The graph represents a network of 4,324 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 Wednesday, 02 October 2019 at 17:32 UTC.
The requested start date was Wednesday, 02 October 2019 at 00:01 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, 6-hour, 9-minute period from Monday, 30 September 2019 at 07:01 UTC to Tuesday, 01 October 2019 at 13:10 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 : 4324
Unique Edges : 6870
Edges With Duplicates : 2980
Total Edges : 9850
Number of Edge Types : 3
Mentions : 8281
Replies to : 62
Tweet : 1507
Self-Loops : 1507
Reciprocated Vertex Pair Ratio : 0.0262885836656328
Reciprocated Edge Ratio : 0.0512303928622823
Connected Components : 859
Single-Vertex Connected Components : 472
Maximum Vertices in a Connected Component : 2541
Maximum Edges in a Connected Component : 7640
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.37921
Graph Density : 0.000371750354096358
Modularity : 0.559495
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[576] gt,gt [392] digital,transformation [201] link,gt [158] artificial,intelligence [124] #ai,#robotics [115] 1,000 [113] home,building [113] building,#robot [113] 000,bricks [113] bricks,hour Top Word Pairs in Tweet in G1:
[198] gt,gt [108] #ai,#robotics [105] home,building [105] building,#robot [105] #robot,lay [105] lay,1 [105] 1,000 [105] 000,bricks [105] bricks,hour [105] hour,#ai Top Word Pairs in Tweet in G2:
[59] digital,transformation [15] find,out [13] register,now [12] https,t [12] t,co [12] read,more [11] #digitalmarketing,#digitaltransformation [10] #digital,#digitaltransformation [10] best,#practices [10] #practices,#financial Top Word Pairs in Tweet in G3:
[201] gt,gt [176] link,gt [78] artificial,intelligence [68] antgrasso,#ai [66] #ai,#ml [65] digital,transformation [62] 4th,industrial [62] industrial,revolution [62] revolution,ipfconline1 [62] ipfconline1,pradeeprao_ Top Word Pairs in Tweet in G4:
[118] gt,gt [40] added,a360degree [40] a360degree,museum [40] museum,walk [40] walk,through' [40] through',maps [40] maps,search [40] search,augmentedreality [40] augmentedreality,ar [40] ar,virrtualreality Top Word Pairs in Tweet in G5:
[44] #enterprise,#tech [38] #tech,#technology [32] #technology,#techtrends [30] #emergingtech,#innovation [30] #innovation,#business [30] #business,#futureofwork [28] #techtrends,#emergingtech [28] #futureofwork,#technologynews [28] #technologynews,#digitaltransformation [20] #digitaltransformation,#technews Top Word Pairs in Tweet in G6:
[30] #digitaltransformation,#digitalmarketing [30] #digitalmarketing,#ai [30] #ai,#ia [30] #ia,#ia [28] #ia,#intelligenceartificielle [19] shopping,without [19] without,cashier [19] cashier,#digitaltransformation [18] chookmeup,shopping [18] #intelligenceartificielle,#artifici Top Word Pairs in Tweet in G7:
[16] #artificialintelligence,#machinelearning [16] 10,#jobs [16] #jobs,exist [16] exist,10 [16] 10,years [16] years,ago [16] ago,wef [16] wef,#ai [16] #ai,#autonomouscars [16] #autonomouscars,#smm Top Word Pairs in Tweet in G8:
[32] digital,transformation [14] dlaignite,#socialselling [10] timothy_hughes,dlaignite [9] passle,timothy_hughes [8] #digital,#digitaltransformation [7] #digitaltransformation,#digital [7] #digitaltransformation,#transformation [7] #management,#business [7] #digital,transformation [7] #ai,50 Top Word Pairs in Tweet in G9:
[22] metaphors,matter [22] matter,ethnography [22] ethnography,blockchain [22] blockchain,based [22] based,re [22] re,descriptions [22] descriptions,world [22] world,sandra [22] sandra,faustino [20] #digitaltransformation,#emergingtechnologies Top Word Pairs in Tweet in G10:
[7] emea,cto [7] cto,lee [7] lee,james [6] today's,article [6] e,commerce [5] digital,transformation [5] fortnite,cloud [5] cloud,transformation [5] transformation,common [5] common,rackspace Top Replied-To in Entire Graph:
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