The graph represents a network of 3,830 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, 18 December 2019 at 20:21 UTC.
The requested start date was Wednesday, 18 December 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 20-hour, 7-minute period from Tuesday, 17 December 2019 at 04:53 UTC to Wednesday, 18 December 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 : 3830
Unique Edges : 5814
Edges With Duplicates : 2052
Total Edges : 7866
Number of Edge Types : 3
Mentions : 5829
Tweet : 1976
Replies to : 61
Self-Loops : 1976
Reciprocated Vertex Pair Ratio : 0.0145631067961165
Reciprocated Edge Ratio : 0.0287081339712919
Connected Components : 1117
Single-Vertex Connected Components : 732
Maximum Vertices in a Connected Component : 1952
Maximum Edges in a Connected Component : 5832
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.057367
Graph Density : 0.000356288786892937
Modularity : 0.567047
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 3,830 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, 18 December 2019 at 20:21 UTC.
The requested start date was Wednesday, 18 December 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 20-hour, 7-minute period from Tuesday, 17 December 2019 at 04:53 UTC to Wednesday, 18 December 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : digitaltransformation
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[463] digital,transformation [154] customer,experience [139] 100,stats [104] #ai,#digitaltransformation [94] #bigdata,#digitaltransformation [94] #tech,#technology [90] #ai,#bigdata [79] #digitaltransformation,#iot [79] #enterprise,#tech [78] #digitaltransformation,# Top Word Pairs in Tweet in G1:
[84] digital,transformation [17] customer,experience [15] dear,client [15] client,expert [15] visit,profile [11] #digitaltransformation,#innovation [9] expert,#facebook [9] #facebook,marketer [9] marketer,visit [9] profile,reliable Top Word Pairs in Tweet in G2:
[82] digital,transformation [58] #digitaltransformation,# [47] top,10 [43] #ai,#digitaltransformation [42] world,top [41] #iot,#bigdata [39] #iot,#digitaltransformation [38] 100,stats [36] antgrasso,mikequindazzi [36] customer,experience Top Word Pairs in Tweet in G3:
[47] digital,transformation [28] customer,experience [23] transformation,customer [22] 100,stats [21] #digitaltransformation,#leadership [19] stats,digital [19] #leadership,#futureofwork [16] #digitaltransformation,#ai [13] artificial,intelligence [13] #news,#breakingnews Top Word Pairs in Tweet in G4:
[72] digital,transformation [57] #emergingtech,#digitaltransformation [56] #technology,change [56] change,movie [56] movie,theaters [56] theaters,multiple [56] multiple,screens [56] screens,mashable [56] mashable,#emergingtech [55] #bigdata,#digitaltransformation Top Word Pairs in Tweet in G5:
[16] gt,gt [15] interesting,#infographic [14] #digitaltransformation,#iot [13] r_demidchuk,interesting [12] #infographic,explains [12] explains,#bigdata [12] #bigdata,data [12] data,size [12] size,designation [12] designation,#digitaltransformation Top Word Pairs in Tweet in G6:
[26] #internetofthings,#digital [23] #digital,#digitaltransformation [23] #digitaltransformation,#tech [16] #tech,#technology [15] 100,stats [15] customer,experience [14] digital,transformation [13] stats,#digitaltransformation [13] #digitaltransformation,customer [13] experience,#digitaltransformation Top Word Pairs in Tweet in G7:
[37] digital,transformation [17] 100,stats [10] customer,experience [8] stats,#digitaltransformation [5] #customerexperience,#digitaltransformation [5] case,study [5] #digitaltransformation,customer [5] transformation,customer [5] #digitaltransformation,#customerexperience [4] #tpss,#iot Top Word Pairs in Tweet in G8:
[9] #banking,#digitaltransformation [8] innovation,trends [8] trends,define [8] define,banking [8] #digitaltransformation,#fintech [8] lets,drivers [8] drivers,avoid [8] avoid,blind [8] blind,spots [8] spots,save Top Word Pairs in Tweet in G9:
[22] ceo,walexholmes [20] tomorrow,morning [20] morning,9amet [16] tune,firstmove [16] firstmove,cnn [16] cnn,tomorrow [16] 9amet,8amct [16] 8amct,hear [16] hear,ceo [16] walexholmes,talk Top Word Pairs in Tweet in G10:
[22] #digitaltransformation,#iot [19] data,transforming [19] transforming,growers [19] growers,operate [19] operate,bcg [19] bcg,#bigdata [19] #bigdata,#digitaltransformation [19] #iot,#defstar5 [19] #defstar5,#ml [19] #ml,#blockchain 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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Top Tweeters in G10: