The graph represents a network of 5,319 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, 21 October 2020 at 12:20 UTC.
The requested start date was Wednesday, 21 October 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, 15-hour, 26-minute period from Monday, 19 October 2020 at 08:34 UTC to Wednesday, 21 October 2020 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 : 5319
Unique Edges : 5085
Edges With Duplicates : 10428
Total Edges : 15513
Number of Edge Types : 5
Tweet : 2629
Mentions : 2429
Retweet : 4176
MentionsInRetweet : 6142
Replies to : 137
Self-Loops : 2774
Reciprocated Vertex Pair Ratio : 0.021570796460177
Reciprocated Edge Ratio : 0.0422306442880346
Connected Components : 1298
Single-Vertex Connected Components : 849
Maximum Vertices in a Connected Component : 3062
Maximum Edges in a Connected Component : 12652
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.806175
Graph Density : 0.000261185199609057
Modularity : 0.41514
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,319 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, 21 October 2020 at 12:20 UTC.
The requested start date was Wednesday, 21 October 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, 15-hour, 26-minute period from Monday, 19 October 2020 at 08:34 UTC to Wednesday, 21 October 2020 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".
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:
[427] digital,transformation [190] #ai,#iot [140] #ai,#ml [136] مستشفى,المرجان [136] المرجان,ميدكلينك [136] ميدكلينك,بجدة [136] بجدة,أحد [136] أحد,أهم [136] أهم,المشاريع [136] المشاريع,الجديدة Top Word Pairs in Tweet in G1:
[64] digital,transformation [16] read,more [11] learn,more [11] #digital,#digitaltransformation [11] advice,experts [11] experts,take [11] take,plunge [11] plunge,#devops [11] #devops,transformation [10] covid,19 Top Word Pairs in Tweet in G2:
[108] digital,transformation [37] #digitaltransformation,#digital [30] #digital,#digitaltransformation [28] #bigdata,#ai [28] #ai,#iot [27] covid,19 [25] #digital,#transformation [21] #iot,#tech [18] #customerexperience,#digitaltransformation [14] cloud,based Top Word Pairs in Tweet in G3:
[140] #ai,#iot [112] #ai,#ml [85] #ai,#machinelearning [79] ingliguori,#digitaltransformation [75] #iot,#iiot [74] #digitaltransformation,#cloud [74] #machinelearning,#bigdata [74] 38,questions [74] #cloudcomputing,#ai [73] mt,ingliguori Top Word Pairs in Tweet in G4:
[40] gt,gt [29] beauty,industry [29] industry,unexpected [29] unexpected,player [29] player,consumer [29] consumer,electronics [29] electronics,smart [29] smart,brushes [29] brushes,skincare [29] skincare,apps Top Word Pairs in Tweet in G5:
[50] tech,update [33] #bigdata,#datascience [26] let's,discuss [23] #datascience,#ai [23] #iiot,#iotpl [21] discuss,#digitaltransformation [20] digital,transformation [19] #iot,#iiot [18] #ai,#machinelearning [18] #emergingtechnologies,impacting Top Word Pairs in Tweet in G6:
[18] #digitaltransformation,cc [18] #ai,#digitaltransformation [17] #infographic,10 [17] 10,principles [17] principles,#digitaltransformation [17] #digitaltransformation,modernize [17] modernize,#enterprise [16] dimitrihommel,#infographic [16] #enterprise,mikeq [14] course,surprising Top Word Pairs in Tweet in G7:
[136] مستشفى,المرجان [136] المرجان,ميدكلينك [136] ميدكلينك,بجدة [136] بجدة,أحد [136] أحد,أهم [136] أهم,المشاريع [136] المشاريع,الجديدة [136] الجديدة,لمجموعة [136] لمجموعة,المرجان [136] المرجان,القابضة Top Word Pairs in Tweet in G8:
[18] digital,transformation [9] #digital,#digitaltransformation [8] special,show [8] show,#digitaltransformation [7] join,#analyticavirtual [6] nice,announced [6] announced,lancashire [6] lancashire,constabulary [6] constabulary,chosen [6] chosen,deploy Top Word Pairs in Tweet in G9:
[14] digital,executives [11] #digital,transformation [10] four,types [10] types,effective [10] effective,digital [10] executives,business [10] business,organizations [10] organizations,read [8] read,#digitaltransformation [7] questions,ask Top Word Pairs in Tweet in G10:
[11] digital,transformation [5] proven,ways [5] ways,skeptics [5] skeptics,board [5] board,jay_jamison [5] higher,education [5] education,pandemic [5] pandemic,inspired [4] top,10 [3] #digitaltransformation,proven 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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