The graph represents a network of 1,741 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, 18 June 2019 at 17:22 UTC.
The requested start date was Tuesday, 18 June 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 13-day, 16-hour, 43-minute period from Tuesday, 04 June 2019 at 00:37 UTC to Monday, 17 June 2019 at 17:20 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 : 1741
Unique Edges : 2029
Edges With Duplicates : 2311
Total Edges : 4340
Number of Edge Types : 3
Tweet : 1566
Mentions : 2734
Replies to : 40
Self-Loops : 1566
Reciprocated Vertex Pair Ratio : 0.0472569255839218
Reciprocated Edge Ratio : 0.0902489626556017
Connected Components : 502
Single-Vertex Connected Components : 364
Maximum Vertices in a Connected Component : 994
Maximum Edges in a Connected Component : 3207
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.224892
Graph Density : 0.000636442261350657
Modularity : 0.45281
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[746] gt,gt [447] marketing,automation [189] aiobns,gt [154] #marketing,#marketingautomation [98] learn,more [81] need,know [73] channel,#marketingautomation [72] multi,channel [71] use,multi [71] #marketingautomation,increase Top Word Pairs in Tweet in G1:
[124] marketing,automation [37] #marketing,#marketingautomation [21] digital,marketing [21] email,marketing [19] #marketingautomation,#marketing [17] marketing,conference [17] conference,#marketing [17] #marketing,#adtech [17] #adtech,#advertising [17] #advertising,#cro Top Word Pairs in Tweet in G2:
[692] gt,gt [177] aiobns,gt [76] learn,more [72] multi,channel [71] use,multi [71] channel,#marketingautomation [71] #marketingautomation,increase [71] increase,#engagement [71] #engagement,five [71] five,important Top Word Pairs in Tweet in G3:
[36] marketing,automation [36] best,tools [35] 7,best [27] tools,#marketingautomation [27] traffic,booster [24] gt,gt [23] small,businesses [23] #digitalmarketing,#onlinemarketing [22] 59,essential [22] essential,growth Top Word Pairs in Tweet in G4:
[30] marketing,automation [13] muchas,marcas [9] 5,consideraciones [9] consideraciones,empresas [9] empresas,muchas [9] marcas,necesitan [9] necesitan,marketing [9] zmarketinghub,#marketinghubexperts [8] #customerengagement,#marketingautomation [8] jesus_hoyos,5 Top Word Pairs in Tweet in G5:
[15] marketing,automation [12] prodmgmtf,#insead [10] #insead,asia [10] asia,campus [10] campus,singapore [9] day,#b2b [9] #b2b,marketers [9] marketers,used [9] used,several [9] several,systems Top Word Pairs in Tweet in G6:
[44] tips,tricks [44] tricks,law [44] law,firm [44] firm,marketing [44] marketing,#lawfirm [44] #lawfirm,#legal [43] mikeschiemer,tips [31] gordonsmithuk,mikeschiemer [30] #legal,#law [30] #law,#attorney Top Word Pairs in Tweet in G7:
[27] need,know [26] know,#marketingautomation [20] marketing,automation [20] #cmos,need [15] #marketingautomation,1 [15] 1,automation [15] automation,makes [15] makes,personalized [15] personalized,timely [15] timely,communication Top Word Pairs in Tweet in G8:
[19] real,reason [19] reason,dislike [17] dislike,online [17] online,ads [17] ads,st3ph3n6 [17] st3ph3n6,digitalleadersa [17] digitalleadersa,#adtech [17] #adtech,passle [17] passle,#advertising [15] timothy_hughes,real Top Word Pairs in Tweet in G9:
[14] best,#marketingautomation [14] #marketingautomation,#tools [14] #tools,small [14] small,medium [14] medium,businesses [14] businesses,lilachbullock [14] lilachbullock,#smallbiz [13] #marketingautomation,strategy [12] align,#marketingautomation [12] strategy,buyer Top Word Pairs in Tweet in G10:
[13] marketing,automation [9] check,out [6] spending,much [6] much,#crm [6] #crm,#salesoutreach [6] #salesoutreach,systems [6] systems,never [6] never,use [6] use,try [6] try,nimble 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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