The graph represents a network of 2,183 Twitter users whose tweets in the requested range contained "Marketingcloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 11 September 2019 at 03:46 UTC.
The requested start date was Tuesday, 10 September 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 70-day, 23-hour, 15-minute period from Monday, 01 July 2019 at 00:04 UTC to Monday, 09 September 2019 at 23:19 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 : 2183
Unique Edges : 4511
Edges With Duplicates : 5125
Total Edges : 9636
Number of Edge Types : 3
Replies to : 426
Mentions : 7866
Tweet : 1344
Self-Loops : 1344
Reciprocated Vertex Pair Ratio : 0.0565105710333926
Reciprocated Edge Ratio : 0.10697587432205
Connected Components : 296
Single-Vertex Connected Components : 234
Maximum Vertices in a Connected Component : 1757
Maximum Edges in a Connected Component : 8810
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.677303
Graph Density : 0.00112253968147333
Modularity : 0.377368
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[249] salesforce,marketingcloud [248] marketing,cloud [127] check,out [93] #salesforce,#marketingcloud [92] salesforce,marketing [91] find,out [84] content,marketing [84] traditional,#emailmarketing [84] #emailmarketing,approaches [84] approaches,fail Top Word Pairs in Tweet in G1:
[46] salesforce,marketingcloud [43] marketing,cloud [37] latest,release [30] release,allows [30] allows,marketers [26] join,first [25] marketers,send [23] learn,align [23] align,digital [23] digital,advertising Top Word Pairs in Tweet in G2:
[84] traditional,#emailmarketing [84] #emailmarketing,approaches [84] approaches,fail [84] fail,engage [84] engage,#millennials [84] #millennials,come [83] come,impersonal [57] subject,line [51] check,out [48] learn,here Top Word Pairs in Tweet in G3:
[115] salesforce,marketingcloud [100] marketing,cloud [41] #salesforce,#marketingcloud [40] salesforce,marketing [26] check,out [25] pepuptech,marketingcloud [24] _,_ [23] #marketingautomation,#marketingcloud [23] pepuptech,salesforce [23] 2019,release Top Word Pairs in Tweet in G4:
[48] marketing,cloud [26] salesforce,marketing [24] #salesforce,#marketingcloud [23] content,marketing [17] check,out [16] digital,marketing [10] videos,important [10] marketing,strategy [10] find,out [10] august,2019 Top Word Pairs in Tweet in G5:
[57] salesforce,marketingcloud [56] iamtaite,terry_smith5 [45] desmondwroman,nickcharlessatx [40] merivis_vets,marketingcloud [39] marketingcloud,b__richardson [38] daniel_weyant,desmondwroman [36] nickcharlessatx,mikehoal [35] mikehoal,robert__everett [34] vetforce,daniel_weyant [33] trailhead,vetforce Top Word Pairs in Tweet in G6:
[24] inescapinezka,marketingcloud [24] trailhead,salesforce [24] salesforce,salesforceuk [23] marketingcloud,hels_wills [23] hels_wills,trailhead [8] salesforce,marketingcloud [8] salesforceuk,congratulations [5] marketingcloud,creativecloud [5] creativecloud,dropbox [5] dropbox,latermedia Top Word Pairs in Tweet in G7:
[2] #mycloudbazaar,marketingcloud [2] instant,cloud [2] cloud,services [2] services,ease [2] ease,affordable [2] affordable,prices [2] prices,contact [2] gcpcloud,marketingcloud [2] marketingcloud,cloudflare Top Word Pairs in Tweet in G8:
[8] salesforce,marketingcloud [7] salesforceâ,s [7] s,product [7] product,manager [7] manager,chad [7] chad,jordan [7] jordan,recently [7] recently,demonstrated [7] demonstrated,powerful [7] powerful,new Top Word Pairs in Tweet in G9:
[12] marketing,cloud [8] sap,marketing [6] find,out [6] now,time [6] time,video [6] video,content [6] content,#digitalmarketing [6] machine,learning [5] marketing,#digitalmarketing [5] customers,sap Top Word Pairs in Tweet in G10:
[3] b2b,marketing [3] marketing,trends [3] trends,address [3] address,2019 [2] facebook,posts [2] brand,b2b 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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