The graph represents a network of 1,362 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, 12 July 2019 at 07:00 UTC.
The requested start date was Thursday, 11 July 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, 42-minute period from Thursday, 27 June 2019 at 00:01 UTC to Wednesday, 10 July 2019 at 23:44 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 : 1362
Unique Edges : 1715
Edges With Duplicates : 1364
Total Edges : 3079
Number of Edge Types : 3
Mentions : 2449
Tweet : 611
Replies to : 19
Self-Loops : 611
Reciprocated Vertex Pair Ratio : 0.0404858299595142
Reciprocated Edge Ratio : 0.0778210116731518
Connected Components : 233
Single-Vertex Connected Components : 116
Maximum Vertices in a Connected Component : 856
Maximum Edges in a Connected Component : 2367
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.609067
Graph Density : 0.000970500873396839
Modularity : 0.531279
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[185] #retail,#retailtech [141] gt,gt [99] #ai,#retailtech [96] #retailtech,#retail [89] #innovation,#robotics [88] #robotics,#robots [81] #robot,evolved [81] evolved,efficient [81] efficient,#warehouse [81] #warehouse,worker Top Word Pairs in Tweet in G1:
[42] #retail,#retailtech [32] #retailtech,#retailtechnology [28] top,10 [27] #ecommerce,#retailtech [23] https,t [22] t,co [17] 10,last [17] s,popular [17] popular,#retailtechnology [17] #retailtechnology,articles Top Word Pairs in Tweet in G2:
[35] #retail,#retailtech [11] check,out [7] #retailtech,#retail [7] boost,sales [7] sales,use [7] use,#3d [7] #3d,apps [7] apps,engage [7] engage,customers [7] customers,better Top Word Pairs in Tweet in G3:
[88] gt,gt [60] #robot,evolved [60] evolved,efficient [60] efficient,#warehouse [60] #warehouse,worker [60] worker,#innovation [60] #innovation,#robotics [60] #robotics,#robots [58] #ai,#retailtech [45] nathealings,#robot Top Word Pairs in Tweet in G4:
[8] press,check [8] check,out [8] out,lsa_cc [8] lsa_cc,selection [8] selection,#startups [8] #startups,transforming [8] transforming,#retailtech [8] #retailtech,congrats [8] congrats,15 [8] 15,#alumni Top Word Pairs in Tweet in G5:
[64] #startup,#ai [58] #ai,#innovation [54] #innovation,#tech [52] #tech,#business [49] #retailtech,#retail [48] gt,gt [43] #business,#technology [43] #technology,#iot [39] #iot,#marketing [37] #marketing,#retailtech Top Word Pairs in Tweet in G6:
[13] future,store [13] store,#retail [13] #retail,#amazongo [13] #amazongo,grocery [13] grocery,shopping [13] shopping,14 [13] 14,seconds [12] marcusborba,future [11] fashion,retail [11] seconds,#video Top Word Pairs in Tweet in G7:
[6] course,ll [6] ll,robot [6] robot,self [6] self,driving [6] driving,s [6] s,carry [6] carry,shopping [6] shopping,pack [6] pack,shelves [6] shelves,becoming Top Word Pairs in Tweet in G8:
[14] store,experience [12] check,out [9] #retailtech,investment [9] investment,starting [9] starting,increasingly [9] increasingly,focus [9] focus,store [9] experience,drive [9] drive,additional [9] additional,sales Top Word Pairs in Tweet in G9:
[18] #retail,#retailtech [11] future,#retail [10] evankirstel,future [3] #retailtech,#martech [3] startups,disrupting [3] disrupting,brick [3] brick,mortar [3] mortar,retail [3] retail,#ar [3] #ar,#vr Top Word Pairs in Tweet in G10:
[49] #retailers,#retailtech [31] #retailtech,#advertising [27] #advertising,#branding [27] #branding,#productdesign [27] #productdesign,#design [12] #design,#designthinking [11] #marketing,#100daysofcode [10] #designthinking,deliver [10] deliver,#roi [10] #roi,85 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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