The graph represents a network of 1,431 Twitter users whose recent tweets contained "#cdo", 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 Friday, 14 June 2019 at 13:53 UTC.
The tweets in the network were tweeted over the 9-day, 17-hour, 1-minute period from Tuesday, 04 June 2019 at 20:30 UTC to Friday, 14 June 2019 at 13:32 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 : 1431
Unique Edges : 3729
Edges With Duplicates : 2986
Total Edges : 6715
Number of Edge Types : 4
Retweet : 1341
Tweet : 946
Replies to : 45
Mentions : 4383
Self-Loops : 1066
Reciprocated Vertex Pair Ratio : 0.0243960208432023
Reciprocated Edge Ratio : 0.0476300578034682
Connected Components : 223
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 930
Maximum Edges in a Connected Component : 5630
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.955255
Graph Density : 0.00211353984938891
Modularity : 0.506588
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[787] #cio,#cdo [395] chief,data [380] data,officer [342] #cio,#cto [273] #cto,#cdo [256] #datagovernance,#cio [229] #cdo,#ceo [205] #ml,#ai [202] #cdo,chief [202] officer,established Top Word Pairs in Tweet in G1:
[226] chief,data [226] data,officer [204] #ml,#ai [202] #cdo,chief [202] officer,established [202] established,role [202] role,within [202] within,business [202] business,ronald_vanloon [202] ronald_vanloon,partnership Top Word Pairs in Tweet in G2:
[308] #cio,#cto [259] #cto,#cdo [222] #cdo,#ceo [198] #leadership,#management [174] https,t [174] t,co [160] #cdo,#ciso [157] #digitaltransformation,#transformation [150] #management,#business [132] #business,#leaders Top Word Pairs in Tweet in G3:
[226] #cio,#cdo [132] #ceo,#cio [52] rwang0,constellationr [48] #ai,driven [46] available,demand [46] demand,rwang0 [46] constellationr,leads [46] leads,info [46] info,packed [46] packed,#mstrwebcast Top Word Pairs in Tweet in G4:
[13] chief,data [12] data,officer [11] #cdo,#bigdata [11] #cdo,nkt [10] dreaming,being [10] being,#datadriven [10] #datadriven,case [10] #bigdata,#analytics [9] t,shirt [8] chief,digital Top Word Pairs in Tweet in G5:
[22] après,où [22] où,sont [22] sont,les [22] les,retailers [22] retailers,avec [22] avec,#rgpd [22] #rgpd,retrouvez [22] retrouvez,l [22] l,itw [22] itw,jhmaurice Top Word Pairs in Tweet in G6:
[25] #cdo,#gartnerda [23] #gartnerda,#data [22] survey,finds [22] right,things [21] gartner,survey [21] prioritizing,right [21] things,higher [21] higher,strategic [21] strategic,focus [21] focus,required Top Word Pairs in Tweet in G7:
[29] t,shirt [22] cisco,defense [22] defense,orchestrator [22] security,policies [21] 30,day [19] orchestrator,#cdo [18] cisco,firewall [18] firewall,customers [18] customers,#clus [18] #clus,make Top Word Pairs in Tweet in G8:
[19] #leadership,#innovation [19] #innovation,#digitalselling [18] passle,timothy_hughes [18] timothy_hughes,digitalleadersa [17] digitalleadersa,#socialselling [16] #changemanagement,#socialceo [15] #socialselling,#leadership [15] #digitalselling,#strategy [15] #strategy,#changemanagement [15] #disruption,#cdo Top Word Pairs in Tweet in G9:
[28] #cdo,#ciso [28] #ciso,#cio [17] #datasecurity,#dataprotection [17] #dataprotection,#infosec [14] #infosec,#business [10] #business,#devops [8] #security,#datasecurity [7] #cio,#security [6] #compliance,#datasecurity [6] #devops,#cdo Top Word Pairs in Tweet in G10:
[7] #mma,#entrepreneurs [7] #santé,#dirigeants [5] #entrepreneurs,#tpe [5] #transfonum,#socialmedia [5] #leadership,#startups [5] #startups,#santé [4] #habitation,#assurances [3] 10,comptes [3] comptes,d [3] d,entrepreneurs 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 G5:
Top Replied-To in G6:
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:
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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: