The graph represents a network of 2,311 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, 06 February 2019 at 08:30 UTC.
The requested start date was Wednesday, 06 February 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 5-day, 2-hour, 33-minute period from Thursday, 31 January 2019 at 22:27 UTC to Wednesday, 06 February 2019 at 01:00 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 : 2311
Unique Edges : 2164
Edges With Duplicates : 3865
Total Edges : 6029
Number of Edge Types : 3
Mentions : 1873
Tweet : 4132
Replies to : 24
Self-Loops : 4132
Reciprocated Vertex Pair Ratio : 0.0289085545722714
Reciprocated Edge Ratio : 0.0561926605504587
Connected Components : 1019
Single-Vertex Connected Components : 672
Maximum Vertices in a Connected Component : 490
Maximum Edges in a Connected Component : 956
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.750222
Graph Density : 0.00032668903287683
Modularity : 0.347865
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1513] link,bio [957] click,link [695] retail,job [596] shift,supervisor [501] see,latest [450] bio,apply [411] store,associate [407] cvs,health [393] check,out [364] great,fit Top Word Pairs in Tweet in G1:
[1454] link,bio [917] click,link [670] retail,job [568] shift,supervisor [470] see,latest [430] bio,apply [404] store,associate [396] cvs,health [347] check,out [321] great,fit Top Word Pairs in Tweet in G2:
[20] ai,retailtech [18] device,detect [18] detect,knockoff [18] knockoff,handbag [18] handbag,seconds [18] seconds,fashiontech [18] fashiontech,counterfeit [18] counterfeit,machinelearning [18] machinelearning,retail [18] retail,ai Top Word Pairs in Tweet in G3:
[12] amazon,marketplace [6] 52,units [6] units,sold [6] sold,amazon [6] marketplace,sellers [6] sellers,amazon [6] marketplace,sales [6] sales,growing [6] growing,faster [6] faster,1p Top Word Pairs in Tweet in G4:
[9] ecommerce,retail [8] e,commerce [8] retail,analytics [7] brick,mortar [7] mortar,retail [6] analytics,marketing [6] marketing,automation [5] competitive,edge [5] edge,connected [5] connected,smart Top Word Pairs in Tweet in G5:
[9] kroger,microsoft [9] microsoft,take [9] take,amazon [9] amazon,tictoc [9] tictoc,artificialintelligence [9] artificialintelligence,ai [9] ai,smarttech [9] smarttech,retail [9] retail,industy40 [9] industy40,iiot Top Word Pairs in Tweet in G6:
[23] gender,marketing [23] marketing,brain [23] brain,vs [23] vs,brain [23] brain,tamaramccleary [23] tamaramccleary,retail [23] retail,sales [23] sales,branding [22] tamaramccleary,gender [22] branding,influen Top Word Pairs in Tweet in G7:
[4] future,visual [4] visual,search [4] search,smartglasses [4] smartglasses,ar [4] ar,retail [4] retail,opportunity [4] opportunity,econsultancy [4] retail,technology [3] technology,retail [3] insightbrief,future Top Word Pairs in Tweet in G8:
[10] retail,ecommerce [10] fulfillment,automation [9] jeffashcroft,retail [6] take,hard [6] hard,look [6] look,status [6] status,quo [6] quo,order [6] order,reframe [6] reframe,thinking Top Word Pairs in Tweet in G9:
[3] coming,up [3] up,chatting [3] chatting,6pr's [3] 6pr's,g_parker [3] g_parker,impact [3] impact,amazonaustralia [3] amazonaustralia,coles [3] coles,woolworths [2] the_grocery_dr,coming [2] woolworths,pric Top Word Pairs in Tweet in G10:
[2] growth,customisation [2] customisation,bespoke [2] bespoke,retail [2] amazon,doesn [2] doesn,t [2] t,physical [2] physical,retail [2] retail,store [2] store,sales [2] sales,down Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: