The graph represents a network of 1,456 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 Saturday, 20 July 2019 at 06:21 UTC.
The requested start date was Friday, 19 July 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, 53-minute period from Friday, 05 July 2019 at 00:07 UTC to Friday, 19 July 2019 at 00:01 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 : 1456
Unique Edges : 1765
Edges With Duplicates : 1478
Total Edges : 3243
Number of Edge Types : 3
Mentions : 2589
Tweet : 637
Replies to : 17
Self-Loops : 637
Reciprocated Vertex Pair Ratio : 0.0466407551360355
Reciprocated Edge Ratio : 0.0891246684350133
Connected Components : 225
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 929
Maximum Edges in a Connected Component : 2477
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.214189
Graph Density : 0.000889788905252823
Modularity : 0.509921
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[155] #retail,#retailtech [103] #retailtech,#retail [82] https,t [82] t,co [81] #retailtech,#ecommerce [76] #innovation,#tech [76] #ai,#retailtech [71] #startup,#ai [68] #entrepreneur,#startup [66] #ai,#innovation Top Word Pairs in Tweet in G1:
[43] #retail,#retailtech [33] https,t [33] t,co [24] #retailtech,#retail [24] #aneeshnair,#retailtech [17] check,out [16] retail,technology [15] learn,more [13] #retailtech,#retailers [12] #retailtech,aneeshnair Top Word Pairs in Tweet in G2:
[32] #retailtech,#ecommerce [24] fedex,deliver [24] deliver,packages [24] packages,#autonomous [24] #autonomous,#robots [24] #robots,#retailtech [24] #ecommerce,#sensors [24] #sensors,#iot [24] #iot,mikequindazzi [23] enricomolinari,fedex Top Word Pairs in Tweet in G3:
[64] #ai,#retailtech [63] #innovation,#robotics [63] #robotics,#robots [61] #robot,evolved [61] evolved,efficient [61] efficient,#warehouse [61] #warehouse,worker [61] worker,#innovation [52] paula_piccard,#robot [48] #iot,#ai Top Word Pairs in Tweet in G4:
[26] #ecommerce,#retailtech [21] #retailtech,#retailtechnology [16] #retailtech,#ecommerce [15] 5,ways [15] ways,retailers [15] retailers,gearing [15] gearing,up [15] up,new [15] new,generation [13] tech,natives Top Word Pairs in Tweet in G5:
[37] avanco,hear [37] #google,#earbuds [37] #earbuds,#android [37] #android,#news [37] #news,#business [37] #earphones,#headphones [37] #headphones,#retailtech [31] #retailtech,#news [29] #retail,#retailtech [24] hear,#google Top Word Pairs in Tweet in G6:
[37] https,t [37] t,co [25] #ar,#vr [25] #vr,gets [25] gets,real [25] real,4 [25] 4,promising [25] promising,pilots [25] pilots,#augmentedreality [25] #augmentedreality,#virtualreality Top Word Pairs in Tweet in G7:
[7] follow,new [7] new,account [7] account,theretailexpo [7] theretailexpo,content [7] content,news [7] news,updates [7] updates,more [7] more,retail [7] retail,industry [7] industry,#retailexpo20 Top Word Pairs in Tweet in G8:
[62] #startup,#ai [57] #entrepreneur,#startup [55] #tech,#business [54] #business,#technology [53] #technology,#iot [51] #ai,#innovation [48] #iot,#marketing [48] #innovation,#tech [45] #marketing,#retailtech [45] #venturecapital,#bigdata Top Word Pairs in Tweet in G9:
[8] gitex,future [8] future,stars [7] find,next [7] next,big [7] big,#retailtech [7] #retailtech,#startup [7] press,check [7] check,out [7] out,lsa_cc [7] lsa_cc,selection Top Word Pairs in Tweet in G10:
[3] ceo,glaser [3] glaser,roi [3] roi,retailers [3] retailers,see [3] see,partnering [3] partnering,#grabango [3] #grabango,grabango [3] grabango,getting [3] getting,improved [3] improved,customer Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: