The graph represents a network of 4,093 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, 06 May 2020 at 12:02 UTC.
The requested start date was Wednesday, 06 May 2020 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, 8-hour, 15-minute period from Monday, 04 May 2020 at 15:10 UTC to Tuesday, 05 May 2020 at 23:25 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 : 4093
Unique Edges : 3994
Edges With Duplicates : 7478
Total Edges : 11472
Number of Edge Types : 5
Retweet : 3002
MentionsInRetweet : 4536
Tweet : 1489
Replies to : 66
Mentions : 2379
Self-Loops : 1615
Reciprocated Vertex Pair Ratio : 0.0288016458083319
Reciprocated Edge Ratio : 0.055990668221963
Connected Components : 884
Single-Vertex Connected Components : 511
Maximum Vertices in a Connected Component : 2347
Maximum Edges in a Connected Component : 9009
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.312304
Graph Density : 0.000358299545345879
Modularity : 0.450571
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 4,093 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, 06 May 2020 at 12:02 UTC.
The requested start date was Wednesday, 06 May 2020 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, 8-hour, 15-minute period from Monday, 04 May 2020 at 15:10 UTC to Tuesday, 05 May 2020 at 23:25 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:
[385] gt,gt [362] digital,transformation [212] #artificialintelligence,#ai [193] #ai,#robotics [140] covid,19 [130] #robotics,#datascience [125] #iot,#digitaltransformation [117] artificial,intelligence [94] #ar,#vr [93] #ai,#ml Top Word Pairs in Tweet in G1:
[247] gt,gt [80] link,gt [69] digital,transformation [63] virtual,representation [63] representation,asset [63] asset,simulate [63] simulate,optimize [63] optimize,improve [63] improve,maintenance [63] maintenance,using Top Word Pairs in Tweet in G2:
[75] digital,transformation [30] keeps,270 [30] 270,million [30] million,passengers [30] passengers,year [30] year,221 [30] 221,buses [30] buses,231 [30] 231,trains [30] trains,21 Top Word Pairs in Tweet in G3:
[40] #artificialintelligence,#ai [38] updated,digital [38] digital,engagement [38] engagement,strategy [38] strategy,#digitalmarketing [36] #ai,#robotics [32] #digitalmarketing,#digitaltransformation [30] #ai,#5g [28] #ai,#artificialintelligence [27] #sustainability,#ai Top Word Pairs in Tweet in G4:
[79] gt,gt [72] #ar,#vr [60] step,#augmentedreality [60] #augmentedreality,see [60] see,worlds [60] worlds,without [60] without,traveling [60] traveling,haroldsinnott [60] haroldsinnott,#ar [60] #vr,#mr Top Word Pairs in Tweet in G5:
[34] digital,transformation [16] #ai,#iot [14] covid,19 [13] #cybersecurity,#infosec [13] #infosec,#innovation [13] #innovation,#cyberrisk [13] #cyberrisk,#digitaltransformation [12] further,information [12] information,cyber [12] #artificialintelligence,#ai Top Word Pairs in Tweet in G6:
[32] ceo,arvindkrishna [18] quest'anno,#think2020 [18] #think2020,sarà [18] sarà,totalmente [18] totalmente,digitale [18] digitale,questo [18] questo,pomeriggio [18] pomeriggio,alle [18] alle,17 [18] 17,00 Top Word Pairs in Tweet in G7:
[104] #artificialintelligence,#ai [99] #ai,#robotics [79] #robotics,#datascience [54] #datascience,#machinelearning [49] #machinelearning,#deeplearning [49] #deeplearning,#iot [49] #iot,#digitaltransformation [49] #digitaltransformation,#predictiveanalytics [47] #predictiveanalytics,#bigdata [47] #bigdata,#chatbots Top Word Pairs in Tweet in G8:
[35] #digitaltransformation,cc [29] digital,transformation [17] #ai,#digitaltransformation [15] #digitaltransformation,#iot [15] gt,gt [14] episode,impossible [14] impossible,things [14] working,home [14] home,collaboration [14] collaboration,playbook Top Word Pairs in Tweet in G9:
[9] #bigdata,#datascience [8] #emergingtechnologies,impacting [8] impacting,industries [8] #datascience,#ai [8] #ai,#machinelearning [8] #machinelearning,#iot [7] industries,#bigdata [7] #technology,#automation [7] #automation,#digitaltransformation [7] #digitaltransformation,#innovation Top Word Pairs in Tweet in G10:
[10] digital,transformation [9] #innovation,#tech [7] businesses,start [7] start,small [7] small,fail [7] fail,fast [7] fast,machine [7] machine,learning [7] learning,ml [7] ml,projects Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: