The graph represents a network of 2,005 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 Wednesday, 27 March 2019 at 07:00 UTC.
The requested start date was Wednesday, 27 March 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, 8-minute period from Wednesday, 13 March 2019 at 00:13 UTC to Tuesday, 26 March 2019 at 23:22 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 : 2005
Unique Edges : 2725
Edges With Duplicates : 1605
Total Edges : 4330
Number of Edge Types : 3
Mentions : 3633
Tweet : 671
Replies to : 26
Self-Loops : 671
Reciprocated Vertex Pair Ratio : 0.0357788218286953
Reciprocated Edge Ratio : 0.0690858339148639
Connected Components : 208
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 1528
Maximum Edges in a Connected Component : 3717
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.357079
Graph Density : 0.000713286643670265
Modularity : 0.566846
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[341] #retail,#retailtech [279] #supplychain,#retailtech [277] conveyor,belt [275] belt,omnidirectional [275] omnidirectional,change [275] change,shape [275] shape,size [274] size,#supplychain [253] #retailtech,#logistics [237] #ai,#iot Top Word Pairs in Tweet in G1:
[257] conveyor,belt [257] belt,omnidirectional [257] omnidirectional,change [257] change,shape [257] shape,size [256] size,#supplychain [254] #supplychain,#retailtech [233] #retailtech,#logistics [217] #logistics,#robotics [204] #ai,#iot Top Word Pairs in Tweet in G2:
[105] #retail,#retailtech [41] https,t [39] t,co [38] #retailtech,#retail [27] #cio,#cto [26] #cto,#cdo [26] #aneeshnair,#retailtech [25] #ecommerce,#retail [24] find,out [23] check,out Top Word Pairs in Tweet in G3:
[87] #iot,#ai [78] #innovation,#tech [70] #tech,#iot [58] #ai,#artificialintelligence [58] shopping,experience [56] uses,#deeplearning [55] #robotics,#robots [55] experience,easier [55] #artificialintelligence,#automation [54] system,uses Top Word Pairs in Tweet in G4:
[12] #retail,#retailtech [11] #ecommerce,#retailtech [10] #retailtech,#retailtechnology [7] last,week [6] top,10 [6] 10,last [6] week,s [6] s,popular [6] latest,#retailtech [6] #retailtech,#ecommerce Top Word Pairs in Tweet in G5:
[15] #retail,#retailtech [5] #retailtech,#innovation [5] location,insider [4] #retailtech,#retail [4] insider,#retailtech [3] #retailtech,#ecommerce [3] #retailinnovation,#retailtech [3] #retailtech,#retailtrends [3] #retailtech,#technology [3] #retailmarketing,#retailtech Top Word Pairs in Tweet in G6:
[20] system,uses [20] uses,#deeplearning [20] #deeplearning,make [20] experience,easier [20] #ai,#artificialintelligence [19] make,#shopping [19] #shopping,experience [19] easier,#video [19] #video,#ai [19] #artificialintelligence,#foodtech Top Word Pairs in Tweet in G7:
[14] l'après,midi [14] midi,#frenchtech [14] #frenchtech,à [14] à,ho [14] ho,chi [14] chi,minh [14] minh,ville [14] ville,s'est [14] s'est,poursuivie [14] poursuivie,pour Top Word Pairs in Tweet in G8:
[14] team,armis [8] c'est,parti [8] parti,pour [8] pour,salon [8] salon,#1to1monaco [8] #1to1monaco,team [8] armis,est [8] est,fière [8] fière,d'être [8] d'être,partenaire Top Word Pairs in Tweet in G9:
[10] check,out [7] analyst,bat_retail [7] celect,cmo [7] cmo,a_morganvandome [7] challenges,#retailers [7] ll,chatting [7] visionsummit,#vmsummit [7] store,experience [6] consumer,behavior [5] reg,now Top Word Pairs in Tweet in G10:
[89] #entrepreneur,#startup [87] #startup,#ai [86] #ai,#innovation [82] #innovation,#tech [75] #tech,#business [64] #business,#technology [61] #technology,#iot [54] #iot,#marketing [54] #marketing,#retail [53] #retail,#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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