The graph represents a network of 3,026 Twitter users whose tweets in the requested range contained "#retailtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 09 March 2019 at 08:33 UTC.
The requested start date was Thursday, 07 March 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 13-day, 23-hour, 27-minute period from Thursday, 21 February 2019 at 01:25 UTC to Thursday, 07 March 2019 at 00:53 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 : 3026
Unique Edges : 6276
Edges With Duplicates : 3373
Total Edges : 9649
Number of Edge Types : 3
Mentions : 8860
Tweet : 759
Replies to : 30
Self-Loops : 759
Reciprocated Vertex Pair Ratio : 0.0315913788012991
Reciprocated Edge Ratio : 0.0612478534630796
Connected Components : 261
Single-Vertex Connected Components : 129
Maximum Vertices in a Connected Component : 2456
Maximum Edges in a Connected Component : 8985
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.930406
Graph Density : 0.000763411316797125
Modularity : 0.494909
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[764] tech,iot [708] robots,tech [578] ai,retailtech [566] iot,ai [551] retail,retailtech [372] robotics,robots [368] ai,robotics [322] ai,iot [290] iot,retailtech [263] retailtech,hrtech Top Word Pairs in Tweet in G1:
[601] tech,iot [577] robots,tech [471] iot,ai [461] ai,retailtech [283] robotics,robots [229] retailtech,hrtech [224] supplychain,retailtech [224] ai,robotics [223] ai,iot [217] retailtech,logistics Top Word Pairs in Tweet in G2:
[133] mt,fisher85m [122] iot,retailtech [106] evankirstel,ipfconline1 [102] retailtech,evankirstel [92] ipfconline1,spirosmargaris [82] ai,iot [81] psb_dc,helene_wpli [79] evankirstel,psb_dc [78] helene_wpli,antgrasso [77] owns,web Top Word Pairs in Tweet in G3:
[68] retail,retailtech [34] ecommerce,retailtech [27] retailtech,ecommerce [22] french,retailtech [22] retailtech,chosen [18] retailtech,retail [18] retail,technology [18] https,t [18] t,co [18] aneeshnair,retailtech Top Word Pairs in Tweet in G4:
[64] retail,retailtech [27] shoptalk,retail [20] right,now [19] shoptalk,millennials [19] hotter,hot [19] hot,right [19] now,retail [17] omnitalk,shoptalk [15] millennials,quiche [15] quiche,hotter Top Word Pairs in Tweet in G5:
[38] retail,retailtech [7] more,retail [6] retailtech,retailers [6] retailtech,retailindustry [6] round,up [5] check,out [5] future,retail [5] retailtech,retailtrends [5] customer,experience [5] retailtech,innovation Top Word Pairs in Tweet in G6:
[77] ai,robotics [67] tech,iot [53] robots,tech [47] robotics,robots [41] innovation,ai [37] retail,retailtech [35] retailtech,ai [34] self,driving [34] driving,car [34] car,deliver Top Word Pairs in Tweet in G7:
[47] smm,seo [41] cstorenews_,wmc2019 [40] marketing,statistics [40] statistics,need [40] need,know [40] know,digitalmarketing [40] digitalmarketing,smm [39] seo,internet [39] internet,internetmarketing [38] wmc2019,marketing Top Word Pairs in Tweet in G8:
[46] iot,internetofthings [43] cloaks,soon [43] soon,selfridges [43] selfridges,near [43] near,thefuturist007 [43] thefuturist007,fashnerd [43] fashnerd,iot [42] invisible,cloaks [41] ronald_vanloon,invisible [29] grocery,store Top Word Pairs in Tweet in G9:
[99] ceos,cxo [99] cxo,radio [99] radio,tv [99] tv,csuite [99] csuite,vc [99] vc,privateequity [99] privateequity,media [99] media,fintech [99] fintech,retailtech [97] retailtech,corpgov Top Word Pairs in Tweet in G10:
[18] retail,retailtech [16] retailtech,retail [10] store,experience [10] experience,study [8] webinar,alert [8] sign,up [8] up,now [8] now,top [8] top,5 [8] 5,strategies 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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