The graph represents a network of 1,695 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, 28 November 2022 at 19:05 UTC.
The requested start date was Monday, 28 November 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 116-day, 16-hour, 9-minute period from Monday, 01 August 2022 at 01:51 UTC to Friday, 25 November 2022 at 18:01 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 : 1695
Unique Edges : 4652
Edges With Duplicates : 19420
Total Edges : 24072
Number of Edge Types : 5
Retweet : 3557
MentionsInRetweet : 13014
Mentions : 7154
Tweet : 137
Replies to : 210
Self-Loops : 938
Reciprocated Vertex Pair Ratio : 0.044456641053787
Reciprocated Edge Ratio : 0.0851287440882817
Connected Components : 25
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 1671
Maximum Edges in a Connected Component : 24068
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.990123
Graph Density : 0.00265103627935486
Modularity : 0.191875
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,695 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, 28 November 2022 at 19:05 UTC.
The requested start date was Monday, 28 November 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 116-day, 16-hour, 9-minute period from Monday, 01 August 2022 at 01:51 UTC to Friday, 25 November 2022 at 18:01 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:
[347] #ai,#aiio [346] #bigdata,#ml [345] #aiio,#bigdata [344] #ml,#nlu [316] #nlu,#futureofwork [297] topcybernews,spirosmargaris [266] #futureofwork,topcybernews [261] promo,edu [261] social,promo [261] edu,tech Top Word Pairs in Tweet in G1:
[121] #ai,#artificialintelligence [102] #iot,#5g [99] 1000,times [99] faster,wef [99] #emergingtech,#iot [99] #innovation,#cloudcomputing [99] times,faster [99] #5g,#innovation [99] make,computer [99] computer,1000 Top Word Pairs in Tweet in G2:
[154] kirkdborne,spirosmargaris [154] spirosmargaris,topcybernews [122] #happymonday,#newweek [120] eli_krumova,#happyfriday [118] avrohomg,kirkdborne [116] eli_krumova,#happymonday [100] globaliqx,pawlowskimario [99] topcybernews,tamaramccleary [98] hopefrank,tamaramccleary [98] margaretsiegien,glengilmore Top Word Pairs in Tweet in G3:
[118] #ai,#aiio [117] #bigdata,#ml [117] #aiio,#bigdata [117] #ml,#nlu [107] #nlu,#futureofwork [87] #futureofwork,topcybernews [63] #machinelearning,#iot [56] stratorob,#ai [53] #cybersecurity,cc [52] spirosmargaris,jimmarous Top Word Pairs in Tweet in G4:
[217] promo,edu [217] social,promo [217] edu,tech [189] #polishfrenchbretontech,#influencerpromotion [158] tech,#polishfrenchbretontech [141] grazytgrazynatt,influencerprom1 [139] #socialpromoedutech,academy [131] #socialpromoedutech,33641587231 [117] 33641587231,social [116] #influencerpromotion,#custserv Top Word Pairs in Tweet in G5:
[103] topcybernews,spirosmargaris [99] #bigdata,#ml [99] #ai,#aiio [99] #aiio,#bigdata [98] spirosmargaris,marshacollier [98] #ml,#nlu [96] #nlu,#futureofwork [95] mhcommunicate,fisher85m [95] fisher85m,mikequindazzi [87] #futureofwork,topcybernews Top Word Pairs in Tweet in G6:
[71] alvinfoo,topcybernews [71] topcybernews,chboursin [62] chboursin,robvank [54] pendulum,motion [54] zonephysics,#science [54] motion,zonephysics [54] #fridaythoughts,#ff [54] #ff,alvinfoo [54] #science,#fridaythoughts [54] frronconi,pendulum Top Word Pairs in Tweet in G7:
[37] cellrepair777,erikbryn [33] tantriclens,cellrepair777 [30] brain,cloud [28] #bci,#braincloudinterface [28] heinzvhoenen,#bci [28] #braincloudinterface,#nanotechnology [25] cloud,interface [25] human,brain [24] interface,tantriclens [24] #nanotechnology,human Top Word Pairs in Tweet in G8:
[4] #letscreate,#technologytalk [3] full,video [3] ibm,#letscreate [2] happy,share Top Word Pairs in Tweet in G9:
[3] istrategylabs,#smm [3] ipfconline1,definitive [3] media,' [3] time,social [3] definitive,answer [3] answer,best [3] social,media [3] #digitalmarketing,cc [3] cc,stephanenappo [3] flashtweet,chboursin Top Word Pairs in Tweet in G10:
[2] #fun,#roboter [2] psb_dc,neiraosci [2] neiraosci,danieldiemers [2] #roboter,#ai [2] #sunday,#fun [2] roboter,mashable [2] #ai,#robotics [2] #robotics,cute [2] topcybernews,psb_dc [2] mashable,topcybernews 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 G10:
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 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: