The graph represents a network of 4,353 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, 05 October 2022 at 12:04 UTC.
The requested start date was Wednesday, 05 October 2022 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 2-day, 10-hour, 26-minute period from Sunday, 02 October 2022 at 13:34 UTC to Wednesday, 05 October 2022 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 : 4353
Unique Edges : 4389
Edges With Duplicates : 12976
Total Edges : 17365
Number of Edge Types : 5
Tweet : 1838
Mentions : 3662
Retweet : 4646
MentionsInRetweet : 6879
Replies to : 340
Self-Loops : 2206
Reciprocated Vertex Pair Ratio : 0.0286663896967179
Reciprocated Edge Ratio : 0.055735056542811
Connected Components : 931
Single-Vertex Connected Components : 562
Maximum Vertices in a Connected Component : 2607
Maximum Edges in a Connected Component : 14882
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.171579
Graph Density : 0.000392097741922406
Modularity : 0.358661
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 4,353 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, 05 October 2022 at 12:04 UTC.
The requested start date was Wednesday, 05 October 2022 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 2-day, 10-hour, 26-minute period from Sunday, 02 October 2022 at 13:34 UTC to Wednesday, 05 October 2022 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:
[745] #ai,#ml [441] #machinelearning,#ai [404] digital,transformation [353] #ml,#artificialintelligence [352] #artificialintelligence,#iotsecurity [340] #iiot,#automation [335] welcome,#iot [335] #iot,coffee [335] coffee,talk [335] chat,#digital Top Word Pairs in Tweet in G1:
[514] #ai,#ml [413] #machinelearning,#ai [338] #ml,#artificialintelligence [338] #artificialintelligence,#iotsecurity [295] welcome,#iot [295] #iot,coffee [295] coffee,talk [295] chat,#digital [295] #digital,#iiot [295] #iiot,#automation Top Word Pairs in Tweet in G2:
[70] digital,transformation [39] learn,more [36] continuous,innovation [34] business,need [32] need,dose [32] dose,innovation [32] innovation,kaizen [32] kaizen,japanese [32] japanese,management [32] management,practice Top Word Pairs in Tweet in G3:
[48] digital,transformation [30] gt,gt [23] #iot,#iiot [21] #ai,#ml [19] antgrasso,#digitaltransformation [16] #machinelearning,#ai [15] over,past [14] #socialmedia,#digitale [13] #iiot,#digitaltransformation [13] digital,services Top Word Pairs in Tweet in G4:
[35] gt,gt [17] noahbarsky,forbes [16] #digitaltransformation,#automation [15] #kpmg,survey [15] survey,pinpoints [15] pinpoints,#digitaltransformation [15] #digitaltransformation,fatal [15] fatal,flaws [15] flaws,#talent [15] #talent,gaps Top Word Pairs in Tweet in G5:
[174] #ai,#ml [171] #iot,#iiot [165] gave,kred [165] kred,#influence [114] #iiot,#iotpl [94] #iotpl,#iotcl [86] eli_krumova,gave [71] #digitaltransformation,#futureofwork [61] #tech,#techtrends [53] #techtrends,#emergingtech Top Word Pairs in Tweet in G6:
[112] digital,transformation [92] passle,timothy_hughes [66] #digitaltransformation,cc [64] dlaignite,#socialselling [63] #socialselling,#digitalselling [61] timothy_hughes,dlaignite [40] #digitaltransformation,#iot [39] #ai,#digitaltransformation [33] #iot,cc [33] agsocialmedia,dlaignite Top Word Pairs in Tweet in G7:
[248] भ,रत [248] क,न [124] 2g,3g [124] 3g,4g [124] 4g,क [124] क,समय [124] समय,भ [124] रत,ट [124] ट,क [124] न,लज Top Word Pairs in Tweet in G8:
[17] #ai,#5g [17] #5g,#cloud [15] #bim,#bimcoordinatorsummit2022 [14] #cloud,#edge [13] great,article [13] #bimheroes,#aec [13] #aec,#architecture [13] #architecture,#engineering [12] #iot,#sustainability [11] #bimcoordinatorsummit2022,#bimheroes Top Word Pairs in Tweet in G9:
[94] pleased,host [94] host,#jasoninskeep [94] #jasoninskeep,attbusiness [94] attbusiness,#cxospice [94] #cxospice,talked [94] talked,connected [94] connected,#manufacturing [94] #manufacturing,learn [94] learn,more [94] more,4cs Top Word Pairs in Tweet in G10:
[257] #digitaltransformation,#fintechnews [209] #roboinu,#digitaltransformation [189] rgi_info,#roboinu [69] rbif,rgi_info [19] rgi_info,#digitaltransformation [17] #digitaltransformation,#fintech [9] bitmart,exchange [9] more,rbif [8] #robowarrior,#robowallet [8] #robowallet,#digitaltransformation 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 G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G10:
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: