The graph represents a network of 2,760 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 Wednesday, 06 February 2019 at 08:51 UTC.
The requested start date was Wednesday, 06 February 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, 23-hour, 50-minute period from Wednesday, 23 January 2019 at 01:03 UTC to Wednesday, 06 February 2019 at 00:54 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 : 2760
Unique Edges : 5516
Edges With Duplicates : 3622
Total Edges : 9138
Number of Edge Types : 3
Mentions : 8405
Tweet : 689
Replies to : 44
Self-Loops : 689
Reciprocated Vertex Pair Ratio : 0.0333771785596843
Reciprocated Edge Ratio : 0.0645982498011138
Connected Components : 236
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 2243
Maximum Edges in a Connected Component : 8504
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.648245
Graph Density : 0.000825362056195534
Modularity : 0.448746
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[570] tech,iot [377] future,retail [371] ai,retailtech [319] retail,retailtech [279] robotics,retailtech [279] iot,retailtech [269] iot,ai [265] innovation,robotics [262] robots,working [233] robotics,tech Top Word Pairs in Tweet in G1:
[227] iot,retailtech [196] future,retail [170] powered,ai [170] ai,ar [169] retail,powered [169] ar,iot [160] evankirstel,ipfconline1 [156] ai,retailtech [133] pff19,bnppevent [123] ai,robotics Top Word Pairs in Tweet in G2:
[110] retail,retailtech [42] check,out [39] future,retail [23] retail,technology [22] learn,more [21] retail,tech [21] cx,retailtech [21] podcast,generational [21] generational,loyalty [21] loyalty,ecommerce Top Word Pairs in Tweet in G3:
[151] robots,working [122] robotics,retailtech [120] amazon's,warehouse [120] warehouse,robots [120] working,soon [120] soon,hit [120] hit,'order' [120] 'order',button [119] button,robotics [114] retailtech,ai Top Word Pairs in Tweet in G4:
[306] tech,iot [151] innovation,robotics [127] robotics,tech [105] iot,ai [96] innovation,tech [77] ai,retailtech [67] innovation,ar [67] ar,vr [66] augmentedreality,change [66] change,computer Top Word Pairs in Tweet in G5:
[94] retailtech,logistics [81] logistics,robotics [81] robotics,ai [79] conveyor,belt [79] belt,omnidirectional [79] omnidirectional,change [79] change,shape [79] shape,size [79] size,supplychain [79] supplychain,retailtech Top Word Pairs in Tweet in G6:
[21] retail,retailtech [8] retailtech,retail [6] future,retail [6] customerexperience,retailtech [5] gt,gt [5] retail,technology [4] retailtech,cx [4] check,out [4] retail,landscape [4] retailtech,bopis Top Word Pairs in Tweet in G7:
[71] fintech,retailtech [70] ceo,cxo [70] cxo,radio [70] radio,tv [70] tv,csuite [70] csuite,vc [70] vc,privateequity [70] privateequity,media [70] media,fintech [70] retailtech,corpgov Top Word Pairs in Tweet in G8:
[30] retail,retailtech [11] nrf,big [11] big,show [11] catch,up [9] up,missed [9] missed,nrf2019 [9] take,deep [9] deep,dive [8] hottest,trends [7] evankirstel,warby Top Word Pairs in Tweet in G9:
[9] evankirstel,future [9] future,retail [9] retail,display [9] display,nrf2019 [9] nrf2019,customerexperience [9] customerexperience,retailrealtalk [9] retailrealtalk,cx [9] cx,retailtech [8] retailtech,nrf2019 [6] retailtech,startup Top Word Pairs in Tweet in G10:
[43] engineering,design [42] bicycle,innovation [42] innovation,unfolds [42] unfolds,turn [42] turn,cargo [42] cargo,bike [42] bike,tech [42] tech,engineering [42] design,transportation [42] transportation,retailtech Top Replied-To in Entire Graph:
Top Replied-To in G2:
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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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: