The graph represents a network of 4,279 Twitter users whose tweets in the requested range contained "#retail", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 11 January 2019 at 23:53 UTC.
The requested start date was Friday, 11 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 6-day, 5-hour, 10-minute period from Thursday, 03 January 2019 at 20:28 UTC to Thursday, 10 January 2019 at 01:39 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 : 4279
Unique Edges : 4452
Edges With Duplicates : 2499
Total Edges : 6951
Number of Edge Types : 3
Mentions : 4047
Tweet : 2834
Replies to : 70
Self-Loops : 2834
Reciprocated Vertex Pair Ratio : 0.0350327542010823
Reciprocated Edge Ratio : 0.0676940011007155
Connected Components : 1656
Single-Vertex Connected Components : 1076
Maximum Vertices in a Connected Component : 1288
Maximum Edges in a Connected Component : 2778
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.26235
Graph Density : 0.000198518898245244
Modularity : 0.582986
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[512] link,bio [422] retail,job [287] click,link [264] retail,sales [227] see,latest [174] check,out [171] sales,associate [162] bio,see [158] latest,retail [136] ecommerce,retail Top Word Pairs in Tweet in G1:
[504] link,bio [415] retail,job [282] click,link [220] see,latest [203] retail,sales [167] sales,associate [161] bio,see [152] latest,retail [116] see,more [111] bio,apply Top Word Pairs in Tweet in G2:
[19] kroger,microsoft [18] ai,iot [18] iot,bigdata [15] walmart,using [15] using,machinelearning [15] machinelearning,ai [15] bigdata,boost [15] boost,retail [15] retail,performance [14] retail,supermarketnews Top Word Pairs in Tweet in G3:
[29] digital,signage [29] nrfbigshow,booth [26] print,digital [26] nrf2019,10 [26] 10,days [26] days,away [26] away,explore [26] explore,microstrategy [26] microstrategy,analytics [26] analytics,lightning Top Word Pairs in Tweet in G4:
[80] gt,gt [27] retail,brand [25] tue,jan [24] deliver,enhanced [24] enhanced,shopping [24] shopping,experience [24] experience,increase [21] join,retailrealtalk [20] 4pm,est [20] est,info Top Word Pairs in Tweet in G5:
[10] cannabis,stores [8] u,s [8] physical,stores [8] stores,drive [8] retail,brands [7] last,week [7] week,report [7] here,nine [7] nine,retail [7] brands,watch Top Word Pairs in Tweet in G6:
[12] nrf2019,read [12] read,new [12] new,blog [12] big,show [11] getting,ready [11] ready,nrf2019 [10] nrf,big [10] show,2019 [10] 2019,new [10] new,york Top Word Pairs in Tweet in G7:
[14] retaildive,retail [9] retail,trends [8] trends,watch [8] watch,2019 [7] 10,retail [6] future,retail [5] 2019,retail [5] retail,fastcompany [5] 2019,retaildive [5] reinventingretail,retail Top Word Pairs in Tweet in G8:
[9] retail,tech [8] marketing,technology [8] technology,facebook [8] facebook,retail [8] retail,news [8] news,engineering [8] engineering,customerexperience [8] customerexperience,deeplearning [7] making,difference [7] difference,people Top Word Pairs in Tweet in G9:
[5] pipefitter,welder [5] welder,piping [5] piping,electrician [5] electrician,carpentry [5] carpentry,worksmartnotharder [5] worksmartnotharder,servicetech [5] servicetech,skills [5] skills,prostaff [5] prostaff,takemymoney [5] realestate,home Top Word Pairs in Tweet in G10:
[16] retail,espaã [8] diez,megaproyectos [8] megaproyectos,retail [8] espaã,ol [8] ol,2019 [7] estos,'megaproyectos' [7] 'megaproyectos',supondrã [7] supondrã,n [7] n,reinvenciã [7] reinvenciã,n 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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