The graph represents a network of 4,115 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 Saturday, 06 July 2019 at 12:51 UTC.
The requested start date was Friday, 05 July 2019 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, 12-hour, 26-minute period from Tuesday, 02 July 2019 at 20:54 UTC to Thursday, 04 July 2019 at 09:20 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 : 4115
Unique Edges : 6099
Edges With Duplicates : 2977
Total Edges : 9076
Number of Edge Types : 3
Tweet : 1599
Mentions : 7439
Replies to : 38
Self-Loops : 1599
Reciprocated Vertex Pair Ratio : 0.0261701056869653
Reciprocated Edge Ratio : 0.0510053948013732
Connected Components : 826
Single-Vertex Connected Components : 437
Maximum Vertices in a Connected Component : 2355
Maximum Edges in a Connected Component : 7054
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.235301
Graph Density : 0.00036133027666546
Modularity : 0.549008
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[331] digital,transformation [263] gt,gt [249] â,â [183] à,à [134] ðÿ,ðÿ [134] #iot,#ai [129] #ai,#artificialintelligence [118] #ai,#iot [106] #digitaltransformation,#innovation [95] #digitaltransformation,#ai Top Word Pairs in Tweet in G1:
[196] gt,gt [83] #internetofthings,#iot [81] #ai,#iot [80] #iot,#internetofthings [78] #iot,#ai [67] remote,controlled [67] controlled,insect [67] insect,incredibly [67] incredibly,realistic [66] realistic,intheknow Top Word Pairs in Tweet in G2:
[141] â,â [71] data,science [61] link,gt [53] digital,transformation [48] #fund,#distributors [47] award,#regtechðÿ [45] science,capabilities [45] capabilities,venn [45] venn,diagram [45] diagram,identifies Top Word Pairs in Tweet in G4:
[106] digital,transformation [39] passle,timothy_hughes [27] â,â [26] #technology,#innovation [23] #artificialintelligence,#machinelearning [22] itâ,s [22] #innovation,#digitaltransformation [22] #digital,#digitaltransformation [21] timothy_hughes,dlaignite [21] #machinelearning,#technology Top Word Pairs in Tweet in G3:
[183] à,à [41] digital,transformation [20] gt,gt [18] find,out [17] ˆà,à [16] à,ˆà [15] read,more [14] https,t [14] t,co [14] becoming,data Top Word Pairs in Tweet in G5:
[47] ðÿ,ðÿ [38] #ai,#artificialintelligence [36] #iot,#m2m [34] #machinelearning,#bigdata [30] #artificialintelligence,#machinelearning [26] #bigdata,#digitaltransformation [23] #iot,#ai [22] ðÿ,ªðÿ [22] ªðÿ,º [20] eu2019fi's,digital Top Word Pairs in Tweet in G6:
[17] â,ï [12] ðÿ,ðÿ [7] ðÿ,â [7] âš,ï [7] #digitaltransformation,cc [6] micromobility,finally [6] finally,here [6] here,become [6] become,even [6] even,more Top Word Pairs in Tweet in G7:
[6] world,economic [6] economic,forum [6] gt,gt [4] 30,emerging [4] emerging,technologies [4] technologies,growth [4] growth,rates [4] rates,#digitaltransformation [4] #digitaltransformation,#innovation [4] #digitaltransformation,danielnewmanuv Top Word Pairs in Tweet in G8:
[32] porschelab,director [32] director,anja_hendel [32] anja_hendel,talks [22] time,reinvent [22] reinvent,wheel [22] wheel,porschelab [22] talks,self [22] self,driving [22] driving,cars [22] cars,ai Top Word Pairs in Tweet in G9:
[8] ãˆ,ormai [8] ormai,chiaro [8] chiaro,che [8] che,#digitaltransformation [8] #digitaltransformation,passa [8] passa,dal [8] dal,#cloud [8] #cloud,ma [8] ma,come [8] come,conosciamo Top Word Pairs in Tweet in G10:
[46] lack,ceo [46] ceo,sponsorship [46] sponsorship,talent [46] talent,deficiency [46] deficiency,resistance [46] resistance,change [46] change,want [46] want,rethink [45] masergy,lack [45] rethink,#digitaltransfoâ Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G4:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G4:
Top Tweeters in G3:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: