The graph represents a network of 1,274 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, 05 January 2019 at 00:15 UTC.
The requested start date was Friday, 04 January 2019 at 01:01 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, 44-minute period from Friday, 21 December 2018 at 02:14 UTC to Friday, 04 January 2019 at 00:58 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 : 1274
Unique Edges : 1926
Edges With Duplicates : 1040
Total Edges : 2966
Number of Edge Types : 3
Mentions : 2442
Tweet : 510
Replies to : 14
Self-Loops : 510
Reciprocated Vertex Pair Ratio : 0.0361323155216285
Reciprocated Edge Ratio : 0.0697445972495088
Connected Components : 131
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 1017
Maximum Edges in a Connected Component : 2637
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.234347
Graph Density : 0.00125539369170836
Modularity : 0.540497
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[194] retail,retailtech [160] retailtech,retail [152] warehouse,run [152] run,60 [136] marketing,ecommerce [135] iot,ai [130] tech,iot [126] brand,marketing [125] ecommerce,robotics [122] retail,brand Top Word Pairs in Tweet in G1:
[88] retailtech,retail [81] marketing,ecommerce [74] ecommerce,robotics [74] brand,marketing [72] retail,brand [69] robotics,ar [62] retailtech,5g [60] j,6 [60] 5g,ia [58] jblefevre60,j Top Word Pairs in Tweet in G2:
[113] tech,iot [113] iot,ai [75] robot,feed [75] feed,entertain [75] entertain,monitor [75] monitor,dog [75] dog,out [75] out,house [75] house,innovation [75] innovation,robotics Top Word Pairs in Tweet in G3:
[70] watch,happens [70] happens,place [70] place,order [70] order,warehouse [70] warehouse,run [70] run,60 [70] 60,ultra [70] ultra,efficient [70] efficient,robots [70] robots,artificialintelligence Top Word Pairs in Tweet in G4:
[75] smart,shopping [75] shopping,automation [72] automation,now [72] now,more [72] more,buzzword [72] buzzword,retail [69] retail,infographic [63] gt,gt [62] infographic,link [62] link,gt Top Word Pairs in Tweet in G5:
[14] retail,retailtech [5] digital,transformation [5] 2019,retail [5] e,commerce [5] ecommerce,onlineshopping [5] onlineshopping,webstore [4] new,e [3] participate,survey [3] customer,experience [3] retailmarketing,retailtech Top Word Pairs in Tweet in G6:
[46] retailtech,retail [42] brand,marketing [42] marketing,ecommerce [41] retail,brand [41] robotics,ar [39] ecommerce,robotics [37] retail,retailtech [31] smart,shopping [31] shopping,automation [31] automation,now Top Word Pairs in Tweet in G7:
[20] christmas,shoppers [20] shoppers,love [20] love,socialmedia [20] brands,retailers [19] retailers,retailtech [19] mvollmer1,mikequindazzi [19] mikequindazzi,amazongo [19] amazongo,another [19] another,competitor [19] competitor,alibaba Top Word Pairs in Tweet in G8:
[10] store,experience [8] tech,companies [8] companies,watch [7] ai,ml [6] retailtech,investment [6] investment,starting [6] starting,increasingly [6] increasingly,focus [6] focus,store [6] experience,drive Top Word Pairs in Tweet in G9:
[82] radio,tv [82] tv,csuite [82] csuite,vc [82] vc,privateequity [82] privateequity,media [82] media,fintech [82] fintech,retailtech [80] cxo,radio [80] retailtech,founder [80] founder,corpgov Top Word Pairs in Tweet in G10:
[11] retail,retailtech [7] retail,technology [4] nrf2019,retail [4] solutions,guide [3] research,mastering [3] mastering,power [3] power,synchronized [3] synchronized,retailing [3] retailing,retail [3] 2019,retail Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
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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: