The graph represents a network of 4,157 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, 15 February 2019 at 11:30 UTC.
The requested start date was Friday, 15 February 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 18-hour, 31-minute period from Thursday, 14 February 2019 at 06:30 UTC to Friday, 15 February 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 : 4157
Unique Edges : 6071
Edges With Duplicates : 2276
Total Edges : 8347
Number of Edge Types : 3
Mentions : 6330
Tweet : 1962
Replies to : 55
Self-Loops : 1962
Reciprocated Vertex Pair Ratio : 0.0180262199563001
Reciprocated Edge Ratio : 0.035414058307995
Connected Components : 1115
Single-Vertex Connected Components : 648
Maximum Vertices in a Connected Component : 2058
Maximum Edges in a Connected Component : 5874
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.738915
Graph Density : 0.000323618938381704
Modularity : 0.601913
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[357] digital,transformation [203] gt,gt [182] digitaltransformation,enterpriseagility [182] enterpriseagility,cx [181] cx,ux [168] ux,futurist [168] futurist,ubinet [167] ubinet,ubinetus [139] ai,iot [129] digitaltransformation,ai Top Word Pairs in Tweet in G1:
[77] cybersecurity,bigdata [75] digitaltransformation,ai [71] infographic,iot [67] gt,gt [58] iot,cybersecurity [57] bigdata,infosec [55] fisher85m,digitaltransformation [54] smartcity,box [54] fisher85m,6 [52] box,infographic Top Word Pairs in Tweet in G2:
[102] digital,transformation [24] valentines,pakistan [24] pakistan,hayaday2k19 [19] hayaday2k19,psl2019 [18] read,more [17] thedmventures,valentines [15] more,here [12] psl2019,digitaltransformation [10] ai,digitaltransformation [10] learn,more Top Word Pairs in Tweet in G3:
[177] digitaltransformation,enterpriseagility [177] enterpriseagility,cx [176] cx,ux [165] ux,futurist [165] futurist,ubinet [165] ubinet,ubinetus [107] humanity,digital [107] digital,landscapes [107] landscapes,digitaltransformation [106] userexperienceu,humanity Top Word Pairs in Tweet in G4:
[79] digital,transformation [27] passle,timothy_hughes [17] transformation,digitaltransformation [15] innovation,venture [14] digitaltransformation,ai [14] digital,era [13] post,digital [13] era,upon [13] upon,techvision2019 [13] techvision2019,passle Top Word Pairs in Tweet in G5:
[30] digital,transformation [30] demand,presentation [26] cloud,cio [25] cloudexpo,new [25] new,york [23] cloudexpo,silicon [23] silicon,valley [22] cloudexpo,demand [16] presentation,slides [16] now,online Top Word Pairs in Tweet in G6:
[94] gt,gt [61] iot,digitaltransformation [57] paula_piccard,internetofthings [57] internetofthings,important [57] important,ht [57] ht,ronald_vanloon [57] ronald_vanloon,iot [57] digitaltransformation,automation [57] automation,smar [23] machinelearning,ml Top Word Pairs in Tweet in G7:
[67] ai,iot [67] iot,digital [67] digital,robotics [67] robotics,robot [66] robot,digitaltransformation [66] digitaltransformation,future [37] future,technology [32] tickets,mars [32] mars,eventually [32] eventually,cost Top Word Pairs in Tweet in G8:
[13] happy,valentines [13] valentines,day [11] day,leaders [11] leaders,feel [11] feel,very [11] very,term [11] term,digitaltransformation [11] digitaltransformation,become [10] digital,change [10] change,bart Top Word Pairs in Tweet in G9:
[19] digitaltransformation,think2019 [10] case,ai [10] ai,threatens [10] threatens,humanity [10] humanity,explained [10] explained,500 [10] 500,words [10] words,digitaltransformation [9] tamaramccleary,case [8] wired,digitaltransformation Top Word Pairs in Tweet in G10:
[15] digital,transformation [11] digitaltransformation,ai [8] business,entrepreneur [8] transformation,digitaltransformation [7] digital,marketing [7] cargoiot,iot [6] internetofthings,iiot [5] ai,transform [5] transform,digital [5] marketing,2019 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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