The graph represents a network of 2,747 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 Sunday, 30 August 2020 at 16:42 UTC.
The requested start date was Sunday, 30 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 89-day, 21-hour, 51-minute period from Monday, 01 June 2020 at 00:29 UTC to Saturday, 29 August 2020 at 22:20 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 : 2747
Unique Edges : 5899
Edges With Duplicates : 13304
Total Edges : 19203
Number of Edge Types : 5
Retweet : 2548
MentionsInRetweet : 4981
Mentions : 8724
Replies to : 1120
Tweet : 1830
Self-Loops : 1859
Reciprocated Vertex Pair Ratio : 0.08117123795404
Reciprocated Edge Ratio : 0.150154268083648
Connected Components : 181
Single-Vertex Connected Components : 126
Maximum Vertices in a Connected Component : 2466
Maximum Edges in a Connected Component : 18616
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.154515
Graph Density : 0.00116010818661741
Modularity : 0.283886
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,747 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 Sunday, 30 August 2020 at 16:42 UTC.
The requested start date was Sunday, 30 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 89-day, 21-hour, 51-minute period from Monday, 01 June 2020 at 00:29 UTC to Saturday, 29 August 2020 at 22:20 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Marketingcloud
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[416] #rt,marketingcloud [416] marketing,cloud [287] #salesforce,#marketingcloud [241] salesforce,marketingcloud [195] learn,more [150] salesforce,marketing [149] pardot,marketingcloud [134] marketingcloud,salesforce [131] journey,builder [121] social,media Top Word Pairs in Tweet in G1:
[73] marketing,cloud [72] salesforce,marketingcloud [58] pardot,marketingcloud [49] learn,more [49] salesforce,pardot [47] marketingcloud,salesforcejobs [42] emilyfultz91,salesforce [34] marketingcloud,trailhead [32] partnerforce,marketingcloud [27] marketing,automation Top Word Pairs in Tweet in G2:
[387] #rt,marketingcloud [95] marketing,cloud [67] salesforce,marketingcloud [50] marketingcloud,salesforce [45] learn,more [43] #ohana,#salesforceohana [39] #salescloud,#servicecloud [37] #salesforcedevelopers,#salesforcepartner [37] #salesforcepartner,#salesforcetour [36] #sfdc,#salesforce Top Word Pairs in Tweet in G3:
[81] pardot,marketingcloud [80] marketing,cloud [70] marketingcloud,pardot [68] marketingcloud,salesforce [57] marketingcloud,#emailgeeks [46] #emailgeeks,#trailblazers [45] pardot,trailhead [44] shibua,trailhead [42] salesforce,guilda_h [41] guilda_h,arpitvijay95 Top Word Pairs in Tweet in G4:
[60] social,media [54] during,crisis [54] oraclemktgcloud,#marketing [51] #cmo,allocadia [48] learn,more [47] james,glover [47] glover,coherentpath [47] #marketing,#tips [46] oraclemktgcloud,#modernmarketing [40] cx,marketing Top Word Pairs in Tweet in G5:
[23] sfdgblr,community [18] vladimir,silak [18] #sfdgblr,sfdgblr [16] happening,happy [16] happy,announce [16] announce,published [16] published,pluralsight [16] pluralsight,another [16] another,course [16] course,learn Top Word Pairs in Tweet in G6:
[94] #salesforce,#marketingcloud [85] marketing,cloud [57] salesforce,marketing [26] journey,builder [18] salesforce,marketingcloud [17] #marketingcloud,#salesforce [16] looking,#salesforce [16] #salesforce,#freelancers [16] #freelancers,expertly [16] expertly,drive Top Word Pairs in Tweet in G7:
[25] marketing,cloud [23] salesforce,marketingcloud [22] manager,crm [22] crm,development [22] development,salesforce [10] #salesforce,#marketingcloud [8] social,media [7] salesforce,marketing [7] digital,marketers [6] email,marketing Top Word Pairs in Tweet in G8:
[2] idc,public [2] public,#cloud [2] #cloud,revenue [2] revenue,reaches [2] reaches,233 [2] 233,billion [2] billion,2019 [2] 2019,dominated [2] dominated,awscloud [2] awscloud,azure Top Word Pairs in Tweet in G9:
[10] marketingcloud,twittermktg [9] #registernow,gi_index [9] gi_index,ipm_il [9] ipm_il,euscienceinnov [9] euscienceinnov,smfthinktank [9] smfthinktank,kimgarst [9] kimgarst,marketingcloud [9] twittermktg,cgiar_data [8] aditimishra821,#registernow [7] cgiar_data,farminâ Top Word Pairs in Tweet in G10:
[9] vikings,chosen [9] chosen,selligent [8] partner,year [7] selligent,today [7] today,announced [7] selligent,marketing [7] marketing,cloud [6] learn,more [6] winner,spotlight [6] spotlight,congrats 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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Top Tweeters in G10: