The graph represents a network of 1,666 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, 02 May 2019 at 07:00 UTC.
The requested start date was Wednesday, 01 May 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, 13-minute period from Wednesday, 17 April 2019 at 00:20 UTC to Tuesday, 30 April 2019 at 23:34 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 : 1666
Unique Edges : 2318
Edges With Duplicates : 1743
Total Edges : 4061
Number of Edge Types : 3
Tweet : 619
Mentions : 3406
Replies to : 36
Self-Loops : 619
Reciprocated Vertex Pair Ratio : 0.0310077519379845
Reciprocated Edge Ratio : 0.0601503759398496
Connected Components : 172
Single-Vertex Connected Components : 95
Maximum Vertices in a Connected Component : 1318
Maximum Edges in a Connected Component : 3590
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.074535
Graph Density : 0.000910995028642087
Modularity : 0.53221
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[212] #retail,#retailtech [205] #innovation,#robotics [175] #robot,evolved [175] evolved,efficient [175] efficient,#warehouse [175] #warehouse,worker [175] worker,#innovation [175] #robotics,#robots [148] #retailtech,#hrtech [138] #ai,#retailtech Top Word Pairs in Tweet in G1:
[55] #retail,#retailtech [34] https,t [34] t,co [33] vr,ar [32] ar,mass [32] mass,personalization [32] personalization,far [32] far,retail [32] retail,go [32] go,reinvent Top Word Pairs in Tweet in G2:
[60] #ai,#artificialintelligence [55] #artificialintelligence,#automation [54] conveyor,belt [54] belt,omnidirectional [54] omnidirectional,change [54] change,shape [54] shape,size [54] size,#supplychain [54] #supplychain,#retailtech [54] #retailtech,#logistics Top Word Pairs in Tweet in G3:
[169] #innovation,#robotics [143] #robot,evolved [143] evolved,efficient [143] efficient,#warehouse [143] #warehouse,worker [143] worker,#innovation [143] #robotics,#robots [118] #retailtech,#hrtech [106] #iot,#ai [86] #ai,#retailtech Top Word Pairs in Tweet in G4:
[59] vladobotsvadze,future [54] 1,personalized [54] personalized,offerings [54] 2,significant [54] significant,automation [54] automation,less [54] less,job [54] job,3 [52] 10,years [52] years,now Top Word Pairs in Tweet in G5:
[18] #retailtech,#retailtechnology [17] #retail,#retailtech [11] #ecommerce,#retailtech [11] #retailtech,#payments [9] five,retailers [9] retailers,innovative [9] innovative,right [9] right,now [8] ecapital,advisors [7] last,week Top Word Pairs in Tweet in G6:
[16] #retail,#retailtech [6] #fintech,#retailtech [6] sign,up [5] join,free [5] free,webinar [5] webinar,learn [5] learn,more [5] retail,sign [5] up,here [5] here,#retailtech Top Word Pairs in Tweet in G7:
[24] uk,france [17] up,join [17] join,uk [17] france,#retail [17] #retail,night [17] 8,exciting [14] signed,up [13] 1,2 [13] #retailtech,companies [12] #retail,#retailtech Top Word Pairs in Tweet in G8:
[78] https,t [77] t,co [53] #cio,#cto [52] #cto,#cdo [23] #cdo,#ciso [18] top,challenges [17] #retail,#retailtech [17] huge,leaps [17] leaps,#ai [17] #ai,made Top Word Pairs in Tweet in G9:
[15] new,ebook [12] fashnerd,retailers [12] retailers,investing [12] investing,ar [12] ar,vr [12] vr,know [12] know,4 [12] 4,5 [12] 5,shoppers [12] shoppers,wouldn Top Word Pairs in Tweet in G10:
[46] #startup,#ai [45] #entrepreneur,#founder [44] #founder,#startup [41] #ai,#innovation [41] #innovation,#tech [39] #tech,#business [30] #business,#technology [30] #technology,#iot [25] #iot,#marketing [25] #marketing,#retailtech 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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