The graph represents a network of 3,351 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, 15 February 2019 at 23:53 UTC.
The requested start date was Friday, 15 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, 28-minute period from Wednesday, 13 February 2019 at 18:32 UTC to Friday, 15 February 2019 at 01:01 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 : 3351
Unique Edges : 3295
Edges With Duplicates : 3037
Total Edges : 6332
Number of Edge Types : 3
Tweet : 3398
Mentions : 2896
Replies to : 38
Self-Loops : 3398
Reciprocated Vertex Pair Ratio : 0.0302091402013943
Reciprocated Edge Ratio : 0.0586466165413534
Connected Components : 1346
Single-Vertex Connected Components : 843
Maximum Vertices in a Connected Component : 714
Maximum Edges in a Connected Component : 1365
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.899054
Graph Density : 0.000236953103773879
Modularity : 0.485865
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[974] link,bio [620] click,link [459] retail,job [373] shift,supervisor [319] gt,gt [314] see,latest [283] bio,apply [281] check,out [247] great,fit [229] cvs,health Top Word Pairs in Tweet in G1:
[941] link,bio [598] click,link [446] retail,job [354] shift,supervisor [308] see,latest [269] bio,apply [248] check,out [229] great,fit [222] bio,see [222] cvs,health Top Word Pairs in Tweet in G2:
[57] pbalakrishnarao,future [54] future,retail [54] retail,smart [54] smart,shopping [54] shopping,carts [54] carts,enabling [54] enabling,'grab [54] 'grab,n [54] n,go' [53] innovation,tech Top Word Pairs in Tweet in G3:
[12] retaildive,retail [10] read,full [10] full,article [9] digitaltransformation,requires [9] requires,data [9] data,driven [9] driven,culture [9] culture,ronald_vanloon [9] ronald_vanloon,read [9] article,here Top Word Pairs in Tweet in G4:
[74] proud,total [74] total,becomes [74] becomes,1st [74] 1st,energy [74] energy,major [74] major,enter [74] enter,saudiarabia [74] saudiarabia,s [74] s,fuel [74] fuel,retail Top Word Pairs in Tweet in G5:
[280] gt,gt [67] gt,pwc [67] mikequindazzi,gt [58] pwc,mikequindazzi [54] attributes,early [54] early,ai [54] ai,adopters [54] adopters,ecommerce [54] ecommerce,shoppers [54] shoppers,gt Top Word Pairs in Tweet in G6:
[74] trinet,provides [74] provides,integrated [74] integrated,hr [74] hr,solution [74] solution,combining [74] combining,workers [74] workers,compensation [74] compensation,payroll [74] payroll,benefits [74] benefits,hr Top Word Pairs in Tweet in G7:
[11] au,hubday [6] hubday,retail [5] retail,ecommerce [4] reinventingretail,retail [4] stratégie,retail [4] future,retail [4] aujourd,hui [4] hui,au [3] wollnerludivine,hubday [3] retail,hubinstitute Top Word Pairs in Tweet in G8:
[8] boston,area [8] area,medical [8] medical,center [8] center,anchor [8] anchor,housing [8] housing,office [8] office,retail [8] retail,development [8] development,himss19 [8] himss19,retail Top Word Pairs in Tweet in G9:
[13] find,out [13] out,walmart [13] walmart,ceo [13] ceo,doug [13] doug,mcmillon [13] mcmillon,considers [13] considers,retail [13] retail,giant [13] giant,technology [13] technology,company Top Word Pairs in Tweet in G10:
[4] join,euromonitor [4] euromonitor,next [4] next,week [4] week,explore [4] explore,top [4] top,5 [4] 5,digital [4] digital,trends [4] trends,redefine [4] redefine,commerce Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G10: