The graph represents a network of 3,255 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 Wednesday, 23 January 2019 at 08:57 UTC.
The requested start date was Wednesday, 23 January 2019 at 01:01 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, 8-hour, 14-minute period from Wednesday, 09 January 2019 at 16:46 UTC to Wednesday, 23 January 2019 at 01:00 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 : 3255
Unique Edges : 6887
Edges With Duplicates : 3661
Total Edges : 10548
Number of Edge Types : 3
Mentions : 9687
Tweet : 810
Replies to : 51
Self-Loops : 810
Reciprocated Vertex Pair Ratio : 0.0305281642577334
Reciprocated Edge Ratio : 0.0592476078122952
Connected Components : 264
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 2755
Maximum Edges in a Connected Component : 9947
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.01611
Graph Density : 0.000720276214457074
Modularity : 0.486548
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[588] retail,retailtech [486] iot,retailtech [457] retailtech,mt [412] future,retail [322] paula_piccard,future [307] smart,grocery [304] new,way [303] way,smart [303] grocery,shop [298] ai,ar Top Word Pairs in Tweet in G1:
[459] iot,retailtech [453] retailtech,mt [363] future,retail [315] paula_piccard,future [284] retail,powered [284] powered,ai [284] ai,ar [273] ar,iot [267] mt,jblefevre60 [259] evankirstel,ipfconline1 Top Word Pairs in Tweet in G2:
[173] retail,retailtech [89] nrf2019,retailtech [83] retailtech,retail [47] retailtech,nrf2019 [47] nrf2019,retail [41] check,out [36] retailtech,retailrealtalk [34] big,show [29] ai,ml [27] machinelearning,ai Top Word Pairs in Tweet in G3:
[51] tech,iot [44] amazon,workspace [44] workspace,amazing [44] amazing,connects [44] connects,employees [44] employees,nature [44] nature,innovation [44] innovation,workplace [44] workplace,tech [43] pbalakrishnarao,amazon Top Word Pairs in Tweet in G4:
[60] retail,retailtech [51] retailtech,retail [44] marketing,ecommerce [44] ecommerce,robotics [43] retail,brand [43] brand,marketing [43] robotics,ar [41] ai,innovation [41] innovation,tech [41] startups,ai Top Word Pairs in Tweet in G5:
[28] retail,retailtech [13] retailtech,retail [8] retailtech,retailers [8] 2019,retailtech [6] retail,tech [6] trends,watch [5] customer,experience [5] watch,2019 [4] executives,retailtech [4] tech,trends Top Word Pairs in Tweet in G6:
[99] artificialintelligence,ai [98] ai,rajat_s [82] retail,retailtech [80] nrf2019,retail [79] tech,artificialintelligence [78] rajat_shrimal,new [78] new,way [78] way,smart [78] smart,grocery [78] grocery,shop Top Word Pairs in Tweet in G7:
[78] ceo,cxo [78] cxo,radio [78] radio,tv [78] tv,csuite [78] csuite,vc [78] vc,privateequity [78] privateequity,media [71] media,fintech [71] fintech,retailtech [66] chiefexecutive,f500 Top Word Pairs in Tweet in G8:
[20] podcast,generational [20] generational,loyalty [20] loyalty,ecommerce [20] ecommerce,matter [20] matter,glasheenjasmin1 [14] ust,smartops [13] experience,center [12] retail,retailtech [11] ust,global [11] global,partnership Top Word Pairs in Tweet in G9:
[70] mobile,app [70] app,uses [70] uses,ar [70] ar,try [70] try,shoes [70] shoes,before [70] before,buy [70] buy,ar [70] ar,vr [70] vr,mr Top Word Pairs in Tweet in G10:
[18] retailtech,qui [16] mwc2019,bonjourmobile [16] bonjourmobile,dans [16] dans,hall [16] hall,8 [16] 8,1 [16] 1,digital [16] digital,planet [16] planet,connected [16] connected,experience Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: