The graph represents a network of 1,800 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, 05 December 2022 at 19:05 UTC.
The requested start date was Monday, 05 December 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 125-day, 21-hour, 41-minute period from Monday, 01 August 2022 at 01:51 UTC to Sunday, 04 December 2022 at 23:33 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 : 1800
Unique Edges : 4886
Edges With Duplicates : 22637
Total Edges : 27523
Number of Edge Types : 5
MentionsInRetweet : 15306
Retweet : 4042
Mentions : 7806
Replies to : 226
Tweet : 143
Self-Loops : 1169
Reciprocated Vertex Pair Ratio : 0.0444901633020445
Reciprocated Edge Ratio : 0.085190200664779
Connected Components : 25
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 1776
Maximum Edges in a Connected Component : 27519
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.987671
Graph Density : 0.0025084923723056
Modularity : 0.184796
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,800 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, 05 December 2022 at 19:05 UTC.
The requested start date was Monday, 05 December 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 125-day, 21-hour, 41-minute period from Monday, 01 August 2022 at 01:51 UTC to Sunday, 04 December 2022 at 23:33 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:
[383] #ai,#aiio [382] #bigdata,#ml [381] #aiio,#bigdata [380] #ml,#nlu [352] #nlu,#futureofwork [320] topcybernews,spirosmargaris [277] #futureofwork,topcybernews [261] promo,edu [261] social,promo [261] edu,tech Top Word Pairs in Tweet in G1:
[126] #ai,#artificialintelligence [103] #iot,#5g [98] graphene,make [98] #cloudcomputing,cc [98] times,faster [98] wef,#emergingtech [98] #innovation,#cloudcomputing [98] faster,wef [98] computer,1000 [98] make,computer Top Word Pairs in Tweet in G2:
[174] kirkdborne,spirosmargaris [173] spirosmargaris,topcybernews [172] topcybernews,spirosmargaris [170] #bigdata,#ml [170] #ai,#aiio [169] #aiio,#bigdata [169] #ml,#nlu [154] eli_krumova,#happymonday [151] #nlu,#futureofwork [146] eli_krumova,#happyfriday Top Word Pairs in Tweet in G3:
[201] social,promo [201] edu,tech [201] promo,edu [179] #polishfrenchbretontech,#influencerpromotion [155] grazytgrazynatt,influencerprom1 [148] tech,#polishfrenchbretontech [134] #socialpromoedutech,academy [126] #socialpromoedutech,33641587231 [110] 33641587231,social [110] #influencerpromotion,#custserv Top Word Pairs in Tweet in G4:
[74] #machinelearning,#iot [57] #cybersecurity,cc [56] digital,twins [54] #iot,cc [52] #ai,digital [52] frontier,#ai [52] iob_news,#machinelearning [52] next,frontier [52] twins,#smartcities [52] #smartcities,iob_news Top Word Pairs in Tweet in G5:
[74] alvinfoo,topcybernews [73] topcybernews,chboursin [64] chboursin,robvank [56] zonephysics,#science [56] pendulum,motion [56] motion,zonephysics [56] #science,#fridaythoughts [56] #fridaythoughts,#ff [56] frronconi,pendulum [56] #ff,alvinfoo Top Word Pairs in Tweet in G6:
[33] cellrepair777,erikbryn [29] tantriclens,cellrepair777 [26] brain,cloud [25] heinzvhoenen,#bci [24] #braincloudinterface,#nanotechnology [24] #bci,#braincloudinterface [23] cloud,interface [23] human,brain [22] #nanotechnology,human [22] interface,tantriclens Top Word Pairs in Tweet in G7:
[104] topcybernews,spirosmargaris [97] #bigdata,#ml [97] spirosmargaris,marshacollier [97] #ai,#aiio [97] #aiio,#bigdata [96] #ml,#nlu [94] #nlu,#futureofwork [91] mhcommunicate,fisher85m [91] fisher85m,mikequindazzi [83] #futureofwork,topcybernews Top Word Pairs in Tweet in G8:
[4] #letscreate,#technologytalk [3] full,video [3] ibm,#letscreate [2] colleague,sheri [2] sheri,hinish [2] inclusion,esteemed [2] happy,share [2] supplychnqueen,shared [2] equality,inclusion [2] hinish,supplychnqueen Top Word Pairs in Tweet in G9:
[31] stratorob,#ai [29] hermsenkai,nataliaoropezag [23] rise,chatbot [23] #ai,rise [23] chatbot,powering [23] present,hermsenkai [23] powering,futuristic [23] futuristic,present [21] nataliaoropezag,insur [12] topcybernews,corix_jc Top Word Pairs in Tweet in G10:
[55] topcybernews,marigalloway [43] khurramcyber,khulood_almani [42] marigalloway,shi4tech [42] shi4tech,dahl_consult [40] dahl_consult,hana_elsayyed [40] hana_elsayyed,khurramcyber [32] khulood_almani,ragusosergio [26] victoryabro,topcybernews [24] nevillegaunt,robmay70 [24] nishatriaz,nevillegaunt 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 G8:
Top Replied-To in G9:
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 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: