The graph represents a network of 4,131 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, 26 April 2019 at 12:42 UTC.
The requested start date was Friday, 26 April 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 19-hour, 36-minute period from Thursday, 25 April 2019 at 04:25 UTC to Friday, 26 April 2019 at 00:01 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 : 4131
Unique Edges : 5487
Edges With Duplicates : 2196
Total Edges : 7683
Number of Edge Types : 3
Mentions : 5192
Tweet : 2421
Replies to : 70
Self-Loops : 2421
Reciprocated Vertex Pair Ratio : 0.01768968456948
Reciprocated Edge Ratio : 0.0347643979057592
Connected Components : 1278
Single-Vertex Connected Components : 734
Maximum Vertices in a Connected Component : 1722
Maximum Edges in a Connected Component : 4824
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.007265
Graph Density : 0.000279877592384516
Modularity : 0.600127
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[370] digital,transformation [119] gt,gt [107] #technology,#digitaltransformation [103] #digitaltransformation,#ai [94] #digitaltransformation,#innovation [81] #innovation,#digitaltransformation [70] #transformation,#digitaltransformation [66] #ai,#iot [65] #iot,#ai [62] find,out Top Word Pairs in Tweet in G1:
[76] digital,transformation [35] gt,gt [16] read,more [12] learn,more [11] #ai,#digitaltransformation [10] find,out [9] don,t [9] artificial,intelligence [8] #digitaltransformation,#innovation [7] 4,0 Top Word Pairs in Tweet in G2:
[70] gt,gt [49] data,#analytics [47] #digitaltransformation,#innovation [46] digital,transformation [38] #iot,#internetofthings [37] #technology,#digitaltransformation [35] future,office [35] office,futuristic [35] futuristic,computer [35] computer,meeting Top Word Pairs in Tweet in G3:
[25] #iot,#iiot [22] digital,transformation [19] #transformation,#digitaltransformation [15] digital,list [15] list,sapariba [15] sapariba,manutanfrance [15] manutanfrance,#sap [15] #sap,#transformation [15] top,10 [15] 10,#technology Top Word Pairs in Tweet in G4:
[30] digital,transformation [22] great,new [22] new,#digitaltransformation [22] #digitaltransformation,blogpost [22] blogpost,microfocus [22] microfocus,executive [22] executive,jgarber308 [22] jgarber308,ft [22] ft,4 [22] 4,pillars Top Word Pairs in Tweet in G5:
[28] build,buy [28] buy,#ai [28] #ai,wrong [28] wrong,question [28] question,#digitaltransformation [27] tamaramccleary,build [14] #designthinking,becoming [14] becoming,key [14] key,pillar [12] #cio's,remain Top Word Pairs in Tweet in G6:
[12] digital,transformation [10] #datascience,#machinelearning [9] last,week's [9] week's,top [9] top,content [9] content,#datascience [9] #machinelearning,datasciencectrl [9] datasciencectrl,#abdsc [8] kirkdborne,last [8] #abdsc,#big Top Word Pairs in Tweet in G7:
[51] digital,transformation [34] #transformation,#digitaltransformation [17] transformation,#transformation [16] part,1 [15] #internetofthings,#digitaltransformation [14] geolocation,titanium [14] titanium,part [13] 1,#internetofthings [13] idg,contributor [13] contributor,network Top Word Pairs in Tweet in G8:
[33] #ai,#iot [14] #ml,#dl [12] #futureofwork,#digitaltransformation [11] shoe,future [11] future,completely [11] completely,connected [11] connected,digitsole [11] digitsole,#ai [11] #iot,#wearabletech [11] #wearabletech,#digitaltransformation Top Word Pairs in Tweet in G9:
[25] digital,transformation [12] #innovation,#digitaltransformation [10] salesforce,summit [10] summit,malta [10] #technology,#innovation [9] malta,#salesforce [8] salesforcemalta,salesforce [8] #salesforce,#malta [8] #malta,#technology [7] emircom_me,conducted Top Word Pairs in Tweet in G10:
[55] #technology,#digitaltransformation [41] #iot,#ai [35] #ai,#internetofthings [32] #5g,#iiot [31] #iiot,#technology [25] #vc,#venturecapital [25] #venturecapital,#iot [25] #internetofthings,#5g [25] #business,#entrepreneur [24] iotfunding,#vc Top Replied-To in Entire Graph:
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