The graph represents a network of 3,272 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, 26 January 2019 at 20:16 UTC.
The requested start date was Saturday, 26 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 12-day, 9-hour, 1-minute period from Sunday, 13 January 2019 at 15:58 UTC to Saturday, 26 January 2019 at 01:00 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 : 3272
Unique Edges : 6825
Edges With Duplicates : 3919
Total Edges : 10744
Number of Edge Types : 3
Mentions : 9889
Tweet : 790
Replies to : 65
Self-Loops : 790
Reciprocated Vertex Pair Ratio : 0.0277852711087132
Reciprocated Edge Ratio : 0.0540682414698163
Connected Components : 259
Single-Vertex Connected Components : 140
Maximum Vertices in a Connected Component : 2741
Maximum Edges in a Connected Component : 10045
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.873678
Graph Density : 0.000711969078491508
Modularity : 0.483582
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[539] iot,retailtech [519] retail,retailtech [390] retailtech,mt [380] evankirstel,ipfconline1 [374] future,retail [308] smart,grocery [305] new,way [304] way,smart [304] grocery,shop [277] ai,ar Top Word Pairs in Tweet in G1:
[510] iot,retailtech [387] retailtech,mt [377] evankirstel,ipfconline1 [326] future,retail [271] retail,powered [271] powered,ai [271] ai,ar [260] ar,iot [218] paula_piccard,future [216] retailtech,evankirstel Top Word Pairs in Tweet in G2:
[119] retail,retailtech [72] retailtech,retail [51] nrf2019,retailtech [46] check,out [34] retailtech,nodexl [32] nodexl,evankirstel [32] evankirstel,nrfbigshow [31] ecommerce,robotics [30] retail,brand [30] marketing,ecommerce Top Word Pairs in Tweet in G3:
[103] artificialintelligence,ai [101] tech,iot [101] ai,rajat_s [85] retail,retailtech [82] retailtech,tech [81] tech,artificialintelligence [80] rajat_shrimal,new [80] new,way [80] way,smart [80] smart,grocery Top Word Pairs in Tweet in G4:
[28] retail,retailtech [16] retailtech,retail [6] customerexperience,retailtech [6] 2019,retailtech [5] retailers,retailtech [5] customer,experience [5] retailtech,retailers [5] retail,tech [5] trends,watch [4] nrf2019,nrf19 Top Word Pairs in Tweet in G5:
[93] mobile,app [93] app,uses [93] uses,ar [93] ar,try [93] try,shoes [93] shoes,before [93] before,buy [93] buy,ar [93] ar,vr [93] vr,mr Top Word Pairs in Tweet in G6:
[52] retail,retailtech [36] retailtech,retailrealtalk [33] nrf2019,retailtech [24] retailtech,nrf2019 [24] retailtech,retail [21] podcast,generational [21] generational,loyalty [21] loyalty,ecommerce [21] ecommerce,matter [21] matter,glasheenjasmin1 Top Word Pairs in Tweet in G7:
[44] ai,innovation [42] innovation,tech [41] retail,retailtech [37] startups,ai [33] entrepreneur,enterprise [31] tech,success [29] enterprise,founder [29] success,technology [29] technology,iot [29] iot,marketing Top Word Pairs in Tweet in G8:
[67] booth,2437 [57] zappar,showing [57] showing,augmentedreality [57] augmentedreality,solutions [57] solutions,integrated [57] integrated,toshiba [57] toshiba,tcx [57] tcx,amplify [57] amplify,pos [57] pos,platform Top Word Pairs in Tweet in G9:
[33] retail,retailtech [16] omnichannel,blockchain [12] retailtech,b2b [11] c,commerce [10] trends,watch [8] omnichannel,b2b [8] omnichannel,influencermarketing [8] learn,prevent [8] prevent,those [8] those,debilitating Top Word Pairs in Tweet in G10:
[12] ust,smartops [11] experience,center [9] ust,global [9] global,partnership [8] nuggets,library [8] library,now [8] smartops,retail [7] edge,digital [7] retail,retailtech [7] booth,3301 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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