The graph represents a network of 3,093 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 February 2019 at 08:32 UTC.
The requested start date was Thursday, 14 February 2019 at 01:01 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 12-day, 7-hour, 56-minute period from Friday, 01 February 2019 at 17:04 UTC to Thursday, 14 February 2019 at 01:01 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 : 3093
Unique Edges : 6080
Edges With Duplicates : 3261
Total Edges : 9341
Number of Edge Types : 3
Replies to : 33
Tweet : 682
Mentions : 8626
Self-Loops : 682
Reciprocated Vertex Pair Ratio : 0.0283763277693475
Reciprocated Edge Ratio : 0.05518666076435
Connected Components : 240
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 2550
Maximum Edges in a Connected Component : 8674
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.700947
Graph Density : 0.000708627627631396
Modularity : 0.488535
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[649] tech,iot [537] iot,ai [505] ai,retailtech [482] retail,retailtech [384] ai,iot [346] retailtech,logistics [326] innovation,tech [314] supplychain,retailtech [313] logistics,robotics [311] robotics,ai Top Word Pairs in Tweet in G1:
[247] evankirstel,ipfconline1 [247] ipfconline1,spirosmargaris [243] retailtech,evankirstel [188] ai,retailtech [153] ai,iot [141] retail,retailtech [139] spirosmargaris,haroldsinnott [137] retailtech,retail [133] haroldsinnott,paula_piccard [133] paula_piccard,mclynd Top Word Pairs in Tweet in G2:
[210] iot,ai [167] ai,retailtech [155] tech,iot [139] future,retail [118] retail,2027 [98] drones,futureofwork [89] robots,tech [89] retailtech,hrtech [78] retail,retailtech [74] ai,robots Top Word Pairs in Tweet in G3:
[204] retailtech,logistics [186] logistics,robotics [186] robotics,ai [185] conveyor,belt [185] belt,omnidirectional [185] omnidirectional,change [185] change,shape [185] shape,size [185] size,supplychain [185] supplychain,retailtech Top Word Pairs in Tweet in G4:
[285] tech,iot [185] iot,ai [126] innovation,tech [86] ai,retailtech [84] ai,engineering [75] innovation,robotics [60] 3dprinting,innovation [60] innovation,makes [60] makes,objects [60] objects,apparently Top Word Pairs in Tweet in G5:
[129] think,augmented [129] augmented,reality [129] reality,future [129] future,product [129] product,displays [129] displays,nike [127] nike,adidas [126] adidas,shoes [126] shoes,nba [126] nba,lebronjames Top Word Pairs in Tweet in G6:
[19] retail,retailtech [6] retailtech,retailers [5] retailtech,ai [5] gt,gt [5] notre,prochaine [5] prochaine,formation [5] formation,merchandising [5] merchandising,lieu [5] lyon,les [5] les,26 Top Word Pairs in Tweet in G7:
[50] à,à [30] retail,retailtech [25] tech,iot [22] brand,marketing [21] retailtech,brand [17] marketing,ecommerce [17] ecommerce,robotics [17] robotics,ar [16] future,smartphone [16] smartphone,tell Top Word Pairs in Tweet in G8:
[75] retail,retailtech [74] paula_piccard,pizza [74] pizza,atm [74] atm,available [74] available,24 [74] 24,7 [74] 7,retail [74] retailtech,digitaltransformation [74] digitaltransformation,tech [74] tech,food Top Word Pairs in Tweet in G9:
[39] fashiontech,counterfeit [39] counterfeit,machinelearning [39] ai,retailtech [38] machinelearning,retail [37] retail,ai [36] device,detect [36] detect,knockoff [36] knockoff,handbag [36] handbag,seconds [36] seconds,fashiontech Top Word Pairs in Tweet in G10:
[13] wirecard,enables [13] enables,alipay [13] alipay,payments [13] payments,stockmann [13] stockmann,leading [13] leading,luxury [13] luxury,fashion [13] fashion,department [13] department,store [13] store,chain 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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