The graph represents a network of 3,820 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, 22 April 2020 at 12:13 UTC.
The requested start date was Wednesday, 22 April 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 23-hour, 52-minute period from Tuesday, 21 April 2020 at 00:08 UTC to Wednesday, 22 April 2020 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 : 3820
Unique Edges : 3501
Edges With Duplicates : 6373
Total Edges : 9874
Number of Edge Types : 5
Mentions : 1217
Tweet : 2115
Retweet : 2515
MentionsInRetweet : 3976
Replies to : 51
Self-Loops : 2275
Reciprocated Vertex Pair Ratio : 0.018598615916955
Reciprocated Edge Ratio : 0.0365180467091295
Connected Components : 1252
Single-Vertex Connected Components : 838
Maximum Vertices in a Connected Component : 1648
Maximum Edges in a Connected Component : 6763
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.755392
Graph Density : 0.000322855274468111
Modularity : 0.450661
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 3,820 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, 22 April 2020 at 12:13 UTC.
The requested start date was Wednesday, 22 April 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 23-hour, 52-minute period from Tuesday, 21 April 2020 at 00:08 UTC to Wednesday, 22 April 2020 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:
[390] digital,transformation [338] gt,gt [112] covid,19 [81] 10,ways [80] artificial,intelligence [79] success,rate [73] #digitaltransformation,cc [73] #iot,#digitaltransformation [73] improve,#digitaltransformation's [73] #digitaltransformation's,success Top Word Pairs in Tweet in G1:
[99] digital,transformation [20] covid,19 [13] join,discussion [12] #css,#design [12] #design,#bigdata [12] #bigdata,#analytics [12] #analytics,#datascience [12] #datascience,#c [12] #c,#javascript [12] #javascript,#reactjs Top Word Pairs in Tweet in G2:
[228] gt,gt [98] digital,transformation [62] link,gt [61] #digitaltransformation,cc [56] organizations,around [56] around,world [56] world,invested [56] invested,millions [56] millions,dollars [56] dollars,digital Top Word Pairs in Tweet in G3:
[60] welcome,workout [60] workout,future [60] future,mashable [60] mashable,#innovation [60] #innovation,#healthtech [60] #healthtech,#ar [60] #ar,#ai [60] #ai,#emergingtech [60] #emergingtech,#digitaltransformation [59] ronald_vanloon,welcome Top Word Pairs in Tweet in G4:
[44] wordpress,html [44] html,#software [43] 10,ways [42] success,rate [40] improve,#digitaltransformation's [40] #digitaltransformation's,success [40] #cloudcomputing,#javascript [37] #software,#cloudcomputing [36] #javascript,#100daysofcode [36] envato,author Top Word Pairs in Tweet in G5:
[29] digital,transformation [19] #digitaltransformation,#digital [19] #robots,#chatbots [18] #digital,#digitaltransformation [18] #fintech,#finserv [18] business,survival [14] #artificialintelligence,#robots [14] #chatbots,accounting [14] accounting,finance [14] finance,#digitaltransformation Top Word Pairs in Tweet in G6:
[14] principles,creating [14] creating,culture [14] culture,need [14] need,gwesterman [14] gwesterman,mitsloan [14] mitsloan,#digitaltransformation [12] mitsmr,principles [10] four,types [10] types,effective [10] effective,digital Top Word Pairs in Tweet in G7:
[21] #digitaltransformation,#futureofwork [20] iot,impact [20] impact,#fintech [20] #fintech,#banking [20] #banking,#iot [20] #iot,#digitaltransformation [19] technative,iot [17] digitalfawad,#digitaltransformation [17] #digitaltransformation,#coronavirus [17] #cio,digitalcloudgal Top Word Pairs in Tweet in G8:
[12] forcing,#digitaltransformation [12] #digitaltransformation,12 [12] 12,steps [12] move,faster [12] faster,blakemichellem [11] #covid,19 [11] 19,forcing [11] steps,move [9] vp,global [9] global,head Top Word Pairs in Tweet in G9:
[16] digital,transformation [11] covid,19 [10] interview,tamaramccleary [8] using,#ai [8] #ai,build [8] build,better [8] better,chips [8] chips,#digitaltransformation [8] 19,fast [8] fast,tracking Top Word Pairs in Tweet in G10:
[17] digital,transformation [16] tech_mahindra,collaborates [16] collaborates,ibm_in [16] ibm_in,establish [16] establish,technology [16] technology,innovation [16] innovation,centers [16] centers,help [16] help,digital [15] tech_mahindra,tech_mahindra Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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