The graph represents a network of 5,033 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, 30 September 2020 at 12:23 UTC.
The requested start date was Wednesday, 30 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 12-hour, 32-minute period from Monday, 28 September 2020 at 11:24 UTC to Tuesday, 29 September 2020 at 23:57 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 : 5033
Unique Edges : 4899
Edges With Duplicates : 10125
Total Edges : 15024
Number of Edge Types : 5
Tweet : 2940
Retweet : 3967
MentionsInRetweet : 5984
Mentions : 2030
Replies to : 103
Self-Loops : 3080
Reciprocated Vertex Pair Ratio : 0.0211601065403966
Reciprocated Edge Ratio : 0.041443269091436
Connected Components : 1387
Single-Vertex Connected Components : 937
Maximum Vertices in a Connected Component : 2717
Maximum Edges in a Connected Component : 12043
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.867143
Graph Density : 0.000272486169974512
Modularity : 0.408799
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 5,033 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, 30 September 2020 at 12:23 UTC.
The requested start date was Wednesday, 30 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 12-hour, 32-minute period from Monday, 28 September 2020 at 11:24 UTC to Tuesday, 29 September 2020 at 23:57 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:
[694] digital,transformation [299] #ai,#iot [207] #bigdata,#ai [202] #digitaltransformation,#digital [173] #ai,#digitaltransformation [168] covid,19 [154] top,10 [146] #digital,#digitaltransformation [145] #digital,#transformation [136] gt,gt Top Word Pairs in Tweet in G1:
[86] digital,transformation [27] true,#digitaltransformation [20] #digitaltransformation,overused [20] overused,overhyped [20] overhyped,still [20] still,going [20] going,relevant [20] relevant,covid [19] covid,19 [14] #digital,#digitaltransformation Top Word Pairs in Tweet in G2:
[221] #ai,#iot [174] digital,transformation [142] #bigdata,#ai [118] #ai,#digitaltransformation [102] top,10 [88] gt,gt [78] #ml,#dl [70] know,#digitaltransformation [69] #digitaltransformation,#digital [68] #digitaltransformation,#bigdata Top Word Pairs in Tweet in G3:
[179] digital,transformation [71] #digitaltransformation,#digital [56] covid,19 [54] let's,discuss [49] tech,update [45] #digital,#digitaltransformation [45] #digital,#transformation [44] #ai,#iot [40] #bigdata,#ai [27] #iot,#tech Top Word Pairs in Tweet in G4:
[44] digital,transformation [40] successful,#digitaltransformation [34] #cyberresilience,essential [34] essential,successful [33] #digitaltransformation,microfocussec's [33] microfocussec's,johnrdelk [16] #digital,#digitaltransformation [16] covid,19 [14] #iot,#iiot [13] gt,niw Top Word Pairs in Tweet in G5:
[58] digital,transformation [31] top,10 [31] #digitaltransformation,#digital [27] #digital,#transformation [22] #bigdata,#datascience [22] covid,19 [19] forbes,#digitaltransformation [18] transformation,cybersecurity [18] cybersecurity,during [18] during,covid Top Word Pairs in Tweet in G6:
[15] #artificialintelligence,#banking [15] #banking,#business [15] #business,#data [14] #airlines,#artificialintelligence [14] team,aaruush [14] aaruush,brings [14] brings,#digitalmarketing [14] #digitalmarketing,workshop [14] workshop,insightful [14] insightful,day Top Word Pairs in Tweet in G7:
[17] #ai,#digitaltransformation [10] #digitaltransformation,#ai [9] #ai,#iot [9] #iiot,#iot [9] machine,learning [8] #bigdata,#ai [7] #iot,#smartcity [7] #smartcity,#smartnews [6] tamaramccleary,secret [6] secret,#ai Top Word Pairs in Tweet in G8:
[58] think,#digitaltransformation [58] #digitaltransformation,extra [58] extra,tough [58] tough,think [58] think,again [58] again,check [58] check,alfabank [58] alfabank,kazakhstan [57] infobip,think [57] kazakhstan,improving Top Word Pairs in Tweet in G9:
[34] digital,transformation [32] #digital,#digitaltransformation [21] #transformation,#digital [14] critical,digital [13] alternative,data [13] data,critical [10] transformation,#transformation [8] #digitaltransformation,#startup [8] covid,19 [7] #iot,#cloud Top Word Pairs in Tweet in G10:
[27] gt,gt [24] link,gt [20] here's,world [20] world,projected [20] projected,energy [20] energy,mix [20] mix,2018 [20] 2018,2040 [20] 2040,link [20] gt,iea 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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