The graph represents a network of 1,711 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, 16 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 : 1711
Unique Edges : 2214
Edges With Duplicates : 1572
Total Edges : 3786
Number of Edge Types : 3
Mentions : 3160
Replies to : 26
Tweet : 600
Self-Loops : 600
Reciprocated Vertex Pair Ratio : 0.0548064375815572
Reciprocated Edge Ratio : 0.103917525773196
Connected Components : 230
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 1211
Maximum Edges in a Connected Component : 3103
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.19316
Graph Density : 0.000828830306821017
Modularity : 0.548593
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 [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:
[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:
[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:
[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:
[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 G9:
[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 G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: