The graph represents a network of 1,561 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, 03 May 2019 at 06:22 UTC.
The requested start date was Friday, 03 May 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 12-day, 22-hour, 45-minute period from Friday, 19 April 2019 at 01:12 UTC to Wednesday, 01 May 2019 at 23:58 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 : 1561
Unique Edges : 2175
Edges With Duplicates : 1547
Total Edges : 3722
Number of Edge Types : 3
Mentions : 3143
Replies to : 25
Tweet : 554
Self-Loops : 554
Reciprocated Vertex Pair Ratio : 0.0324846356453029
Reciprocated Edge Ratio : 0.0629251700680272
Connected Components : 153
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 1246
Maximum Edges in a Connected Component : 3313
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.052087
Graph Density : 0.000965850293204553
Modularity : 0.534618
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[214] #innovation,#robotics [184] #robot,evolved [184] evolved,efficient [184] efficient,#warehouse [184] #warehouse,worker [184] worker,#innovation [184] #robotics,#robots [180] #retail,#retailtech [157] #retailtech,#hrtech [146] #ai,#retailtech Top Word Pairs in Tweet in G1:
[209] #innovation,#robotics [180] #robot,evolved [180] evolved,efficient [180] efficient,#warehouse [180] #warehouse,worker [180] worker,#innovation [180] #robotics,#robots [154] #retailtech,#hrtech [127] #iot,#ai [120] #ai,#retailtech Top Word Pairs in Tweet in G2:
[63] #retail,#retailtech [33] vr,ar [30] ar,mass [30] mass,personalization [30] personalization,far [30] far,retail [30] retail,go [30] go,reinvent [30] reinvent,itself [30] itself,treasuredata Top Word Pairs in Tweet in G3:
[30] #retail,#retailtech [20] #retailtech,#retailtechnology [9] top,10 [8] five,retailers [8] retailers,innovative [8] innovative,right [8] right,now [7] recruiting,#marketing [7] #marketing,manager [7] manager,love Top Word Pairs in Tweet in G4:
[65] vladobotsvadze,future [54] 1,personalized [54] personalized,offerings [54] 2,significant [54] significant,automation [54] automation,less [54] less,job [54] job,3 [52] 10,years [52] years,now Top Word Pairs in Tweet in G5:
[21] #retail,#retailtech [8] #retailtech,#retailindustry [7] #ecommerce,#retailtech [7] more,#retail [6] #ecommerce,#ecommercenews [6] #ecommercenews,#retailtrends [6] #retailtrends,#ecommercetrends [5] customer,experience [5] daily,roundup [5] #ecommercetrends,#ecommerceindustry Top Word Pairs in Tweet in G6:
[10] #retailtech,#retaildesign [9] #retailexpo19,#retailtech [8] check,out [7] cutting,edge [7] out,#retailexpo19 [7] #retailexpo19,exhibitor [7] exhibitor,product [7] product,directories [7] directories,now [7] now,find Top Word Pairs in Tweet in G7:
[11] walmart,google [11] google,taking [11] taking,amazon [11] amazon,voice [11] voice,powered [11] powered,shopping [11] shopping,service [11] service,#voicefirst [11] #voicefirst,#digitalmarketing [8] glengilmore,walmart Top Word Pairs in Tweet in G8:
[18] up,join [18] join,uk [18] uk,france [18] france,#retail [18] #retail,night [18] 8,exciting [14] french,#retailtech [14] signed,up [12] bf_tech_uk,signed [11] hear,industry Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[15] new,ebook [11] ysance,mazeberry_fr [11] mazeberry_fr,#retail [9] ebook,rassemblée [9] rassemblée,ici [9] ici,une [9] une,année [9] année,d'idées [9] d'idées,radicales [9] radicales,prises 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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