The graph represents a network of 3,473 Twitter users whose tweets in the requested range contained "TopCyberNews", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 07 March 2022 at 18:23 UTC.
The requested start date was Monday, 07 March 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 112-day, 18-hour, 23-minute period from Thursday, 11 November 2021 at 02:37 UTC to Thursday, 03 March 2022 at 21:00 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 : 3473
Unique Edges : 10221
Edges With Duplicates : 29399
Total Edges : 39620
Number of Edge Types : 5
Retweet : 6357
MentionsInRetweet : 18524
Tweet : 283
Mentions : 14048
Replies to : 408
Self-Loops : 373
Reciprocated Vertex Pair Ratio : 0.043811960345379
Reciprocated Edge Ratio : 0.0839460784313725
Connected Components : 19
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 3455
Maximum Edges in a Connected Component : 39619
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.913225
Graph Density : 0.00135342955067466
Modularity : 0.272918
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,473 Twitter users whose tweets in the requested range contained "TopCyberNews", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 07 March 2022 at 18:23 UTC.
The requested start date was Monday, 07 March 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 112-day, 18-hour, 23-minute period from Thursday, 11 November 2021 at 02:37 UTC to Thursday, 03 March 2022 at 21:00 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 : TopCyberNews
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:
[584] #ai,#artificialintelligence [462] #vr,#ar [398] #artificialintelligence,#ml [387] #ar,#virtualreality [362] #ai,#aiio [353] #aiio,#bigdata [353] #bigdata,#ml [317] #ml,#nlu [310] #machinelearning,#artificialintelligence [293] #artificialintelligence,#mi Top Word Pairs in Tweet in G1:
[463] #ai,#artificialintelligence [339] #artificialintelligence,#ml [305] #vr,#ar [297] #ar,#virtualreality [265] #machinelearning,#artificialintelligence [241] #artificialintelligence,#mi [206] topcybernews,oxana_zeitler [196] #mi,#robotics [183] #tech,#technology [174] wef,#bigdata Top Word Pairs in Tweet in G2:
[181] #ai,#aiio [178] #aiio,#bigdata [178] #bigdata,#ml [172] top,10 [162] #ml,#nlu [143] #cybersecurity,cc [134] #nlu,#futureofwork [129] xaelbot,bills_bot [128] jgrobicki,ursbolt [121] ipfconline1,#ai Top Word Pairs in Tweet in G3:
[156] #digital,#digitaltransformation [112] #vr,#ar [98] ronald_vanloon,#augmentedreality [98] #augmentedreality,powered [98] powered,glasses [98] glasses,yuhelenyu [98] #digitaltransformation,#vr [68] #technology,#innovation [65] ronald_vanloon,future [65] future,living Top Word Pairs in Tweet in G4:
[179] #infosec,#ciso [164] #cybersecurity,#infosec [128] stephanenappo,#cybersecurity [85] jasonwalton1206,annabal21262002 [82] sophiapapadop10,edward733 [82] annabal21262002,sophiapapadop10 [79] mspadine,mmuller2019 [72] cevat3421,jasonwalton1206 [66] #cybersecurity,#cyberawareness [59] mikimiyazaki13,lorenzorossi29 Top Word Pairs in Tweet in G5:
[140] #ai,#aiio [134] #aiio,#bigdata [134] #bigdata,#ml [129] topcybernews,spirosmargaris [119] #ml,#nlu [114] #nlu,#futureofwork [110] spirosmargaris,marshacollier [106] fisher85m,mikequindazzi [105] mhcommunicate,fisher85m [100] #futureofwork,topcybernews Top Word Pairs in Tweet in G6:
[6] m49d4ch3lly,drjessicabarker [6] drjessicabarker,chanisimms [4] ditto,shirastweet [4] shirastweet,wonderful [4] wonderful,friends [4] friends,m49d4ch3lly [3] ajohnsocyber,andyroseciso [3] andyroseciso,yuhelenyu [3] yuhelenyu,billmew [3] janefrankland,ditto Top Word Pairs in Tweet in G8:
[2] #japanese,concept [2] concept,secret [2] secret,long [2] long,#happy [2] #happy,#meaningful [2] #meaningful,#life [2] #life,#health [2] #health,wef [2] wef,cc [2] topcybernews,drjdrooghaag Top Word Pairs in Tweet in G10:
[2] mefintech,mikequindazzi [2] mikequindazzi,sandy_carter [2] sandy_carter,topcybernews [2] topcybernews,floriansemle 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 G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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 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: