The graph represents a network of 3,403 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 March 2019 at 18:46 UTC.
The requested start date was Saturday, 16 March 2019 at 00:01 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, 57-minute period from Thursday, 14 March 2019 at 18:02 UTC to Saturday, 16 March 2019 at 00:00 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 : 3403
Unique Edges : 3183
Edges With Duplicates : 3172
Total Edges : 6355
Number of Edge Types : 3
Tweet : 3503
Mentions : 2815
Replies to : 37
Self-Loops : 3503
Reciprocated Vertex Pair Ratio : 0.0350737345555998
Reciprocated Edge Ratio : 0.0677705044281864
Connected Components : 1368
Single-Vertex Connected Components : 848
Maximum Vertices in a Connected Component : 736
Maximum Edges in a Connected Component : 1200
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 10.492169
Graph Density : 0.00022432397460967
Modularity : 0.476577
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1053] link,bio [681] click,link [468] retail,job [400] shift,supervisor [337] bio,apply [329] see,latest [324] check,out [278] cvs,health [243] barista,store [239] job,opening Top Word Pairs in Tweet in G1:
[1034] link,bio [666] click,link [453] retail,job [392] shift,supervisor [333] bio,apply [318] see,latest [281] check,out [278] cvs,health [237] job,opening [234] barista,store Top Word Pairs in Tweet in G2:
[80] shopin,announcement [80] announcement,updates [80] updates,first [80] first,product [80] product,retail [80] retail,intelligence [80] intelligence,data [80] data,engine [80] engine,live [80] live,testing Top Word Pairs in Tweet in G3:
[10] retail,ecommerce [8] crecimiento,ecommerce [8] ecommerce,parte [8] parte,total [8] total,ventas [8] ventas,retail [8] retail,viene [8] viene,creciendo [8] creciendo,doble [8] doble,dígito Top Word Pairs in Tweet in G4:
[9] robotics,warehouse [9] warehouse,future [9] future,1100 [9] 1100,whizzing [9] whizzing,robots [9] robots,revolutionizing [9] revolutionizing,retail [9] retail,innovation [9] innovation,tech [8] pbalakrishnarao,robotics Top Word Pairs in Tweet in G5:
[9] something,brilliant [7] dying,slow [7] slow,death [7] death,kohls [7] kohls,something [7] brilliant,partnered [7] partnered,amazon [7] amazon,justinjbariso [6] tamaramccleary,dying [6] retail,apocalypse Top Word Pairs in Tweet in G6:
[13] gt,gt [9] cpg,retail [9] retail,news [8] innovation,tech [7] ai,machinelearning [6] future,retail [6] retail,smart [6] smart,shopping [6] shopping,carts [6] carts,enabling Top Word Pairs in Tweet in G7:
[14] retaildive,retail [8] brick,mortar [6] reinventingretail,retail [5] jansen_caroline,retaildive [4] corinnesusan,retaildive [4] fast,fashion [4] clothing,retail [4] uniqlo,become [4] become,unofficial [4] unofficial,clothier Top Word Pairs in Tweet in G8:
[13] customer,experience [12] antgrasso,retail [12] retail,marketing [12] marketing,executives [12] executives,72 [12] 72,believe [12] believe,current [12] current,functional [12] functional,kpis [12] kpis,better Top Word Pairs in Tweet in G9:
[7] retail,cre [4] hudson,yards [3] cover,thermostat [3] thermostat,prevent [3] prevent,tampering [3] tampering,keyless [3] keyless,homedepot [3] homedepot,hvac [3] hvac,facilities [3] facilities,retail Top Word Pairs in Tweet in G10:
[6] nomniate,retail [6] retail,executive [6] executive,analyst [6] analyst,solutions [6] solutions,provider [5] fourth,quarter [5] top,10 [5] 10,movers [5] provider,now [4] movers,shakers Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: