The graph represents a network of 6,026 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, 13 December 2022 at 07:44 UTC.
The requested start date was Tuesday, 13 December 2022 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, 2-hour, 19-minute period from Friday, 09 December 2022 at 22:01 UTC to Tuesday, 13 December 2022 at 00:21 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 : 6026
Unique Edges : 4140
Edges With Duplicates : 11704
Total Edges : 15844
Number of Edge Types : 5
Retweet : 4633
MentionsInRetweet : 5766
Tweet : 2989
Mentions : 2160
Replies to : 296
Self-Loops : 3152
Reciprocated Vertex Pair Ratio : 0.0132372407707016
Reciprocated Edge Ratio : 0.0261286108288576
Connected Components : 1372
Single-Vertex Connected Components : 791
Maximum Vertices in a Connected Component : 3052
Maximum Edges in a Connected Component : 11498
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.575276
Graph Density : 0.000189744853904175
Modularity : 0.429042
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,026 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, 13 December 2022 at 07:44 UTC.
The requested start date was Tuesday, 13 December 2022 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, 2-hour, 19-minute period from Friday, 09 December 2022 at 22:01 UTC to Tuesday, 13 December 2022 at 00:21 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:
[776] cyber,security [574] #infosec,#cybersecurity [313] #cybersecurity,#infosec [289] #pentesting,#oscp [206] #bigdata,#analytics [196] #ai,#ml [189] #cybersecurity,#cybersecuritytips [180] #cybersecuritytips,#pentesting [161] learn,more [154] #oscp,#redteam Top Word Pairs in Tweet in G1:
[186] cyber,security [44] protect,data [43] year,business [43] shared,trends [43] trends,threats [43] challenging,year [43] forbes,shared [43] predictions,aware [43] 2023,expected [43] security,expert Top Word Pairs in Tweet in G2:
[277] #infosec,#cybersecurity [194] #ai,#ml [179] #bigdata,#analytics [129] #machinelearning,#datascience [129] #analytics,#ai [125] #pentesting,#oscp [120] #iot,#iiot [114] #cybersecurity,#infosec [113] #cybersecurity,#bigdata [108] #ml,#datascience Top Word Pairs in Tweet in G3:
[234] #infosec,#cybersecurity [152] #pentesting,#oscp [123] #cybersecurity,#infosec [82] #cybersecurity,#bugbountytips [81] #cybersecurity,#cybersecuritytips [79] #oscp,#redteam [79] #cybersecuritytips,#pentesting [78] #infosecurity,#cybersecurity [74] #cybersecurity,#pentesting [65] sites,provide Top Word Pairs in Tweet in G4:
[38] #fintech,#finserv [36] go,anonymous [36] #cybersecurity,#privacy [36] #privacy,#fintech [36] #finserv,#marketing [19] enricomolinari,go [19] #marketing,enricomolinari [17] #marketing,#metaverse [14] #bigdata,#analytics [13] #innovation,#tech Top Word Pairs in Tweet in G5:
[112] party,gaining [112] tiktok,growing [112] access,americans' [112] americans',sensitive [112] gaining,access [112] chinese,communist [112] information,tiktok [112] growing,threat [112] sensitive,information [112] communist,party Top Word Pairs in Tweet in G6:
[19] cyber,security [13] backlash,over [13] podcast,jeromeehudson [13] death,viktor [13] viktor,bout [13] biden,releasing [13] releasing,merchant [13] over,biden [13] growing,backlash [13] merchant,death Top Word Pairs in Tweet in G7:
[63] giving,amazon [63] udemy,courses [62] santa,danny [62] back,retweet [62] comment,udemy [62] giodev8,giving [62] giveaway,santa [62] courses,giodev8 [62] danny,back [62] retweet,comment Top Word Pairs in Tweet in G8:
[77] network,security [76] anyone,trying [76] cybersecurity,learn [76] free,training [76] security,course [76] course,anyone [76] trying,break [76] break,cybersecurity [76] learn,more [76] more,network Top Word Pairs in Tweet in G9:
[14] tweeted,hourly [14] unauthorized,port [14] mapped,realtime [14] port,scans [13] ø,ø [13] #cybersecurity,#infosec [11] hourly,#cybersecurity [11] realtime,tweeted [11] scans,mapped [10] cyber,security Top Word Pairs in Tweet in G10:
[8] cyber,security [4] theleoterrell,twitter [3] ai,poses [3] being,close [3] security,experts [3] elonmusk,agree [3] poses,huge [3] mommavestor,elonmusk [3] sense,ai [3] ai,sense 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 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: