The graph represents a network of 1,766 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, 10 August 2019 at 23:20 UTC.
The requested start date was Saturday, 10 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, 22-hour, 43-minute period from Saturday, 27 July 2019 at 01:16 UTC to Saturday, 10 August 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 : 1766
Unique Edges : 2162
Edges With Duplicates : 1335
Total Edges : 3497
Number of Edge Types : 3
Mentions : 2882
Tweet : 589
Replies to : 26
Self-Loops : 589
Reciprocated Vertex Pair Ratio : 0.0425436632333184
Reciprocated Edge Ratio : 0.0816151202749141
Connected Components : 231
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 1237
Maximum Edges in a Connected Component : 2822
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.162113
Graph Density : 0.00074687438843243
Modularity : 0.573805
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[290] 14,seconds [189] future,store [188] store,#retail [188] #retail,#amazongo [188] #amazongo,grocery [188] grocery,shopping [188] shopping,14 [184] seconds,#video [166] #video,#retail [166] #retail,#future Top Word Pairs in Tweet in G1:
[41] picking,#robot [33] first,raspberries [33] raspberries,picking [33] increasing,fruit [33] fruit,production [33] plymuni,enricomolinari [32] #robotics,#ai [32] enricomolinari,first [30] #robot,ðÿ [30] ðÿ,increasing Top Word Pairs in Tweet in G2:
[234] 14,seconds [148] future,store [148] store,#retail [148] #retail,#amazongo [148] #amazongo,grocery [148] grocery,shopping [148] shopping,14 [145] seconds,#video [137] #video,#retail [137] #retail,#future Top Word Pairs in Tweet in G3:
[23] #retailtech,#retailtechnology [13] top,10 [13] co,op [10] exclusive,comment [10] 10,last [10] s,popular [10] #retailtech,#payments [10] revo,air [9] #retailtech,#ecommerce [9] rounds,up Top Word Pairs in Tweet in G4:
[74] #ai,#retailtech [69] #retailtech,#retail [65] autonomous,checkouts [65] checkouts,#ai [64] evankirstel,autonomous [15] #attinfluencer,#retailtech [14] #retail,#retailtech [14] t,working [14] working,#5g [14] #5g,robots Top Word Pairs in Tweet in G5:
[67] ð,ð [23] avanco,hear [23] earbuds,#google [23] #google,#earbuds [23] #earbuds,#android [23] #android,#news [23] #news,#business [23] #earphones,#headphones [18] hear,hearing [18] hearing,aid Top Word Pairs in Tweet in G6:
[30] #retail,#retailtech [28] #aneeshnair,#retailtech [24] https,t [23] t,co [19] #retailtech,#ecommerce [15] find,out [15] yes,#brickandmortar [15] #brickandmortar,stores [15] stores,compete [15] compete,#ecommerce Top Word Pairs in Tweet in G7:
[94] #entrepreneur,#startup [88] #ai,#innovation [86] #startup,#startups [86] #innovation,#tech [83] #startups,#ai [74] #tech,#business [59] #business,#technology [55] #technology,#iot [54] #venturecapital,#bigdata [48] #iot,#retailtech Top Word Pairs in Tweet in G8:
[28] #ar,#vr [28] #vr,gets [28] gets,real [28] real,4 [28] 4,promising [28] promising,pilots [28] pilots,#augmentedreality [28] #augmentedreality,#virtualreality [28] #virtualreality,#business [28] #business,https Top Word Pairs in Tweet in G9:
[9] s,blends [9] blends,online [9] online,store [9] store,experiences [9] experiences,new [9] fragrance,bars [8] #retail,#retailtech [8] macy,s [8] joanverdon,growwithco [8] growwithco,macys Top Word Pairs in Tweet in G10:
[8] #cx,#leadership [7] #neuroscience,#futureofretail [7] #futureofretail,raconteur [7] raconteur,#tech [7] #tech,#cx [7] #leadership,#analytics [7] #analytics,#branding [7] #branding,#martech [6] noikeanolife,#neuroscience [6] #martech,#â Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: