The graph represents a network of 2,392 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 Thursday, 07 March 2019 at 08:32 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 11-day, 6-hour, 21-minute period from Thursday, 21 February 2019 at 01:25 UTC to Monday, 04 March 2019 at 07:46 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 : 2392
Unique Edges : 4660
Edges With Duplicates : 2068
Total Edges : 6728
Number of Edge Types : 3
Mentions : 6157
Tweet : 552
Replies to : 19
Self-Loops : 552
Reciprocated Vertex Pair Ratio : 0.0279635258358663
Reciprocated Edge Ratio : 0.0544056771141336
Connected Components : 201
Single-Vertex Connected Components : 87
Maximum Vertices in a Connected Component : 1930
Maximum Edges in a Connected Component : 6188
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.7784
Graph Density : 0.000887001002924848
Modularity : 0.537751
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[664] tech,iot [610] robots,tech [518] iot,ai [487] ai,retailtech [394] retail,retailtech [312] ai,iot [281] iot,retailtech [269] robotics,robots [257] innovation,robots [257] ai,robotics Top Word Pairs in Tweet in G1:
[303] tech,iot [277] robots,tech [238] iot,ai [224] supplychain,retailtech [215] retailtech,logistics [210] ai,retailtech [206] ai,iot [189] logistics,robotics [189] robotics,ai [187] conveyor,belt Top Word Pairs in Tweet in G2:
[125] mt,fisher85m [87] ai,iot [82] iot,retailtech [81] evankirstel,ipfconline1 [81] ipfconline1,spirosmargaris [78] evankirstel,psb_dc [78] psb_dc,helene_wpli [78] helene_wpli,antgrasso [77] owns,web [77] web,retailtech Top Word Pairs in Tweet in G3:
[58] retail,retailtech [28] ecommerce,retailtech [23] retailtech,ecommerce [18] aneeshnair,retailtech [17] retail,technology [16] retailtech,retail [15] https,t [15] t,co [12] find,out [11] cio,cto Top Word Pairs in Tweet in G4:
[275] tech,iot [265] robots,tech [211] iot,ai [205] ai,retailtech [142] robotics,robots [123] innovation,robots [114] pbalakrishnarao,robotics [83] innovation,robotics [78] retailtech,martech [76] truck,robot Top Word Pairs in Tweet in G5:
[77] fintech,retailtech [76] ceos,cxo [76] cxo,radio [76] radio,tv [76] tv,csuite [76] csuite,vc [76] vc,privateequity [76] privateequity,media [76] media,fintech [76] retailtech,corpgov Top Word Pairs in Tweet in G6:
[24] retail,retailtech [6] check,out [5] retailtech,retailers [5] retailtech,ecommerce [4] ai,retailtech [4] round,up [4] more,retail [4] retailers,etailers [4] etailers,digital [4] digital,pimworks Top Word Pairs in Tweet in G7:
[15] shoptalk,millennials [15] millennials,quiche [15] quiche,hotter [15] hotter,hot [15] hot,right [15] right,now [15] now,retail [14] https,t [14] t,co [13] cio,cto Top Word Pairs in Tweet in G8:
[33] 5,ways [33] ways,pos [33] pos,systems [33] systems,use [33] use,data [33] data,improve [33] improve,sales [33] sales,marketing [33] marketing,pos [33] pos,retail Top Word Pairs in Tweet in G9:
[13] best,french [13] french,retailtech [13] retailtech,chosen [13] chosen,experts [13] experts,look [13] look,further [13] further,year's [13] champions,announced [11] year's,8 [11] 8,champions Top Word Pairs in Tweet in G10:
[16] retail,retailtech [11] 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:
Top Replied-To in G3:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: