The graph represents a network of 1,740 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 19:04 UTC.
The tweets in the network were tweeted over the 2480-day, 4-hour, 36-minute period from Friday, 29 April 2016 at 16:28 UTC to Sunday, 12 February 2023 at 21:04 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 : 1740
Unique Edges : 5053
Edges With Duplicates : 29349
Total Edges : 34402
Number of Edge Types : 9
Retweet : 4126
MentionsInRetweet : 17213
Mentions : 4352
MentionsInReplyTo : 6060
MentionsInQuoteReply : 342
Quote : 107
Tweet : 47
Replies to : 393
MentionsInQuote : 1762
Self-Loops : 3213
Reciprocated Vertex Pair Ratio : 0.0562302647558902
Reciprocated Edge Ratio : 0.106473496608026
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1738
Maximum Edges in a Connected Component : 34398
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.918133
Graph Density : 0.00287422418750372
Modularity : 0.171598
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,740 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 19:04 UTC.
The tweets in the network were tweeted over the 2480-day, 4-hour, 36-minute period from Friday, 29 April 2016 at 16:28 UTC to Sunday, 12 February 2023 at 21:04 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:
[459] #ai,#aiio [457] #bigdata,#ml [457] #aiio,#bigdata [456] #ml,#nlu [440] #nlu,#futureofwork [340] #futureofwork,topcybernews [306] topcybernews,spirosmargaris [260] #ai,#artificialintelligence [234] eli_krumova,#happyfriday [227] cc,topcybernews Top Word Pairs in Tweet in G1:
[284] #ai,#aiio [283] #ml,#nlu [283] #bigdata,#ml [283] #aiio,#bigdata [272] #nlu,#futureofwork [234] eli_krumova,#happyfriday [217] eli_krumova,#happymonday [191] #futureofwork,topcybernews [165] topcybernews,spirosmargaris [150] glengilmore,kirkdborne Top Word Pairs in Tweet in G2:
[212] #ai,#artificialintelligence [166] cc,topcybernews [145] #ai,#aiio [145] #bigdata,#ml [145] #aiio,#bigdata [144] #ml,#nlu [142] #nlu,#futureofwork [140] #tech,#technology [134] gigadgets_,#ai [133] #digital,#tech Top Word Pairs in Tweet in G3:
[186] grazytgrazynatt,influencerprom1 [170] social,promo [170] edu,tech [170] promo,edu [163] #polishfrenchbretontech,#influencerpromotion [131] #influencerpromotion,#custserv [112] heroldbarton,vipeurope5 [112] vipeurope5,pestochampion [112] pestochampion,srinualme [112] peterleah18,heroldbarton Top Word Pairs in Tweet in G4:
[47] lyakovet,enricomolinari [47] enricomolinari,ronald_vanloon [43] cellrepair777,erikbryn [39] please,see [39] tantriclens,cellrepair777 [39] ronald_vanloon,khulood_almani [39] eli_krumova,please [27] brain,cloud [27] cloud,interface [27] human,brain Top Word Pairs in Tweet in G5:
[26] topcybernews,kuriharan [20] kuriharan,evankirstel [16] evankirstel,spirosmargaris [16] akwyz,topcybernews [16] marcearth,akwyz [12] spirosmargaris,yuhelenyu [8] antgrasso,marcearth [8] yuhelenyu,floriansemle [8] ronald_vanloon,antgrasso [8] cc,topcybernews Top Word Pairs in Tweet in G6:
[2] yuhelenyu,wswmuc [2] enricomolinari,fklivestolearn [2] #businesss,#strategy [2] paula_piccard,topcybernews [2] ursbolt,paula_piccard [2] mistakes,asokan_telecom [2] check,top [2] #infographic,jgrobicki [2] topcybernews,sebasincha [2] #startup,mistakes Top Word Pairs in Tweet in G7:
[11] symphony,synchronized [11] doodlechaos,#stayhome [11] synchronized,animation [11] frronconi,great [11] #stayhome,# [11] #beethoven's,5th [11] great,masterpiece [11] masterpiece,#beethoven's [11] animation,doodlechaos [11] 5th,symphony Top Word Pairs in Tweet in G8:
[2] #japanese,concept [2] #sexual,differentiation [2] #health,wef [2] begins,gt [2] secret,long [2] differentiation,begins [2] #happy,#meaningful [2] #life,#health [2] long,#happy [2] concept,secret Top Word Pairs in Tweet in G9:
[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 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: