The graph represents a network of 3,243 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 Saturday, 16 February 2019 at 19:45 UTC.
The requested start date was Saturday, 16 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, 5-hour, 49-minute period from Thursday, 14 February 2019 at 19:11 UTC to Saturday, 16 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 : 3243
Unique Edges : 3245
Edges With Duplicates : 3122
Total Edges : 6367
Number of Edge Types : 3
Mentions : 2830
Tweet : 3500
Replies to : 37
Self-Loops : 3500
Reciprocated Vertex Pair Ratio : 0.0247446975648075
Reciprocated Edge Ratio : 0.04829436565734
Connected Components : 1315
Single-Vertex Connected Components : 863
Maximum Vertices in a Connected Component : 754
Maximum Edges in a Connected Component : 1365
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.411416
Graph Density : 0.000248149908796111
Modularity : 0.47973
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1067] link,bio [701] click,link [474] retail,job [393] shift,supervisor [335] see,latest [323] bio,apply [272] check,out [268] great,fit [266] cvs,health [231] bio,see Top Word Pairs in Tweet in G1:
[1034] link,bio [679] click,link [457] retail,job [380] shift,supervisor [324] see,latest [310] bio,apply [259] cvs,health [258] great,fit [239] check,out [228] bio,see Top Word Pairs in Tweet in G2:
[143] gt,gt [39] mikequindazzi,gt [32] criminal,shopping [32] shopping,list [32] list,infographic [32] retail,socialmedia [32] socialmedia,fintech [31] fisher85m,2018 [31] fintech,fisher85m [30] fisher85m,infose Top Word Pairs in Tweet in G3:
[10] ecommerce,retail [10] retail,analytics [8] analytics,marketing [7] retaildive,retail [6] marketing,automation [6] automation,inbound_marketing [6] inbound_marketing,ai [6] ai,ml [6] ml,personalization [6] personalization,ecommerce_business Top Word Pairs in Tweet in G4:
[82] proud,total [82] total,becomes [82] becomes,1st [82] 1st,energy [82] energy,major [82] major,enter [82] enter,saudiarabia [82] saudiarabia,s [82] s,fuel [82] fuel,retail Top Word Pairs in Tweet in G5:
[27] changing,future [27] future,shopping [27] shopping,everyone [27] everyone,getzippin [27] getzippin,internetofthings [27] internetofthings,iot [27] iot,smarttech [27] smarttech,automation [27] automation,retail [23] ronald_vanloon,changing Top Word Pairs in Tweet in G6:
[23] hubday,retail [12] retail,ecommerce [7] wollnerludivine,hubday [7] les,tendances [6] au,coeur [6] tendances,l [6] confiance,et [5] hubday,cliente [5] cliente,omnicanal [5] omnicanal,dépense Top Word Pairs in Tweet in G7:
[25] ecommerce,retail [22] grocery,retail [19] automated,local [19] local,fulfillment [19] fulfillment,imperative [19] imperative,jeffashcroft [19] jeffashcroft,ecommerce [19] retail,fulfillment [14] stevenpdennis,retail [12] retailers,now Top Word Pairs in Tweet in G8:
[5] find,out [4] rueda,prensa [4] nuevo,informe [4] sobre,ecommerce [4] ecommerce,españa [4] out,walmart [4] walmart,ceo [4] ceo,doug [4] doug,mcmillon [4] mcmillon,considers Top Word Pairs in Tweet in G9:
[2] semicvet50,vladimerantonov [2] vladimerantonov,montynishimura [2] montynishimura,brindusab1 [2] brindusab1,hakflak [2] hakflak,bperrionni [2] bperrionni,ritacobix [2] ritacobix,koksalakn [2] koksalakn,amparofashion [2] amparofashion,papryka5 Top Word Pairs in Tweet in G10:
[5] locally,owned [5] owned,loved [5] loved,fan [5] fan,letter [5] letter,small [5] small,business [5] business,making [5] making,difference [5] difference,people [5] people,pets Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: