The graph represents a network of 4,615 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, 19 January 2021 at 07:42 UTC.
The requested start date was Tuesday, 19 January 2021 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 2-day, 2-hour, 8-minute period from Saturday, 16 January 2021 at 22:52 UTC to Tuesday, 19 January 2021 at 01:01 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 : 4615
Unique Edges : 3832
Edges With Duplicates : 13856
Total Edges : 17688
Number of Edge Types : 5
Tweet : 2121
Retweet : 5953
MentionsInRetweet : 7431
Mentions : 1924
Replies to : 259
Self-Loops : 2204
Reciprocated Vertex Pair Ratio : 0.0101479915433404
Reciprocated Edge Ratio : 0.0200920887400586
Connected Components : 731
Single-Vertex Connected Components : 370
Maximum Vertices in a Connected Component : 2881
Maximum Edges in a Connected Component : 15341
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.961215
Graph Density : 0.000336579847193595
Modularity : 0.35311
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 4,615 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, 19 January 2021 at 07:42 UTC.
The requested start date was Tuesday, 19 January 2021 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 2-day, 2-hour, 8-minute period from Saturday, 16 January 2021 at 22:52 UTC to Tuesday, 19 January 2021 at 01:01 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:
[554] #machinelearning,#datascience [552] #ai,#100daysofcode [521] cyber,security [449] #datascience,#python [410] #python,#ai [338] artificial,intelligence [290] #100daysofcode,#iot [274] #infosec,#cybersecurity [225] #cybersecurity,#infosec [215] #machinelearning,#ai Top Word Pairs in Tweet in G1:
[70] #cybersecurity,#infosec [51] #infosec,#cybersecurity [44] #cybersecurity,#security [38] #machinelearning,#datascience [36] cyber,security [33] artificial,intelligence [29] #datascience,#python [26] 2021,#cybersecurity [26] gt,gt [26] #finance,#money Top Word Pairs in Tweet in G2:
[517] #ai,#100daysofcode [486] #machinelearning,#datascience [402] #datascience,#python [379] #python,#ai [280] artificial,intelligence [271] #100daysofcode,#iot [201] #machinelearning,#ai [183] #machinelearning,#100daysofcode [183] #iot,#iiot [170] #iot,#iotpl Top Word Pairs in Tweet in G3:
[173] #infosec,#cybersecurity [111] #cybersecurity,#infosec [78] #cybersecurity,#cyberattack [68] #infosec,#netsec [56] cyber,security [54] #news,#cybersecurity [54] #cyberattack,#hacking [51] #tools,#infosec [51] #malware,#ransomware [50] #finance,#money Top Word Pairs in Tweet in G4:
[89] cyber,security [22] hard,drive [22] cybersecurity,firm [21] firm,uses [21] uses,encrypted [21] encrypted,hard [21] drive,bitcoin [21] test,applicants [21] four,cisco [21] cisco,networking Top Word Pairs in Tweet in G5:
[102] ku,klux [102] klux,klowns [102] klowns,stormed [102] stormed,capitol [102] capitol,capable [102] capable,suicide [102] suicide,air [102] air,assaults [102] assaults,drone [102] drone,warfare Top Word Pairs in Tweet in G6:
[23] wi,fi [20] cybersecurity,realization [20] realization,natural [20] natural,paranoia [20] paranoia,distrust [20] distrust,things [20] things,career [20] career,path [19] infosecsherpa,cybersecurity [12] fi,hacking Top Word Pairs in Tweet in G7:
[31] rob,joyce [14] news,rob [14] joyce,rgb_lights [14] rgb_lights,serve [14] serve,director [14] director,nsagov's [14] nsagov's,cybersecurity [14] cybersecurity,directorate [14] directorate,current [14] current,director Top Word Pairs in Tweet in G8:
[28] tech,groups [28] groups,looking [28] looking,create [28] create,roadmap [28] roadmap,countering [28] countering,surge [27] coalition,cybersecurity [27] cybersecurity,tech [27] surge,ransomware [26] thehill,coalition Top Word Pairs in Tweet in G9:
[11] cyber,security [11] message,core [11] core,tec [10] tec,instagram [6] kindly,advice [6] advice,message [6] instagram,professional [6] professional,cyber [6] security,expert [6] hacked,account Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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