The graph represents a network of 1,405 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 Thursday, 25 April 2019 at 07:00 UTC.
The requested start date was Thursday, 25 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, 23-hour, 19-minute period from Thursday, 11 April 2019 at 00:25 UTC to Wednesday, 24 April 2019 at 23:45 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 : 1405
Unique Edges : 1874
Edges With Duplicates : 1439
Total Edges : 3313
Number of Edge Types : 3
Tweet : 571
Mentions : 2717
Replies to : 25
Self-Loops : 571
Reciprocated Vertex Pair Ratio : 0.0309017223910841
Reciprocated Edge Ratio : 0.0599508599508599
Connected Components : 159
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 1064
Maximum Edges in a Connected Component : 2849
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.273033
Graph Density : 0.00103162291774391
Modularity : 0.543182
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[173] #retail,#retailtech [141] #robot,evolved [141] evolved,efficient [141] efficient,#warehouse [141] #warehouse,worker [141] worker,#innovation [141] #innovation,#robotics [141] #robotics,#robots [128] https,t [127] t,co Top Word Pairs in Tweet in G1:
[132] #robot,evolved [132] evolved,efficient [132] efficient,#warehouse [132] #warehouse,worker [132] worker,#innovation [132] #innovation,#robotics [132] #robotics,#robots [92] #iot,#ai [87] #retailtech,#hrtech [80] #ai,#retailtech Top Word Pairs in Tweet in G2:
[44] #retail,#retailtech [31] https,t [31] t,co [31] vr,ar [28] ar,mass [28] mass,personalization [28] personalization,far [28] far,retail [28] retail,go [28] go,reinvent Top Word Pairs in Tweet in G3:
[12] #retailtech,#retailtechnology [7] five,retailers [7] retailers,innovative [7] innovative,right [7] right,now [7] #ecommerce,#retailtech [7] supply,chain [6] now,madedotcom [6] madedotcom,ao [6] ao,mec Top Word Pairs in Tweet in G4:
[76] https,t [75] t,co [51] #cio,#cto [50] #cto,#cdo [20] #cdo,#ciso [18] top,challenges [16] challenges,#blockchain [16] #blockchain,adoption [16] adoption,#ecommerce [16] #ecommerce,9 Top Word Pairs in Tweet in G5:
[12] #retail,#retailtech [6] #retailtech,#retail [6] retail,technology [5] #ai,#retailtech [5] neu,mir [4] sports,sponsorship [3] sign,up [3] #technology,#retailtech [3] #ai,#innovation [3] location,insider Top Word Pairs in Tweet in G6:
[10] #retailexpo19,#retailtech [10] 1,2 [10] bf_techservices,#retailtech [9] #retail,#retailtech [9] shortlist,2019 [9] innovation,awards [9] vectaury_fr,pour [8] 2019,innovation [7] check,out [7] 2,3 Top Word Pairs in Tweet in G7:
[11] #retail,#retailtech [6] #retailtech,solutions [6] solutions,guide [6] check,out [6] underarmour,weaving [6] weaving,#customer [6] #customer,#reviews [6] #reviews,instagram [6] instagram,stories [6] stories,e Top Word Pairs in Tweet in G8:
[22] #customerexperience,#retailtech [19] retail,dead [19] dead,changing [19] changing,#customerexperience [19] #retailtech,#retailtrends [13] retexperience,retail [13] check,out [9] 3,ways [9] ways,iot [9] iot,impacting Top Word Pairs in Tweet in G9:
[52] #entrepreneur,#founder [52] #startup,#ai [50] #founder,#startup [44] #ai,#innovation [44] #innovation,#tech [42] #tech,#business [30] #business,#technology [30] #technology,#iot [25] #iot,#marketing [25] #marketing,#retailtech Top Word Pairs in Tweet in G10:
[18] projet,fou [18] fou,d'#amazon [18] d'#amazon,pour [18] pour,vous [18] vous,livrer [18] livrer,toujours [18] toujours,plus [18] plus,vite [18] vite,#drones [18] #drones,#retailtech Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: