The graph represents a network of 1,780 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, 01 June 2019 at 23:13 UTC.
The requested start date was Saturday, 01 June 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, 22-hour, 48-minute period from Saturday, 18 May 2019 at 00:08 UTC to Friday, 31 May 2019 at 22:56 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 : 1780
Unique Edges : 2382
Edges With Duplicates : 1540
Total Edges : 3922
Number of Edge Types : 3
Mentions : 3214
Tweet : 682
Replies to : 26
Self-Loops : 682
Reciprocated Vertex Pair Ratio : 0.0272052761747733
Reciprocated Edge Ratio : 0.0529695024077047
Connected Components : 249
Single-Vertex Connected Components : 121
Maximum Vertices in a Connected Component : 1236
Maximum Edges in a Connected Component : 3178
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.489236
Graph Density : 0.000786958965711074
Modularity : 0.574184
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[343] #innovation,#robotics [199] #retail,#retailtech [193] #smarttech,#iot [192] #robotics,#smarttech [190] #tech,#iot [151] one,step [143] russia,taking [143] taking,one [143] step,closer [143] closer,terminator Top Word Pairs in Tweet in G1:
[105] conveyor,belt [105] belt,omnidirectional [105] omnidirectional,change [105] change,shape [105] shape,size [105] size,#supplychain [105] #supplychain,#retailtech [105] #retailtech,#logistics [105] #logistics,#robotics [105] #robotics,#ai Top Word Pairs in Tweet in G2:
[47] #retail,#retailtech [39] https,t [37] vr,ar [37] ar,mass [37] mass,personalization [37] personalization,far [37] far,retail [37] retail,go [37] go,reinvent [37] reinvent,itself Top Word Pairs in Tweet in G3:
[137] #innovation,#robotics [135] #robotics,#smarttech [135] #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:
[21] #retailtech,#retailtechnology [19] retail,industry [17] follow,new [17] new,account [17] account,theretailexpo [17] theretailexpo,content [17] content,news [17] news,updates [17] updates,more [17] more,retail Top Word Pairs in Tweet in G5:
[35] #retail,#retailtech [18] #retailtech,#retailers [16] #pimworks,#pim [15] #ecommerce,#retail [12] #retailtech,#retail [10] product,data [10] #retailers,#etailers [8] learn,more [8] #productdata,#ecommerce [8] #etailers,#digital Top Word Pairs in Tweet in G6:
[117] #tech,#iot [68] #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 G7:
[13] #scaleup,innovantes [13] innovantes,#retailtech [13] #retailtech,c'est [13] c'est,moment [13] moment,s'inscrire [13] s'inscrire,au [13] au,retail [13] retail,tech [13] tech,tour [13] tour,#asean Top Word Pairs in Tweet in G8:
[23] #tech,#iot [23] vladobotsvadze,future [20] future,smartphone [20] smartphone,tell [20] tell,everything [20] everything,food [20] food,buying [20] buying,#tech [20] #iot,#digitaltransformation [17] #retail,#retailtech Top Word Pairs in Tweet in G9:
[54] #innovation,#robotics [46] #robotics,#smarttech [46] #smarttech,#iot [40] #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 G10:
[17] #retail,#retailtech [16] #retailtech,#ecommerce [14] retail,technology [9] product,data [8] q1,2019 [8] #ecommerce,#retail [8] #pimworks,#pim [6] 500startups,ycombinator [6] ycombinator,made [6] made,bets 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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