The graph represents a network of 2,315 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 Thursday, 07 February 2019 at 08:22 UTC.
The requested start date was Thursday, 07 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, 3-hour, 10-minute period from Thursday, 31 January 2019 at 22:51 UTC to Wednesday, 06 February 2019 at 02:01 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 : 2315
Unique Edges : 2143
Edges With Duplicates : 3879
Total Edges : 6022
Number of Edge Types : 3
Mentions : 1850
Tweet : 4147
Replies to : 25
Self-Loops : 4147
Reciprocated Vertex Pair Ratio : 0.0295180722891566
Reciprocated Edge Ratio : 0.0573434757167934
Connected Components : 1037
Single-Vertex Connected Components : 693
Maximum Vertices in a Connected Component : 500
Maximum Edges in a Connected Component : 990
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.740053
Graph Density : 0.00031902720038231
Modularity : 0.34462
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1495] link,bio [942] click,link [680] retail,job [592] shift,supervisor [497] see,latest [450] bio,apply [402] store,associate [397] cvs,health [393] check,out [365] great,fit Top Word Pairs in Tweet in G1:
[1445] link,bio [909] click,link [659] retail,job [571] shift,supervisor [466] see,latest [432] bio,apply [395] store,associate [386] cvs,health [347] check,out [328] supervisor,store Top Word Pairs in Tweet in G2:
[25] 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:
[8] retail,industry [5] competitive,edge [5] edge,connected [5] connected,smart [5] smart,products [5] products,play [5] play,role [5] role,facilitating [5] facilitating,omnichannel [5] omnichannel,retail Top Word Pairs in Tweet in G4:
[8] amazon,marketplace [4] year,retail [4] retail,amazon [4] 52,units [4] units,sold [4] sold,amazon [4] marketplace,sellers [4] sellers,amazon [4] marketplace,sales [4] sales,growing Top Word Pairs in Tweet in G5:
[3] startup,inxeption_corp [3] inxeption_corp,developed [3] developed,ecommerce [3] ecommerce,platform [3] platform,built [3] built,over [3] over,blockchain [3] blockchain,allowing [3] allowing,business [3] business,business Top Word Pairs in Tweet in G6:
[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 G7:
[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,influenâ Top Word Pairs in Tweet in G8:
[10] fulfillment,automation [9] jeffashcroft,retail [8] retail,ecommerce [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:
[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] insightbrief,future [3] econsultancy,visuaâ Top Word Pairs in Tweet in G10:
[2] growth,customisation [2] customisation,bespoke [2] bespoke,retail [2] amazon,doesnâ [2] doesnâ,t [2] t,physical [2] physical,retail [2] retail,store [2] store,sales [2] sales,down 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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