The graph represents a network of 4,140 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, 18 January 2019 at 08:35 UTC.
The requested start date was Wednesday, 16 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 6-day, 1-hour, 1-minute period from Wednesday, 09 January 2019 at 23:59 UTC to Wednesday, 16 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 : 4140
Unique Edges : 4972
Edges With Duplicates : 2960
Total Edges : 7932
Number of Edge Types : 3
Mentions : 5322
Tweet : 2547
Replies to : 63
Self-Loops : 2547
Reciprocated Vertex Pair Ratio : 0.0293849658314351
Reciprocated Edge Ratio : 0.0570922770524452
Connected Components : 1303
Single-Vertex Connected Components : 866
Maximum Vertices in a Connected Component : 1878
Maximum Edges in a Connected Component : 4590
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.515558
Graph Density : 0.000263722129432183
Modularity : 0.574042
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[613] link,bio [451] retail,job [356] click,link [242] retail,sales [235] see,latest [196] check,out [186] bio,see [181] latest,retail [174] nrf2019,retail [169] sales,associate Top Word Pairs in Tweet in G1:
[603] link,bio [444] retail,job [348] click,link [231] see,latest [193] retail,sales [179] bio,see [173] latest,retail [160] sales,associate [149] retail,retail [133] bio,apply Top Word Pairs in Tweet in G2:
[30] nrf2019,retail [28] retail,nrf2019 [25] future,retail [21] nrf2019,very [21] very,exciting [21] exciting,year [21] year,love [21] love,highlighting [21] highlighting,incredible [21] incredible,things Top Word Pairs in Tweet in G3:
[85] gt,gt [71] nrf2019,retail [55] nrf,nrf19 [54] retailrealtalk,retail [53] mobile,iot [52] telco,mobile [51] retail,tech [51] tech,telco [49] nrf19,nrf2019 [48] bigdata,ai Top Word Pairs in Tweet in G4:
[9] retail,ecommerce [8] nrf2019,retail [8] retail,cre [6] amazon,retail [6] retail,industry [6] j,c [6] c,penney's [6] penney's,new [6] new,ceo [6] ceo,jill Top Word Pairs in Tweet in G5:
[8] future,retail [7] alibabagroup,s [7] s,perspective [7] perspective,future [7] retail,look [7] look,mt [7] mt,craigbuj [7] craigbuj,nrf19 [7] nrf19,nrf2019 [7] nrf2019,alibaba Top Word Pairs in Tweet in G6:
[6] key,retail [6] retail,ensuring [6] ensuring,right [6] right,products [6] products,available [6] available,right [6] right,place [6] place,delivering [6] delivering,information [5] transforming,retail Top Word Pairs in Tweet in G7:
[13] retail,sales [12] retail,remains [12] remains,largely [12] largely,offline [12] offline,11 [12] 11,global [12] global,retail [12] sales,made [12] made,online [12] online,2018 Top Word Pairs in Tweet in G8:
[6] traditional,retail [5] nrf2019,retail [4] retail,therapy [4] therapy,court [4] court,rules [4] rules,favor [4] favor,fashion [4] fashion,statement [4] retaildive,retail [4] retail,connectedjourney Top Word Pairs in Tweet in G9:
[16] retail,tongue [16] tongue,twisters [16] s4hana,fashion [12] nrf2019,see [11] more,retail [10] getting,ready [10] ready,nrf2019 [10] learn,more [10] booth,3424 [9] nrf2019,read Top Word Pairs in Tweet in G10:
[9] retail,isn [9] isn,t [9] t,products [9] products,s [9] s,people [9] people,excited [9] excited,hearing [9] hearing,nrffoundation [9] nrffoundation,president [8] foster_edu,retail 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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