The graph represents a network of 2,890 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, 23 May 2022 at 18:08 UTC.
The requested start date was Monday, 23 May 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 110-day, 18-hour, 33-minute period from Tuesday, 01 February 2022 at 01:58 UTC to Sunday, 22 May 2022 at 20:31 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 : 2890
Unique Edges : 8128
Edges With Duplicates : 23227
Total Edges : 31355
Number of Edge Types : 5
Retweet : 5178
MentionsInRetweet : 14373
Mentions : 11149
Tweet : 304
Replies to : 351
Self-Loops : 397
Reciprocated Vertex Pair Ratio : 0.0470007169600892
Reciprocated Edge Ratio : 0.089781632808339
Connected Components : 33
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 2855
Maximum Edges in a Connected Component : 31346
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.001121
Graph Density : 0.00157416090863686
Modularity : 0.276101
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,890 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, 23 May 2022 at 18:08 UTC.
The requested start date was Monday, 23 May 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 110-day, 18-hour, 33-minute period from Tuesday, 01 February 2022 at 01:58 UTC to Sunday, 22 May 2022 at 20:31 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:
[528] #ai,#artificialintelligence [399] #mi,#robotics [332] #ai,#aiio [325] #bigdata,#ml [323] #aiio,#bigdata [304] #ml,#nlu [294] #nlu,#futureofwork [293] #artificialintelligence,#mi [269] #infosec,#ciso [262] #cybersecurity,#infosec Top Word Pairs in Tweet in G1:
[390] #ai,#artificialintelligence [272] #mi,#robotics [199] #artificialintelligence,#mi [197] #ar,#virtualreality [191] #vr,#ar [148] #artificialintelligence,#ml [141] #technology,#innovation [134] wef,#bigdata [116] cc,terenceleungsf [111] #emergingtech,#iot Top Word Pairs in Tweet in G2:
[163] ipfconline1,#cloudcomputing [142] #cybersecurity,cc [121] digitalogi,uniformatech [115] zdnet,steveranger [105] #cloudcomputing,won [105] won,still [105] still,know [105] know,means [104] means,zdnet [99] #ai,#artificialintelligence Top Word Pairs in Tweet in G3:
[269] #ai,#aiio [262] #bigdata,#ml [260] #aiio,#bigdata [243] #ml,#nlu [236] #nlu,#futureofwork [218] topcybernews,spirosmargaris [191] #futureofwork,topcybernews [163] spirosmargaris,marshacollier [133] mhcommunicate,fisher85m [133] fisher85m,mikequindazzi Top Word Pairs in Tweet in G4:
[76] jasonwalton1206,annabal21262002 [71] cevat3421,jasonwalton1206 [66] annabal21262002,sophiapapadop10 [56] mikimiyazaki13,lorenzorossi29 [55] sophiapapadop10,edward733 [53] lorenzorossi29,cevat3421 [41] edward733,mspadine [41] mspadine,mmuller2019 [35] rosatrunk,mikimiyazaki13 [24] ssscoop475,custer85 Top Word Pairs in Tweet in G5:
[112] #infosec,#ciso [107] #cybersecurity,#infosec [106] #ciso,#csuite [45] #cybersecurity,#ciso [28] #ciso,#infosec [14] #csuite,#infosec [13] #security,#cybersecurity [12] capitol,technology [12] technology,university [11] #megatrends,#ciso Top Word Pairs in Tweet in G6:
[10] yuhelenyu,miad [10] miad,roxanasoi [10] roxanasoi,hessiejones [10] hessiejones,psb_dc [10] psb_dc,kanezadiane [10] kanezadiane,rosycoaching [10] rosycoaching,juliebhunt [10] juliebhunt,maria_axente [6] lovegoldenheart,yuhelenyu [6] maria_axente,debraruh Top Word Pairs in Tweet in G7:
[14] grazytgrazynatt,influencerprom1 [14] influencerprom1,itakethelead [14] itakethelead,365surmarius [14] 365surmarius,themrblueprint [14] themrblueprint,mrkmrkmoh [14] mrkmrkmoh,mariussou [14] mariussou,kiyotaka_1991 [14] #yourpromoedutecheacademy,#influencerpromotion [14] #socialpromoedutech,#yourpromoedutecheacademy [13] promoedutech,grazytgrazynatt Top Word Pairs in Tweet in G9:
[2] stimmo,brexitbin [2] brexitbin,pritipatel [2] pritipatel,seem [2] seem,unattended [2] unattended,luggage [2] luggage,perhaps [2] perhaps,nobody's [2] nobody's,around [2] topcybernews,hermsenkai [2] aghiathchbib,dinisguarda Top Word Pairs in Tweet in G10:
[5] cynthiapoet,mommamia1217 [5] mommamia1217,ecowarriorss [5] ecowarriorss,ipbes [5] ipbes,leadtoday [5] leadtoday,aurorablogspot [5] aurorablogspot,youpic [5] youpic,drkent [5] drkent,kaohua3 [4] ptrebaul,fischerdata [4] fischerdata,cynthiapoet 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 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 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: