The graph represents a network of 1,705 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 Wednesday, 14 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 : 1705
Unique Edges : 2210
Edges With Duplicates : 1564
Total Edges : 3774
Number of Edge Types : 3
Mentions : 3157
Replies to : 26
Tweet : 591
Self-Loops : 591
Reciprocated Vertex Pair Ratio : 0.0548780487804878
Reciprocated Edge Ratio : 0.104046242774566
Connected Components : 227
Single-Vertex Connected Components : 115
Maximum Vertices in a Connected Component : 1208
Maximum Edges in a Connected Component : 3100
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.197175
Graph Density : 0.000833643109881183
Modularity : 0.549352
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[163] ð,ð [125] #retail,#retailtech [118] #innovation,#tech [92] #ai,#innovation [74] #entrepreneur,#startup [72] #tech,#business [68] #iot,#retailtech [66] #startup,#startups [65] #startups,#ai [62] #robotics,#ai Top Word Pairs in Tweet in G1:
[56] #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] #retail,#retailtech [29] #aneeshnair,#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:
[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 G4:
[67] ð,ð [17] #retail,#retailtech [14] ð,ñ [10] #ecommerce,#retailtech [9] #retailtech,#retail [8] ñ,ñ [8] #retailtech,#entrepreneurs [7] #entrepreneurs,#business [7] #business,#marketing [7] #b2b,#b2c Top Word Pairs in Tweet in G5:
[90] #innovation,#tech [86] #ai,#innovation [69] #tech,#business [66] #entrepreneur,#startup [59] #startup,#startups [58] #startups,#ai [55] #business,#technology [49] #venturecapital,#bigdata [40] #technology,#iot [33] #iot,#retailtech Top Word Pairs in Tweet in G6:
[17] #ai,#retailtech [17] #retailtech,#retail [12] #retail,#retailtech [12] #attinfluencer,#retailtech [12] autonomous,checkouts [12] checkouts,#ai [11] evankirstel,autonomous [10] t,working [10] working,#5g [10] #5g,robots Top Word Pairs in Tweet in G7:
[13] vladobotsvadze,future [11] future,#retail [10] gny_io,team [10] team,bringing [10] bringing,#machinelearning [10] #machinelearning,#lisk [10] #lisk,ceo [10] ceo,cosmaswong [10] cosmaswong,quoted [10] richard,jarritt Top Word Pairs in Tweet in G8:
[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 G9:
[7] #retail,#futureofretail [5] #retailtech,#retailinnovation [4] #futureofretail,#fashionretail [4] #fashionretail,#retailtech [4] digital,wardrobe [3] #retailtech,#technology [3] excited,launching [3] launching,brand [3] brand,new [3] new,podcast Top Word Pairs in Tweet in G10:
[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 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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