The graph represents a network of 2,744 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, 14 March 2019 at 07:32 UTC.
The requested start date was Thursday, 14 March 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, 7-hour, 54-minute period from Thursday, 28 February 2019 at 00:02 UTC to Wednesday, 13 March 2019 at 07:56 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 : 2744
Unique Edges : 5343
Edges With Duplicates : 2879
Total Edges : 8222
Number of Edge Types : 3
Mentions : 7495
Tweet : 704
Replies to : 23
Self-Loops : 704
Reciprocated Vertex Pair Ratio : 0.0354213924271506
Reciprocated Edge Ratio : 0.0684192787327267
Connected Components : 294
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 2090
Maximum Edges in a Connected Component : 7404
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.041955
Graph Density : 0.00078838368324779
Modularity : 0.491207
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[697] tech,iot [517] retail,retailtech [446] iot,ai [423] ai,robotics [409] ai,retailtech [399] robots,tech [382] uses,deeplearning [323] innovation,tech [285] retailtech,hrtech [262] robotics,robots Top Word Pairs in Tweet in G1:
[347] tech,iot [254] robots,tech [232] iot,ai [221] ai,retailtech [215] ai,robotics [201] retailtech,logistics [200] robotics,ai [196] supplychain,retailtech [171] conveyor,belt [171] belt,omnidirectional Top Word Pairs in Tweet in G2:
[124] evankirstel,ipfconline1 [88] retailtech,evankirstel [86] ai,targets [86] targets,shoplifters [86] shoplifters,computervision [86] computervision,retailtech [86] ipfconline1,haroldsinnott [83] ai,robotics [77] artificial,intelligence [73] retail,retailtech Top Word Pairs in Tweet in G3:
[85] retail,retailtech [32] shoptalk,retail [24] https,t [24] t,co [20] ecommerce,retailtech [20] right,now [19] shoptalk,millennials [19] hotter,hot [19] hot,right [19] now,retail Top Word Pairs in Tweet in G4:
[267] tech,iot [159] iot,ai [141] uses,deeplearning [140] innovation,tech [139] smart,cart [139] cart,uses [139] deeplearning,enable [139] enable,pick [139] pick,n [139] n,go Top Word Pairs in Tweet in G5:
[34] retail,retailtech [9] e,commerce [8] retailtech,retailers [8] ecommerce,onlineshopping [8] retail,tech [7] retailers,etailers [7] etailers,digital [7] digital,pimworks [7] pimworks,pim [7] onlineshopping,webstore Top Word Pairs in Tweet in G6:
[107] ceo,ceos [107] ceos,cxo [107] cxo,radio [107] radio,tv [107] tv,csuite [107] csuite,vc [107] vc,privateequity [107] privateequity,media [107] media,fintech [107] fintech,retailtech Top Word Pairs in Tweet in G7:
[50] ai,artificialintelligence [47] uses,deeplearning [43] system,uses [43] deeplearning,make [43] make,shopping [43] shopping,experience [43] experience,easier [40] easier,video [40] video,ai [40] artificialintelligence,foodtech Top Word Pairs in Tweet in G8:
[22] flashback,retailtechtour [22] retailtechtour,2019 [19] bf_dach,flashback [11] french,retailtech [11] retailtech,chosen [9] 2019,really [9] really,delighted [9] delighted,participate [9] participate,opportunity [9] opportunity,meet Top Word Pairs in Tweet in G9:
[7] retailtech,retail [6] cx,retailtech [5] data,driven [5] retail,retailinnovation [5] retailinnovation,retailtech [4] latest,news [4] news,opinion [4] opinion,analysis [4] analysis,world [4] world,data Top Word Pairs in Tweet in G10:
[107] ecommerce,retail [58] create,profitable [58] profitable,ecommerce [58] retail,magento [58] magento,retailtechnology [54] ecommerce,store [54] store,ecommerce [49] 7,sensational [49] sensational,ecommerce [49] ecommerce,success Top Replied-To in Entire Graph:
Top Replied-To in G3:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: