The graph represents a network of 2,018 Twitter users whose tweets in the requested range contained "marketingautomation ", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 22 January 2019 at 18:49 UTC.
The requested start date was Tuesday, 22 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 13-day, 23-hour, 51-minute period from Tuesday, 08 January 2019 at 01:07 UTC to Tuesday, 22 January 2019 at 00:58 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 : 2018
Unique Edges : 2247
Edges With Duplicates : 3311
Total Edges : 5558
Number of Edge Types : 3
Mentions : 3345
Tweet : 2177
Replies to : 36
Self-Loops : 2177
Reciprocated Vertex Pair Ratio : 0.0291457286432161
Reciprocated Edge Ratio : 0.056640625
Connected Components : 572
Single-Vertex Connected Components : 395
Maximum Vertices in a Connected Component : 1045
Maximum Edges in a Connected Component : 4149
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.229358
Graph Density : 0.000503156273754357
Modularity : 0.387175
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[954] digitalmarketing,marketingautomation [911] contentmarketing,leadgeneration [910] leadgeneration,digitalmarketing [909] inboundmarketing,socialselling [907] socialselling,contentmarketing [698] gt,gt [668] article,paru [668] paru,sur [668] sur,blog [667] blog,d' Top Word Pairs in Tweet in G1:
[106] marketing,automation [21] digital,marketing [21] find,out [19] use,marketingautomation [19] automation,marketingautomation [19] marketing,marketingautomation [17] customer,journey [17] read,more [16] nonprofit,use [16] marketingautomation,drive Top Word Pairs in Tweet in G2:
[76] marketing,automation [56] marketingautomation,marketing [54] transition,marketingautomation [54] marketing,onlinemarketing [54] onlinemarketing,digitalmarketing [53] imariajohnsen,transition [52] digitalmarketing,mariajohn [32] marketingautomation,tools [30] abm,marketingautomation [30] marketingautomation,dominiksuter Top Word Pairs in Tweet in G3:
[638] gt,gt [150] aiobns,gt [59] marketing,marketingautomation [58] marketingautomation,increase [57] buzz,marketingautomation [57] marketingautomation,future [57] future,holds [57] holds,marketing [57] marketing,general [57] general,finally Top Word Pairs in Tweet in G4:
[922] digitalmarketing,marketingautomation [910] contentmarketing,leadgeneration [910] leadgeneration,digitalmarketing [908] inboundmarketing,socialselling [907] socialselling,contentmarketing [667] article,paru [667] paru,sur [666] sur,blog [666] blog,d' [665] d',iandyoo Top Word Pairs in Tweet in G5:
[36] marketing,automation [17] good,morning [17] morning,cloudifynow [17] cloudifynow,checkout [17] checkout,latest [17] latest,deals [17] deals,websitebuilder [17] websitebuilder,wordpress [17] much,more [16] marketingautomation,seo Top Word Pairs in Tweet in G6:
[37] drafting,marketingstrategy [37] marketingstrategy,2019 [37] 2019,inspired [37] inspired,top [37] top,international [37] international,brands [37] brands,absolutely [37] absolutely,killing [35] sure,biz [35] biz,needs Top Word Pairs in Tweet in G7:
[39] 6,marketingautomation [39] marketingautomation,strategies [39] strategies,patch [39] patch,entire [39] entire,funnel [39] funnel,2019 [39] 2019,markgrowth [38] markgrowth,shane_barker [31] automated,emails [30] emails,great Top Word Pairs in Tweet in G8:
[8] marketing,automation [5] pardot,salesforce [5] pardot,marketingautomation [4] added,another [4] another,crm [4] crm,growing [4] growing,list [4] list,native [4] native,integrations [4] integrations,several Top Word Pairs in Tweet in G9:
[40] inboundmarketing,socialmedia [40] socialmedia,contentmarketing [40] contentmarketing,leadgen [39] leadgen,seo [35] seo,marketingautomation [31] marketing,automation [15] marketingautomation,dominiksuter [15] dominiksuter,marketingautou [12] 1,consultant [8] site,web Top Word Pairs in Tweet in G10:
[29] marketing,automation [16] 3,brilliant [16] brilliant,marketing [16] automation,hacks [16] hacks,content [16] content,marketers [16] marketers,marketingautomation [16] marketingautomation,content [16] digital,marketing [16] marketing,trends 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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