The graph represents a network of 8,271 Twitter users whose recent tweets contained "#devops", 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, 23 April 2019 at 18:39 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 18-minute period from Sunday, 14 April 2019 at 16:10 UTC to Tuesday, 23 April 2019 at 17:28 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 : 8271
Unique Edges : 13206
Edges With Duplicates : 12591
Total Edges : 25797
Self-Loops : 5189
Reciprocated Vertex Pair Ratio : 0.0400178186947806
Reciprocated Edge Ratio : 0.076956025128498
Connected Components : 1367
Single-Vertex Connected Components : 865
Maximum Vertices in a Connected Component : 5958
Maximum Edges in a Connected Component : 22996
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.241832
Graph Density : 0.000204791818619477
Modularity : 0.461061
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1025] silicon,valley [816] cloudexpo,silicon [542] #docker,#kubernetes [510] #eastersale,#discounts [510] #discount,#udemy [475] #bigdata,#analytics [444] #ai,#iot [443] #udemy,#udemyfree [396] #gamedev,#indiedev [395] check,out Top Word Pairs in Tweet in G1:
[97] mainframe,#devops [94] #devops,world [93] #opines,#devops [86] series,toronto [75] check,out [69] compuware,join [68] contact,xxpressweb [67] xxpressweb,com [67] com,#developers [65] mainframe,development Top Word Pairs in Tweet in G2:
[990] silicon,valley [789] cloudexpo,silicon [486] #docker,#kubernetes [442] #bigdata,#analytics [415] #ai,#iot [396] #eastersale,#discounts [396] #discount,#udemy [368] #cloudnative,#serverless [357] #iot,#iiot [354] #udemy,#udemyfree Top Word Pairs in Tweet in G3:
[33] devops,engineer [33] #cloud,#devops [29] #devops,engineer [28] https,t [28] t,co [25] check,out [25] #agile,#devops [20] #azure,#devops [19] #devops,teams [17] site,reliability Top Word Pairs in Tweet in G4:
[125] check,out [87] #azure,#devops [78] out,new [76] azure,pipelines [76] azure,devops [72] tfsbuck,check [72] new,yaml [72] yaml,editing [72] editing,experience [72] experience,brings Top Word Pairs in Tweet in G5:
[39] latest,podcast [39] podcast,#microsoft's [39] #microsoft's,claude [39] claude,lorenson [39] lorenson,talks [35] technative,latest [28] talks,challenges [28] challenges,faced [28] faced,developers [26] #infosec,#data Top Word Pairs in Tweet in G6:
[57] #holo,#holochain [57] #holochain,#holofuel [57] #holocommunity,#savetheinternet [57] #savetheinternet,#gdpr [56] hot,#holocommunity [47] holoport,unboxing [47] unboxing,video [47] video,#holo [47] #holofuel,#holoport [47] #holoport,hot Top Word Pairs in Tweet in G7:
[28] check,out [22] #bmore,#devopsdays [20] #baltimore,#devops [18] #devopsdays,#baltimore [17] devopsdaysbmore,#bmore [16] #devops,community [14] exciting,week [14] week,#devops [14] community,baltimore [14] baltimore,meetup Top Word Pairs in Tweet in G8:
[28] over,next [28] next,3 [28] 3,years [27] years,financial [27] financial,organizations [27] organizations,networks [27] networks,expect [27] expect,invest [27] invest,heavily [27] heavily,enhance Top Word Pairs in Tweet in G9:
[62] #ai,#development [60] #gamedev,#indiedev [53] wpacademypro,#eastersale [53] #eastersale,#discounts [53] #discount,#udemy [41] #udemy,#udemyfree [39] #development,#gamedev [37] #indiedev,#indiegame [34] #node,#ai [31] #javascript,#java Top Word Pairs in Tweet in G10:
[50] à,gagner [50] lot,jour [46] gagner,lot [46] jour,likant [46] cette,photo [44] lunatechfr,direct [43] devoxxfr,aidez [43] ou,retweetant [42] direct,troisième [42] troisième,jour Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: