The graph represents a network of 3,882 Twitter users whose tweets in the requested range contained "digitaltransformation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 January 2019 at 11:30 UTC.
The requested start date was Friday, 25 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 2-hour, 16-minute period from Wednesday, 23 January 2019 at 22:20 UTC to Friday, 25 January 2019 at 00:37 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 : 3882
Unique Edges : 5673
Edges With Duplicates : 3011
Total Edges : 8684
Number of Edge Types : 3
Mentions : 6833
Tweet : 1784
Replies to : 67
Self-Loops : 1784
Reciprocated Vertex Pair Ratio : 0.00498220640569395
Reciprocated Edge Ratio : 0.00991501416430595
Connected Components : 1130
Single-Vertex Connected Components : 754
Maximum Vertices in a Connected Component : 2086
Maximum Edges in a Connected Component : 6729
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.509022
Graph Density : 0.00037488279934438
Modularity : 0.56694
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1388] cx,ux [755] digitaltransformation,enterpriseagility [755] enterpriseagility,cx [753] ux,futurist [682] enterpriseagility,digitaltransformation [632] digitaltransformation,businessagility [632] businessagility,cx [631] ux,iot [592] iot,userexperienceu [428] karl,smith Top Word Pairs in Tweet in G1:
[1385] cx,ux [755] digitaltransformation,enterpriseagility [755] enterpriseagility,cx [753] ux,futurist [680] enterpriseagility,digitaltransformation [630] digitaltransformation,businessagility [630] businessagility,cx [629] ux,iot [590] iot,userexperienceu [422] karl,smith Top Word Pairs in Tweet in G2:
[69] digital,transformation [34] valuable,form [34] currency,digitaltransformation [33] form,currency [33] digitaltransformation,agree [33] agree,wef19 [33] wef19,betterworkingworld [15] read,more [14] check,out [11] more,here Top Word Pairs in Tweet in G3:
[103] gt,gt [91] ai,digitaltransformation [49] digitaltransformation,2019 [48] danielnewmanuv,forbes [48] ready,futureofwork [47] digitaltransformation,industry40 [47] top10,trends [47] trends,digitaltransformation [45] bigdata,ai [44] companies,investing Top Word Pairs in Tweet in G4:
[47] cloud,cio [28] ibm,present [28] present,digitaltransformation [28] digitaltransformation,cloudexpo [26] cloudexpo,ibmcloud [26] ibmcloud,skalster [26] skalster,cloud [26] cio,serverless [26] serverless,devops [21] ai,digitaltransformation Top Word Pairs in Tweet in G5:
[9] digital,transformation [5] digital,technologies [5] iot,bigdata [5] richardeudes,bill [5] bill,mew [5] mew,data [5] data,ethics [5] ethics,new [5] new,data [5] data,privacy Top Word Pairs in Tweet in G6:
[9] ai,iot [8] iot,digital [8] digital,robotics [8] robotics,robot [7] robot,digitaltransformation [7] different,types [7] types,fintech [6] fintech,infographic [6] infographic,salaamgateway [6] salaamgateway,blockchain Top Word Pairs in Tweet in G7:
[42] digital,transformation [24] transformation,digitaltransformation [15] blog,post [15] post,digitaltransformation [15] powered,approyo [14] transformation,transformation [9] cx,analytics [9] analytics,drive [9] drive,digital [8] brand,esports Top Word Pairs in Tweet in G8:
[45] affiliate,marketing [45] marketing,success [45] affiliatemarketing,seo [43] seo,socialmedia [40] success,affiliatemarketing [34] yemi_rise,affiliate [17] socialmedia,brands [16] brands,digitaltransformation [13] sell,anything [13] anything,startups Top Word Pairs in Tweet in G9:
[29] ai,iot [29] iot,digital [29] digital,robotics [29] robotics,robot [29] robot,digitaltransformation [24] enjoy,rain [24] rain,self [24] self,flying [24] flying,umbrella [24] umbrella,dronebrella Top Word Pairs in Tweet in G10:
[7] iot,digitaltransformation [6] save,50 [6] 50,ticket [6] ticket,bcw19 [6] bcw19,annual [6] annual,conference [6] conference,iot [5] boschsi,save [4] mypov,taking [4] taking,ride Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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