The graph represents a network of 1,970 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, 16 May 2019 at 07:00 UTC.
The requested start date was Thursday, 16 May 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, 22-hour, 28-minute period from Thursday, 02 May 2019 at 01:12 UTC to Wednesday, 15 May 2019 at 23:40 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 : 1970
Unique Edges : 2609
Edges With Duplicates : 1680
Total Edges : 4289
Number of Edge Types : 3
Mentions : 3585
Replies to : 44
Tweet : 660
Self-Loops : 660
Reciprocated Vertex Pair Ratio : 0.0256124721603563
Reciprocated Edge Ratio : 0.0499457111834962
Connected Components : 218
Single-Vertex Connected Components : 121
Maximum Vertices in a Connected Component : 1511
Maximum Edges in a Connected Component : 3664
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.168393
Graph Density : 0.000712309838022341
Modularity : 0.566157
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[341] #tech,#iot [290] #innovation,#robotics [280] #iot,#ai [208] #retail,#retailtech [162] #ai,#retailtech [150] #robotics,#tech [149] push,themselves [149] themselves,back [148] chairs,push [148] #hrtech,#fintech Top Word Pairs in Tweet in G1:
[56] https,t [55] t,co [49] #retail,#retailtech [31] vr,ar [31] #cio,#cdo [30] #cdo,#cto [29] #aneeshnair,#retailtech [29] ar,mass [29] mass,personalization [29] personalization,far Top Word Pairs in Tweet in G2:
[141] #innovation,#robotics [127] #ai,#retailtech [125] #retailtech,#hrtech [124] #robot,evolved [124] evolved,efficient [124] efficient,#warehouse [124] #warehouse,worker [124] worker,#innovation [124] #robotics,#robots [91] nathealings,#robot Top Word Pairs in Tweet in G3:
[232] #tech,#iot [183] #iot,#ai [118] #innovation,#robotics [110] #hrtech,#fintech [109] #office,chairs [109] chairs,push [109] push,themselves [109] themselves,back [109] back,#innovation [109] #robotics,#tech Top Word Pairs in Tweet in G4:
[28] day,2 [25] thank,everyone [23] #retailexpo19,wrap [23] wrap,here [23] here,look [23] look,back [23] back,best [23] best,bits [23] bits,day [23] 2,thank Top Word Pairs in Tweet in G5:
[102] #ai,powered [100] walmart,#retail [100] #retail,lab [100] lab,equipped [100] equipped,#ai [100] powered,sensors [100] sensors,inventory [100] inventory,track [100] track,product [100] product,freshness Top Word Pairs in Tweet in G6:
[39] #retail,#retailtech [9] #retailtech,#retailindustry [8] learn,more [7] more,#retail [7] #ecommerce,#ecommercenews [7] #ecommercenews,#retailtrends [7] #retailtrends,#ecommercetrends [7] #ecommercetrends,#ecommerceindustry [6] #retailtech,#retailtechnology [6] daily,roundup Top Word Pairs in Tweet in G7:
[40] #retail,#retailtech [35] #tech,#iot [32] #iot,#digitaltransformation [30] one,day [30] day,smartphone [30] smartphone,#health [30] #health,#wellness [30] #wellness,coach [30] coach,irmaraste [30] irmaraste,#tech Top Word Pairs in Tweet in G8:
[8] #retailtech,#innovation [6] #retail,#retailtech [5] check,out [4] #retailexpo19,brought [4] brought,good [4] good,news [4] news,#retailers [4] #retailers,check [4] out,top [4] top,3 Top Word Pairs in Tweet in G9:
[9] influentials,top [9] top,movers [9] movers,shakers [9] shakers,retail [9] 8,evolving [8] #retailtech,#retail [8] monthly,roundup [8] roundup,here [8] here,don [8] don,t Top Word Pairs in Tweet in G10:
[16] #retailtech,champions [12] #scaleup,innovantes [12] innovantes,#retailtech [12] #retailtech,c'est [12] c'est,moment [12] moment,ou [12] ou,jamais [12] jamais,s'inscrire [12] s'inscrire,au [12] au,retail 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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