The graph represents a network of 3,981 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 Saturday, 09 November 2019 at 18:35 UTC.
The requested start date was Wednesday, 06 November 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, 19-hour, 44-minute period from Monday, 04 November 2019 at 05:16 UTC to Wednesday, 06 November 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 : 3981
Unique Edges : 6578
Edges With Duplicates : 3149
Total Edges : 9727
Number of Edge Types : 3
Tweet : 1273
Mentions : 8408
Replies to : 46
Self-Loops : 1273
Reciprocated Vertex Pair Ratio : 0.0263706793802145
Reciprocated Edge Ratio : 0.0513862679634199
Connected Components : 649
Single-Vertex Connected Components : 336
Maximum Vertices in a Connected Component : 2645
Maximum Edges in a Connected Component : 8224
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.152646
Graph Density : 0.000434791389754601
Modularity : 0.543408
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,981 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 Saturday, 09 November 2019 at 18:35 UTC.
The requested start date was Wednesday, 06 November 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, 19-hour, 44-minute period from Monday, 04 November 2019 at 05:16 UTC to Wednesday, 06 November 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : digitaltransformation
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[983] à,à [390] gt,gt [358] digital,transformation [266] â,â [234] link,gt [163] ðÿ,ðÿ [142] #cybersecurity,#databreach [134] #ai,#ml [130] digital,age [120] more,sustainable Top Word Pairs in Tweet in G1:
[112] ðÿ,ðÿ [109] airships,making [109] making,come [109] come,back [109] back,#drones [109] #drones,future [109] future,more [109] more,sustainable [109] sustainable,way [109] way,transport Top Word Pairs in Tweet in G2:
[177] gt,gt [167] link,gt [60] gt,deloitteinsight [58] embracing,api [58] api,imperative [58] imperative,companies [58] companies,making [58] making,strategic [58] strategic,choice [58] choice,link Top Word Pairs in Tweet in G3:
[320] à,à [47] wired,scotinco [46] digital,transformation [46] #digitaltransformation,wired [46] scotinco,deloittedigital [39] #consulting,#innovation [39] #innovation,#startup [38] #startup,#digitaltransformation [38] #digitaltransformation,deloitteontech [38] deloitteontech,deloitteus Top Word Pairs in Tweet in G4:
[195] â,â [120] gt,gt [115] #cybersecurity,#databreach [77] #databreach,#ransomware [72] #bigdata,#datascience [70] #ai,#artificialintelligence [67] #ransomware,#hackers [67] #ai,#ml [52] #hackers,#infosec [51] #ml,#malware Top Word Pairs in Tweet in G5:
[32] digital,transformation [19] gt,gt [12] learn,more [8] check,out [7] read,more [7] ã,ã [6] know,more [6] #digitaltransformation,#digital [6] #userexperience,#digitaltransformation [6] #digitaltransformation,#innovation Top Word Pairs in Tweet in G6:
[40] digital,transformation [36] #digitaltransformation,cc [22] #digitaltransformation,#iot [19] #innovation,#digitaltransformation [16] #iot,cc [16] #ai,#digitaltransformation [12] #ux,#userexperience [12] #userexperience,#designthinking [11] transformation,#digitaltransformation [10] #digitaltransformation,#iiot Top Word Pairs in Tweet in G7:
[8] terrific,catch [8] catch,up [8] up,insightful [8] insightful,apguha [8] apguha,today [8] today,#cce2019 [8] #cce2019,follow [8] follow,enterprise [8] enterprise,tech [8] tech,trends Top Word Pairs in Tweet in G8:
[55] digital,transformation [9] dlaignite,#socialselling [9] tamaramccleary,#ai [9] passle,timothy_hughes [7] st3ph3n6,dlaignite [6] #digitaltransformation,#futureofwork [6] timothy_hughes,digital [6] #digitaltransformation,#businesstransformation [6] #businesstransformation,#technology [5] infosys,today Top Word Pairs in Tweet in G9:
[40] happy,tuesday [40] tuesday,everyone [40] everyone,acg [40] acg,vice [40] vice,president [40] president,james [40] james,reid [40] reid,tax [40] tax,hub [40] hub,talks Top Word Pairs in Tweet in G10:
[10] olivettionline,politonews [10] politonews,festtecnologia [9] festtecnologia,gdt62 [9] gdt62,archolivetti [9] archolivetti,fond_a_olivetti [9] fond_a_olivetti,timbusiness [9] timbusiness,timwcap [9] timwcap,lucadebiase [8] ldraimondo,olivettionline [8] lucadebiase,qamplâ Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
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 G9:
Top Tweeters in G10: