The graph represents a network of 1,590 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, 15 June 2019 at 23:14 UTC.
The requested start date was Saturday, 15 June 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, 23-minute period from Saturday, 01 June 2019 at 01:03 UTC to Friday, 14 June 2019 at 23:26 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 : 1590
Unique Edges : 1952
Edges With Duplicates : 1393
Total Edges : 3345
Number of Edge Types : 3
Mentions : 2702
Tweet : 623
Replies to : 20
Self-Loops : 623
Reciprocated Vertex Pair Ratio : 0.0391658189216684
Reciprocated Edge Ratio : 0.0753793441018111
Connected Components : 262
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 1033
Maximum Edges in a Connected Component : 2556
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.562015
Graph Density : 0.000808625336927224
Modularity : 0.565171
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[217] #retail,#retailtech [134] #ai,#retailtech [133] #robotics,#robots [127] #innovation,#robotics [118] #iot,#ai [103] #robot,evolved [103] evolved,efficient [103] efficient,#warehouse [103] #warehouse,worker [103] worker,#innovation Top Word Pairs in Tweet in G1:
[122] #robotics,#robots [118] #innovation,#robotics [105] #ai,#retailtech [96] #iot,#ai [95] #robot,evolved [95] evolved,efficient [95] efficient,#warehouse [95] #warehouse,worker [95] worker,#innovation [73] nathealings,#robot Top Word Pairs in Tweet in G2:
[27] #retailtech,#retailtechnology [24] #retail,#retailtech [23] #aneeshnair,#retailtech [22] #ecommerce,#retailtech [21] https,t [20] t,co [15] retail,technology [15] #retailtech,#ecommerce [12] #cio,#cto [12] #retailtech,aneeshnair Top Word Pairs in Tweet in G3:
[30] #retail,#retailtech [11] ð,ð [7] check,out [7] sales,use [6] boost,sales [6] use,#3d [6] #3d,apps [6] apps,engage [6] engage,customers [6] customers,better Top Word Pairs in Tweet in G4:
[86] future,#retail [85] vladobotsvadze,future [84] #retail,10 [84] 10,years [84] years,now [84] now,1 [84] 1,personalized [84] personalized,offerings [84] offerings,#ai [84] #ai,2 Top Word Pairs in Tweet in G5:
[15] https,t [15] t,co [15] #software,#automate [15] #automate,basic [15] basic,tasks [15] tasks,catching [15] catching,hold [15] hold,#enterprises [14] #enterprises,#cios [14] #cios,seeking Top Word Pairs in Tweet in G6:
[42] #retail,#retailtech [40] future,retail [40] retail,#ai [40] #ai,#retail [39] evankirstel,future [11] #ai,#retailtech [7] artificial,intelligence [7] intelligence,changing [7] changing,#retail [7] #retail,experience Top Word Pairs in Tweet in G7:
[11] #walmart,taking [11] taking,giant [11] giant,leaps [11] leaps,enabling [11] retail,stores [10] role,machine [10] machine,learning [10] learning,redefining [10] redefining,retail [10] retail,banking Top Word Pairs in Tweet in G8:
[11] #omnicanal,#delivery [10] landscape,french [10] french,startup [10] startup,#retailtech [10] #retailtech,#drivetostore [10] #drivetostore,#omnicanal [10] #delivery,https [10] https,t [10] t,co [10] co,5ukppotp16 Top Word Pairs in Tweet in G9:
[6] #retail,#retailtech [6] thought,leaders [4] interesting,read [4] great,article [4] insights,check [4] check,out [4] out,following [4] following,thought [4] leaders,theretaildoctor [3] shayservicedock,interesting Top Word Pairs in Tweet in G10:
[27] smart,shopping [27] shopping,automation [27] automation,now [27] now,more [27] more,buzzword [27] buzzword,retail [27] retail,#infographic [27] #infographic,ht [20] ht,raconteur [20] raconteur,antgrasso Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: