The graph represents a network of 2,034 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, 17 May 2019 at 06:22 UTC.
The requested start date was Friday, 17 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, 23-hour, 13-minute period from Friday, 03 May 2019 at 00:47 UTC to Friday, 17 May 2019 at 00:00 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 : 2034
Unique Edges : 2718
Edges With Duplicates : 1666
Total Edges : 4384
Number of Edge Types : 3
Tweet : 663
Mentions : 3679
Replies to : 42
Self-Loops : 663
Reciprocated Vertex Pair Ratio : 0.0252252252252252
Reciprocated Edge Ratio : 0.0492091388400703
Connected Components : 237
Single-Vertex Connected Components : 133
Maximum Vertices in a Connected Component : 1554
Maximum Edges in a Connected Component : 3735
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.225675
Graph Density : 0.00068800872138718
Modularity : 0.571494
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[346] #innovation,#robotics [283] #tech,#iot [222] #iot,#ai [214] #retail,#retailtech [172] #ai,#retailtech [151] #robotics,#tech [150] push,themselves [150] themselves,back [149] chairs,push [149] #hrtech,#fintech Top Word Pairs in Tweet in G1:
[61] https,t [60] t,co [59] #retail,#retailtech [35] #cio,#cto [33] #cto,#cdo [30] #aneeshnair,#retailtech [29] vr,ar [27] ar,mass [27] mass,personalization [27] personalization,far Top Word Pairs in Tweet in G2:
[171] #innovation,#robotics [114] #ai,#retailtech [113] #retailtech,#hrtech [111] #robotics,#robots [110] #robot,evolved [110] evolved,efficient [110] efficient,#warehouse [110] #warehouse,worker [110] worker,#innovation [79] nathealings,#robot Top Word Pairs in Tweet in G3:
[185] #tech,#iot [136] #iot,#ai [118] #innovation,#robotics [111] #hrtech,#fintech [110] #office,chairs [110] chairs,push [110] push,themselves [110] themselves,back [110] back,#innovation [110] #robotics,#tech Top Word Pairs in Tweet in G4:
[112] #ai,powered [110] walmart,#retail [110] #retail,lab [110] lab,equipped [110] equipped,#ai [110] powered,sensors [110] sensors,inventory [110] inventory,track [110] track,product [110] product,freshness Top Word Pairs in Tweet in G5:
[18] #ecommerce,#retailtech [16] #retailtech,#retailtechnology [16] #retailexpo19,wrap [16] wrap,here [16] here,look [16] look,back [16] back,best [16] best,bits [16] bits,day [16] day,2 Top Word Pairs in Tweet in G6:
[36] #retail,#retailtech [9] #retailtech,#retailindustry [8] learn,more [7] more,#retail [7] #ecommerce,#ecommercenews [7] #ecommercenews,#retailtrends [7] #retailtrends,#ecommercetrends [7] #ecommercetrends,#ecommerceindustry [5] #retailtech,#retailtechnology [5] e,commerce Top Word Pairs in Tweet in G7:
[40] #retail,#retailtech [32] #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:
[9] #retailtech,#innovation [6] #retail,#retailtech [5] check,out [5] j30,014 [4] help,#retailers [4] #retailers,improve [4] #retailexpo19,brought [4] brought,good [4] good,news [4] news,#retailers Top Word Pairs in Tweet in G9:
[8] #retail,#retailtech [8] risnewsinsights,miss [8] roadmap,alert [7] booth,#11a [7] miss,finding [7] finding,out [7] out,made [7] made,year's [7] year's,influentials [7] influentials,top Top Word Pairs in Tweet in G10:
[18] #cegidconnections,2019 [10] looking,forward [9] official,#cegidconnections [9] 2019,now [9] now,open [9] open,re [9] re,looking [9] forward,sharing [9] sharing,latest [9] latest,news Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: