The graph represents a network of 2,035 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, 23 April 2019 at 17:22 UTC.
The requested start date was Tuesday, 23 April 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, 17-hour, 8-minute period from Tuesday, 09 April 2019 at 00:05 UTC to Monday, 22 April 2019 at 17:13 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 : 2035
Unique Edges : 2374
Edges With Duplicates : 2727
Total Edges : 5101
Number of Edge Types : 3
Mentions : 3256
Tweet : 1799
Replies to : 46
Self-Loops : 1799
Reciprocated Vertex Pair Ratio : 0.0436380339917317
Reciprocated Edge Ratio : 0.0836267605633803
Connected Components : 605
Single-Vertex Connected Components : 427
Maximum Vertices in a Connected Component : 1033
Maximum Edges in a Connected Component : 3446
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.520697
Graph Density : 0.000548899663943912
Modularity : 0.462624
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[874] gt,gt [569] marketing,automation [253] aiobns,gt [185] #marketing,#marketingautomation [105] gordonsmithuk,mikeschiemer [104] digital,marketing [95] real,estate [95] multi,channel [94] #crm,solution [93] estate,free Top Word Pairs in Tweet in G1:
[133] marketing,automation [40] #marketing,#marketingautomation [25] check,out [23] #marketingautomation,tools [20] many,#marketingautomation [20] #marketingautomation,game [19] gt,gt [19] tools,choosing [19] choosing,overwhelming [19] overwhelming,help Top Word Pairs in Tweet in G2:
[56] marketing,automation [29] small,businesses [26] #digitalmarketing,#onlinemarketing [26] 59,essential [26] essential,growth [26] growth,hacking [26] hacking,tools [26] tools,small [26] businesses,nomiscom [26] nomiscom,webdesign Top Word Pairs in Tweet in G3:
[826] gt,gt [245] aiobns,gt [105] #marketing,#marketingautomation [93] real,estate [93] estate,free [93] free,report [93] report,gateway [93] gateway,customer [93] customer,trust [93] trust,#marketing Top Word Pairs in Tweet in G4:
[100] gordonsmithuk,mikeschiemer [76] top,12 [76] 12,digital [76] digital,marketing [76] marketing,strategies [75] gordonsmithuk,gordonsmithuk [75] mikeschiemer,top [73] improve,lead [73] lead,generation [73] generation,sales Top Word Pairs in Tweet in G5:
[28] ready,#marketingautomation [28] #marketingautomation,few [28] few,challenges [28] challenges,overcome [28] overcome,swipx_com [28] swipx_com,mikequindazzi [28] mikequindazzi,#data [28] #data,quality [28] quality,lack [17] #martech,#marketingautomation Top Word Pairs in Tweet in G6:
[5] lovefilmz,fujio0606 [5] fujio0606,netflixuk [5] netflixuk,lindaleeking [5] lindaleeking,ruby2211250220 [5] ruby2211250220,datsyuklover [5] datsyuklover,ginestarros [5] ginestarros,suds_and [5] suds_and,isignforyou1 [4] bootsieboutique,_____yo_____yo [4] _____yo_____yo,abbasjafree Top Word Pairs in Tweet in G7:
[36] #inboundmarketing,#socialmedia [36] #socialmedia,#contentmarketing [35] #contentmarketing,#leadgen [34] #leadgen,#seo [30] #seo,#marketingautomation [22] salon,emarketingparis [18] marketing,automation [17] au,salon [13] automation,au [11] salle,3 Top Word Pairs in Tweet in G8:
[24] marketing,automation [9] #integratedmarketing,#marketingtechnology [9] #marketingtechnology,#business [9] #business,#smallbusiness [9] #smallbusiness,read [9] read,more [6] #guidesformarketingautomation,#guidesfor [6] #guidesfor,#marketingautomation [5] automation,tools [4] #digitalmarketing,#marketingautomation Top Word Pairs in Tweet in G9:
[7] marketing,automation [4] #martech,#marketingautomation [3] find,out [3] significant,marketo [3] marketo,feature [3] feature,change [3] change,coming [3] coming,end [3] end,april [3] april,introduction Top Word Pairs in Tweet in G10:
[20] marketing,automation [13] zoho,#marketinghub [13] zoho,s [12] zoho,marketinghub [12] automation,platform [11] glad,stepped [11] stepped,next [11] next,level [11] level,#marketing [11] #marketing,presenting Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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