The graph represents a network of 4,618 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, 27 July 2021 at 06:50 UTC.
The requested start date was Tuesday, 27 July 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, 47-minute period from Saturday, 24 July 2021 at 22:13 UTC to Tuesday, 27 July 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 : 4618
Unique Edges : 4306
Edges With Duplicates : 13551
Total Edges : 17857
Number of Edge Types : 5
Retweet : 5702
MentionsInRetweet : 7371
Replies to : 209
Mentions : 2135
Tweet : 2440
Self-Loops : 2539
Reciprocated Vertex Pair Ratio : 0.012573568753344
Reciprocated Edge Ratio : 0.0248348745046235
Connected Components : 735
Single-Vertex Connected Components : 376
Maximum Vertices in a Connected Component : 2791
Maximum Edges in a Connected Component : 15224
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.927216
Graph Density : 0.000355043917103389
Modularity : 0.347738
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,618 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, 27 July 2021 at 06:50 UTC.
The requested start date was Tuesday, 27 July 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, 47-minute period from Saturday, 24 July 2021 at 22:13 UTC to Tuesday, 27 July 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:
[459] cyber,security [359] #javascript,#github [359] #github,#nodejs [350] #machinelearning,#5g [345] #lowcode,#javascript [307] #5g,#datascience [300] #nocode,#lowcode [299] #100daysofcode,#python [293] #cybersecurity,#infosec [272] #5g,#100daysofcode Top Word Pairs in Tweet in G1:
[91] #machinelearning,#5g [85] #5g,#datascience [80] #datascience,#100daysofcode [79] #100daysofcode,#python [75] #operationbreathefreshcleanair,#machinelearning [57] #python,#cybersecurity [56] #ai,#iot [55] #cybersecurity,#bigdata [54] #bigdata,#ai [41] #cybersecurity,#infosec Top Word Pairs in Tweet in G2:
[144] #cybersecurity,#infosec [89] #infosec,#cybersecurity [71] #cybersecurity,#cybersecuritytips [69] #cybersecuritytips,#cybersecuritynews [68] #cybersecuritynews,#infosec [67] #news,#cybersecurity [67] #infosec,#ethicalhacking [58] #cybersecurity,#cyberattack [49] threat,intelligence [47] predicted,malicious Top Word Pairs in Tweet in G3:
[303] #javascript,#github [303] #github,#nodejs [291] #lowcode,#javascript [253] #nocode,#lowcode [248] #5g,#100daysofcode [217] #machinelearning,#5g [216] #nodejs,#cybersecurity [199] #100daysofcode,#python [187] #5g,#datascience [170] #cybersecurity,#devops Top Word Pairs in Tweet in G4:
[80] cyber,security [39] bye,bye [35] time,ban [32] bye,bitcoin [30] bitcoin,time [29] ban,cryptocurrencies [11] cyber,attacks [8] learn,more [8] arbitrary,cyber [8] security,advisory Top Word Pairs in Tweet in G5:
[25] #machinelearning,#5g [24] #cybersecurity,#infosec [20] #5g,#datascience [17] #bigdata,#healthiswealth [17] #healthiswealth,#cybersecurity [15] #cybersecurity,#devops [13] #opensource,#the404code [13] #the404code,#bigdata [13] cyber,security [13] #datascience,#100daysofcode Top Word Pairs in Tweet in G6:
[27] #cybersecurity,#infosec [26] cyber,security [22] bye,bye [21] bye,bitcoin [21] bitcoin,time [21] time,ban [18] #cybersecurity,#cyberattack [18] ban,cryptocurrencies [10] ban,ransom [10] ransom,payments Top Word Pairs in Tweet in G7:
[31] #cybersecurity,#cyberattack [20] #pmp,#ppm [20] #ppm,#project [18] #project,#agile [18] #agile,#cybersecurity [15] #cybersecurity,#bitcoin [13] #bitcoin,#ai [12] #ai,#safe [10] #safe,#zerotrust [10] #zerotrust,#virtual Top Word Pairs in Tweet in G8:
[3] sammk1964,marshallw73 [3] marshallw73,amundston [3] amundston,jetson77 [3] jetson77,desnoyerrobert [3] desnoyerrobert,lee_whiten [3] lee_whiten,hrt6017 [3] hrt6017,thepancakeman03 [3] thepancakeman03,jdw714 [3] jdw714,klee34036780 [2] chrisg409ubc,sammk1964 Top Word Pairs in Tweet in G9:
[10] delay,report [10] report,today [10] today,cisagov [10] cisagov,provides [10] provides,secure [10] secure,means [10] means,partners [10] partners,submit [10] submit,report [10] report,cyber Top Word Pairs in Tweet in G10:
[38] time,ban [21] lol,time [21] ban,opinion [21] opinion,pieces [21] pieces,#bitcoin [21] #bitcoin,uninformed [21] uninformed,talking [21] talking,heads [21] heads,never [21] never,ending 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: