The graph represents a network of 1,481 Twitter users whose tweets in the requested range contained "#retailtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 10 April 2019 at 07:00 UTC.
The requested start date was Wednesday, 10 April 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 22-hour, 56-minute period from Wednesday, 27 March 2019 at 00:44 UTC to Tuesday, 09 April 2019 at 23:40 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 : 1481
Unique Edges : 1849
Edges With Duplicates : 1208
Total Edges : 3057
Number of Edge Types : 3
Mentions : 2443
Tweet : 583
Replies to : 31
Self-Loops : 583
Reciprocated Vertex Pair Ratio : 0.0413756045137023
Reciprocated Edge Ratio : 0.0794633642930857
Connected Components : 210
Single-Vertex Connected Components : 102
Maximum Vertices in a Connected Component : 1003
Maximum Edges in a Connected Component : 2442
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.020975
Graph Density : 0.000884172491194773
Modularity : 0.585998
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[214] #retail,#retailtech [107] https,t [107] t,co [66] #retailtech,#retail [54] #supplychain,#retailtech [54] #ecommerce,#retail [53] #robotics,#ai [51] #retailtech,#logistics [51] #ai,#innovation [51] #ai,#iot Top Word Pairs in Tweet in G1:
[55] #retail,#retailtech [47] #entrepreneur,#startup [47] #startup,#ai [47] #ai,#innovation [43] #innovation,#tech [35] #tech,#business [35] #business,#technology [34] #technology,#iot [30] https,t [30] t,co Top Word Pairs in Tweet in G2:
[65] https,t [65] t,co [26] #cio,#cdo [25] #cdo,#ciso [19] #cio,#cto [18] #coding,#blockchain [18] #blockchain,top [18] top,5 [18] 5,#programming [18] #programming,#languages Top Word Pairs in Tweet in G3:
[47] #supplychain,#retailtech [47] #retailtech,#logistics [47] #logistics,#robotics [47] #robotics,#ai [46] conveyor,belt [46] belt,omnidirectional [46] omnidirectional,change [46] change,shape [46] shape,size [46] size,#supplychain Top Word Pairs in Tweet in G4:
[21] #retail,#retailtech [8] #retailtech,#retail [8] disruptive,retail [6] ðÿ,ðÿ [5] #customerexperience,#retailtech [4] check,out [4] #innovation,#technology [4] jeff,bezos [4] bezos,empire [4] empire,one Top Word Pairs in Tweet in G5:
[25] les,retailers [21] retailers,contre [21] contre,attaquent [13] au,salon [13] à,#taïwan [13] #taïwan,avec [13] avec,une [13] une,74 [13] 74,entre [13] entre,2011 Top Word Pairs in Tweet in G6:
[33] #retail,#retailtech [24] #tokyo,based [24] based,startup [24] startup,vaak [24] vaak,developed [24] developed,ai [24] ai,software [24] software,detect [24] detect,shoplifting [24] shoplifting,before Top Word Pairs in Tweet in G7:
[7] #retailtech,#cx [6] customer,experience [5] #retail,#retailtech [5] examining,customer [5] experience,challenges [5] challenges,retail [5] retail,voice [5] voice,technology [5] technology,#commerce [5] #commerce,#retailtech Top Word Pairs in Tweet in G8:
[36] smart,shopping [36] shopping,automation [36] automation,now [36] now,more [36] more,buzzword [36] buzzword,retail [36] retail,#infographic [36] #infographic,link [36] link,gt [16] gt,raconteu Top Word Pairs in Tweet in G9:
[5] 40,adults [5] adults,u [5] u,s [5] s,use [5] use,voice [5] voice,search [5] search,once [5] once,day [5] day,chris [5] chris,haynes Top Word Pairs in Tweet in G10:
[9] katie,finnegan [7] #retail,#retailtech [5] robots,coming [5] coming,engaging [5] engaging,jobs [5] jobs,retail [5] retail,#walmart [5] #walmart,#retailtech [5] 29th,annual [5] walmart,s 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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