The graph represents a network of 4,327 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 Saturday, 12 January 2019 at 20:01 UTC.
The requested start date was Saturday, 12 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 7-day, 6-hour, 3-minute period from Thursday, 03 January 2019 at 21:45 UTC to Friday, 11 January 2019 at 03:48 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 : 4327
Unique Edges : 4466
Edges With Duplicates : 2532
Total Edges : 6998
Number of Edge Types : 3
Tweet : 2837
Mentions : 4090
Replies to : 71
Self-Loops : 2837
Reciprocated Vertex Pair Ratio : 0.0335684062059238
Reciprocated Edge Ratio : 0.0649563318777293
Connected Components : 1668
Single-Vertex Connected Components : 1076
Maximum Vertices in a Connected Component : 1291
Maximum Edges in a Connected Component : 2804
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.306592
Graph Density : 0.000195741113572477
Modularity : 0.584889
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[513] link,bio [422] retail,job [288] click,link [267] retail,sales [228] see,latest [176] check,out [171] sales,associate [162] bio,see [158] latest,retail [135] ecommerce,retail Top Word Pairs in Tweet in G1:
[505] link,bio [415] retail,job [283] click,link [221] see,latest [205] retail,sales [167] sales,associate [161] bio,see [152] latest,retail [115] see,more [112] bio,apply Top Word Pairs in Tweet in G2:
[30] digital,signage [27] print,digital [24] nrfbigshow,booth [21] nrf2019,10 [21] 10,days [21] days,away [21] away,explore [21] explore,microstrategy [21] microstrategy,analytics [21] analytics,lightning Top Word Pairs in Tweet in G3:
[14] retail,supermarketnews [14] kroger,microsoft [12] retailwire,retail [12] microsoft,partner [10] retail,industry [9] customer,experience [8] digital,solutions [8] retail,experience [7] retail,tech [7] e,commerce Top Word Pairs in Tweet in G4:
[80] gt,gt [26] 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:
[19] ai,iot [19] iot,bigdata [17] ai,add [17] add,16 [17] 16,trillion [17] trillion,global [17] global,economy [17] economy,2030 [17] 2030,wef [17] wef,artificialintelligence Top Word Pairs in Tweet in G6:
[10] cannabis,stores [8] u,s [8] retail,brands [7] apparel,sourcing [7] sourcing,technology [7] last,week [7] week,report [7] here,nine [7] nine,retail [7] brands,watch Top Word Pairs in Tweet in G7:
[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 G8:
[10] retail,tech [9] marketing,technology [9] technology,facebook [9] facebook,retail [9] retail,news [9] news,engineering [9] engineering,customerexperience [9] customerexperience,deeplearning [6] deeplearning,ios [6] ios,javascript Top Word Pairs in Tweet in G9:
[12] retaildive,retail [9] retail,trends [8] 10,retail [8] trends,watch [8] retail,lossprevention [7] watch,2019 [5] retail,marketing [5] future,retail [5] retail,fastcompany [5] 2019,retaildive 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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