The graph represents a network of 1,164 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 Tuesday, 02 July 2019 at 20:05 UTC.
The tweets in the network were tweeted over the 9-day, 14-hour, 20-minute period from Sunday, 23 June 2019 at 05:36 UTC to Tuesday, 02 July 2019 at 19:56 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 : 1164
Unique Edges : 1609
Edges With Duplicates : 1986
Total Edges : 3595
Self-Loops : 1024
Reciprocated Vertex Pair Ratio : 0.0430622009569378
Reciprocated Edge Ratio : 0.0825688073394495
Connected Components : 191
Single-Vertex Connected Components : 106
Maximum Vertices in a Connected Component : 696
Maximum Edges in a Connected Component : 2928
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.614281
Graph Density : 0.00128829044448975
Modularity : 0.441001
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[766] #cio,#cdo [300] #datagovernance,#cio [202] chief,data [151] data,officer [151] data,vault [140] #cio,#cto [124] data,governance [107] digital,transformation [103] #cfo,#cio [99] https,t Top Word Pairs in Tweet in G1:
[151] data,vault [125] chief,data [108] #cio,#cdo [101] data,officer [99] read,#casestudy [99] #casestudy,here [99] here,#datasteward [99] #ceo,#cfo [99] #cfo,#cio [89] vault,helped Top Word Pairs in Tweet in G2:
[72] #leadership,#management [65] #cdo,#ceo [63] #digital,transformation [57] #cio,#cto [55] digital,transformation [49] gt,forbes [48] #digitaltransformation,#transformation [45] #management,#business [44] gt,gt [39] #digital,#innovation Top Word Pairs in Tweet in G3:
[15] #cio,#cdo [14] https,t [14] t,co [11] #cio,#cto [10] #cmo,#cdo [9] #cdo,nkt [8] #cdo,#cmo [7] dreaming,being [7] being,#datadriven [7] #datadriven,case Top Word Pairs in Tweet in G4:
[32] #cio,#cdo [19] digitally,maturing [19] maturing,companies [19] companies,innovate [19] innovate,far [19] far,higher [19] higher,rates [19] rates,less [19] less,mature [19] mature,counterparts Top Word Pairs in Tweet in G5:
[76] https,t [62] t,co [38] #cio,#cto [32] dvellante,thecube [30] thecube,#ibmcdo19 [29] #ai,#healthcare [28] #ibmcdo19,#thecube [25] #cto,#cdo [23] aneeshnair,#ai [23] chief,data Top Word Pairs in Tweet in G6:
[62] #cdo,#ciso [56] #ciso,#cio [46] #datasecurity,#dataprotection [41] #cio,#security [37] #infosec,#business [36] #dataprotection,#infosec [35] #security,#datasecurity [17] #cio,#cto [14] #business,#devops [12] #cio,#cdo Top Word Pairs in Tweet in G7:
[210] #cio,#cdo [72] #ceo,#cio [52] #cmo,#ceo [36] #cdo,#cmo [34] #digitaltransformation,#cio [33] constellationr,#digitaltransformation [30] big,idea [30] check,out [25] idea,#ai [25] #ai,changes Top Word Pairs in Tweet in G8:
[42] passle,timothy_hughes [26] timothy_hughes,dlaignite [25] dlaignite,#socialselling [23] #leadership,#innovation [17] digital,transformation [16] 25,years [16] years,digitisation [16] digitisation,ten [16] ten,top [16] top,insights Top Word Pairs in Tweet in G9:
[31] 57,organizations [31] organizations,using [31] using,#analytics [31] #analytics,drive [31] drive,change [31] change,see [31] see,companies [31] companies,embracing [31] embracing,#datadriven [31] #datadriven,cultures Top Word Pairs in Tweet in G10:
[25] evanta,#cdo [24] opening,keynote [24] going,bring [24] bring,more [24] more,experimental [23] good,morning [23] morning,houston [23] houston,great [23] great,opening [23] keynote,scienceprofits Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: