The graph represents a network of 4,128 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 April 2020 at 12:03 UTC.
The requested start date was Wednesday, 01 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 1-day, 8-hour, 19-minute period from Monday, 30 March 2020 at 11:26 UTC to Tuesday, 31 March 2020 at 19:46 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 : 4128
Unique Edges : 6296
Edges With Duplicates : 2296
Total Edges : 8592
Number of Edge Types : 4
MentionsInRetweet : 4599
Mentions : 2389
Tweet : 1541
Replies to : 63
Self-Loops : 1541
Reciprocated Vertex Pair Ratio : 0.028032619775739
Reciprocated Edge Ratio : 0.0545364402578086
Connected Components : 1004
Single-Vertex Connected Components : 598
Maximum Vertices in a Connected Component : 2271
Maximum Edges in a Connected Component : 6535
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.612135
Graph Density : 0.000355183674159393
Modularity : 0.567114
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 4,128 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 April 2020 at 12:03 UTC.
The requested start date was Wednesday, 01 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 1-day, 8-hour, 19-minute period from Monday, 30 March 2020 at 11:26 UTC to Tuesday, 31 March 2020 at 19:46 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:
[423] gt,gt [347] digital,transformation [128] link,gt [127] #digitaltransformation,#innovation [124] #digital,#digitaltransformation [124] covid,19 [114] supply,chain [96] learn,more [93] artificial,intelligence [93] digital,technologies Top Word Pairs in Tweet in G1:
[243] gt,gt [67] first,flap [67] flap,free [67] free,plane [66] plane,seeker [63] #emergingtech,#digitaltransformation [59] #digitaltransformation,#innovation [51] airships,making [51] making,comeback [51] comeback,cnet Top Word Pairs in Tweet in G2:
[72] digital,transformation [20] #digital,#digitaltransformation [19] covid,19 [17] learn,more [14] #digitaltransformation,#innovation [14] #digitaltransformation,#covid19 [10] led,#digitaltransformation [10] #iot,#digitaltransformation [9] read,more [9] #digitaltransformation,#digital Top Word Pairs in Tweet in G3:
[114] link,gt [111] gt,gt [76] supply,chain [76] systematic,approach [76] approach,help [76] planning,leaders [76] leaders,make [76] make,right [76] right,decisions [76] decisions,digital Top Word Pairs in Tweet in G4:
[32] #digital,#digitaltransformation [31] #digitaltransformation,#tech [25] #bigdata,#digitaltransformation [24] #iot,#ai [23] #infrastructure,#5g [22] #ai,#iot [21] #machinelearning,#bigdata [20] measure,draw [20] draw,floorplans [20] floorplans,more Top Word Pairs in Tweet in G5:
[14] one,super [14] super,hilarious [14] hilarious,#digitaltransformation [14] #digitaltransformation,#innovation [14] #innovation,#covid_19 [14] #covid_19,richardturrin [14] richardturrin,psb_dc [14] psb_dc,leimer [14] leimer,efipm [14] efipm,nigelwalsh Top Word Pairs in Tweet in G6:
[21] digital,transformation [8] down,#digitaltransformation [6] #digitaltransformation,during [6] doubling,down [6] #digitaltransformation,projects [5] part,#digitaltransformation [5] #digitaltransformation,efforts [5] #digitaltransformation,journey [5] successful,#digitaltransformation [5] #digitaltransformation,requires Top Word Pairs in Tweet in G7:
[14] sweden,cashless [14] cashless,2023 [14] 2023,countries [14] countries,following [14] following,digital [14] digital,currency [14] currency,cash [14] cash,soon [13] jamesvgingerich,sweden [13] soon,ki Top Word Pairs in Tweet in G8:
[12] digital,transformation [10] co,creation [9] #digitaltransformation,#digitalworkplace [8] tipping,point [8] #digital,#digitaltransformation [7] businesses,approach [7] download,guide [7] #designthinking,#digital [7] #digitaltransformation,#digital [7] good,stuff Top Word Pairs in Tweet in G9:
[13] digital,transformation [11] presentation,chris_skinner [10] artificial,intelligence [9] jimmarous,'doing [9] 'doing,digital' [9] digital',book [9] book,introduction [9] introduction,keynote [9] keynote,presentation [9] chris_skinner,lessons Top Word Pairs in Tweet in G10:
[62] first,step [62] step,#digitaltransformation [62] #digitaltransformation,deciding [62] deciding,transform [62] transform,optimize [62] optimize,find [62] find,right [62] right,course [61] mscloud,first [61] course,organizatio Top Replied-To in Entire Graph:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: