The graph represents a network of 2,595 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, 22 March 2019 at 07:01 UTC.
The requested start date was Thursday, 21 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, 53-minute period from Thursday, 07 March 2019 at 00:07 UTC to Thursday, 21 March 2019 at 00:00 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 : 2595
Unique Edges : 4135
Edges With Duplicates : 2183
Total Edges : 6318
Number of Edge Types : 3
Mentions : 5559
Tweet : 730
Replies to : 29
Self-Loops : 730
Reciprocated Vertex Pair Ratio : 0.0349027875380651
Reciprocated Edge Ratio : 0.0674513354459031
Connected Components : 244
Single-Vertex Connected Components : 121
Maximum Vertices in a Connected Component : 2107
Maximum Edges in a Connected Component : 5741
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.126874
Graph Density : 0.000656324139150225
Modularity : 0.535855
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[516] uses,deeplearning [431] retail,retailtech [413] innovation,tech [412] supplychain,retailtech [406] conveyor,belt [406] belt,omnidirectional [406] omnidirectional,change [406] change,shape [406] shape,size [405] size,supplychain Top Word Pairs in Tweet in G1:
[120] retail,retailtech [98] ai,artificialintelligence [94] uses,deeplearning [83] supplychain,retailtech [81] shopping,experience [81] retailtech,logistics [81] ai,iot [78] conveyor,belt [78] belt,omnidirectional [78] omnidirectional,change Top Word Pairs in Tweet in G2:
[199] uses,deeplearning [169] ai,artificialintelligence [166] shopping,experience [166] experience,easier [164] system,uses [164] deeplearning,make [164] make,shopping [102] easier,ai [102] artificialintelligence,automation [62] tech,iot Top Word Pairs in Tweet in G3:
[165] tech,iot [151] iot,ai [145] innovation,tech [107] uses,deeplearning [99] technology,innovation [98] ai,retailtech [95] smart,cart [95] cart,uses [95] deeplearning,enable [95] enable,pick Top Word Pairs in Tweet in G4:
[139] retailtech,logistics [138] conveyor,belt [138] belt,omnidirectional [138] omnidirectional,change [138] change,shape [138] shape,size [138] size,supplychain [137] supplychain,retailtech [137] logistics,robotics [137] robotics,ai Top Word Pairs in Tweet in G5:
[17] ecommerce,retailtech [11] retailtech,retailtechnology [11] iwd2019,10 [11] 10,women [11] women,leading [11] leading,way [11] ai,robotics [10] julez_norton,ocado's [10] ocado's,packing [10] packing,robot Top Word Pairs in Tweet in G6:
[20] retail,retailtech [6] retail,tech [6] iot,ai [5] technology,innovation [5] innovation,tech [5] retail,store [5] ecommerce,retailtech [5] retailtech,retailtrends [5] retailtrends,retailtech [5] retailtech,innovation Top Word Pairs in Tweet in G7:
[138] conveyor,belt [138] belt,omnidirectional [138] omnidirectional,change [138] change,shape [138] shape,size [137] size,supplychain [136] supplychain,retailtech [116] nathealings,conveyor [110] retailtech,logistics [109] logistics,robotics Top Word Pairs in Tweet in G8:
[38] retail,retailtech [14] check,out [13] store,experience [10] shoptalk,retail [9] more,retail [9] retailtech,retailindustry [8] future,retail [8] cx,retailtech [8] everyone,now [8] now,sees Top Word Pairs in Tweet in G9:
[31] grocery,store [30] trips,grocery [30] store,getting [30] getting,smarter [30] shopping,cart [30] cart,digitaltrends [30] digitaltrends,retailtech [29] smarter,shopping [26] ronald_vanloon,trips [24] vanguardsw,ronald_vanloon Top Word Pairs in Tweet in G10:
[77] startup,ai [76] entrepreneur,startup [76] ai,innovation [73] innovation,tech [70] tech,business [59] business,technology [57] ceo,ceos [57] ceos,cxo [57] cxo,radio [57] radio,tv Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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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: