The graph represents a network of 3,868 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, 11 January 2019 at 11:31 UTC.
The requested start date was Friday, 11 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 6-day, 12-hour, 0-minute period from Friday, 04 January 2019 at 13:00 UTC to Friday, 11 January 2019 at 01:01 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 : 3868
Unique Edges : 5625
Edges With Duplicates : 2611
Total Edges : 8236
Number of Edge Types : 3
Tweet : 2170
Mentions : 6037
Replies to : 29
Self-Loops : 2170
Reciprocated Vertex Pair Ratio : 0.0188788287420536
Reciprocated Edge Ratio : 0.0370580449990546
Connected Components : 1014
Single-Vertex Connected Components : 628
Maximum Vertices in a Connected Component : 1976
Maximum Edges in a Connected Component : 6110
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.43024
Graph Density : 0.000353600548110935
Modularity : 0.534462
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[537] gt,gt [338] digital,transformation [241] cx,ux [236] ai,iot [175] digitaltransformation,ai [151] ai,digitaltransformation [138] digitaltransformation,enterpriseagility [138] enterpriseagility,consultant [138] consultant,cx [129] iot,digital Top Word Pairs in Tweet in G1:
[79] digital,transformation [34] gt,gt [26] ø,ø [15] ø,ù [14] find,out [12] ai,digitaltransformation [12] digitaltransformation,digital [11] ù,ø [10] digitaltransformation,journey [10] innovation,digitaltransformation Top Word Pairs in Tweet in G2:
[396] gt,gt [77] mikequindazzi,gt [74] digitaltransformation,iot [67] digitaltransformation,fintech [64] link,gt [61] fintech,insurtech [60] digital,transformation [59] iot,digitaltransformation [58] ai,iot [58] ai,digitaltransformation Top Word Pairs in Tweet in G3:
[78] digitaltransformation,ai [42] gt,gt [40] industry40,digitaltransformation [39] user,interface [39] interface,powered [39] powered,ar [39] ar,mr [39] mr,vr [39] vr,digitaltransformation [39] ai,ff Top Word Pairs in Tweet in G4:
[240] cx,ux [138] digitaltransformation,enterpriseagility [138] enterpriseagility,consultant [138] consultant,cx [111] enterpriseagility,digitaltransformation [111] digitaltransformation,consultancyservices [111] consultancyservices,cx [61] ux,iot [61] iot,blockchain [50] ux,fu Top Word Pairs in Tweet in G5:
[28] bigdata,cloud [26] achieve,digitaltransformation [25] 20,ways [25] ways,achieve [25] digitaltransformation,infographic [24] ai,bigdata [23] infographic,ai [23] cloud,automation [22] ipfconline1,20 [22] automation,cc Top Word Pairs in Tweet in G6:
[68] startup,ume_kyd [45] awardðÿ,startup [42] award,startup [32] iam,platform [32] platform,curated [32] curated,retweet [32] ume_kyd,world [28] regtech,fintech [25] fund,distributors [22] digitaltransformation,award Top Word Pairs in Tweet in G7:
[67] digital,transformation [29] 5g,digitaltransformation [17] iot,digitaltransformation [14] transformation,daily [12] read,more [12] top,100 [12] transformation,digitaltransformation [10] daily,transformation [9] onalytica,read [9] latest,digital Top Word Pairs in Tweet in G8:
[95] ai,iot [94] iot,digital [94] digital,robotics [94] robotics,robot [94] robot,digitaltransformation [92] digitaltransformation,future [77] future,technology [61] robots,inspired [61] inspired,nature [61] nature,ai Top Word Pairs in Tweet in G9:
[37] bigdata,cloud [28] ai,digitaltransformation [27] data,glue [27] glue,connects [27] connects,tamaramccleary [27] tamaramccleary,quote [27] quote,iot [27] iot,bigdata [27] cloud,ai [26] tamaramccleary,data Top Word Pairs in Tweet in G10:
[17] elearning,mlearning [14] blockchain,crypto [12] edtech,edchat [12] technology,helps [12] helps,education [12] education,special [12] special,needs [12] needs,students [12] students,infographic [11] infographic,tech Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Mentioned in G2:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: