The graph represents a network of 3,683 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 January 2022 at 13:16 UTC.
The requested start date was Wednesday, 05 January 2022 at 01:01 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, 5-hour, 34-minute period from Sunday, 02 January 2022 at 19:26 UTC to Wednesday, 05 January 2022 at 01:00 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 : 3683
Unique Edges : 5581
Edges With Duplicates : 15842
Total Edges : 21423
Number of Edge Types : 5
Retweet : 5620
MentionsInRetweet : 10689
Mentions : 3676
Tweet : 1342
Replies to : 96
Self-Loops : 1595
Reciprocated Vertex Pair Ratio : 0.0245001098659635
Reciprocated Edge Ratio : 0.047828418230563
Connected Components : 538
Single-Vertex Connected Components : 355
Maximum Vertices in a Connected Component : 2724
Maximum Edges in a Connected Component : 20227
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.692748
Graph Density : 0.000687643492577064
Modularity : 0.2853
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,683 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 January 2022 at 13:16 UTC.
The requested start date was Wednesday, 05 January 2022 at 01:01 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, 5-hour, 34-minute period from Sunday, 02 January 2022 at 19:26 UTC to Wednesday, 05 January 2022 at 01:00 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:
[422] #ai,#ml [416] coffee,talk [407] gave,kred [401] kred,#influence [389] digital,transformation [310] #bigdata,#analytics [303] eli_krumova,gave [289] #iot,#iiot [219] embracing,#digitaltransformation [217] #analytics,#datascience Top Word Pairs in Tweet in G1:
[393] gave,kred [387] kred,#influence [289] eli_krumova,gave [274] coffee,talk [261] #ai,#ml [212] #bigdata,#analytics [205] #iot,#iiot [177] #ml,#iot [151] #analytics,#datascience [142] #ai,#bigdata Top Word Pairs in Tweet in G2:
[178] digital,transformation [118] artificial,intelligence [100] coffee,talk [69] #digitaltransformation,cc [55] mikequindazzi,#ai [54] #ai,#wearables [54] #wearables,#ux [54] #ux,#cx [50] robtiffany,iot [50] iot,coffee Top Word Pairs in Tweet in G3:
[63] #datascience,#ai [63] #bigdata,#analytics [59] #machinelearning,#iot [55] #iot,#iiot [55] #analytics,#datascience [55] #ces2022,#ces [53] #ai,#ces2022 [53] #iiot,#python [53] #ai,#5g [52] cheat,sheet Top Word Pairs in Tweet in G4:
[92] embracing,#digitaltransformation [47] read,seven [47] seven,steps [47] steps,consider [47] consider,migrating [47] migrating,#cloud [47] #cloud,embracing [47] #digitaltransformation,contact [47] find,path [47] path,based Top Word Pairs in Tweet in G5:
[72] #ai,#ml [46] #emergingtech,#innovation [36] gt,gt [30] #emergingtech,#digitaltransformation [26] #3dprinting,device [26] device,using [26] using,liquid [26] liquid,metal [26] metal,seeker [26] seeker,#3dprinted Top Word Pairs in Tweet in G6:
[79] proven,#successful [45] #electronics,#manufacturing [45] #manufacturing,#sectors [45] #sectors,proven [45] #successful,creating [45] creating,#employment [45] #employment,#opportunities [45] #opportunities,lakhs [45] lakhs,citizens [44] skodineya,#electronics Top Word Pairs in Tweet in G7:
[77] embracing,#digitaltransformation [63] read,seven [63] seven,steps [63] steps,consider [63] consider,migrating [63] migrating,#cloud [63] #cloud,embracing [63] #digitaltransformation,contact [40] coffee,talk [31] based,size Top Word Pairs in Tweet in G8:
[30] digital,transformation [15] part,digital [15] transformation,team [15] team,assembling [15] assembling,right [15] right,team [15] team,important [15] important,component [14] thedigitaljob,part [11] 76,cios Top Word Pairs in Tweet in G9:
[14] artificial,intelligence [10] #bdt,#blockchain [10] #blockchain,#digitaltransformation [7] #ai,#elearning [7] machine,learning [6] #crypto,#cryptocurrency [5] eraser,#bdt [5] #ai,#ia [5] #digitaltransformation,#emergingtechnologies [4] philosophy,technology Top Word Pairs in Tweet in G10:
[31] future,smartphones [31] smartphones,transparent [31] transparent,devices [31] devices,#smartphone [31] #smartphone,#iot [31] #iot,#100daysofcode [31] #100daysofcode,#ai [31] #ai,#appdev [31] #appdev,#innovation [31] #innovation,#5g 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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