The graph represents a network of 4,086 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, 01 June 2022 at 12:05 UTC.
The requested start date was Wednesday, 01 June 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, 8-minute period from Sunday, 29 May 2022 at 13:53 UTC to Wednesday, 01 June 2022 at 00:01 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 : 4086
Unique Edges : 4685
Edges With Duplicates : 12864
Total Edges : 17549
Number of Edge Types : 5
Mentions : 2863
Retweet : 4931
MentionsInRetweet : 7852
Tweet : 1744
Replies to : 159
Self-Loops : 1941
Reciprocated Vertex Pair Ratio : 0.0241564417177914
Reciprocated Edge Ratio : 0.0471733433171097
Connected Components : 558
Single-Vertex Connected Components : 326
Maximum Vertices in a Connected Component : 3044
Maximum Edges in a Connected Component : 15979
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.904887
Graph Density : 0.000480070168249227
Modularity : 0.359697
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,086 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, 01 June 2022 at 12:05 UTC.
The requested start date was Wednesday, 01 June 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, 8-minute period from Sunday, 29 May 2022 at 13:53 UTC to Wednesday, 01 June 2022 at 00:01 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:
[610] digital,transformation [295] #ai,#ml [266] gave,kred [265] kred,#influence [256] #iotpl,#iotcl [234] #ai,#artificialintelligence [231] #iot,#iiot [222] #artificialintelligence,#digitaltransformation [208] श,व [208] व,र Top Word Pairs in Tweet in G1:
[187] digital,transformation [31] #cloud,#digitaltransformation [30] #ai,#artificialintelligence [29] learn,more [25] accenture,report [25] report,breaksdown [25] breaksdown,#covid [25] #covid,became [25] became,catalyst [25] catalyst,banks Top Word Pairs in Tweet in G2:
[101] #digitaltransformation,cc [75] digital,transformation [63] #ai,#ml [59] #ai,#digitaltransformation [53] artificial,intelligence [49] #iot,#iiot [43] #bigdata,#analytics [41] #digitaltransformation,#iot [38] #cx,#digitaltransformation [37] #ux,#cx Top Word Pairs in Tweet in G3:
[179] #artificialintelligence,#digitaltransformation [147] #ai,#artificialintelligence [124] #digitaltransformation,#technology [120] #technology,#futurework [118] #futurework,#engineering [118] #engineering,#automation [104] digital,transformation [89] #roboticsainews,#ai [76] #ai,#ml [64] #roboticsainews,#robotics Top Word Pairs in Tweet in G4:
[36] digital,transformation [16] #proptech,#workplace [15] #workplace,#smartbuildings [14] learn,more [14] #smartbuildings,#iwms [13] #technology,#innovation [13] #iwms,#iot [11] gt,gt [10] competitive,edge [10] #digitaltransformation,#digitalage Top Word Pairs in Tweet in G5:
[235] #iotpl,#iotcl [216] gave,kred [215] kred,#influence [170] #iiot,#automation [166] #5g,#ai [166] welcome,#iot [166] #iot,coffee [166] coffee,talk [166] chat,#digital [166] #digital,#iiot Top Word Pairs in Tweet in G6:
[78] #digitaltransformation,#fintechnews [54] roboinufinance,#roboinu [39] very,happy [39] happy,part [39] part,rbif [39] rbif,community [39] community,bought [39] bought,bag [39] bag,buy [39] buy,more Top Word Pairs in Tweet in G7:
[23] acquiring,latest [23] latest,tech [23] tech,reinventing [23] reinventing,entire [23] entire,business [23] business,models [23] models,organization [23] organization,needs [23] needs,#financing [23] #financing,succeed Top Word Pairs in Tweet in G8:
[208] श,व [208] व,र [109] #digitalindia,#nationalsinglewindowsystem [109] #nationalsinglewindowsystem,#one [109] #one,stop [109] stop,#regulatory [109] #regulatory,#approvals [109] #approvals,#services [109] #services,#newindia [109] #newindia,#visit Top Word Pairs in Tweet in G9:
[88] digital,transformation [64] passle,timothy_hughes [55] dlaignite,#socialselling [36] #digitaltransformation,#digital [35] #digital,#transformation [35] #digital,#digitaltransformation [33] social,media [32] timothy_hughes,dlaignite [30] #socialselling,#digitalselling [29] #transformation,#digital Top Word Pairs in Tweet in G10:
[19] future,challenges [18] emerging,technologies [18] technologies,#ai [18] #ai,empower [18] empower,healthcare [18] healthcare,practitioners [18] practitioners,prepare [18] prepare,future [16] technative,emerging [14] challenges,servicenow 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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