The graph represents a network of 2,058 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 Saturday, 18 May 2019 at 23:13 UTC.
The requested start date was Saturday, 18 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, 42-minute period from Saturday, 04 May 2019 at 00:17 UTC to Saturday, 18 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 : 2058
Unique Edges : 2761
Edges With Duplicates : 1634
Total Edges : 4395
Number of Edge Types : 3
Tweet : 686
Mentions : 3673
Replies to : 36
Self-Loops : 686
Reciprocated Vertex Pair Ratio : 0.0224358974358974
Reciprocated Edge Ratio : 0.0438871473354232
Connected Components : 249
Single-Vertex Connected Components : 138
Maximum Vertices in a Connected Component : 1527
Maximum Edges in a Connected Component : 3673
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.249697
Graph Density : 0.000678193355264184
Modularity : 0.579507
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[390] #innovation,#robotics [278] #tech,#iot [220] #retail,#retailtech [207] #iot,#ai [174] #ai,#retailtech [153] #robotics,#tech [152] push,themselves [152] themselves,back [152] #hrtech,#fintech [151] chairs,push Top Word Pairs in Tweet in G1:
[226] #innovation,#robotics [123] #ai,#retailtech [122] #retailtech,#hrtech [121] #robotics,#robots [120] #robot,evolved [120] evolved,efficient [120] efficient,#warehouse [120] #warehouse,worker [120] worker,#innovation [91] nathealings,#robot Top Word Pairs in Tweet in G2:
[67] #retail,#retailtech [59] https,t [58] t,co [34] #cio,#cto [32] #cto,#cdo [29] #ecommerce,#retail [28] #aneeshnair,#retailtech [26] vr,ar [24] future,#retail [24] ar,mass Top Word Pairs in Tweet in G3:
[170] #tech,#iot [122] #innovation,#robotics [121] #iot,#ai [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:
[114] #ai,powered [112] walmart,#retail [112] #retail,lab [112] lab,equipped [112] equipped,#ai [112] powered,sensors [112] sensors,inventory [112] inventory,track [112] track,product [112] product,freshness Top Word Pairs in Tweet in G5:
[20] #ecommerce,#retailtech [19] #retailtech,#ecommerce [16] #retailtech,#retailtechnology [16] #innovation,#robotics [13] vegan,filter [11] #retail,#retailtech [11] #retailtechnology,week [11] week,numbers [10] check,out [9] #iot,#ai Top Word Pairs in Tweet in G6:
[34] #retail,#retailtech [9] #retailtech,#retailindustry [8] more,#retail [7] learn,more [7] #ecommerce,#ecommercenews [7] #ecommercenews,#retailtrends [7] #retailtrends,#ecommercetrends [7] #ecommercetrends,#ecommerceindustry [6] #retailtech,#retailers [5] e,commerce Top Word Pairs in Tweet in G7:
[33] #tech,#iot [33] #iot,#digitaltransformation [31] #retail,#retailtech [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:
[11] #retailtech,#innovation [7] #retail,#retailtech [5] j30,014 [5] check,out [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:
[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 Word Pairs in Tweet in G10:
[10] #retailinnovation,#retailtech [9] #retail,#retailinnovation [7] risnewsinsights,miss [7] miss,finding [7] finding,out [7] out,made [7] made,year's [7] year's,influentials [7] influentials,top [7] top,movers 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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