The graph represents a network of 1,725 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, 17 August 2019 at 07:13 UTC.
The requested start date was Wednesday, 14 August 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, 32-minute period from Wednesday, 31 July 2019 at 00:16 UTC to Tuesday, 13 August 2019 at 23:49 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 : 1725
Unique Edges : 2245
Edges With Duplicates : 1583
Total Edges : 3828
Number of Edge Types : 3
Mentions : 3202
Replies to : 26
Tweet : 600
Self-Loops : 600
Reciprocated Vertex Pair Ratio : 0.0544363480497214
Reciprocated Edge Ratio : 0.103252032520325
Connected Components : 230
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 1225
Maximum Edges in a Connected Component : 3145
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.187736
Graph Density : 0.00082719661051145
Modularity : 0.5476
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[163] ð,ð [126] #retail,#retailtech [118] #innovation,#tech [92] #ai,#innovation [74] #entrepreneur,#startup [72] #tech,#business [70] #retailtech,#retail [68] #iot,#retailtech [66] #startup,#startups [65] #startups,#ai Top Word Pairs in Tweet in G1:
[57] #robotics,#ai [47] picking,#robot [42] #ai,#iot [39] futuristic,#driverless [39] #driverless,pod [39] pod,delivering [39] delivering,pizzas [39] pizzas,texas [39] texas,enricomolinari [39] enricomolinari,#selfdrivingcars Top Word Pairs in Tweet in G2:
[46] https,t [44] t,co [30] #aneeshnair,#retailtech [30] #retail,#retailtech [20] #retailtech,#ecommerce [17] #cio,#cto [17] #cto,#cdo [15] find,out [14] #retailtech,aneeshnair [14] #cdo,#ciso Top Word Pairs in Tweet in G3:
[67] ð,ð [18] #retail,#retailtech [14] ð,ñ [10] #ecommerce,#retailtech [9] #retailtech,#retail [9] one,thing [8] retailers,embracing [8] embracing,emerging [8] emerging,technologies [8] technologies,one Top Word Pairs in Tweet in G4:
[22] #retailtech,#retailtechnology [16] #retailtech,#payments [15] top,10 [12] 10,last [12] s,popular [12] rounds,up [11] popular,#retailtechnology [11] #retailtechnology,articles [11] articles,#retailtech [9] #retailtech,#ecommerce Top Word Pairs in Tweet in G5:
[87] #innovation,#tech [87] #ai,#innovation [70] #tech,#business [67] #entrepreneur,#startup [60] #startup,#startups [59] #startups,#ai [55] #business,#technology [49] #venturecapital,#bigdata [40] #technology,#iot [34] #iot,#retailtech Top Word Pairs in Tweet in G6:
[27] #retailtech,#retail [22] #ai,#retailtech [17] autonomous,checkouts [17] checkouts,#ai [16] evankirstel,autonomous [12] #retail,#retailtech [12] #attinfluencer,#retailtech [10] t,working [10] working,#5g [10] #5g,robots Top Word Pairs in Tweet in G7:
[16] #wdyt,#retailtech [14] yes,#brickandmortar [14] #brickandmortar,stores [14] stores,compete [14] compete,#ecommerce [14] #ecommerce,offering [14] offering,experiences [14] experiences,customers [14] customers,store [14] store,use Top Word Pairs in Tweet in G8:
[9] #retail,#retailtech [6] future,ai [6] ai,driven [6] driven,merchandising [6] merchandising,cinde_ai [6] cinde_ai,symphonyretail [5] new,special [5] special,report [5] report,art [5] art,science Top Word Pairs in Tweet in G9:
[13] vladobotsvadze,future [11] future,#retail [10] #retail,10 [10] 10,years [10] years,now [10] now,1 [10] 1,personalized [10] personalized,offerings [10] offerings,#ai [10] #ai,2 Top Word Pairs in Tweet in G10:
[7] #retail,#futureofretail [5] #retailtech,#retailinnovation [4] #futureofretail,#fashionretail [4] #fashionretail,#retailtech [4] digital,wardrobe [3] excited,launching [3] launching,brand [3] brand,new [3] new,podcast [3] podcast,retail 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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