The graph represents a network of 2,538 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, 05 September 2019 at 07:23 UTC.
The requested start date was Thursday, 05 September 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, 6-minute period from Thursday, 22 August 2019 at 00:57 UTC to Wednesday, 04 September 2019 at 23:03 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 : 2538
Unique Edges : 4846
Edges With Duplicates : 2505
Total Edges : 7351
Number of Edge Types : 3
Mentions : 6825
Tweet : 506
Replies to : 20
Self-Loops : 506
Reciprocated Vertex Pair Ratio : 0.0324003067484663
Reciprocated Edge Ratio : 0.0627669452181987
Connected Components : 196
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 2110
Maximum Edges in a Connected Component : 6832
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.785258
Graph Density : 0.000836322195105815
Modularity : 0.482757
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[320] future,store [320] store,#retail [296] #retail,#amazongo [294] grocery,shopping [293] #amazongo,grocery [293] shopping,14 [293] 14,seconds [275] seconds,#video [268] enricomolinari,#retailtech [245] ty,wef Top Word Pairs in Tweet in G1:
[168] ty,wef [146] enricomolinari,#retailtech [84] germany,recycles [84] recycles,more [84] more,ww's [84] ww's,others [84] others,country [84] country,stops [84] stops,usage [84] usage,land Top Word Pairs in Tweet in G2:
[171] #ai,#iot [140] watch,amazon [140] amazon,deliver [140] deliver,package [140] package,#drone [140] #drone,#ai [140] #iot,#autonomous [140] #autonomous,#drones [140] #drones,#4ir [140] #4ir,#robotics Top Word Pairs in Tweet in G3:
[59] #retail,#retailtech [28] https,t [28] t,co [26] #aneeshnair,#retailtech [24] check,out [18] find,out [17] #cio,#cto [14] #retailtech,aneeshnair [14] #retailtech,#ecommerce [14] #retailers,#retailtech Top Word Pairs in Tweet in G4:
[159] future,store [159] store,#retail [144] #retail,#amazongo [144] #amazongo,grocery [144] grocery,shopping [144] shopping,14 [144] 14,seconds [144] seconds,#video [144] #video,mvollmer1 [92] marcusborba,future Top Word Pairs in Tweet in G5:
[19] #retailtech,#retailtechnology [11] 1,000 [11] echo,dot [9] competition,time [9] time,help [9] help,1 [9] 000,twitter [9] twitter,followers [9] followers,win [9] win,echo Top Word Pairs in Tweet in G6:
[71] ty,digitaltrends [52] digitaltrends,enricomolinari [48] enricomolinari,wakeup [48] wakeup,today [48] today,keep [48] keep,personal [48] personal,#drone [48] #drone,going [48] going,#office [48] #office,ty Top Word Pairs in Tweet in G7:
[120] https,t [119] t,co [45] #cio,#cto [43] #cio,#cdo [43] #cdo,#cto [37] #ciso,#cio [35] #cto,#cdo [28] #security,snapshot [28] snapshot,shaping [28] shaping,new Top Word Pairs in Tweet in G8:
[21] #retail,#retailtech [6] #retailtech,#retail [5] #retail,#retailers [5] future,retail [5] #ecommerce,#retailtech [5] #retailers,#retailtech [5] find,out [4] #retailtech,#ai [4] #retailtech,#retailers [4] 6,best Top Word Pairs in Tweet in G9:
[42] #startups,#ai [41] #entrepreneur,#startup [40] #startup,#startups [37] #ai,#innovation [30] #innovation,#tech [29] #tech,#technology [28] #technology,#iot [22] #venturecapital,#bigdata [21] #bigdata,#artificialintelligence [20] #retailtech,#retail Top Word Pairs in Tweet in G10:
[30] regateando,algoritmos [30] algoritmos,grandes [30] grandes,distribuidores [30] distribuidores,liderados [30] liderados,amazon [30] amazon,han [30] han,empezado [30] empezado,utilizar [30] utilizar,#bigdata [29] dawruiz,regateando Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: