The graph represents a network of 1,772 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 Thursday, 20 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, 23-hour, 11-minute period from Tuesday, 04 June 2019 at 00:37 UTC to Monday, 17 June 2019 at 23:48 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 : 1772
Unique Edges : 2076
Edges With Duplicates : 2401
Total Edges : 4477
Number of Edge Types : 3
Mentions : 2809
Replies to : 41
Tweet : 1627
Self-Loops : 1627
Reciprocated Vertex Pair Ratio : 0.0463505594033031
Reciprocated Edge Ratio : 0.0885947046843177
Connected Components : 517
Single-Vertex Connected Components : 377
Maximum Vertices in a Connected Component : 1009
Maximum Edges in a Connected Component : 3324
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.229549
Graph Density : 0.000625834073669975
Modularity : 0.446841
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[781] gt,gt [468] marketing,automation [205] aiobns,gt [156] #marketing,#marketingautomation [102] learn,more [87] channel,#marketingautomation [86] multi,channel [85] use,multi [85] #marketingautomation,increase [85] increase,#engagement Top Word Pairs in Tweet in G1:
[113] marketing,automation [37] #marketing,#marketingautomation [24] time,effort [22] #marketingautomation,help [21] digital,marketing [21] customer,relationships [20] email,marketing [20] help,evaluate [20] evaluate,prioritize [20] prioritize,leads Top Word Pairs in Tweet in G2:
[36] best,tools [35] 7,best [33] marketing,automation [27] tools,#marketingautomation [27] traffic,booster [27] gt,gt [18] #marketingautomation,gmass [18] gmass,gmassforgmail [18] gmassforgmail,hootsuite [18] hootsuite,hootsuite Top Word Pairs in Tweet in G3:
[724] gt,gt [193] aiobns,gt [86] multi,channel [85] use,multi [85] channel,#marketingautomation [85] #marketingautomation,increase [85] increase,#engagement [85] #engagement,five [85] five,important [85] important,features Top Word Pairs in Tweet in G4:
[24] marketing,automation [13] muchas,marcas [9] 5,consideraciones [9] consideraciones,empresas [9] empresas,muchas [9] marcas,necesitan [9] necesitan,marketing [9] zmarketinghub,#marketinghubexperts [8] jesus_hoyos,5 [8] automation,#marketi 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:
[47] tips,tricks [47] tricks,law [47] law,firm [47] firm,marketing [47] marketing,#lawfirm [47] #lawfirm,#legal [46] mikeschiemer,tips [34] gordonsmithuk,mikeschiemer [31] #legal,#law [31] #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 Tweeters in Entire Graph:
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