The graph represents a network of 3,613 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, 04 January 2019 at 11:30 UTC.
The requested start date was Friday, 04 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 23-hour, 35-minute period from Thursday, 03 January 2019 at 01:25 UTC to Friday, 04 January 2019 at 01:00 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 : 3613
Unique Edges : 5645
Edges With Duplicates : 2397
Total Edges : 8042
Number of Edge Types : 3
Mentions : 5749
Tweet : 2251
Replies to : 42
Self-Loops : 2251
Reciprocated Vertex Pair Ratio : 0.0126009056900965
Reciprocated Edge Ratio : 0.0248881975500681
Connected Components : 1116
Single-Vertex Connected Components : 745
Maximum Vertices in a Connected Component : 1791
Maximum Edges in a Connected Component : 5924
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.541719
Graph Density : 0.000394094905838673
Modularity : 0.5347
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[354] digital,transformation [328] gt,gt [205] digitaltransformation,iot [202] ai,iot [166] ai,digitaltransformation [132] iot,digitaltransformation [126] digitaltransformation,ai [116] iot,digital [114] 2019,digitaltransformation [110] robot,digitaltransformation Top Word Pairs in Tweet in G1:
[95] digital,transformation [20] ai,digitaltransformation [19] new,year [16] m,w [13] find,out [13] trends,2019 [13] digitaltransformation,technology [11] read,more [11] latest,digital [11] cloud,computing Top Word Pairs in Tweet in G2:
[241] gt,gt [129] digitaltransformation,iot [77] internet,things [69] iot,digitaltransformation [65] things,connected [65] connected,cities [65] cities,fisher85m [64] fisher85m,leagueofcities [64] leagueofcities,antgrasso [64] antgrasso,smartcity Top Word Pairs in Tweet in G3:
[71] amazongo,rival [71] rival,japan [71] japan,fully [71] fully,ai [71] ai,powered [71] powered,self [71] self,service [71] service,shop [71] shop,mt [71] mt,enricomolinari Top Word Pairs in Tweet in G4:
[35] read,more [34] mhiesboeck,kuriharan [33] fastest,internet [33] internet,speeds [33] speeds,world [33] world,digitaltransformation [33] digitaltransformation,mhcommunicate [33] mhcommunicate,mhiesboeck [33] kuriharan,antgrasso [30] pillars,digitaltransformation Top Word Pairs in Tweet in G5:
[70] digital,transformation [28] digitaltransformation,innovation [19] trends,watch [19] watch,2019 [17] digitaltransformation,trends [16] ai,digitaltransformation [16] 2019,beyond [16] ferbeltranmx,digital [14] state,digitaltransformation [13] transformation,solve Top Word Pairs in Tweet in G6:
[79] ai,iot [78] robotics,robot [77] iot,digital [77] digital,robotics [76] robot,digitaltransformation [38] real,time [38] time,code [38] code,generation [38] generation,using [38] using,computer Top Word Pairs in Tweet in G7:
[27] 5g,digitaltransformation [25] iot,digitaltransformation [20] digital,transformation [11] trends,2019 [10] breaking,down [9] six,pillars [9] ceo's,perspective [8] pillars,digital [8] digitaltransformation,5g [7] digitaltransformation,ai Top Word Pairs in Tweet in G8:
[22] six,iot [22] iot,predictions [22] predictions,2019 [22] 2019,digitaltransformation [22] digitaltransformation,evankirstel [22] evankirstel,antgrasso [22] antgrasso,_schmielewski [22] _schmielewski,fabriziobustama [21] 3bodyproblem,six [21] fabriziobustama,ronald_va Top Word Pairs in Tweet in G9:
[31] digitaltransformation,cxo [31] cxo,cio [18] technology,digitaltransformation [17] top,opportunities [17] opportunities,barriers [17] barriers,procurement [17] procurement,technology [16] akwyz,top [14] five,powerful [14] powerful,ways Top Word Pairs in Tweet in G10:
[8] 2018,technology [8] technology,predictions [8] predictions,trends [8] trends,innovations [8] innovations,shaping [8] shaping,global [8] global,tech [8] tech,sector [8] sector,gp [8] gp,bullhound Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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