefftiedrich,rudy Top Word Pairs in Tweet in G8:
[57] one,reasons [57] reasons,getting [57] getting,full [57] full,access [57] access,device [57] device,really [57] really,tempting [57] tempting,governments [57] governments,same [57] same,reason Top Word Pairs in Tweet in G9:
[30] #cybersecurity,#cyberwarrior [22] #infosec,#pentest [22] #pentest,#ctf [22] #ctf,#oscp [21] privilege,escalation [18] #oscp,#cybersecurity [17] open,source [17] share,follow [16] #competition,#win [15] #win,#prize Top Word Pairs in Tweet in G10:
[7] #databreaches,#darkweb [7] #darkweb,#cybersec [7] #cybersec,#infosec [6] #5g,#100daysofcode [6] #100daysofcode,#artificialintelligence [6] #artificialintelligence,#cloud [5] #infosec,#security [4] fortinet,fortiguardlabs [4] fortiguardlabs,lisamartintv [4] gt,gt Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
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:
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: