The graph represents a network of 1,862 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 Thursday, 08 August 2019 at 07:21 UTC.
The requested start date was Thursday, 08 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, 36-minute period from Thursday, 25 July 2019 at 00:14 UTC to Wednesday, 07 August 2019 at 23:51 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 : 1862
Unique Edges : 2306
Edges With Duplicates : 1456
Total Edges : 3762
Number of Edge Types : 3
Mentions : 3075
Tweet : 662
Replies to : 25
Self-Loops : 662
Reciprocated Vertex Pair Ratio : 0.0413469735720375
Reciprocated Edge Ratio : 0.0794105607859189
Connected Components : 275
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 1279
Maximum Edges in a Connected Component : 2998
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.919334
Graph Density : 0.000705013474039747
Modularity : 0.552752
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[346] 14,seconds [242] future,store [240] store,#retail [240] #retail,#amazongo [240] #amazongo,grocery [240] grocery,shopping [240] shopping,14 [235] seconds,#video [216] #video,#retail [216] #retail,#future Top Word Pairs in Tweet in G1:
[36] picking,#robot [31] first,raspberries [31] raspberries,picking [31] #robot,increasing [31] increasing,fruit [31] fruit,production [31] production,plymuni [31] plymuni,enricomolinari [30] #ai,#iot [30] enricomolinari,first Top Word Pairs in Tweet in G2:
[100] 14,seconds [93] future,#retail [90] #ml,#automation [90] #automation,#retailtech [88] #retail,looks [88] looks,awesome [88] awesome,n [88] n,out [88] out,store [88] store,14 Top Word Pairs in Tweet in G3:
[31] #retail,#retailtech [30] #retailtech,#ecommerce [28] #retailtech,#retailtechnology [26] #aneeshnair,#retailtech [21] thanks,mention [20] top,10 [18] https,t [17] retail,technology [17] t,co [15] find,out Top Word Pairs in Tweet in G4:
[22] #retail,#retailtech [22] avanco,hear [22] earbuds,#google [22] #google,#earbuds [22] #earbuds,#android [22] #android,#news [22] #news,#business [22] #earphones,#headphones [20] brick,mortar [19] mortar,stores Top Word Pairs in Tweet in G5:
[137] 14,seconds [134] future,store [134] store,#retail [134] #retail,#amazongo [134] #amazongo,grocery [134] grocery,shopping [134] shopping,14 [131] seconds,#video [122] #video,#retail [122] #retail,#future Top Word Pairs in Tweet in G6:
[34] https,t [33] t,co [28] #ar,#vr [28] #vr,gets [28] gets,real [28] real,4 [28] 4,promising [28] promising,pilots [28] pilots,#augmentedreality [28] #augmentedreality,#virtualreality Top Word Pairs in Tweet in G7:
[98] #startup,#startups [97] #startups,#ai [97] #innovation,#tech [94] #ai,#innovation [89] #entrepreneur,#startup [76] #tech,#business [61] #business,#technology [59] #technology,#iot [58] #iot,#retailtech [58] #venturecapital,#bigdata Top Word Pairs in Tweet in G8:
[48] future,store [48] store,#retail [48] #retail,#amazongo [48] #amazongo,grocery [48] grocery,shopping [48] shopping,14 [48] 14,seconds [48] seconds,#video [48] #video,#retail [48] #retail,#future Top Word Pairs in Tweet in G9:
[9] #retail,#retailtech [9] macy,s [9] s,blends [9] blends,online [9] online,store [9] store,experiences [9] experiences,new [9] fragrance,bars [8] joanverdon,growwithco [8] growwithco,macys Top Word Pairs in Tweet in G10:
[6] named,perchexperience [6] perchexperience,one [6] one,top [5] #retailtech,#retailmarketing [5] #retailers,#retailtech [5] #design,#designthinking [4] ai,retail [4] retail,market [4] market,forecasted [4] forecasted,hit Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: