The graph represents a network of 2,057 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 Wednesday, 24 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, 23-hour, 25-minute period from Tuesday, 09 April 2019 at 00:05 UTC to Monday, 22 April 2019 at 23:30 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 : 2057
Unique Edges : 2394
Edges With Duplicates : 2775
Total Edges : 5169
Number of Edge Types : 3
Tweet : 1841
Mentions : 3282
Replies to : 46
Self-Loops : 1841
Reciprocated Vertex Pair Ratio : 0.0432999088422972
Reciprocated Edge Ratio : 0.0830056793359546
Connected Components : 614
Single-Vertex Connected Components : 432
Maximum Vertices in a Connected Component : 1037
Maximum Edges in a Connected Component : 3468
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.525916
Graph Density : 0.000541238137213917
Modularity : 0.460806
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[886] gt,gt [575] marketing,automation [256] aiobns,gt [188] #marketing,#marketingautomation [105] gordonsmithuk,mikeschiemer [104] digital,marketing [96] real,estate [96] multi,channel [95] #crm,solution [94] estate,free Top Word Pairs in Tweet in G1:
[136] marketing,automation [42] #marketing,#marketingautomation [26] check,out [24] #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 [30] small,businesses [27] 59,essential [27] essential,growth [27] growth,hacking [27] hacking,tools [27] tools,small [27] businesses,nomiscom [27] nomiscom,webdesign [27] webdesign,nomiscom_wd Top Word Pairs in Tweet in G3:
[838] gt,gt [248] aiobns,gt [106] #marketing,#marketingautomation [94] real,estate [94] estate,free [94] free,report [94] report,gateway [94] gateway,customer [94] customer,trust [94] 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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