The graph represents a network of 4,720 Twitter users whose tweets in the requested range contained "ecommerce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 September 2019 at 16:52 UTC.
The requested start date was Saturday, 14 September 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 18-hour, 27-minute period from Wednesday, 11 September 2019 at 06:17 UTC to Thursday, 12 September 2019 at 00:45 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 : 4720
Unique Edges : 4631
Edges With Duplicates : 1655
Total Edges : 6286
Number of Edge Types : 3
Tweet : 3146
Replies to : 226
Mentions : 2914
Self-Loops : 3146
Reciprocated Vertex Pair Ratio : 0.0206438068579426
Reciprocated Edge Ratio : 0.0404525197120329
Connected Components : 2379
Single-Vertex Connected Components : 1721
Maximum Vertices in a Connected Component : 579
Maximum Edges in a Connected Component : 1012
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.624055
Graph Density : 0.000130961744983317
Modularity : 0.609522
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[239] e,commerce [224] gt,gt [147] #ecommerce,#retail [130] #tokoin,#msme [126] check,out [125] #msme,#blockchain [122] #blockchain,#crypto [120] #crypto,#cryptotrading [118] #cryptotrading,#btc [116] #btc,#emergingmarkets Top Word Pairs in Tweet in G1:
[103] e,commerce [79] check,out [73] #tokoin,#msme [69] #msme,#blockchain [69] #blockchain,#crypto [68] #crypto,#cryptotrading [68] #ecommerce,#retail [66] #cryptotrading,#btc [66] #btc,#emergingmarkets [66] #emergingmarkets,#ecommerce Top Word Pairs in Tweet in G2:
[101] professional,website [101] website,business [101] business,today [101] today,business [101] business,websites [101] websites,ecommerce [101] ecommerce,domain [101] domain,hosting [101] hosting,search [101] search,engine Top Word Pairs in Tweet in G3:
[6] jack,ma [5] festive,season [4] latest,ecommerce [4] ecommerce,daily [4] daily,thanks [4] find,out [3] days,before [3] before,start [3] start,festive [3] season,sale Top Word Pairs in Tweet in G4:
[10] hackaton,ecommerce [10] ecommerce,ecommaster [8] hoy,lanzo [8] lanzo,ecommniches [8] ecommniches,directorio [8] directorio,más [8] más,250 [8] 250,nichos [8] nichos,ecommerce [8] ecommerce,constante Top Word Pairs in Tweet in G5:
[25] #fintech,#ecommerce [22] gt,gt [18] highest,valued [18] valued,#startups [18] #startups,#digitaltransformation [18] #digitaltransformation,#ai [18] #ai,#fintech [18] #ecommerce,#4ir [18] #4ir,mt [17] helene_wpli,highest Top Word Pairs in Tweet in G6:
[27] e,commerce [23] pour,e [23] commerce,xperience [14] 30,septembre [11] septembre,à [11] à,16h [10] 2,nouveaux [10] nouveaux,intervenants [10] intervenants,seront [10] seront,présents Top Word Pairs in Tweet in G7:
[25] listen,now [16] don,t [15] #socialmedia,#socialmediamarketing [14] dmickoh,don [14] gt,gt [10] t,know [10] know,numbers [10] numbers,always [10] always,complain [10] complain,business Top Word Pairs in Tweet in G8:
[144] gt,gt [35] mikequindazzi,gt [34] 1,2 [33] #genz,1 [33] 2,#onlineshopping [33] #onlineshopping,#smartphone [33] #smartphone,gt [33] gt,#pwc [32] #pwc,mikequindazzi [32] gt,#fintech Top Word Pairs in Tweet in G9:
[57] #tokoin,#msme [56] #msme,#blockchain [53] #blockchain,#crypto [52] #crypto,#cryptotrading [52] #cryptotrading,#btc [50] #btc,#emergingmarkets [49] #emergingmarkets,#ecommerce [48] #ecommerce,#retail [22] tokoin,#tokoin [13] tokoinofficial,#tokoin Top Word Pairs in Tweet in G10:
[7] dmexco,köln [6] erleben,sie [6] freuen,uns [5] dialog,dmexco [5] dmexco,freuen [5] uns,guten [5] guten,austausch [5] austausch,rund [5] rund,themen [5] themen,#content 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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Top Tweeters in G10: