The graph represents a network of 2,114 Twitter users whose recent tweets contained "#CTO", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 22 August 2019 at 08:44 UTC.
The tweets in the network were tweeted over the 9-day, 7-hour, 26-minute period from Tuesday, 13 August 2019 at 00:50 UTC to Thursday, 22 August 2019 at 08:16 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 : 2114
Unique Edges : 6288
Edges With Duplicates : 4666
Total Edges : 10954
Self-Loops : 1304
Reciprocated Vertex Pair Ratio : 0.0262432941858779
Reciprocated Edge Ratio : 0.051144391070924
Connected Components : 313
Single-Vertex Connected Components : 163
Maximum Vertices in a Connected Component : 1326
Maximum Edges in a Connected Component : 9660
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.925302
Graph Density : 0.00158455047614869
Modularity : 0.477921
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1271] #cio,#cto [1042] artificial,intelligence [575] #ai,#artificialintelligence [476] #artificialintelligence,#cto [314] t,co [312] https,t [297] #leadership,#management [277] #cto,#cdo [268] #ciso,#cio [245] t,h Top Word Pairs in Tweet in G1:
[218] t,h [218] h,#cto [168] #cto,#ibmsystems [118] #techtrends,#megatrends [110] #ibmsystems,#europe [109] #cto,#ibm [105] mvollmer1,tomraftery [105] topcybernews,evankirstel [100] #ibmtechu,#prague [99] thomas_harrer,#cto Top Word Pairs in Tweet in G2:
[876] #cio,#cto [295] #leadership,#management [255] #ciso,#cio [204] #cto,#cdo [194] #cybersecurity,#security [177] #security,#infosec [170] #cdo,#ceo [168] gt,gt [131] #digitaltransformation,#transformation [115] #ai,#artificialintelligence Top Word Pairs in Tweet in G3:
[51] #cio,#cto [16] #cto,#cio [12] #ceo,#cfo [12] #cfo,#coo [11] #ceo,#cto [11] 動画コンサルティングのkm7production,代表の村田圭輔と申します [11] #株式会社,#有限会社 [11] #有限会社,#合同会社 [11] #合同会社,#ceo [11] #coo,#cio Top Word Pairs in Tweet in G4:
[162] https,t [162] t,co [85] #cio,#cto [65] #cto,#ciso [65] #cto,#cdo [58] #ml,#machinelearning [58] #machinelearning,#dl [54] #ai,#ml [50] #ciso,#ai [46] #cdo,#cio Top Word Pairs in Tweet in G5:
[23] #radialfirst,#tavr [23] shockwaveivl,#radialfirst [22] #cardiotwitter,#interventionalcardiology [21] #interventionalcardiology,#cto [19] #cto,#pci [18] #cto,#waroncalcium [16] microcirculation,#as [16] #as,site [16] site,variation [16] variation,use Top Word Pairs in Tweet in G6:
[894] artificial,intelligence [432] #ai,#artificialintelligence [432] #artificialintelligence,#cto [126] global,ai [126] ai,hub [103] #cto,#dl [77] independent,global [77] hub,#cognitiveambassador [68] intelligence,ai [55] #dl,#ml Top Word Pairs in Tweet in G7:
[4] #ai,#ml [4] #ceo,#cto [2] semicvet50,vladimerantonov [2] vladimerantonov,montynishimura [2] montynishimura,brindusab1 [2] brindusab1,hakflak [2] hakflak,bperrionni [2] bperrionni,ritacobix [2] ritacobix,koksalakn [2] koksalakn,amparofashion Top Word Pairs in Tweet in G8:
[70] #cio,#cto [18] 45,hr [18] 90,hr [18] #fun,#learning [18] #learning,#tableau [18] #tableau,#dataviz [18] #dataviz,#training [18] #training,#analysis [18] #analysis,#tableauconsulting [18] #tableauconsulting,#tableautraining Top Word Pairs in Tweet in G9:
[9] #cio,#cto [7] cybersecurity,3 [7] 3,ways [7] ways,cxos [7] cxos,guard [7] guard,against [7] against,insider [7] insider,#threats [7] #threats,shirastweet [7] shirastweet,chuckdbrooks Top Word Pairs in Tweet in G10:
[14] t,h [14] h,#cto [13] #europe,#ibm [13] #ibm,#ibmtechu [12] #architectingthefuture,#megatrends [12] #megatrends,#techtrends [12] #cto,#ibmsystems [12] #ibmsystems,#europe [11] #techtrends,#emergingtechnologies [11] #emergingtechnologies,#sustainability Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: