The graph represents a network of 1,799 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 19:04 UTC.
The tweets in the network were tweeted over the 2452-day, 6-hour, 1-minute period from Friday, 29 April 2016 at 16:28 UTC to Sunday, 15 January 2023 at 22:30 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 : 1799
Unique Edges : 5221
Edges With Duplicates : 27973
Total Edges : 33194
Number of Edge Types : 9
Retweet : 4084
MentionsInRetweet : 16117
Mentions : 4478
MentionsInReplyTo : 6099
Tweet : 63
Quote : 101
MentionsInQuoteReply : 309
Replies to : 402
MentionsInQuote : 1541
Self-Loops : 2809
Reciprocated Vertex Pair Ratio : 0.0570170217831211
Reciprocated Edge Ratio : 0.107882882882883
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1797
Maximum Edges in a Connected Component : 33189
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.948294
Graph Density : 0.00274531457038609
Modularity : 0.179593
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,799 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 19:04 UTC.
The tweets in the network were tweeted over the 2452-day, 6-hour, 1-minute period from Friday, 29 April 2016 at 16:28 UTC to Sunday, 15 January 2023 at 22:30 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:
[425] #ai,#aiio [424] #bigdata,#ml [423] #aiio,#bigdata [422] #ml,#nlu [399] #nlu,#futureofwork [310] #futureofwork,topcybernews [302] topcybernews,spirosmargaris [264] promo,edu [264] social,promo [264] edu,tech Top Word Pairs in Tweet in G1:
[197] #ai,#artificialintelligence [156] #tech,#technology [151] cc,topcybernews [147] #digital,#tech [130] gigadgets_,#ai [116] #technology,#innovation [106] projector,gigadgets_ [106] #innovation,#smartphone [106] #smartphone,cc [106] gigadgets_,#digital Top Word Pairs in Tweet in G2:
[254] #ai,#aiio [253] #aiio,#bigdata [253] #ml,#nlu [253] #bigdata,#ml [237] #nlu,#futureofwork [175] #futureofwork,topcybernews [148] topcybernews,spirosmargaris [92] #machinelearning,#iot [77] #fintech,#veuu [76] #cybersecurity,cc Top Word Pairs in Tweet in G3:
[249] promo,edu [249] social,promo [249] edu,tech [214] #polishfrenchbretontech,#influencerpromotion [181] grazytgrazynatt,influencerprom1 [158] #ai,#aiio [157] #bigdata,#ml [157] tech,#polishfrenchbretontech [157] #aiio,#bigdata [156] #ml,#nlu Top Word Pairs in Tweet in G4:
[139] globaliqx,pawlowskimario [131] eli_krumova,#happyfriday [120] glengilmore,kirkdborne [119] eli_krumova,#happymonday [109] spirosmargaris,topcybernews [109] kirkdborne,spirosmargaris [109] tamaramccleary,avrohomg [97] avrohomg,kirkdborne [86] margaretsiegien,glengilmore [86] #top100,global Top Word Pairs in Tweet in G5:
[19] topcybernews,kuriharan [15] kuriharan,evankirstel [14] evankirstel,spirosmargaris [13] spirosmargaris,yuhelenyu [10] yuhelenyu,floriansemle [7] cc,topcybernews [7] #nfts,#metaverse [6] akwyz,topcybernews [5] powerful,tool [5] citiesabc_,#booksabc Top Word Pairs in Tweet in G6:
[3] times,faster [3] #emergingtech,#iot [3] #cloudcomputing,cc [3] 1000,times [3] #5g,#innovation [3] wef,#emergingtech [3] faster,wef [3] graphene,make [3] make,computer [3] #iot,#5g Top Word Pairs in Tweet in G8:
[2] wef,cc [2] lt,louann [2] #meaningful,#life [2] #sexual,differentiation [2] differentiation,begins [2] #life,#health [2] louann,brizendine [2] #brain,unisex [2] unisex,#sexual [2] long,#happy Top Word Pairs in Tweet in G9:
[3] users,put [3] 93,satisfaction [3] likeliness,recommend [3] place,likeliness [3] recommend,93 [3] satisfaction,rate [3] mdrm,users [3] first,place [3] put,first [3] excited,mdrm 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 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: