The graph represents a network of 3,764 Twitter users whose recent tweets contained "#CIO", 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, 03 September 2019 at 17:42 UTC.
The tweets in the network were tweeted over the 9-day, 10-hour, 48-minute period from Sunday, 25 August 2019 at 06:26 UTC to Tuesday, 03 September 2019 at 17:15 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 : 3764
Unique Edges : 8551
Edges With Duplicates : 10015
Total Edges : 18566
Self-Loops : 3627
Reciprocated Vertex Pair Ratio : 0.0354961028017695
Reciprocated Edge Ratio : 0.0685586410334656
Connected Components : 537
Single-Vertex Connected Components : 345
Maximum Vertices in a Connected Component : 2750
Maximum Edges in a Connected Component : 16867
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.220032
Graph Density : 0.000694086924450075
Modularity : 0.393715
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1295] #cio,#cto [964] gt,gt [820] #cio,#cioindex [782] #ciso,#cio [771] #cio,#ciso [761] #cio,#cdo [604] #cybersecurity,#cio [516] #dataprivacy,#dataprotection [506] #dataprotection,#cybersecurity [504] #ciso,#cpo Top Word Pairs in Tweet in G1:
[756] #cio,#cto [587] #ciso,#cio [574] #cio,#ciso [501] gt,gt [474] #cybersecurity,#cio [455] #dataprivacy,#dataprotection [447] #dataprotection,#cybersecurity [445] #ciso,#cpo [445] #cpo,#security [443] #security,#news Top Word Pairs in Tweet in G2:
[243] #cio,#cdo [177] #ceo,#cio [91] shanebrighton,avrohomg [86] avrohomg,drjdrooghaag [84] alcgroup,imoyse [73] drjdrooghaag,billmew [62] alvinfoo,afigueiredo [61] archonsec,fogle_shane [58] #cloud,#cio [54] digitalcloudgal,sarbjeetjohal Top Word Pairs in Tweet in G3:
[363] gt,gt [163] link,gt [111] #cio,#cdo [110] artificial,intelligence [105] #cio,#cto [101] #ai,#ml [88] #ml,#cio [87] gt,gartner_inc [87] gartner_inc,antgrasso [86] intelligence,strategy Top Word Pairs in Tweet in G4:
[25] #cio,#cto [18] #it,#cio [17] gt,gt [15] #ciso,#cio [15] #cio,#saas [14] end,users [13] #cio,#ciso [13] https,t [13] t,co [13] #cio,#it Top Word Pairs in Tweet in G5:
[195] #cio,#cto [165] https,t [165] t,co [128] #cto,#cdo [101] #cdo,#ciso [58] #ml,#machinelearning [55] #artificialintelligence,#ml [53] #cio,#cdo [46] #ciso,#artificialintelligence [45] grattongirl,https Top Word Pairs in Tweet in G6:
[138] #cloud,#bigdata [137] #cio,#itnews [137] #itnews,#cloud [62] #cio,#cto [39] #digitaltransformation,#cio [36] digital,transformation [32] #cto,#cfo [27] #ricoh,#ricohchangemakers [27] #ricohchangemakers,#worksmarter [23] #cdo,#cio Top Word Pairs in Tweet in G7:
[42] #cybersecurity,#cio [22] #gartner,2022 [22] 2022,70 [22] 70,organization [22] organization,need [22] need,#cloud [22] #cloud,strategy [22] strategy,here [22] here,10 [22] 10,step Top Word Pairs in Tweet in G8:
[116] #blockchain,#iiot [116] #4ir,#cio [114] #cybersecurity,#blockchain [106] #iiot,#machinelearning [97] #iot,#analytics [71] #analytics,#digitaltransformation [70] #artificialintelligence,#4ir [56] #cio,#digitaltransformation [55] #bigdata,#cybersecurity [54] #digitaltransformation,#industry40 Top Word Pairs in Tweet in G9:
[20] global,head [19] paola,arbour [18] #cio,#innovation [18] know,more [17] suranjan,chatterjee [17] #cio,#digitalbusiness [16] satish,thiagarajan [16] read,full [14] more,#cio [14] tenethealth,#cio Top Word Pairs in Tweet in G10:
[36] #idccio,summit [24] #cio,#idc [16] estás,tiempo [15] tiempo,inscribirte [15] oracle_es,hitachi_es [15] hitachi_es,veritasteches [15] veritasteches,servicenow [15] servicenow,ifsworld [15] ifsworld,automationanywh [15] automationanywh,cytomic_ Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: