The graph represents a network of 2,897 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 Sunday, 10 February 2019 at 00:16 UTC.
The requested start date was Friday, 08 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, 13-hour, 31-minute period from Saturday, 26 January 2019 at 11:27 UTC to Friday, 08 February 2019 at 00:58 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 : 2897
Unique Edges : 6190
Edges With Duplicates : 3485
Total Edges : 9675
Number of Edge Types : 3
Mentions : 8998
Tweet : 654
Replies to : 23
Self-Loops : 654
Reciprocated Vertex Pair Ratio : 0.0300193193639471
Reciprocated Edge Ratio : 0.0582888472081951
Connected Components : 235
Single-Vertex Connected Components : 131
Maximum Vertices in a Connected Component : 2443
Maximum Edges in a Connected Component : 9137
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.624969
Graph Density : 0.000826130861226226
Modularity : 0.441638
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[775] tech,iot [597] ai,retailtech [562] iot,ai [361] future,retail [361] retail,retailtech [327] ai,iot [309] retailtech,logistics [285] robotics,retailtech [278] logistics,robotics [277] innovation,tech Top Word Pairs in Tweet in G1:
[137] future,retail [105] ai,retailtech [99] tech,iot [95] iot,retailtech [94] robotics,retailtech [94] ai,ar [91] powered,ai [89] paula_piccard,evankirstel [87] retail,powered [87] ar,iot Top Word Pairs in Tweet in G2:
[198] retailtech,logistics [176] logistics,robotics [176] robotics,ai [174] conveyor,belt [174] belt,omnidirectional [174] omnidirectional,change [174] change,shape [174] shape,size [174] size,supplychain [174] supplychain,retailtech Top Word Pairs in Tweet in G3:
[400] tech,iot [220] iot,ai [141] innovation,tech [111] innovation,robotics [95] ai,retailtech [90] ai,engineering [87] robotics,tech [70] 3dprinting,innovation [70] innovation,makes [70] makes,objects Top Word Pairs in Tweet in G4:
[260] ai,retailtech [165] evankirstel,ipfconline1 [162] ipfconline1,spirosmargaris [135] pff19,bnppevent [124] spirosmargaris,haroldsinnott [123] tech,iot [118] retailtech,evankirstel [117] robotics,retailtech [115] robotic,delivery [115] delivery,dogs Top Word Pairs in Tweet in G5:
[143] retail,retailtech [100] paula_piccard,pizza [100] pizza,atm [100] atm,available [100] available,24 [100] 24,7 [100] 7,retail [100] retailtech,digitaltransformation [100] digitaltransformation,tech [100] tech,food Top Word Pairs in Tweet in G6:
[85] ceo,cxo [85] cxo,radio [85] radio,tv [85] tv,csuite [85] csuite,vc [85] vc,privateequity [85] privateequity,media [85] media,fintech [85] fintech,retailtech [85] retailtech,corpgov Top Word Pairs in Tweet in G7:
[12] retail,retailtech [5] retailtech,retail [5] future,retail [4] https,t [4] t,co [4] robotics,retailtech [4] iot,ai [4] retailtech,bopis [4] retail,industry [4] learn,more Top Word Pairs in Tweet in G8:
[87] home,delivery [87] delivery,groceries [87] groceries,tunnel [87] tunnel,retailtech [87] retailtech,retail [87] retail,iot [87] iot,automation [87] automation,futuristic [87] futuristic,evankirstel [87] evankirstel,kashthefuturist Top Word Pairs in Tweet in G9:
[50] à,à [13] retail,retailtech [11] cstorenews_,credit [7] u,s [7] vladobotsvadze,future [7] future,smartphone [7] smartphone,tell [7] tell,everything [7] everything,food [7] food,buying Top Word Pairs in Tweet in G10:
[19] retail,retailtech [14] aneeshnair,retail [6] aneeshndtv,aneeshnair [4] https,t [4] t,co [4] retail,technology [4] technology,empower [4] empower,back [4] back,basics [4] basics,approach Top Replied-To in Entire Graph:
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Top Replied-To in G6:
Top Replied-To in G9:
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Top Mentioned in Entire Graph:
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Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: