The graph represents a network of 2,772 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, 16 March 2019 at 19:01 UTC.
The requested start date was Saturday, 16 March 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, 46-minute period from Saturday, 02 March 2019 at 00:11 UTC to Friday, 15 March 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 : 2772
Unique Edges : 5295
Edges With Duplicates : 2963
Total Edges : 8258
Number of Edge Types : 3
Replies to : 27
Mentions : 7489
Tweet : 742
Self-Loops : 742
Reciprocated Vertex Pair Ratio : 0.0366519823788546
Reciprocated Edge Ratio : 0.0707122216556179
Connected Components : 268
Single-Vertex Connected Components : 131
Maximum Vertices in a Connected Component : 2181
Maximum Edges in a Connected Component : 7527
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.034843
Graph Density : 0.000765894757233624
Modularity : 0.515585
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[532] tech,iot [463] retail,retailtech [450] uses,deeplearning [400] iot,ai [378] ai,retailtech [353] innovation,tech [326] ai,artificialintelligence [308] retailtech,logistics [302] robotics,ai [291] supplychain,retailtech Top Word Pairs in Tweet in G1:
[242] tech,iot [178] iot,ai [160] uses,deeplearning [149] retailtech,logistics [146] robotics,ai [137] robots,tech [137] ai,retailtech [133] conveyor,belt [133] belt,omnidirectional [133] omnidirectional,change Top Word Pairs in Tweet in G2:
[172] evankirstel,ipfconline1 [146] ai,artificialintelligence [126] retailtech,evankirstel [118] ai,targets [118] targets,shoplifters [118] shoplifters,computervision [118] computervision,retailtech [117] uses,deeplearning [116] ipfconline1,haroldsinnott [105] ai,robotics Top Word Pairs in Tweet in G3:
[132] retail,retailtech [34] shoptalk,retail [31] retailtech,retail [18] check,out [18] aneeshnair,retailtech [17] https,t [17] new,retail [16] ai,retailtech [15] t,co [15] shoptalk,2019 Top Word Pairs in Tweet in G4:
[20] https,t [20] t,co [19] ecommerce,retailtech [19] uses,deeplearning [17] ai,artificialintelligence [16] system,uses [16] deeplearning,make [16] make,shopping [16] shopping,experience [16] experience,easier Top Word Pairs in Tweet in G5:
[145] tech,iot [103] iot,ai [102] innovation,tech [99] ai,retailtech [95] uses,deeplearning [94] technology,innovation [92] smart,cart [92] cart,uses [92] deeplearning,enable [92] enable,pick Top Word Pairs in Tweet in G6:
[25] retail,retailtech [9] retail,tech [8] e,commerce [8] ecommerce,onlineshopping [7] onlineshopping,webstore [6] tech,technology [5] ecommerce,retailtech [5] retailtech,retailtrends [5] webstore,retail [5] technology,innovation Top Word Pairs in Tweet in G7:
[93] ceo,ceos [93] ceos,cxo [93] cxo,radio [93] radio,tv [93] tv,csuite [93] csuite,vc [93] vc,privateequity [93] privateequity,media [93] media,fintech [93] fintech,retailtech Top Word Pairs in Tweet in G8:
[81] retailtech,logistics [80] conveyor,belt [80] belt,omnidirectional [80] omnidirectional,change [80] change,shape [80] shape,size [80] size,supplychain [80] supplychain,retailtech [80] logistics,robotics [80] robotics,ai Top Word Pairs in Tweet in G9:
[23] bf_dach,flashback [23] flashback,retailtechtour [23] retailtechtour,2019 [14] l'après,midi [14] midi,frenchtech [14] frenchtech,à [14] à,ho [14] ho,chi [14] chi,minh [14] minh,ville Top Word Pairs in Tweet in G10:
[43] ai,artificialintelligence [42] uses,deeplearning [41] system,uses [41] deeplearning,make [41] make,shopping [41] shopping,experience [41] experience,easier [41] easier,video [41] video,ai [41] artificialintelligence,foodtech 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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