The graph represents a network of 1,448 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, 26 April 2019 at 06:22 UTC.
The requested start date was Friday, 26 April 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, 20-minute period from Friday, 12 April 2019 at 00:40 UTC to Friday, 26 April 2019 at 00:00 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 : 1448
Unique Edges : 1944
Edges With Duplicates : 1504
Total Edges : 3448
Number of Edge Types : 3
Mentions : 2824
Tweet : 595
Replies to : 29
Self-Loops : 595
Reciprocated Vertex Pair Ratio : 0.0313111545988258
Reciprocated Edge Ratio : 0.0607210626185958
Connected Components : 168
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 1102
Maximum Edges in a Connected Component : 2997
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.210537
Graph Density : 0.00100608231166025
Modularity : 0.522724
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[179] #retail,#retailtech [147] #robot,evolved [147] evolved,efficient [147] efficient,#warehouse [147] #warehouse,worker [147] worker,#innovation [147] #innovation,#robotics [147] #robotics,#robots [124] #ai,#retailtech [121] https,t Top Word Pairs in Tweet in G1:
[139] #robot,evolved [139] evolved,efficient [139] efficient,#warehouse [139] #warehouse,worker [139] worker,#innovation [139] #innovation,#robotics [139] #robotics,#robots [95] #iot,#ai [89] #retailtech,#hrtech [88] #ai,#retailtech Top Word Pairs in Tweet in G2:
[28] #retail,#retailtech [16] #retailtech,#retailtechnology [14] 1,2 [12] uk,france [10] shortlist,2019 [10] innovation,awards [9] 2019,innovation [9] #retailexpo19,#retailtech [9] #ecommerce,#retailtech [9] change,coming Top Word Pairs in Tweet in G3:
[79] https,t [78] t,co [52] #cio,#cto [51] #cto,#cdo [23] #cdo,#ciso [19] top,challenges [17] huge,leaps [17] leaps,#ai [17] #ai,made [17] made,#facialrecognition Top Word Pairs in Tweet in G4:
[11] #retail,#retailtech [7] retail,technology [7] #ai,#retailtech [4] sports,sponsorship [4] neu,mir [4] #retailtech,#retail [3] retail,solutions [3] sign,up [3] #technology,#retailtech [3] #ai,#innovation Top Word Pairs in Tweet in G5:
[25] #fashiontech,#retailtech [16] news,roundup [16] roundup,5 [16] 5,top [16] top,trending [16] trending,fashion [16] fashion,tech [16] tech,articles [16] articles,week [16] week,#biotech Top Word Pairs in Tweet in G6:
[18] projet,fou [18] fou,d'#amazon [18] d'#amazon,pour [18] pour,vous [18] vous,livrer [18] livrer,toujours [18] toujours,plus [18] plus,vite [18] vite,#drones [18] #drones,#retailtech Top Word Pairs in Tweet in G7:
[22] #customerexperience,#retailtech [19] retail,dead [19] dead,changing [19] changing,#customerexperience [19] #retailtech,#retailtrends [13] retexperience,retail [13] check,out [9] #augmentedreality,#retailtech [8] #retail,#retailers [8] 3,ways Top Word Pairs in Tweet in G8:
[22] vladobotsvadze,future [15] future,#retail [15] #retail,10 [15] 10,years [15] years,now [15] now,1 [15] 1,personalized [15] personalized,offerings [15] offerings,#ai [15] #ai,2 Top Word Pairs in Tweet in G9:
[66] create,profitable [36] profitable,ecommerce [36] ecommerce,store [36] store,#ecommerce [36] #ecommerce,#retail [36] #retail,#magento [36] #magento,#retailtechnology [33] mikeschiemer,create [33] #retailtechnology,#ret [32] #retailtechnology,#retailtech Top Word Pairs in Tweet in G10:
[15] #retail,#retailtech [10] #retailtech,#retailindustry [9] more,#retail [8] #ecommerce,#ecommercenews [8] #ecommercenews,#retailtrends [8] #retailtrends,#ecommercetrends [7] #retailindustry,#ecommerce [7] #ecommercetrends,#ecommerceindustry [5] read,more [5] daily,roundup 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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Top Tweeters in G10: