The graph represents a network of 4,176 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, 19 July 2019 at 12:51 UTC.
The requested start date was Friday, 19 July 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, 1-hour, 53-minute period from Wednesday, 17 July 2019 at 22:07 UTC to Friday, 19 July 2019 at 00:00 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 : 4176
Unique Edges : 5886
Edges With Duplicates : 2284
Total Edges : 8170
Number of Edge Types : 3
Tweet : 2112
Mentions : 6004
Replies to : 54
Self-Loops : 2112
Reciprocated Vertex Pair Ratio : 0.0123106060606061
Reciprocated Edge Ratio : 0.0243217960710945
Connected Components : 1154
Single-Vertex Connected Components : 677
Maximum Vertices in a Connected Component : 2025
Maximum Edges in a Connected Component : 5791
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.574781
Graph Density : 0.000306570766512951
Modularity : 0.585273
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[408] digital,transformation [204] gt,gt [107] top,10 [104] #ai,#digitaltransformation [85] #digitaltransformation,#iot [79] link,gt [77] read,more [77] #digitaltransformation,#ai [67] #iot,#ai [66] #ar,#vr Top Word Pairs in Tweet in G1:
[76] digital,transformation [11] find,out [9] transformation,#digitaltransformation [8] #ai,#digitaltransformation [8] customer,experience [8] learn,more [8] keeping,up [8] up,evolving [8] evolving,digital [8] digital,landscape Top Word Pairs in Tweet in G2:
[85] gt,gt [69] link,gt [41] #ar,#vr [41] #digitaltransformation,#futureofwork [37] futuristic,interactive [37] interactive,kitchen [37] kitchen,table [37] table,ikea [37] ikea,#ai [37] #ai,#ar Top Word Pairs in Tweet in G3:
[54] #machinelearning,#ml [48] #deeplearning,#dl [46] graphene,make [46] make,computer [46] computer,1000 [46] 1000,times [46] times,faster [46] #ml,#deeplearning [46] #dl,#cloud [46] #cloud,#computing Top Word Pairs in Tweet in G4:
[65] gt,gt [24] #business,#entrepreneur [24] #technology,#digitaltransformation [22] #entrepreneur,#siliconvalley [22] #siliconvalley,#paloalto [22] #5g,#5gishere [21] #5gishere,#5gswitch [17] #5gswitch,#5gguide [17] #digitaltransformation,#futuretech [16] find,out Top Word Pairs in Tweet in G5:
[29] #iot,#ai [25] #digitaltransformation,#iot [24] #digitaltwin,work [24] work,#digitaltransformation [24] #ai,#cloud [24] #cloud,#bigdata [24] #bigdata,#bim [24] #bim,#analytics [24] #analytics,#4ir [23] smartcityexpo,#digitaltwin Top Word Pairs in Tweet in G6:
[13] future,work [9] company,#tech [9] #tech,company [9] company,#futureofwork [9] #futureofwork,learn [9] learn,takes [9] takes,insights [9] insights,slupusho [8] metamorphosis,#ai [8] #ai,bring Top Word Pairs in Tweet in G7:
[22] digital,transformation [13] award,#regtech [10] #regtech,ume_kyd [10] #fund,#distributors [10] build,up [9] #digitaltransformation,#innovation [9] up,#digitaltransformation [8] award,#startup [8] #marketing,#luxembourg [8] turn,#data Top Word Pairs in Tweet in G8:
[54] digital,transformation [19] top,10 [17] trends,2020 [12] 10,#digitaltransformation [12] #digitaltransformation,trends [7] transformation,trends [7] #digital,#digitaltransformation [7] #5g,#blockchain [6] 10,digital [6] 2020,danielnewmanuv Top Word Pairs in Tweet in G9:
[36] digital,transformation [14] #womenintech,#womeninstem [14] #womeninstem,#girlswhocode [10] transformation,care [10] #digitaltransformation,#it [9] 18,women [9] women,shaping [9] shaping,tech [9] tech,industry [9] care,#digitaltransformation Top Word Pairs in Tweet in G10:
[34] #healthcare,#healthtech [34] #healthtech,#healthtalk [34] #healthtalk,#hcit [33] #hcit,#digitalhealth [30] article,discusses [30] discusses,digital [30] digital,twin [30] twin,revolution [30] revolution,currently [30] currently,shaping Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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