The graph represents a network of 1,864 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 19:04 UTC.
The tweets in the network were tweeted over the 2445-day, 7-hour, 46-minute period from Friday, 29 April 2016 at 16:28 UTC to Monday, 09 January 2023 at 00:15 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 : 1864
Unique Edges : 5393
Edges With Duplicates : 27455
Total Edges : 32848
Number of Edge Types : 9
Retweet : 4077
MentionsInRetweet : 15776
MentionsInReplyTo : 6030
Mentions : 4556
Replies to : 399
MentionsInQuoteReply : 333
MentionsInQuote : 1512
Tweet : 65
Quote : 100
Self-Loops : 2651
Reciprocated Vertex Pair Ratio : 0.0566234367762853
Reciprocated Edge Ratio : 0.107178082191781
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1862
Maximum Edges in a Connected Component : 32843
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.963069
Graph Density : 0.00262768989054988
Modularity : 0.191155
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,864 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 19:04 UTC.
The tweets in the network were tweeted over the 2445-day, 7-hour, 46-minute period from Friday, 29 April 2016 at 16:28 UTC to Monday, 09 January 2023 at 00:15 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:
[429] #ai,#aiio [428] #bigdata,#ml [427] #aiio,#bigdata [426] #ml,#nlu [403] #nlu,#futureofwork [308] #futureofwork,topcybernews [294] topcybernews,spirosmargaris [260] social,promo [260] promo,edu [260] edu,tech Top Word Pairs in Tweet in G1:
[197] #ai,#artificialintelligence [164] #tech,#technology [162] cc,topcybernews [158] #digital,#tech [132] gigadgets_,#ai [124] #technology,#innovation [115] #mobile,projector [115] projector,gigadgets_ [115] #innovation,#smartphone [115] #smartphone,cc Top Word Pairs in Tweet in G2:
[222] #bigdata,#ml [222] #ai,#aiio [221] #aiio,#bigdata [221] #ml,#nlu [205] #nlu,#futureofwork [146] topcybernews,spirosmargaris [141] #futureofwork,topcybernews [139] globaliqx,pawlowskimario [139] eli_krumova,#happyfriday [137] glengilmore,kirkdborne Top Word Pairs in Tweet in G3:
[245] social,promo [245] edu,tech [245] promo,edu [235] #polishfrenchbretontech,#influencerpromotion [190] grazytgrazynatt,influencerprom1 [163] #influencerpromotion,#custserv [157] tech,#polishfrenchbretontech [116] heroldbarton,vipeurope5 [116] vipeurope5,pestochampion [116] pestochampion,srinualme Top Word Pairs in Tweet in G4:
[22] hana_elsayyed,khurramcyber [22] topcybernews,marigalloway [19] dahl_consult,hana_elsayyed [19] shi4tech,dahl_consult [19] marigalloway,shi4tech [17] khurramcyber,khulood_almani [16] khulood_almani,ragusosergio [15] ragusosergio,nutritiousmind [15] nutritiousmind,nishatriaz [15] nishatriaz,nevillegaunt Top Word Pairs in Tweet in G5:
[156] #ai,#aiio [156] #bigdata,#ml [156] #aiio,#bigdata [155] #ml,#nlu [154] #nlu,#futureofwork [131] #futureofwork,topcybernews [122] topcybernews,spirosmargaris [100] spirosmargaris,marshacollier [97] marshacollier,mhiesboeck [97] mikequindazzi,nealschaffer Top Word Pairs in Tweet in G6:
[23] topcybernews,kuriharan [19] kuriharan,evankirstel [17] evankirstel,spirosmargaris [15] spirosmargaris,yuhelenyu [14] cc,akwyz [10] akwyz,topcybernews [10] yuhelenyu,floriansemle [8] generated,#deepfake [8] european,business [8] #deepfake,faces Top Word Pairs in Tweet in G7:
[32] cellrepair777,erikbryn [28] tantriclens,cellrepair777 [23] human,brain [22] cloud,interface [22] brain,cloud [21] heinzvhoenen,#bci [20] interface,tantriclens [20] #bci,#braincloudinterface [20] #nanotechnology,human [20] #braincloudinterface,#nanotechnology Top Word Pairs in Tweet in G8:
[7] times,faster [7] #emergingtech,#iot [7] #cloudcomputing,cc [7] 1000,times [7] #5g,#innovation [7] wef,#emergingtech [7] faster,wef [7] graphene,make [7] make,computer [7] #iot,#5g Top Word Pairs in Tweet in G10:
[4] eli_krumova,mclynd [4] joaquinboston,connectaid_int [4] entreps_global,joaquinboston [4] wissummit,entreps_global [4] joefields_,wissummit [4] kokid951,kevingrant5 [4] williamstim,joefields_ [4] mclynd,kokid951 [4] kevingrant5,williamstim [4] connectaid_int,iiot 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: