The graph represents a network of 1,801 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 Friday, 31 May 2019 at 06:22 UTC.
The requested start date was Friday, 31 May 2019 at 00:01 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, 25-minute period from Friday, 17 May 2019 at 00:16 UTC to Thursday, 30 May 2019 at 23:41 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 : 1801
Unique Edges : 2377
Edges With Duplicates : 1590
Total Edges : 3967
Number of Edge Types : 3
Mentions : 3257
Tweet : 682
Replies to : 28
Self-Loops : 682
Reciprocated Vertex Pair Ratio : 0.0241407528641571
Reciprocated Edge Ratio : 0.0471434278865362
Connected Components : 242
Single-Vertex Connected Components : 113
Maximum Vertices in a Connected Component : 1251
Maximum Edges in a Connected Component : 3229
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.419823
Graph Density : 0.000772101918687149
Modularity : 0.569266
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[387] #innovation,#robotics [237] #smarttech,#iot [236] #robotics,#smarttech [196] #retail,#retailtech [194] #tech,#iot [150] one,step [143] russia,taking [143] taking,one [143] step,closer [143] closer,terminator Top Word Pairs in Tweet in G1:
[101] conveyor,belt [101] belt,omnidirectional [101] omnidirectional,change [101] change,shape [101] shape,size [101] size,#supplychain [101] #supplychain,#retailtech [101] #retailtech,#logistics [101] #logistics,#robotics [101] #robotics,#ai Top Word Pairs in Tweet in G2:
[66] #retail,#retailtech [44] https,t [41] t,co [39] vr,ar [37] ar,mass [37] mass,personalization [37] personalization,far [37] far,retail [37] retail,go [37] go,reinvent Top Word Pairs in Tweet in G3:
[175] #innovation,#robotics [173] #robotics,#smarttech [173] #smarttech,#iot [104] russia,taking [104] taking,one [104] one,step [104] step,closer [104] closer,terminator [104] terminator,futurism [104] futurism,#innovation Top Word Pairs in Tweet in G4:
[20] retail,industry [18] follow,new [18] new,account [18] account,theretailexpo [18] theretailexpo,content [18] content,news [18] news,updates [18] updates,more [18] more,retail [18] industry,#retailexpo20 Top Word Pairs in Tweet in G5:
[118] #tech,#iot [98] #innovation,#tech [66] inside,iphone [66] iphone,#scientists [66] #scientists,made [66] made,#iphone [66] #iphone,smoothie [66] smoothie,find [66] find,out [66] out,#innovation Top Word Pairs in Tweet in G6:
[39] #retail,#retailtech [18] #retailtech,#retailers [16] #pimworks,#pim [15] #ecommerce,#retail [10] product,data [10] #retailers,#etailers [9] #retailtech,#retail [8] learn,more [8] #productdata,#ecommerce [8] #etailers,#digital Top Word Pairs in Tweet in G7:
[27] vladobotsvadze,future [25] #tech,#iot [22] future,smartphone [22] smartphone,tell [22] tell,everything [22] everything,food [22] food,buying [22] buying,#tech [22] #iot,#digitaltransformation [14] #retailtech,#futureofretail Top Word Pairs in Tweet in G8:
[57] #innovation,#robotics [49] #robotics,#smarttech [49] #smarttech,#iot [43] #iot,#internetofthings [31] russia,taking [31] taking,one [31] one,step [31] step,closer [31] closer,terminator [31] terminator,futurism Top Word Pairs in Tweet in G9:
[16] #scaleup,innovantes [16] innovantes,#retailtech [16] #retailtech,c'est [16] c'est,moment [16] moment,s'inscrire [16] s'inscrire,au [16] au,retail [16] retail,tech [16] tech,tour [16] tour,#asean Top Word Pairs in Tweet in G10:
[5] #retailers,embrace [5] embrace,integrated [5] integrated,360 [5] 360,#digitaltransformation [5] #digitaltransformation,sign [5] sign,ongoing [5] ongoing,struggle [5] struggle,#retail [5] #retail,#topshop [5] #tech,#ai Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: