The graph represents a network of 1,658 Twitter users whose recent tweets contained "TopCyberNews", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 19:04 UTC.
The tweets in the network were tweeted over the 2508-day, 7-hour, 1-minute period from Friday, 29 April 2016 at 16:28 UTC to Sunday, 12 March 2023 at 23:30 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1658
Unique Edges : 4757
Edges With Duplicates : 30629
Total Edges : 35386
Number of Edge Types : 9
Retweet : 4181
MentionsInRetweet : 18800
MentionsInReplyTo : 5618
Replies to : 360
Mentions : 4460
Quote : 92
MentionsInQuoteReply : 256
Tweet : 36
MentionsInQuote : 1583
Self-Loops : 3787
Reciprocated Vertex Pair Ratio : 0.0512987860592612
Reciprocated Edge Ratio : 0.0975912590017383
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1656
Maximum Edges in a Connected Component : 35382
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.94989
Graph Density : 0.00293159917388161
Modularity : 0.153223
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,658 Twitter users whose recent tweets contained "TopCyberNews", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 19:04 UTC.
The tweets in the network were tweeted over the 2508-day, 7-hour, 1-minute period from Friday, 29 April 2016 at 16:28 UTC to Sunday, 12 March 2023 at 23:30 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[487] #ml,#nlu [487] #bigdata,#ml [487] #aiio,#bigdata [487] #ai,#aiio [472] #nlu,#futureofwork [351] #futureofwork,topcybernews [316] topcybernews,spirosmargaris [285] eli_krumova,#happyfriday [275] eli_krumova,#happymonday [212] lyakovet,enricomolinari Top Word Pairs in Tweet in G1:
[296] #ai,#aiio [296] #bigdata,#ml [296] #aiio,#bigdata [296] #ml,#nlu [286] #nlu,#futureofwork [196] #futureofwork,topcybernews [167] topcybernews,spirosmargaris [88] #fintech,#veuu [82] #blockchaintechnology,#blockchains [78] #veuu,topcybernews Top Word Pairs in Tweet in G2:
[285] eli_krumova,#happyfriday [273] eli_krumova,#happymonday [197] please,see [197] lyakovet,enricomolinari [196] enricomolinari,ronald_vanloon [187] eli_krumova,please [162] glengilmore,kirkdborne [158] globaliqx,pawlowskimario [157] ronald_vanloon,khulood_almani [133] jamesvgingerich,tgravel Top Word Pairs in Tweet in G3:
[177] #ai,#artificialintelligence [144] cc,topcybernews [111] #tech,#technology [108] gigadgets_,#ai [105] #technology,#innovation [102] #digital,#tech [96] #mobile,projector [96] projector,gigadgets_ [96] #innovation,#smartphone [96] #smartphone,cc Top Word Pairs in Tweet in G4:
[131] grazytgrazynatt,influencerprom1 [125] #polishfrenchbretontech,#influencerpromotion [123] #influencerpromotion,#custserv [109] promo,edu [109] social,promo [109] edu,tech [105] #socialpromoedutech,academy [94] pestochampion,srinualme [94] vipeurope5,pestochampion [89] #custserv,#frenchtech Top Word Pairs in Tweet in G5:
[33] stratorob,cybersecurity [29] cyberdigitaltec,audreydesisto [29] audreydesisto,topcybernews [21] management,#internetofthings [21] #cybersecurity,#innovation [21] cybersecurity,risk [21] risk,management [21] #internetofthings,#cybersecurity [19] #innovation,#riskmanagem [18] #digitaltransformation,reliable Top Word Pairs in Tweet in G6:
[149] #bigdata,#ml [149] #ai,#aiio [149] #aiio,#bigdata [149] #nlu,#futureofwork [149] #ml,#nlu [129] topcybernews,spirosmargaris [124] #futureofwork,topcybernews [106] spirosmargaris,marshacollier [105] mhcommunicate,fisher85m [105] fisher85m,mikequindazzi Top Word Pairs in Tweet in G7:
[2] #virtualworld,#digitalworld [2] tech,take [2] kamlardi,topcybernews [2] see,tech [2] topcybernews,spirosmargaris [2] guidodeckstein,neiraosci [2] #ai,#ml [2] six,trends [2] madmeier,andy_lucerne [2] danieldiemers,madmeier Top Word Pairs in Tweet in G8:
[2] long,#happy [2] secret,long [2] #meaningful,#life [2] #life,#health [2] wef,cc [2] #health,wef [2] #japanese,concept [2] concept,secret [2] #happy,#meaningful Top Word Pairs in Tweet in G10:
[4] faces,munichre [4] #insurance,#reinsurance [4] cyber,risks [4] greatest,threats [4] industry,faces [4] #reinsurance,industry [4] wswmuc,mt [4] risks,constitute [4] munichre,wswmuc [4] constitute,one 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 G7:
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: