The graph represents a network of 1,718 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, 14 September 2019 at 02:42 UTC.
The requested start date was Saturday, 14 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 11-day, 6-hour, 38-minute period from Saturday, 31 August 2019 at 00:20 UTC to Wednesday, 11 September 2019 at 06:58 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 : 1718
Unique Edges : 2977
Edges With Duplicates : 1632
Total Edges : 4609
Number of Edge Types : 3
Mentions : 4256
Tweet : 339
Replies to : 14
Self-Loops : 339
Reciprocated Vertex Pair Ratio : 0.0376529651710072
Reciprocated Edge Ratio : 0.0725733293014817
Connected Components : 149
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 1374
Maximum Edges in a Connected Component : 4183
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.740267
Graph Density : 0.00112109067511558
Modularity : 0.499374
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[210] ty,wef [153] enricomolinari,#retailtech [116] https,t [116] t,co [113] ty,intengineering [108] #retail,#retailtech [107] 2020,ty [105] recycles,more [105] more,ww's [105] ww's,others Top Word Pairs in Tweet in G1:
[170] ty,wef [113] enricomolinari,#retailtech [97] ty,intengineering [96] 2020,ty [94] recycles,more [94] more,ww's [94] ww's,others [94] others,country [94] country,stops [94] stops,usage Top Word Pairs in Tweet in G2:
[107] https,t [105] t,co [51] #cio,#cto [51] future,store [51] store,#retail [50] grocery,shopping [49] #ciso,#cio [46] #retail,#amazongo [46] #amazongo,grocery [46] shopping,14 Top Word Pairs in Tweet in G3:
[14] #retailtech,#retailtechnology [7] retailers,brands [7] brands,leading [7] leading,way [7] way,providing [7] providing,technology [7] technology,one [7] one,step [7] step,ahead [7] ahead,customers Top Word Pairs in Tweet in G4:
[13] check,out [13] store,future [10] #retail,#retailtech [7] #retailtech,#fashion [6] see,goldmansachs [6] goldmansachs,store [6] future,report [6] report,important [6] important,adopt [6] adopt,#retailtech Top Word Pairs in Tweet in G5:
[69] amazing,transparent [69] transparent,#tv [69] #tv,future [69] future,television [69] television,sets [69] sets,#tech [69] #tech,#technology [69] #technology,#emergingtech [69] #emergingtech,#marketintelligence [68] diioannid,amazing Top Word Pairs in Tweet in G6:
[18] #startups,#ai [15] #tech,#technology [14] #entrepreneur,#startup [14] #startup,#startups [14] #ai,#innovation [14] #innovation,#tech [12] #technology,#iot [8] lack,class [8] class,vulgarity [8] vulgarity,pretentiousness Top Word Pairs in Tweet in G7:
[14] #retail,#retailtech [4] #retailers,#retailtech [4] visit,find [4] #retailtech,#retail [3] check,out [3] here,s [3] find,out [3] #retailmarketing,#retailtech [3] #retailtech,#grocery [3] #retailtech,#ai Top Word Pairs in Tweet in G8:
[33] regateando,algoritmos [33] algoritmos,grandes [33] grandes,distribuidores [33] distribuidores,liderados [33] liderados,amazon [33] amazon,han [33] han,empezado [33] empezado,utilizar [33] utilizar,#bigdata [32] dawruiz,regateando Top Word Pairs in Tweet in G9:
[21] tired,folding [21] folding,laundry [21] laundry,ugo [21] ugo,#robot [21] #robot,handle [21] handle,gt [21] gt,robotandaiworld [21] robotandaiworld,ugo_robot [21] ugo_robot,realcolinmac [21] realcolinmac,#ai Top Word Pairs in Tweet in G10:
[11] #retailtech,many [11] many,european [11] european,countries [11] countries,chosen [11] chosen,#huawei [11] #huawei,#5g [11] #5g,latest [11] latest,summary [11] summary,uk [11] uk,germany Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: