The graph represents a network of 2,699 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, 10 May 2021 at 17:24 UTC.
The requested start date was Monday, 10 May 2021 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 69-day, 20-hour, 36-minute period from Monday, 01 March 2021 at 01:03 UTC to Sunday, 09 May 2021 at 21:40 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 : 2699
Unique Edges : 8709
Edges With Duplicates : 30408
Total Edges : 39117
Number of Edge Types : 5
Retweet : 5318
MentionsInRetweet : 17764
Mentions : 15149
Tweet : 341
Replies to : 545
Self-Loops : 455
Reciprocated Vertex Pair Ratio : 0.0712597579316766
Reciprocated Edge Ratio : 0.133039176360476
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 2684
Maximum Edges in a Connected Component : 39103
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.016447
Graph Density : 0.00205413365903578
Modularity : 0.246052
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,699 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, 10 May 2021 at 17:24 UTC.
The requested start date was Monday, 10 May 2021 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 69-day, 20-hour, 36-minute period from Monday, 01 March 2021 at 01:03 UTC to Sunday, 09 May 2021 at 21:40 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:
[720] missing,piece [720] piece,#quantumcomputing [720] #quantumcomputing,#iot [720] #iot,drchloesharp [720] drchloesharp,disruptionhub [720] disruptionhub,#cybersecurity [718] ipfconline1,missing [332] #ai,#artificialintelligence [324] #aiio,#bigdata [319] #bigdata,#ml Top Word Pairs in Tweet in G1:
[181] topcybernews,dahl_consult [161] eli_krumova,topcybernews [139] dahl_consult,alcgroup [124] michelleragusa,eli_krumova [123] alcgroup,tylercohenwood [105] tylercohenwood,shannonrhulbert [103] debraruh,topcybernews [101] tamaramccleary,debraruh [100] marshacollier,tamaramccleary [96] shannonrhulbert,guzmand Top Word Pairs in Tweet in G2:
[211] #ai,#artificialintelligence [208] #deeplearning,app [208] app,detecting [208] detecting,garbage [208] garbage,images [208] images,huawei [208] huawei,#ai [208] #artificialintelligence,#clustering [203] #clustering,cc [191] ronald_vanloon,#deeplearning Top Word Pairs in Tweet in G3:
[658] missing,piece [658] piece,#quantumcomputing [658] #quantumcomputing,#iot [658] #iot,drchloesharp [658] drchloesharp,disruptionhub [658] disruptionhub,#cybersecurity [656] ipfconline1,missing [272] #aiio,#bigdata [269] #bigdata,#ml [258] #ai,#aiio Top Word Pairs in Tweet in G4:
[24] wef,mikequindazzi [22] hybrid,cloud [19] top,15 [19] 15,#futureofwork [19] #futureofwork,#influencers [19] #influencers,kcore_analytics [18] kcore_analytics,wef [13] ibm,storage [13] ronald_vanloon,evankirstel [12] topcybernews,jblefevre60 Top Word Pairs in Tweet in G5:
[83] yaidunohannji,drkristieleong [83] drkristieleong,redsand2 [83] redsand2,topcybernews [83] marshacollier,er509939 [83] er509939,paoloigna1 [78] topcybernews,marshacollier [53] cynthia_lardner,yaidunohannji [49] mspadine,mmuller2019 [48] enzodeluca19881,annabal21262002 [48] annabal21262002,fannynonoy Top Word Pairs in Tweet in G6:
[21] andi_staub,top [16] evolution,learning [16] learning,key [16] key,better [16] better,#artificialintelligence [16] #artificialintelligence,#robots [16] #robots,#computerscience [16] #computerscience,#fintech [16] #fintech,haroldsinnott [15] andi_staub,evolution Top Word Pairs in Tweet in G7:
[24] chief_ventures,orgnet [24] orgnet,dhinchcliffe [24] dhinchcliffe,amypearlman [24] amypearlman,s_df [24] pci_initiative,aubreyut [21] aubreyut,biiidutton [16] s_df,pci_initiative [16] jicox,chief_ventures [10] paul_kandavalli,jicox [8] biiidutton,kdelano001 Top Word Pairs in Tweet in G8:
[18] ally,year [17] year,awards [15] dan,goldberg [14] announce,winners [13] excited,announce [13] winners,2021 [13] 2021,ally [13] awards,congratulations [13] congratulations,captechu [13] captechu,dan Top Word Pairs in Tweet in G9:
[5] attacking,smart [5] smart,factories [5] factories,future [5] future,attacks [5] attacks,prevented [5] prevented,learn [5] learn,protect [5] protect,systems [5] systems,levels [3] cybersecurity,gaps 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:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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: