The graph represents a network of 4,130 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, 17 August 2022 at 12:04 UTC.
The requested start date was Wednesday, 17 August 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, 1-hour, 0-minute period from Sunday, 14 August 2022 at 23:00 UTC to Wednesday, 17 August 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 : 4130
Unique Edges : 3995
Edges With Duplicates : 11760
Total Edges : 15755
Number of Edge Types : 5
Retweet : 4355
MentionsInRetweet : 6174
Tweet : 2281
Mentions : 2458
Replies to : 487
Self-Loops : 2429
Reciprocated Vertex Pair Ratio : 0.0248052154555573
Reciprocated Edge Ratio : 0.0484096198603569
Connected Components : 992
Single-Vertex Connected Components : 659
Maximum Vertices in a Connected Component : 2250
Maximum Edges in a Connected Component : 12712
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.280428
Graph Density : 0.000377944462981674
Modularity : 0.366231
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 4,130 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, 17 August 2022 at 12:04 UTC.
The requested start date was Wednesday, 17 August 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, 1-hour, 0-minute period from Sunday, 14 August 2022 at 23:00 UTC to Wednesday, 17 August 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:
[473] digital,transformation [431] #bigdata,#analytics [257] welcome,#iot [257] #iot,coffee [257] coffee,talk [257] chat,#digital [257] #digital,#iiot [245] #iiot,#automation [242] skodineya,#digitalindia [233] #iot,#iiot Top Word Pairs in Tweet in G1:
[83] digital,transformation [40] #digitaltransformation,irrelevant [40] irrelevant,during [40] during,recession [40] recession,necessarily [40] necessarily,priorities [40] priorities,change [40] change,budgets [21] budgets,tight [21] tight,modernization Top Word Pairs in Tweet in G2:
[397] #bigdata,#analytics [228] welcome,#iot [228] #iot,coffee [228] coffee,talk [228] chat,#digital [228] #digital,#iiot [216] #iiot,#automation [198] #iot,#iiot [195] #analytics,#datascience [172] #pytorch,#python Top Word Pairs in Tweet in G3:
[120] digital,transformation [54] #digitaltransformation,cc [39] #ai,#digitaltransformation [30] #digitaltransformation,#iot [30] #ai,#wearables [30] #wearables,#ux [30] #ux,#cx [28] welcome,#iot [28] #iot,coffee [28] coffee,talk Top Word Pairs in Tweet in G4:
[60] robotic,process [60] process,automation [59] technology,work [56] technological,transformation [56] transformation,more [56] more,succeed [56] succeed,business [56] business,technology [56] work,effectively [56] effectively,closely Top Word Pairs in Tweet in G5:
[22] #digital,revolution [19] mikeflache,#artificialintelligence [18] digital,transformation [16] #artificialintelligence,going [16] going,disrupt [16] disrupt,#education [16] #education,sector [16] sector,elearnindustry [16] lead,#digital [16] revolution,middle Top Word Pairs in Tweet in G6:
[96] morgan,comprehensive [96] comprehensive,280 [96] 280,guide [96] guide,#machinelearning [96] #machinelearning,#python [96] #python,code [96] code,popular [96] popular,#ml [96] #ml,#algorithms [95] kirkdborne,morgan Top Word Pairs in Tweet in G7:
[241] skodineya,#digitalindia [127] #showcasing,#digital [127] #digital,#products [127] #products,#india [127] #india,#stack [127] #stack,such [127] such,#aadhaar [127] #aadhaar,#upi [127] #upi,#cowin [127] #cowin,india Top Word Pairs in Tweet in G8:
[189] rgi_info,#roboinu [160] #digitaltransformation,#fintechnews [151] #roboinu,#digitaltransformation [60] rbif,rgi_info [24] #fintech,#digitaltransformation [22] rgi_info,#digitaltransformation [22] #digitaltransformation,#fintech [20] #roboinu,#robowallet [19] rbif,#robowarrior [19] #robowallet,rbif Top Word Pairs in Tweet in G9:
[6] paper,development [6] development,barcelona [6] barcelona,technology [6] technology,data [6] data,sovereignty [6] sovereignty,fermongec [6] fermongec,rainerkattel [5] #himss22apac,keynote [5] keynote,speaker [5] speaker,believes Top Word Pairs in Tweet in G10:
[56] psst,registration [56] registration,live [56] live,digital [56] digital,transformation [56] transformation,expo [56] expo,europe [56] europe,free [56] free,pass [56] pass,europe [56] europe,#1 Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: