The graph represents a network of 1,329 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 Thursday, 10 January 2019 at 23:50 UTC.
The tweets in the network were tweeted over the 7-hour, 6-minute period from Thursday, 10 January 2019 at 16:29 UTC to Thursday, 10 January 2019 at 23:36 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 : 1329
Unique Edges : 1599
Edges With Duplicates : 516
Total Edges : 2115
Self-Loops : 312
Reciprocated Vertex Pair Ratio : 0.0183727034120735
Reciprocated Edge Ratio : 0.0360824742268041
Connected Components : 265
Single-Vertex Connected Components : 125
Maximum Vertices in a Connected Component : 414
Maximum Edges in a Connected Component : 1094
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.468233
Graph Density : 0.000879363956956494
Modularity : 0.716118
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[288] devops,maturity [287] speeding,up [287] up,wrong [287] wrong,work [287] work,devops [287] maturity,enterpriseagility [287] enterpriseagility,digitaltransformation [287] digitaltransformation,consultancyservices [287] consultancyservices,cx [287] cx,ux Top Word Pairs in Tweet in G1:
[287] speeding,up [287] up,wrong [287] wrong,work [287] work,devops [287] devops,maturity [287] maturity,enterpriseagility [287] enterpriseagility,digitaltransformation [287] digitaltransformation,consultancyservices [287] consultancyservices,cx [287] cx,ux Top Word Pairs in Tweet in G2:
[5] check,out [3] agile,devops [3] hiring,devops [3] devops,architect [3] machinelearning,devops [3] azure,devops [3] devops,engineer [2] cyber,attacks [2] out,devops [2] 7,key Top Word Pairs in Tweet in G3:
[70] cloudexpo,silicon [70] silicon,valley [56] june,24 [56] 24,26 [45] valley,june [40] cloud,cio [37] cloudexpo,announcing [29] sponsor,cloudexpo [29] 26,santa [29] santa,clara Top Word Pairs in Tweet in G4:
[5] thrilled,partner [5] partner,andela [5] andela,bring [5] bring,newest [5] newest,member [5] member,100 [5] 100,distributed [5] distributed,team [5] team,busingescott [5] busingescott,welcome Top Word Pairs in Tweet in G5:
[56] today,devops [44] realgenekim,mik_kersten [37] special,guests [37] guests,gene [37] gene,kim [37] kim,mik [37] mik,kirsten [37] kirsten,bringing [37] bringing,great [37] great,energy Top Word Pairs in Tweet in G6:
[6] best,practices [5] s,correlation [5] correlation,between [5] between,achieving [5] achieving,devops [5] devops,best [5] practices,having [5] having,effective [5] effective,vcs [5] vcs,find Top Word Pairs in Tweet in G7:
[11] 7,best [11] best,mobileapps [11] mobileapps,development [11] development,courses [11] courses,beginners [11] beginners,appdev [11] appdev,appdesign [11] appdesign,mobile [11] mobile,mobileapp [11] mobileapp,bi Top Word Pairs in Tweet in G8:
[15] devops,ml [9] started,natural [9] natural,language [9] language,processing [9] processing,nlp [9] nlp,devops [9] ml,ai [9] ai,shanebrighton [8] thecloudand_me,started [8] shanebrighton,digitalc Top Word Pairs in Tweet in G9:
[13] cloud,cybersecurity [13] cybersecurity,devops [13] devops,tech [13] tech,itempathy [13] itempathy,pluralsight [13] pluralsight,learning [13] learning,dev [9] serverless,devops [8] python,development [8] development,benefit Top Word Pairs in Tweet in G10:
[9] aaronrinehart,brett [9] brett,hunoldt [8] devops,security [6] hunoldt,devops [5] devsecops,aaronrinehart [4] journey,devsecops [4] devsecops,begins [4] begins,empowerment [4] empowerment,enablement [4] enablement,education Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
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:
Top Tweeters in G2:
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: