The graph represents a network of 1,369 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, 05 January 2019 at 21:28 UTC.
The requested start date was Saturday, 05 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, 45-minute period from Saturday, 22 December 2018 at 01:09 UTC to Saturday, 05 January 2019 at 00:55 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 : 1369
Unique Edges : 2041
Edges With Duplicates : 1122
Total Edges : 3163
Number of Edge Types : 3
Mentions : 2631
Tweet : 518
Replies to : 14
Self-Loops : 518
Reciprocated Vertex Pair Ratio : 0.0327324478178368
Reciprocated Edge Ratio : 0.0633899862195682
Connected Components : 128
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 1114
Maximum Edges in a Connected Component : 2834
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.33818
Graph Density : 0.00116243555077125
Modularity : 0.537062
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[197] retail,retailtech [155] warehouse,run [155] run,60 [147] retailtech,retail [143] iot,ai [138] tech,iot [127] marketing,ecommerce [124] robot,feed [124] feed,entertain [124] entertain,monitor Top Word Pairs in Tweet in G1:
[110] robot,feed [110] feed,entertain [110] entertain,monitor [110] monitor,dog [110] dog,out [110] out,house [110] house,innovation [86] iot,ai [82] tech,iot [81] innovation,robotics Top Word Pairs in Tweet in G2:
[45] mikequindazzi,amazongo [45] amazongo,another [45] another,competitor [45] competitor,alibaba [45] alibaba,opened [45] opened,retail [43] mvollmer1,mikequindazzi [40] retail,store [34] store,china [24] china,cashiers Top Word Pairs in Tweet in G3:
[71] watch,happens [71] happens,place [71] place,order [71] order,warehouse [71] warehouse,run [71] run,60 [71] 60,ultra [71] ultra,efficient [71] efficient,robots [71] robots,artificialintelligence Top Word Pairs in Tweet in G4:
[73] bicycle,innovation [73] innovation,unfolds [73] unfolds,turn [73] turn,cargo [73] cargo,bike [73] bike,tech [73] tech,engineering [73] engineering,design [73] design,transportation [73] transportation,retailtech Top Word Pairs in Tweet in G5:
[60] retailtech,5g [59] j,6 [59] 5g,ia [57] jblefevre60,j [39] twitter,instagram [32] 6,avant [32] avant,ces2019 [32] ces2019,vivez [32] vivez,sur [32] sur,ce Top Word Pairs in Tweet in G6:
[93] cxo,radio [93] radio,tv [93] tv,csuite [93] csuite,vc [93] vc,privateequity [93] privateequity,media [93] media,fintech [93] fintech,retailtech [93] corpgov,tech [89] founder,corpgov Top Word Pairs in Tweet in G7:
[12] retail,retailtech [6] 2019,retail [5] e,commerce [5] ecommerce,onlineshopping [5] onlineshopping,webstore [4] new,e [4] retail,tech [3] digital,transformation [3] retailmarketing,retailtech [3] 2019,retailtech Top Word Pairs in Tweet in G8:
[42] retailtech,retail [40] retail,retailtech [39] brand,marketing [39] marketing,ecommerce [38] retail,brand [37] ecommerce,robotics [37] robotics,ar [33] smart,shopping [33] shopping,automation [33] automation,now Top Word Pairs in Tweet in G9:
[11] tech,companies [11] companies,watch [10] store,experience [9] digitalsignage,retailtech [8] want,win [8] win,retail [8] retail,focus [8] focus,driving [8] driving,innovation [8] innovation,customerexperience Top Word Pairs in Tweet in G10:
[13] retail,retailtech [7] retail,technology [5] research,mastering [5] mastering,power [5] power,synchronized [5] synchronized,retailing [5] nrf2019,retail [4] new,targeted [4] targeted,research [3] retailing,retail Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: