The graph represents a network of 3,188 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, 26 January 2019 at 20:00 UTC.
The requested start date was Saturday, 26 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 3-day, 4-hour, 9-minute period from Tuesday, 22 January 2019 at 20:51 UTC to Saturday, 26 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 : 3188
Unique Edges : 3278
Edges With Duplicates : 3475
Total Edges : 6753
Number of Edge Types : 3
Mentions : 3098
Tweet : 3611
Replies to : 44
Self-Loops : 3611
Reciprocated Vertex Pair Ratio : 0.0285290848462393
Reciprocated Edge Ratio : 0.0554755043227666
Connected Components : 1259
Single-Vertex Connected Components : 815
Maximum Vertices in a Connected Component : 825
Maximum Edges in a Connected Component : 1954
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.198516
Graph Density : 0.000273224151282717
Modularity : 0.463924
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1148] link,bio [711] click,link [519] retail,job [361] check,out [357] bio,apply [326] see,latest [276] great,fit [260] retail,sales [255] retail,retail [232] store,manager Top Word Pairs in Tweet in G1:
[1076] link,bio [670] click,link [470] retail,job [336] bio,apply [296] check,out [293] see,latest [244] great,fit [239] retail,retail [212] shift,supervisor [211] bio,see Top Word Pairs in Tweet in G2:
[42] future,retail [34] retail,powered [34] powered,ai [34] ai,ar [34] ar,iot [34] iot,retailtech [31] retailtech,mt [31] mt,jblefevre60 [31] evankirstel,diioannid [30] paula_piccard,future Top Word Pairs in Tweet in G3:
[16] retailwire,retail [11] retaildive,retail [9] sap,s [7] retail,ecommerce [6] retail,tech [5] nrf2019,retail [5] recent,wwd [5] wwd,piece [5] piece,fashionkales [5] fashionkales,highlights Top Word Pairs in Tweet in G4:
[3] identified,visited [3] visited,store [3] store,psfk [3] psfk,walgreens [3] walgreens,testing [3] testing,smart [3] smart,cooler [3] cooler,advertising [3] advertising,technology [3] grocery,retail Top Word Pairs in Tweet in G5:
[24] store,manager [19] manager,candidate [16] candidate,retail [15] great,fit [13] recommend,anyone [13] want,work [12] anyone,job [10] apply,store [9] view,latest [9] latest,opening Top Word Pairs in Tweet in G6:
[30] cpg,consumergoods [30] retail,jobs [29] consumergoods,fmcg [28] fmcg,fastmovingconsumergoods [28] fastmovingconsumergoods,retail [24] inc,hiring [23] canada,inc [16] jobs,cpgconnectjobs [15] attention,sales [15] sales,experts Top Word Pairs in Tweet in G7:
[15] retail,guesswho [14] prizes,giveaway [14] giveaway,fun [14] fun,retail [11] waveinfratech,prizes [9] franchiseindia,contestalert [8] noidaretail,win [7] win,waveinfratech [7] guesswho,franchiseindia [5] contestalert,guess Top Word Pairs in Tweet in G8:
[22] digitalmarketing,ecommerce [22] ecommerce,mcommerce [21] mcommerce,retail [20] ecommerce,retail [19] retail,analytics [19] analytics,marketing [15] marketing,automation [11] automation,inboundmarketing [11] inboundmarketing,ai [10] roi,gamification Top Word Pairs in Tweet in G9:
[8] positive,net [7] retail,real [7] real,estate [7] consecutive,quarter [7] quarter,positive [7] retail,market [7] lease,rates [6] read,more [6] retail,strength [6] strength,retail Top Word Pairs in Tweet in G10:
[4] retail,industry [4] ntechyel,retail [4] retail,retailindustry [4] faire,revenir [3] great,loss [3] loss,luxuryretail [3] luxuryretail,retail [3] retail,atlarge [3] atlarge,passing [3] passing,blake Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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