The graph represents a network of 4,109 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, 23 February 2021 at 07:44 UTC.
The requested start date was Tuesday, 23 February 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, 1-hour, 48-minute period from Saturday, 20 February 2021 at 23:13 UTC to Tuesday, 23 February 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 : 4109
Unique Edges : 3247
Edges With Duplicates : 14843
Total Edges : 18090
Number of Edge Types : 5
Retweet : 6094
MentionsInRetweet : 7828
Tweet : 1952
Mentions : 1993
Replies to : 223
Self-Loops : 2060
Reciprocated Vertex Pair Ratio : 0.0124625335226376
Reciprocated Edge Ratio : 0.0246182611405422
Connected Components : 701
Single-Vertex Connected Components : 329
Maximum Vertices in a Connected Component : 2639
Maximum Edges in a Connected Component : 16152
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.653496
Graph Density : 0.000380218405793633
Modularity : 0.313207
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,109 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, 23 February 2021 at 07:44 UTC.
The requested start date was Tuesday, 23 February 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, 1-hour, 48-minute period from Saturday, 20 February 2021 at 23:13 UTC to Tuesday, 23 February 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:
[1063] #ai,#100daysofcode [810] #programming,#iot [805] #devcommunity,#programming [727] #iot,#iotpl [671] #iotpl,#ai [503] #100daysofcode,#machinelearning [469] cyber,security [462] #machinelearning,#python [347] #python,#nlp [313] #analytics,#ai Top Word Pairs in Tweet in G1:
[148] visiumanalytics,#visiumtechnology [131] #infosec,#cybersecurity [121] #cybersecurity,#infosec [118] #iot,#internetofthings [112] rvp,endorse [112] endorse,content [112] content,iotcommunity [112] iotcommunity,rated [112] rated,2nd [112] 2nd,#iot Top Word Pairs in Tweet in G2:
[37] #cybersecurity,#infosec [36] #infosec,#cybersecurity [36] #cybersecurity,#security [35] #ai,#100daysofcode [34] cyber,security [34] shoppers,app [32] cyberdost,cyberpolicekmr [30] please,help [30] help,cyberdost [24] #iot,#iotpl Top Word Pairs in Tweet in G3:
[919] #ai,#100daysofcode [693] #programming,#iot [688] #devcommunity,#programming [621] #iot,#iotpl [569] #iotpl,#ai [429] #100daysofcode,#machinelearning [414] #machinelearning,#python [308] #python,#nlp [278] #nlp,#analytics [277] #analytics,#ai Top Word Pairs in Tweet in G4:
[69] cyber,security [14] learn,more [9] innovation,agility [9] agility,securing [9] securing,#mobile [9] #mobile,world [9] world,2021 [9] palo,alto [8] #cybersecurity,#infosec [7] national,security Top Word Pairs in Tweet in G5:
[22] gt,gt [20] cyber,security [12] ai,ml [10] upfront,personal [10] surveillance,espionage [10] #cybersecurity,#riskmanagement [9] 30,000 [8] #riskmanagement,#phishing [7] 000,macs [7] #cybersecurity,#geopolitics Top Word Pairs in Tweet in G6:
[132] putin,undermine [132] undermine,significant [132] significant,segment [132] segment,population [132] population,willingness [132] willingness,accept [132] accept,court [132] court,decision [131] 60minutes,putin [131] decision,caus Top Word Pairs in Tweet in G7:
[39] jamaican,government [39] government,prosecutes [39] prosecutes,someone [39] someone,accessing [39] accessing,public [39] public,data [39] data,expect [39] expect,good [39] good,faith [39] faith,hackers Top Word Pairs in Tweet in G8:
[7] today,announced [7] announced,steps [7] steps,advance [7] advance,president [7] president,commitment [7] commitment,elevate [7] elevate,cybersecurity [7] cybersecurity,#cybersecurity [6] re,excited [6] excited,welcome Top Word Pairs in Tweet in G9:
[12] 134,#cybersecurity [12] #cybersecurity,#stem [12] #stem,orgs [12] orgs,serve [12] serve,underrepresented [12] underrepresented,groups [12] groups,breakdown [12] breakdown,#women [12] #women,71 [11] prof_rege,134 Top Word Pairs in Tweet in G10:
[69] dhs,nih [69] nih,treasury [69] treasury,department [69] department,doj [69] doj,potentially [69] potentially,prevented [69] prevented,devastating [69] devastating,cyber [69] cyber,attack [68] crewcrew,dhs 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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