The graph represents a network of 2,101 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, 23 August 2019 at 07:22 UTC.
The requested start date was Thursday, 22 August 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, 23-hour, 35-minute period from Thursday, 08 August 2019 at 00:06 UTC to Wednesday, 21 August 2019 at 23:42 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 : 2101
Unique Edges : 3566
Edges With Duplicates : 2466
Total Edges : 6032
Number of Edge Types : 3
Mentions : 5385
Tweet : 618
Replies to : 29
Self-Loops : 618
Reciprocated Vertex Pair Ratio : 0.0488830486202365
Reciprocated Edge Ratio : 0.093209721874217
Connected Components : 219
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 1510
Maximum Edges in a Connected Component : 5218
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.753497
Graph Density : 0.000904557920264727
Modularity : 0.499159
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[194] #ai,#retailtech [130] #retail,#retailtech [103] enricomolinari,#retailtech [102] jblefevre60,mikequindazzi [101] #robotic,delivery [101] delivery,dogs [101] dogs,#ai [101] #retailtech,ht [101] ht,jblefevre60 [101] sallyeaves,diioannid Top Word Pairs in Tweet in G1:
[90] enricomolinari,#retailtech [72] enricomolinari,#ar [67] enricomolinari,#agritech [52] #ai,#sensors [51] #vr,simulator [51] simulator,makes [51] makes,feel [51] feel,flying [51] flying,bird [51] bird,enricomolinari Top Word Pairs in Tweet in G2:
[115] #ai,#retailtech [91] jblefevre60,mikequindazzi [90] #robotic,delivery [90] delivery,dogs [90] dogs,#ai [90] #retailtech,ht [90] ht,jblefevre60 [90] sallyeaves,diioannid [83] mikequindazzi,spirosmargaris [83] spirosmargaris,sallyeaves Top Word Pairs in Tweet in G3:
[17] #retailtech,#payments [14] #retailtech,#retailtechnology [13] #retail,#retailtech [13] grab,go [11] #payments,#ecommerce [11] introducing,wirecard's [11] wirecard's,grab [11] go,store [11] store,#unmannedstore [11] #unmannedstore,prototype Top Word Pairs in Tweet in G4:
[14] #retail,#retailtech [12] find,out [8] #ecommerce,#retailtech [7] out,more [6] check,out [6] e,commerce [6] #retailtechnology,#retailtech [5] #retailtech,#retail [5] retailers,embracing [5] embracing,emerging Top Word Pairs in Tweet in G5:
[95] nice,facade [95] facade,new [95] new,lego [95] lego,brand [95] brand,retail [95] retail,store [95] store,salzburg [95] salzburg,europark [95] europark,shopping [95] shopping,center Top Word Pairs in Tweet in G6:
[70] #ai,#innovation [67] #innovation,#tech [57] #startup,#ai [42] #entrepreneur,#startup [40] #bigdata,#artificialintelligence [38] #venturecapital,#bigdata [35] #retailtech,#retail [31] #technology,#iot [30] #tech,#business [27] #business,#technology Top Word Pairs in Tweet in G7:
[9] #retail,#futureofretail [9] #computervision,scary [9] scary,word [9] word,#retail [8] check,out [7] out,ceo [7] ceo,trevorsumner [7] trevorsumner,retexperience [7] retexperience,explaining [7] explaining,#computervision Top Word Pairs in Tweet in G8:
[17] top,#retailtech [17] #retailtech,influencers [15] dresserman,maryportas [14] maryportas,neilretail [12] influencers,follow [12] #retailtech,#ai [12] neilretail,theretaildoctor [11] #twitter,#linkedin [9] #retail,#retailtech [7] follow,#twitter Top Word Pairs in Tweet in G9:
[28] sound,futurists [28] futurists,dream [28] dream,walmart [28] walmart,use [28] use,blockchain [28] blockchain,power [28] power,drone [28] drone,delivery [28] delivery,system [27] usdxwallet,sound Top Word Pairs in Tweet in G10:
[12] #tribune,comment [12] comment,concurrencer [12] concurrencer,les [12] les,géants [12] géants,l'e [12] l'e,commerce [12] commerce,grâce [12] grâce,aux [12] aux,retailtech [12] retailtech,et Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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