The graph represents a network of 2,541 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, 06 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 : 2541
Unique Edges : 4850
Edges With Duplicates : 2509
Total Edges : 7359
Number of Edge Types : 3
Mentions : 6832
Tweet : 507
Replies to : 20
Self-Loops : 507
Reciprocated Vertex Pair Ratio : 0.032369277916108
Reciprocated Edge Ratio : 0.062708719851577
Connected Components : 197
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 2112
Maximum Edges in a Connected Component : 6839
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.785864
Graph Density : 0.000835122882366977
Modularity : 0.477028
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:
[138] ty,wef [119] enricomolinari,#retailtech [94] ty,digitaltrends [81] germany,recycles [81] recycles,more [81] more,ww's [81] ww's,others [81] others,country [81] country,stops [81] stops,usage Top Word Pairs in Tweet in G2:
[165] #ai,#iot [134] watch,amazon [134] amazon,deliver [134] deliver,package [134] package,#drone [134] #drone,#ai [134] #iot,#autonomous [134] #autonomous,#drones [134] #drones,#4ir [134] #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 [143] #retail,#amazongo [143] #amazongo,grocery [143] grocery,shopping [143] shopping,14 [143] 14,seconds [143] seconds,#video [143] #video,mvollmer1 [93] marcusborba,future Top Word Pairs in Tweet in G5:
[19] #retailtech,#retailtechnology [12] 1,000 [12] echo,dot [10] competition,time [10] time,help [10] help,1 [10] 000,twitter [10] twitter,followers [10] followers,win [10] win,echo Top Word Pairs in Tweet in G6:
[122] https,t [121] t,co [46] #cio,#cto [43] #cio,#cdo [43] #cdo,#cto [38] #ciso,#cio [36] #cto,#cdo [28] #security,snapshot [28] snapshot,shaping [28] shaping,new Top Word Pairs in Tweet in G7:
[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 G8:
[43] #startups,#ai [42] #entrepreneur,#startup [41] #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 G9:
[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 Word Pairs in Tweet in G10:
[17] #retailtech,influencers [11] top,#retailtech [10] theretaildoctor,retailminded [9] follow,top [9] influencers,dresserman [9] dresserman,maryportas [9] maryportas,neilretail [9] neilretail,theretaildoctor [7] full,list [6] icymi,#retailtech Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: