The graph represents a network of 1,785 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, 12 January 2019 at 00:15 UTC.
The requested start date was Friday, 11 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, 23-hour, 50-minute period from Friday, 28 December 2018 at 01:01 UTC to Friday, 11 January 2019 at 00:52 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 : 1785
Unique Edges : 2772
Edges With Duplicates : 1588
Total Edges : 4360
Number of Edge Types : 3
Mentions : 3696
Tweet : 641
Replies to : 23
Self-Loops : 641
Reciprocated Vertex Pair Ratio : 0.0367621067515023
Reciprocated Edge Ratio : 0.0709171496760996
Connected Components : 217
Single-Vertex Connected Components : 141
Maximum Vertices in a Connected Component : 1422
Maximum Edges in a Connected Component : 3920
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.432549
Graph Density : 0.000921041062164776
Modularity : 0.534855
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[575] gt,gt [307] retail,retailtech [241] robot,feed [241] feed,entertain [241] entertain,monitor [241] monitor,dog [241] dog,out [241] out,house [239] house,innovation [211] bicycle,innovation Top Word Pairs in Tweet in G1:
[215] robot,feed [215] feed,entertain [215] entertain,monitor [215] monitor,dog [215] dog,out [215] out,house [214] house,innovation [191] bicycle,innovation [191] innovation,unfolds [191] unfolds,turn Top Word Pairs in Tweet in G2:
[554] gt,gt [79] 20,internet [79] internet,giants [79] giants,rule [79] rule,web [79] web,gt [79] gt,visualcap [79] visualcap,mikequindazzi [79] mikequindazzi,gt [79] gt,retailtech Top Word Pairs in Tweet in G3:
[113] retail,retailtech [49] nrf2019,retail [45] retailtech,retail [44] ces2019,nrf2019 [39] brand,marketing [39] ecommerce,robotics [38] marketing,ecommerce [38] retail,brand [37] robotics,ar [30] microsoft,kroger Top Word Pairs in Tweet in G4:
[21] retail,retailtech [7] retailtech,retailers [6] customer,experience [5] retailtech,retail [5] 2019,retail [4] e,commerce [4] 2019,retailtech [4] ai,retailtech [4] digitalsignage,retailtech [4] learn,more Top Word Pairs in Tweet in G5:
[21] cstorenews_,credit [11] retailtech,retail [9] ces2019â,â [8] cpg,fmcg [7] machine,learning [7] credit,verizon [7] verizon,1967 [7] 1967,thousands [7] thousands,technologies [7] technologies,products Top Word Pairs in Tweet in G6:
[15] retailtech,retailtechnology [10] ecommerce,retailtech [10] ceo,david [9] retail,tech [8] tech,companies [7] companies,watch [7] watch,out [7] out,2019 [7] 2019,retailtech [7] top,10 Top Word Pairs in Tweet in G7:
[49] retail,retailtech [20] omnichannel,blockchain [15] check,out [14] gt,omnichannel [12] omnichannel,retail [12] retailer,brand [12] brand,capitalize [12] capitalize,creating [12] creating,trustworthy [12] trustworthy,relationship Top Word Pairs in Tweet in G8:
[74] ceo,cxo [74] cxo,radio [74] radio,tv [74] tv,csuite [74] csuite,vc [74] vc,privateequity [74] privateequity,media [74] media,fintech [74] fintech,retailtech [63] chiefexecutive,f500 Top Word Pairs in Tweet in G9:
[50] entrepreneur,startups [49] ai,innovation [49] innovation,tech [48] startups,enterprise [47] tech,success [46] enterprise,ai [33] success,technology [32] retail,retailtech [30] technology,iot [30] iot,marketing Top Word Pairs in Tweet in G10:
[10] retail,retailtech [7] retailtech,retail [5] ios,based [5] booth,1240 [5] looking,forward [5] bring,retail [5] retailtech,amazon [4] zalando,fighting [4] fighting,amazon [4] amazon,building Top Replied-To in Entire Graph:
Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: