The graph represents a network of 1,803 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, 15 August 2022 at 18:04 UTC.
The requested start date was Monday, 15 August 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 105-day, 10-hour, 33-minute period from Sunday, 01 May 2022 at 09:49 UTC to Sunday, 14 August 2022 at 20:22 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 : 1803
Unique Edges : 4545
Edges With Duplicates : 13606
Total Edges : 18151
Number of Edge Types : 5
MentionsInRetweet : 8768
Mentions : 5820
Retweet : 3152
Tweet : 269
Replies to : 142
Self-Loops : 372
Reciprocated Vertex Pair Ratio : 0.0402428692459757
Reciprocated Edge Ratio : 0.077372064612461
Connected Components : 22
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 1780
Maximum Edges in a Connected Component : 18139
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.091607
Graph Density : 0.00226746272552282
Modularity : 0.24565
NodeXL Version : 1.0.1.503
Data Import : The graph represents a network of 1,803 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, 15 August 2022 at 18:04 UTC.
The requested start date was Monday, 15 August 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 105-day, 10-hour, 33-minute period from Sunday, 01 May 2022 at 09:49 UTC to Sunday, 14 August 2022 at 20:22 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:
[310] #aiio,#bigdata [310] #bigdata,#ml [302] #ai,#aiio [299] #ml,#nlu [270] #nlu,#futureofwork [230] topcybernews,spirosmargaris [228] #ciso,#csuite [216] uniformatech,topcybernews [191] #cybersecurity,#infosec [190] #futureofwork,topcybernews Top Word Pairs in Tweet in G1:
[202] #ciso,#csuite [192] uniformatech,topcybernews [169] #cybersecurity,#infosec [152] topcybernews,edgeiotai [144] #infosec,#ciso [114] cyberdigitaltec,audreydesisto [110] stratorob,#cybersecurity [96] audreydesisto,topcybernews [84] #cybersecurity,#ciso [71] digitalogi,uniformatech Top Word Pairs in Tweet in G2:
[152] news,story [54] #ai,#aiio [54] #aiio,#bigdata [54] #bigdata,#ml [53] #ml,#nlu [49] #nlu,#futureofwork [38] alvinfoo,topcybernews [33] topcybernews,chboursin [32] ipfconline1,#cloudcomputing [32] #cloudcomputing,everything Top Word Pairs in Tweet in G3:
[191] topcybernews,spirosmargaris [188] #aiio,#bigdata [188] #bigdata,#ml [181] #ai,#aiio [179] #ml,#nlu [160] #nlu,#futureofwork [156] spirosmargaris,marshacollier [150] mhcommunicate,fisher85m [150] fisher85m,mikequindazzi [125] mhiesboeck,mhcommunicate Top Word Pairs in Tweet in G4:
[35] topcybernews,marigalloway [29] khurramcyber,khulood_almani [25] marigalloway,shi4tech [25] shi4tech,dahl_consult [25] dahl_consult,hana_elsayyed [25] hana_elsayyed,khurramcyber [22] khulood_almani,ragusosergio [18] victoryabro,topcybernews [17] #ai,#aiio [17] #aiio,#bigdata Top Word Pairs in Tweet in G5:
[115] #socialpromoedutech,#yourpromoedutecheacademy [76] #yourpromoedutecheacademy,#influencerpromotion [70] #promoedutech,#influencerpromotion [67] #yourpromoedutecheacademy,#promoedutech [46] #influencerpromotion,#cybersecurity [37] grazytgrazynatt,#socialpromoedutech [35] #influencerpromotion,#b2b [34] #socialpromoedutech,academy [30] itakethelead,365surmarius [30] 365surmarius,themrblueprint Top Word Pairs in Tweet in G6:
[50] #digital,#tech [29] #robotic,guidewire [29] guidewire,help [29] help,clear [29] clear,blood [29] blood,clots [29] clots,brain [29] brain,digitalmeddoc [29] digitalmeddoc,#digital [29] #tech,#innovation Top Word Pairs in Tweet in G7:
[5] nevillegaunt,chrisj_pollard [5] chrisj_pollard,harassnomore [5] harassnomore,legacy17org [5] legacy17org,tmanspeaks [5] tmanspeaks,garyhgoodridge [5] garyhgoodridge,topcybernews [4] topcybernews,wallyâ [3] lovegoldenheart,nevillegaunt [2] amandaray02,lovegoldenheart [2] lovegoldenheart,amandaray02 Top Word Pairs in Tweet in G8:
[4] patgrant7777,redsand2 [4] redsand2,beatricelacy [4] beatricelacy,mirtaimperatori [4] mirtaimperatori,rosatrunk [4] rosatrunk,blue_angel0126 [4] blue_angel0126,cftc10 [4] cftc10,kevinto95845970 [4] kevinto95845970,babygo2014 [2] tom__coleman,patgrant7777 [2] babygo2014,jehanzeb0899 Top Word Pairs in Tweet in G9:
[32] cellrepair777,erikbryn [29] brain,cloud [28] heinzvhoenen,#bci [28] #bci,#braincloudinterface [28] #braincloudinterface,#nanotechnology [28] tantriclens,cellrepair777 [24] human,brain [23] cloud,interface [22] #nanotechnology,human [22] interface,tantriclens Top Word Pairs in Tweet in G10:
[2] #socialpromoedutech,#yourpromoedutecheacademy [2] #yourpromoedutecheacademy,#promoedutech [2] #promoedutech,#influencerpromotion [2] #influencerpromotion,#cybersecurity [2] #cybersecurity,#influencermarketing [2] #influencermarketing,#fintech [2] #fintech,#custserv [2] #megatrends,#bitcoin [2] #bitcoin,#investors [2] #investors,#ciso 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 G9:
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 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: