The graph represents a network of 3,262 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 Thursday, 24 January 2019 at 08:30 UTC.
The requested start date was Thursday, 24 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, 6-hour, 9-minute period from Thursday, 10 January 2019 at 18:44 UTC to Thursday, 24 January 2019 at 00:53 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 : 3262
Unique Edges : 6985
Edges With Duplicates : 3739
Total Edges : 10724
Number of Edge Types : 3
Mentions : 9858
Tweet : 813
Replies to : 53
Self-Loops : 813
Reciprocated Vertex Pair Ratio : 0.02920095566764
Reciprocated Edge Ratio : 0.0567449058550426
Connected Components : 257
Single-Vertex Connected Components : 143
Maximum Vertices in a Connected Component : 2731
Maximum Edges in a Connected Component : 10020
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.918208
Graph Density : 0.000728938755795364
Modularity : 0.482849
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[576] retail,retailtech [535] iot,retailtech [457] retailtech,mt [447] future,retail [347] ai,ar [339] powered,ai [338] retail,powered [328] ar,iot [322] paula_piccard,future [310] evankirstel,ipfconline1 Top Word Pairs in Tweet in G1:
[504] iot,retailtech [451] retailtech,mt [404] future,retail [331] retail,powered [331] powered,ai [331] ai,ar [320] ar,iot [315] paula_piccard,future [305] evankirstel,ipfconline1 [266] mt,jblefevre60 Top Word Pairs in Tweet in G2:
[191] retail,retailtech [118] retailtech,retail [81] nrf2019,retailtech [62] ecommerce,robotics [61] retail,brand [61] marketing,ecommerce [60] brand,marketing [60] robotics,ar [54] tech,iot [51] retailtech,nrf2019 Top Word Pairs in Tweet in G3:
[94] artificialintelligence,ai [94] ai,rajat_s [76] retail,retailtech [75] nrf2019,retail [74] rajat_shrimal,new [74] new,way [74] way,smart [74] smart,grocery [74] grocery,shop [74] shop,nrf2019 Top Word Pairs in Tweet in G4:
[28] retail,retailtech [15] retailtech,retail [7] retail,tech [7] 2019,retailtech [6] nrf2019,retailtech [6] trends,watch [6] customer,experience [5] watch,2019 [5] retailers,retailtech [4] tech,trends Top Word Pairs in Tweet in G5:
[24] ecommerce,retailtech [14] booth,3173 [13] cdw_uk,cdwcorp [13] check,out [10] cdwcorp,booth [10] 2pm,est [9] 3173,international [9] retail,retailtech [9] experts,cdw_uk [9] looking,forward Top Word Pairs in Tweet in G6:
[88] mobile,app [88] app,uses [88] uses,ar [88] ar,try [88] try,shoes [88] shoes,before [88] before,buy [88] buy,ar [88] ar,vr [88] vr,mr Top Word Pairs in Tweet in G7:
[21] podcast,generational [21] generational,loyalty [21] loyalty,ecommerce [21] ecommerce,matter [21] matter,glasheenjasmin1 [14] ust,smartops [13] experience,center [12] retail,retailtech [11] ust,global [11] global,partnership Top Word Pairs in Tweet in G8:
[35] retail,retailtech [19] omnichannel,blockchain [14] ai,tech [14] robotic,retailtech [13] alexa,autonomous [13] autonomous,navigation [13] navigation,cnet [13] cnet,ces2019 [13] ces2019,robot [13] robot,ai Top Word Pairs in Tweet in G9:
[76] ceo,cxo [76] cxo,radio [76] radio,tv [76] tv,csuite [76] csuite,vc [76] vc,privateequity [76] privateequity,media [69] media,fintech [69] fintech,retailtech [64] chiefexecutive,f500 Top Word Pairs in Tweet in G10:
[67] booth,2437 [57] zappar,showing [57] showing,augmentedreality [57] augmentedreality,solutions [57] solutions,integrated [57] integrated,toshiba [57] toshiba,tcx [57] tcx,amplify [57] amplify,pos [57] pos,platform Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
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: