The graph represents a network of 1,574 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, 14 June 2019 at 06:21 UTC.
The requested start date was Friday, 14 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, 23-hour, 23-minute period from Friday, 31 May 2019 at 00:06 UTC to Thursday, 13 June 2019 at 23:30 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 : 1574
Unique Edges : 1934
Edges With Duplicates : 1360
Total Edges : 3294
Number of Edge Types : 3
Mentions : 2650
Tweet : 623
Replies to : 21
Self-Loops : 623
Reciprocated Vertex Pair Ratio : 0.038164002062919
Reciprocated Edge Ratio : 0.0735221063089916
Connected Components : 272
Single-Vertex Connected Components : 149
Maximum Vertices in a Connected Component : 994
Maximum Edges in a Connected Component : 2486
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.705552
Graph Density : 0.000813037026505896
Modularity : 0.575085
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[169] #retail,#retailtech [130] #ai,#retailtech [125] #iot,#ai [124] #innovation,#robotics [124] #robotics,#robots [97] future,#retail [94] #robot,evolved [94] evolved,efficient [94] efficient,#warehouse [94] #warehouse,worker Top Word Pairs in Tweet in G1:
[118] #innovation,#robotics [117] #robotics,#robots [106] #ai,#retailtech [105] #iot,#ai [90] #robot,evolved [90] evolved,efficient [90] efficient,#warehouse [90] #warehouse,worker [90] worker,#innovation [79] #robots,#iot Top Word Pairs in Tweet in G3:
[23] #aneeshnair,#retailtech [20] retailviva,retailviva [19] https,t [18] vr,ar [18] ar,mass [18] mass,personalization [18] personalization,far [18] far,retail [18] retail,go [18] go,reinvent Top Word Pairs in Tweet in G2:
[28] #retail,#retailtech [11] ð,ð [8] #retailtech,#ecommerce [6] #retailers,#retailtech [6] #customerexperience,#retailtech [6] retail,#retailtech [5] facial,recognition [5] interactive,displays [5] https,t [5] t,co Top Word Pairs in Tweet in G4:
[31] #retailtech,#retailtechnology [19] #ecommerce,#retailtech [13] top,10 [12] #retailtech,#payments [11] s,significant [11] significant,disconnect [11] disconnect,between [11] between,devops [11] devops,capabilities [11] capabilities,devsecops Top Word Pairs in Tweet in G5:
[88] vladobotsvadze,future [86] future,#retail [84] #retail,10 [84] 10,years [84] years,now [84] now,1 [84] 1,personalized [84] personalized,offerings [84] offerings,#ai [84] #ai,2 Top Word Pairs in Tweet in G6:
[13] sending,#encrypted [13] #encrypted,#data [13] #data,#chirp [13] #chirp,using [13] using,#sound [13] #sound,transfer [13] transfer,data [13] data,bring [13] bring,unique [13] unique,benefits Top Word Pairs in Tweet in G7:
[19] #ai,#innovation [19] #innovation,#tech [17] #entrepreneur,#startup [17] #startup,#ai [15] #tech,#business [11] #ai,#ml [11] #walmart,taking [11] taking,giant [11] giant,leaps [11] leaps,enabling Top Word Pairs in Tweet in G8:
[27] future,retail [25] ai,future [25] retail,#retail [25] #retail,#retailrow [25] #retailrow,#retailtech [25] #retailtech,#retailers [25] #retailers,#ai [22] mikeschiemer,ai [22] #ai,#artificialintel [16] 5,ways Top Word Pairs in Tweet in G9:
[28] smart,shopping [28] shopping,automation [28] automation,now [28] now,more [28] more,buzzword [28] buzzword,retail [28] retail,#infographic [28] #infographic,ht [20] ht,raconteur [20] raconteur,antgrasso Top Word Pairs in Tweet in G10:
[6] thought,leaders [4] insights,check [4] check,out [4] out,following [4] following,thought [4] leaders,theretaildoctor [3] theretaildoctor,daphnehowland [3] #customerservice,#cx [3] #cx,#custserv [3] #custserv,#retailtech Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: