The graph represents a network of 3,211 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 Wednesday, 23 January 2019 at 08:35 UTC.
The requested start date was Wednesday, 23 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 1-day, 6-hour, 43-minute period from Monday, 21 January 2019 at 18:17 UTC to Wednesday, 23 January 2019 at 01:01 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 : 3211
Unique Edges : 3182
Edges With Duplicates : 3457
Total Edges : 6639
Number of Edge Types : 3
Tweet : 3704
Mentions : 2871
Replies to : 64
Self-Loops : 3704
Reciprocated Vertex Pair Ratio : 0.0281299524564184
Reciprocated Edge Ratio : 0.0547206165703276
Connected Components : 1348
Single-Vertex Connected Components : 886
Maximum Vertices in a Connected Component : 718
Maximum Edges in a Connected Component : 1374
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.031147
Graph Density : 0.000251763069122788
Modularity : 0.455013
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1187] link,bio [948] retail,retail [748] click,link [577] retail,sales [514] retail,job [474] sales,associate [376] check,out [362] wireless,retail [354] bio,apply [332] see,latest Top Word Pairs in Tweet in G1:
[1161] link,bio [925] retail,retail [732] click,link [518] retail,sales [501] retail,job [467] sales,associate [362] wireless,retail [341] bio,apply [311] check,out [305] see,latest Top Word Pairs in Tweet in G2:
[14] 2019,retail [12] retail,nrf2019 [11] retail,technology [9] retail,s [9] s,10 [9] 10,influential [9] influential,people [9] people,2019 [9] technology,influencers [9] influencers,risnewsinsights Top Word Pairs in Tweet in G3:
[14] retail,experience [14] experience,innovation [14] innovation,iot [14] iot,tech [14] tech,ai [14] ai,cx [14] cx,retail [13] alvinfoo,kashthefuturist [12] retail,alvinfoo [11] leading,retail Top Word Pairs in Tweet in G4:
[16] plus,grosse [16] grosse,levée [16] levée,fonds [16] fonds,depuis [16] depuis,ce [16] ce,début [16] début,d [16] d,année [16] année,startup [16] startup,wynd_eu Top Word Pairs in Tweet in G5:
[19] fun,retail [17] prizes,giveaway [17] giveaway,fun [17] retail,guesswho [15] here,first [15] first,question [15] question,win [15] win,big [15] big,guess [15] guess,restaurant Top Word Pairs in Tweet in G6:
[5] retail,tech [5] against,amazon [4] more,more [4] retail,amazon [4] tech,trends [4] trends,watch [4] watch,2019 [4] 2019,go [4] go,beyond [4] beyond,competing Top Word Pairs in Tweet in G7:
[22] retailwire,retail [5] news,retailwire [5] retail,marketing [4] retail,amazon [4] grocery,retail [4] frozen,food [3] amazon,knows [3] knows,buy [3] buy,s [3] s,building Top Word Pairs in Tweet in G8:
[47] gt,gt [42] 2019,40 [42] 40,retailers [42] retailers,developed [42] developed,cx [42] cx,architecture [42] architecture,supported [42] supported,ai [42] ai,foundations [42] foundations,architecture Top Word Pairs in Tweet in G9:
[10] retail,retailit [5] booth,4405 [5] ciodive,retail [5] retailit,cloud [5] cloud,hybridcloud [4] nrf2019,booth [4] hybridcloud,cdwsocial [3] biztechmagazine,cdwsocial [3] find,out [3] retailers,google Top Word Pairs in Tweet in G10:
[28] improve,retail [28] retail,sales [28] sales,smarter [28] smarter,marketing [28] marketing,merchandising [28] merchandising,retail [28] retail,cx [27] mikeschiemer,improve [4] certified,mail [4] mail,tracking 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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