The graph represents a network of 1,914 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 Friday, 29 March 2019 at 06:22 UTC.
The requested start date was Friday, 29 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, 23-hour, 2-minute period from Friday, 15 March 2019 at 00:54 UTC to Thursday, 28 March 2019 at 23:57 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 : 1914
Unique Edges : 2582
Edges With Duplicates : 1540
Total Edges : 4122
Number of Edge Types : 3
Mentions : 3416
Tweet : 678
Replies to : 28
Self-Loops : 678
Reciprocated Vertex Pair Ratio : 0.0333205668326312
Reciprocated Edge Ratio : 0.0644922164566345
Connected Components : 219
Single-Vertex Connected Components : 98
Maximum Vertices in a Connected Component : 1415
Maximum Edges in a Connected Component : 3504
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.58699
Graph Density : 0.000736860102002413
Modularity : 0.574426
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[316] #retail,#retailtech [244] conveyor,belt [242] belt,omnidirectional [242] omnidirectional,change [242] change,shape [242] shape,size [241] size,#supplychain [241] #supplychain,#retailtech [214] #retailtech,#logistics [209] #ai,#iot Top Word Pairs in Tweet in G1:
[219] conveyor,belt [219] belt,omnidirectional [219] omnidirectional,change [219] change,shape [219] shape,size [218] size,#supplychain [216] #supplychain,#retailtech [190] #retailtech,#logistics [178] #logistics,#robotics [175] #ai,#iot Top Word Pairs in Tweet in G2:
[86] #retail,#retailtech [28] #retailtech,#retail [28] #aneeshnair,#retailtech [28] https,t [26] t,co [23] find,out [22] retail,technology [21] #ecommerce,#retail [21] #retailtech,#retailers [20] check,out Top Word Pairs in Tweet in G3:
[69] #iot,#ai [61] #innovation,#tech [48] kit,turn [48] turn,#car [48] #car,#selfdriving [48] #selfdriving,#vehicle [48] #vehicle,#innovation [48] #tech,#cars [48] #cars,#iot [47] #ai,#transportation Top Word Pairs in Tweet in G4:
[13] #ecommerce,#retailtech [12] #retail,#retailtech [9] #retailtech,#retailtechnology [7] 2019,#retailtechnology [7] last,week [6] latest,#retailtech [6] #retailtech,#ecommerce [6] #artificialinteligence,#machinelearning [6] top,10 [6] 10,last Top Word Pairs in Tweet in G5:
[16] #retail,#retailtech [7] #retailtech,#retail [5] #retailtech,#innovation [5] location,insider [5] check,out [4] engage,customers [4] #retailtech,#retailtechnology [4] insider,#retailtech [4] retail,store [3] #retailmarketing,#retailtech Top Word Pairs in Tweet in G6:
[25] les,retailers [22] retailers,contre [22] contre,attaquent [16] parti,pour [14] c'est,parti [13] #retailtech,sont [11] chez,lafayette_pnp [10] salle,comble [10] comble,pour [9] #needforspeed,les Top Word Pairs in Tweet in G7:
[28] warehouse,operations [26] #retail,#retailtech [17] #artificialintelligence,#machinelearning [17] #machinelearning,helping [17] helping,warehouse [17] operations,transforming [17] transforming,#supplychain [17] #supplychain,sector [17] sector,v [16] evankirstel,#artificialintelligence Top Word Pairs in Tweet in G8:
[9] 5g,impact [9] impact,10 [9] 10,industries [9] industries,techrepublic [9] techrepublic,#5g [9] #5g,#ai [9] #ai,#ar [9] #ar,#vr [9] #vr,#healthtech [9] #healthtech,#fintech Top Word Pairs in Tweet in G9:
[47] #iot,#retailtech [46] #internetofthings,#retail [46] #retail,huge [46] huge,opportunities [46] opportunities,#iot [46] #retailtech,#dataanalytics [13] #tech,#iot [12] #innovation,#robotics [12] #robotics,#robots [12] #robots,#tech Top Word Pairs in Tweet in G10:
[10] retail,week [10] week,live [6] kudos,#startups [6] #startups,retail [6] live,launchpad [6] launchpad,#innovative [6] #innovative,solutions [6] solutions,great [6] great,pitches [6] pitches,past 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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