The graph represents a network of 3,272 Twitter users whose tweets in the requested range contained "#retail", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 March 2019 at 08:16 UTC.
The requested start date was Thursday, 28 February 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 1-day, 6-hour, 40-minute period from Tuesday, 26 February 2019 at 18:20 UTC to Thursday, 28 February 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 : 3272
Unique Edges : 3335
Edges With Duplicates : 3184
Total Edges : 6519
Number of Edge Types : 3
Replies to : 44
Tweet : 3472
Mentions : 3003
Self-Loops : 3472
Reciprocated Vertex Pair Ratio : 0.028411214953271
Reciprocated Edge Ratio : 0.0552526354053072
Connected Components : 1281
Single-Vertex Connected Components : 809
Maximum Vertices in a Connected Component : 797
Maximum Edges in a Connected Component : 1629
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.519453
Graph Density : 0.000257037655502643
Modularity : 0.481213
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1031] link,bio [659] click,link [441] retail,job [396] shift,supervisor [334] see,latest [328] bio,apply [286] cvs,health [281] check,out [274] barista,store [246] great,fit Top Word Pairs in Tweet in G1:
[1002] link,bio [639] click,link [424] retail,job [380] shift,supervisor [322] bio,apply [318] see,latest [273] cvs,health [264] barista,store [242] check,out [234] great,fit Top Word Pairs in Tweet in G2:
[32] future,retail [31] retail,fact [31] fact,already [31] already,here [31] here,china [31] china,wef [31] wef,mt [31] mt,ronald_vanloon [31] ronald_vanloon,topcybernews [31] topcybernews,robotics Top Word Pairs in Tweet in G3:
[12] walmart,acquires [12] retail,giant [11] american,retail [11] giant,walmart [11] acquires,israeli [11] israeli,aspectiva [11] aspectiva,developers [11] developers,artificialintelligence [11] artificialintelligence,based [11] based,tech Top Word Pairs in Tweet in G4:
[26] retailwire,retail [11] retail,ecommerce [8] retail,sales [7] retail,cpg [6] store,sales [6] walmart,getting [6] getting,rid [6] rid,greeters [6] greeters,people [6] people,happy Top Word Pairs in Tweet in G5:
[6] big,national [6] national,hardware [6] hardware,show [6] show,isn [6] isn,t [6] t,afraid [6] afraid,think [6] think,small [6] small,focus [6] focus,spring Top Word Pairs in Tweet in G6:
[5] wait,shoptalk [5] shoptalk,démarre [5] démarre,dimanche [5] dimanche,et [5] et,révèle [5] révèle,les [5] les,75 [5] 75,changements [5] changements,à [5] à,venir Top Word Pairs in Tweet in G7:
[47] wait,lindaproject [47] lindaproject,going [47] going,announce [47] announce,retail [47] retail,supplement [47] supplement,partnership [47] partnership,announcement [47] announcement,week [46] davidglindateam,wait Top Word Pairs in Tweet in G8:
[30] autonomous,stores [24] make,shopping [24] shopping,smarter [24] smarter,smoother [24] smoother,experience [24] experience,5g [24] 5g,ai [24] ai,computervision [24] computervision,power [24] power,pop Top Word Pairs in Tweet in G9:
[32] ecommerce,retail [24] e,commerce [24] commerce,store [15] 9,ways [15] ways,build [15] build,e [15] store,ecommerce [14] mikeschiemer,9 [11] overstock,blockchain [11] blockchain,company Top Word Pairs in Tweet in G10:
[12] retaildive,retail [5] experiential,retail [4] retaildive,experiential [3] non,shoppable [3] shoppable,showrooms [3] showrooms,viable [3] viable,concept [3] concept,brands [3] brands,jansen_caroline [3] jansen_caroline,retaildive 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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