The graph represents a network of 2,093 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, 13 September 2019 at 07:28 UTC.
The requested start date was Thursday, 12 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, 6-hour, 49-minute period from Thursday, 29 August 2019 at 00:09 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 : 2093
Unique Edges : 3795
Edges With Duplicates : 2171
Total Edges : 5966
Number of Edge Types : 3
Mentions : 5519
Tweet : 429
Replies to : 18
Self-Loops : 429
Reciprocated Vertex Pair Ratio : 0.0371456500488759
Reciprocated Edge Ratio : 0.0716305372290292
Connected Components : 173
Single-Vertex Connected Components : 88
Maximum Vertices in a Connected Component : 1753
Maximum Edges in a Connected Component : 5577
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.866243
Graph Density : 0.000969269320753235
Modularity : 0.482019
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[292] ty,wef [179] 2020,ty [177] recycles,more [177] more,ww's [177] ww's,others [177] others,country [177] country,stops [177] stops,usage [177] usage,land [177] land,fill Top Word Pairs in Tweet in G1:
[115] enricomolinari,#retailtech [102] ty,intengineering [82] intengineering,enricomolinari [75] ty,wef [67] futuristic,#waste [67] #waste,collection [67] collection,system [67] system,#recycling [67] #recycling,ty [66] enricomolinari,futuristic Top Word Pairs in Tweet in G2:
[155] future,store [155] store,#retail [143] grocery,shopping [139] #retail,#amazongo [139] #amazongo,grocery [139] shopping,14 [139] 14,seconds [124] seconds,#video [110] https,t [108] t,co Top Word Pairs in Tweet in G3:
[167] ty,wef [127] 2020,ty [126] recycles,more [126] more,ww's [126] ww's,others [126] others,country [126] country,stops [126] stops,usage [126] usage,land [126] land,fill Top Word Pairs in Tweet in G4:
[16] #retailtech,#retailtechnology [8] retailers,brands [8] brands,leading [8] leading,way [8] way,providing [8] one,step [8] step,ahead [8] ahead,customers [8] top,10 [7] providing,technology Top Word Pairs in Tweet in G5:
[19] #retail,#retailtech [6] #retailers,#retailtech [4] #retailtech,#ai [4] #retail,#retailers [4] #digitaltransformation,#retailtech [4] future,retail [4] check,out [4] visit,find [3] #retailtech,#retail [3] #retailtechnology,#retailtech Top Word Pairs in Tweet in G6:
[15] check,out [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 Top Word Pairs in Tweet in G7:
[23] #startups,#ai [20] #entrepreneur,#startup [20] #startup,#startups [20] #ai,#innovation [20] #innovation,#tech [18] #tech,#technology [13] #technology,#iot [12] emily,lawton [11] #venturecapital,#bigdata [10] well,done Top Word Pairs in Tweet in G8:
[22] #retail,#retailtech [12] #retailtech,#futureofretail [11] explore,top [11] top,retail [11] retail,#ai [11] #ai,applications [11] more,brands [10] 30,more [8] brands,#retail [8] #futureofretail,#retailai Top Word Pairs in Tweet in G9:
[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 G10:
[67] amazing,transparent [67] transparent,#tv [67] #tv,future [67] future,television [67] television,sets [67] sets,#tech [67] #tech,#technology [67] #technology,#emergingtech [67] #emergingtech,#marketintelligence [66] diioannid,amazing Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: