The graph represents a network of 6,519 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, 08 December 2020 at 07:47 UTC.
The requested start date was Tuesday, 08 December 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, 7-hour, 58-minute period from Friday, 04 December 2020 at 17:02 UTC to Tuesday, 08 December 2020 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 : 6519
Unique Edges : 5430
Edges With Duplicates : 12674
Total Edges : 18104
Number of Edge Types : 5
Tweet : 2608
Retweet : 4924
MentionsInRetweet : 6467
Mentions : 3573
Replies to : 532
Self-Loops : 2669
Reciprocated Vertex Pair Ratio : 0.01555363535366
Reciprocated Edge Ratio : 0.0306308496414246
Connected Components : 1278
Single-Vertex Connected Components : 757
Maximum Vertices in a Connected Component : 3939
Maximum Edges in a Connected Component : 14626
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.937483
Graph Density : 0.000193618191891796
Modularity : 0.418804
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,519 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, 08 December 2020 at 07:47 UTC.
The requested start date was Tuesday, 08 December 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, 7-hour, 58-minute period from Friday, 04 December 2020 at 17:02 UTC to Tuesday, 08 December 2020 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:
[827] cyber,security [320] #cybersecurity,#infosec [216] #machinelearning,#datascience [211] #infosec,#cybersecurity [203] #python,#ai [175] #datascience,#python [157] m4a4,cyber [141] #cybersecurity,#security [130] security,ft [130] ft,giveaway Top Word Pairs in Tweet in G1:
[215] #machinelearning,#datascience [202] #python,#ai [175] #datascience,#python [119] data,science [117] #iot,#iiot [108] #ai,#100daysofcode [106] #datascience,#ai [102] machine,learning [100] #ai,#iot [98] #bigdata,#analytics Top Word Pairs in Tweet in G2:
[116] cyber,security [26] cybersecurity,chief [25] coronavirus,vaccine [24] russia,china [23] china,iran [23] iran,north [23] north,korea [23] trying,steal [22] korea,trying [22] steal,coronavirus Top Word Pairs in Tweet in G3:
[155] #cybersecurity,#infosec [79] #infosec,#cybersecurity [53] #news,#cybersecurity [52] read,more [43] #cybersecurity,#security [42] #cybersecurity,#cyberattack [34] #malware,#ransomware [31] #informationsecurity,#infosec [30] #ransomware,#malware [29] #cybersecurity,#digital Top Word Pairs in Tweet in G4:
[74] cyber,security [72] evidence,fraud [51] election,officials [46] fraud,election [36] security,agency [34] infrastructure,security [31] cisa,cyber [30] beating,dead [30] dead,horses [30] horses,electoral Top Word Pairs in Tweet in G5:
[33] #cyberpeace,#cybersecurity [33] #brainolympics,#cyberpeace [31] #cybersecurity,#cyberethics [22] chance,win [21] stand,chance [21] cyberpeacecorps,#contestalert [18] #contestalert,finally [18] finally,#brainolympics [18] #brainolympics,comment [18] comment,below Top Word Pairs in Tweet in G6:
[155] cyber,security [152] m4a4,cyber [127] security,ft [127] ft,giveaway [127] follow,pr0gram [125] tag,friend [125] friend,ends [125] ends,days [125] days,good [125] good,luck Top Word Pairs in Tweet in G7:
[16] gt,gt [13] trying,steal [12] russia,china [12] steal,coronavirus [12] coronavirus,vaccine [10] krebs,russia [9] top,20 [9] 20,predictions [9] going,improve [8] improve,cybersecurity Top Word Pairs in Tweet in G8:
[111] traitor,constitution [111] constitution,american [111] american,people [111] people,dispute [111] dispute,results [111] results,election [111] election,handpicked [110] nivnos33,traitor [110] handpicked,cy [15] cybersecurity,official Top Word Pairs in Tweet in G9:
[63] cve,2020 [63] 2020,4006 [59] russian,state [59] state,sponsored [59] actors,exploiting [55] sponsored,cyber [55] cyber,actors [55] exploiting,#vulnerability [55] #vulnerability,cve [55] 4006,affecting Top Word Pairs in Tweet in G10:
[7] #infosec,#cybersecurity [7] hackers,hitting [7] hitting,refresh [7] refresh,cyber [7] cyber,attacks [7] attacks,refreshing [7] refreshing,#security [7] #security,technology [7] technology,mhanley_duo [7] mhanley_duo,wendynather Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: