The graph represents a network of 1,356 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 Thursday, 11 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 : 1356
Unique Edges : 1705
Edges With Duplicates : 1350
Total Edges : 3055
Number of Edge Types : 3
Mentions : 2428
Tweet : 608
Replies to : 19
Self-Loops : 608
Reciprocated Vertex Pair Ratio : 0.040768782760629
Reciprocated Edge Ratio : 0.0783435926133184
Connected Components : 234
Single-Vertex Connected Components : 116
Maximum Vertices in a Connected Component : 847
Maximum Edges in a Connected Component : 2339
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.604571
Graph Density : 0.0009725805222654
Modularity : 0.542273
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[185] #retail,#retailtech [141] gt,gt [98] #ai,#retailtech [96] #retailtech,#retail [88] #innovation,#robotics [87] #robotics,#robots [81] #retailtech,#retailers [80] #robot,evolved [80] evolved,efficient [80] efficient,#warehouse Top Word Pairs in Tweet in G1:
[42] #retail,#retailtech [28] https,t [27] t,co [17] #aneeshnair,#retailtech [15] retail,technology [14] #retailtech,#retail [13] #retailtech,#ecommerce [12] future,retail [10] vr,ar [10] ar,mass Top Word Pairs in Tweet in G2:
[31] #retailtech,#retailtechnology [25] top,10 [22] #ecommerce,#retailtech [15] 10,last [15] s,popular [15] popular,#retailtechnology [15] #retailtechnology,articles [15] articles,#retailtech [13] rtih_retailtech,top [10] #retailtech,jo_tescolabs Top Word Pairs in Tweet in G3:
[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 G4:
[88] gt,gt [59] #robot,evolved [59] evolved,efficient [59] efficient,#warehouse [59] #warehouse,worker [59] worker,#innovation [59] #innovation,#robotics [59] #robotics,#robots [57] #ai,#retailtech [44] nathealings,#robot Top Word Pairs in Tweet in G5:
[13] future,store [13] store,#retail [13] #retail,#amazongo [13] #amazongo,grocery [13] grocery,shopping [13] shopping,14 [13] 14,seconds [12] https,t [12] t,co [12] marcusborba,future Top Word Pairs in Tweet in G6:
[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 G7:
[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 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:
[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 Word Pairs in Tweet in G10:
[46] ai,future [46] future,retail [46] retail,#retail [46] #retail,#retailrow [46] #retailrow,#retailtech [46] #retailtech,#retailers [46] #retailers,#ai [31] mikeschiemer,ai [25] #ai,#artificialintel [9] divinedesignbiz,ai 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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Top Tweeters in G10: