The graph represents a network of 1,446 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 Friday, 12 April 2019 at 06:22 UTC.
The requested start date was Friday, 12 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, 41-minute period from Friday, 29 March 2019 at 00:18 UTC to Thursday, 11 April 2019 at 23:00 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 : 1446
Unique Edges : 1786
Edges With Duplicates : 1137
Total Edges : 2923
Number of Edge Types : 3
Tweet : 556
Mentions : 2339
Replies to : 28
Self-Loops : 556
Reciprocated Vertex Pair Ratio : 0.0410882842865075
Reciprocated Edge Ratio : 0.0789333333333333
Connected Components : 196
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 967
Maximum Edges in a Connected Component : 2244
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.659472
Graph Density : 0.000897356745969073
Modularity : 0.59075
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[225] #retail,#retailtech [114] https,t [114] t,co [80] #tokyo,based [80] based,startup [80] startup,vaak [80] vaak,developed [80] developed,ai [80] ai,software [80] software,detect Top Word Pairs in Tweet in G1:
[50] #retail,#retailtech [31] https,t [31] t,co [26] #ecommerce,#retail [25] #aneeshnair,#retailtech [21] vr,ar [21] ar,mass [21] mass,personalization [21] personalization,far [21] far,retail Top Word Pairs in Tweet in G2:
[72] https,t [72] t,co [26] #cio,#cdo [25] #cdo,#ciso [20] #cio,#cto [19] #cto,#cdo [18] #coding,#blockchain [18] #blockchain,top [18] top,5 [18] 5,#programming Top Word Pairs in Tweet in G3:
[39] #supplychain,#retailtech [39] #retailtech,#logistics [39] #logistics,#robotics [39] #robotics,#ai [38] conveyor,belt [38] belt,omnidirectional [38] omnidirectional,change [38] change,shape [38] shape,size [38] size,#supplychain Top Word Pairs in Tweet in G4:
[74] #tokyo,based [74] based,startup [74] startup,vaak [74] vaak,developed [74] developed,ai [74] ai,software [74] software,detect [74] detect,shoplifting [74] shoplifting,before [74] before,occurs Top Word Pairs in Tweet in G5:
[29] #retail,#retailtech [10] #retailtech,#retailindustry [10] more,#retail [10] #ecommerce,#ecommercenews [8] #retailtech,#retail [8] disruptive,retail [7] #ecommercenews,#retailtrends [6] ðÿ,ðÿ [5] #customerexperience,#retailtech [5] #retail,#ecommerce Top Word Pairs in Tweet in G6:
[27] #entrepreneur,#startup [27] #startup,#ai [26] #ai,#innovation [23] #innovation,#tech [22] #tech,#business [22] #business,#technology [21] #technology,#iot [20] #iot,#marketing [18] #venturecapital,#bigdata [15] #retailtech,#investingnews Top Word Pairs in Tweet in G7:
[39] smart,shopping [39] shopping,automation [39] automation,now [39] now,more [39] more,buzzword [39] buzzword,retail [39] retail,#infographic [39] #infographic,link [39] link,gt [17] gt,raconteu Top Word Pairs in Tweet in G8:
[15] à,#taïwan [15] #taïwan,avec [15] avec,une [15] une,74 [15] 74,entre [15] entre,2011 [15] 2011,2016 [15] 2016,coup [15] coup,projecteur [15] projecteur,sur Top Word Pairs in Tweet in G9:
[10] #retail,#retailtech [9] katie,finnegan [6] latest,#retailtech [6] #retailtech,solutions [6] solutions,guide [6] guide,out [6] out,envistaspplychn [6] envistaspplychn,vargosolutions [6] vargosolutions,#supplychain [5] walmart,s Top Word Pairs in Tweet in G10:
[3] #retailers,acquiring [3] acquiring,#retailtech [3] #retailtech,companies [3] companies,breakneck [3] breakneck,speed [3] speed,hint [3] hint,people [3] 6,#retailers [3] #retailers,think [3] think,lagging 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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