The graph represents a network of 2,608 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, 23 August 2020 at 16:41 UTC.
The requested start date was Sunday, 23 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 82-day, 6-hour, 44-minute period from Monday, 01 June 2020 at 00:29 UTC to Saturday, 22 August 2020 at 07:13 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 : 2608
Unique Edges : 5548
Edges With Duplicates : 12251
Total Edges : 17799
Number of Edge Types : 5
Mentions : 8254
Retweet : 2339
MentionsInRetweet : 4423
Tweet : 1707
Replies to : 1076
Self-Loops : 1734
Reciprocated Vertex Pair Ratio : 0.0812814402965316
Reciprocated Edge Ratio : 0.150342801175318
Connected Components : 172
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 2328
Maximum Edges in a Connected Component : 17208
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.143944
Graph Density : 0.00120134324529758
Modularity : 0.284394
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,608 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, 23 August 2020 at 16:41 UTC.
The requested start date was Sunday, 23 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 82-day, 6-hour, 44-minute period from Monday, 01 June 2020 at 00:29 UTC to Saturday, 22 August 2020 at 07:13 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".
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:
[383] #rt,marketingcloud [380] marketing,cloud [257] #salesforce,#marketingcloud [230] salesforce,marketingcloud [176] learn,more [148] salesforce,marketing [138] pardot,marketingcloud [129] journey,builder [125] marketingcloud,salesforce [110] social,media Top Word Pairs in Tweet in G1:
[59] marketing,cloud [58] pardot,marketingcloud [48] learn,more [47] salesforce,pardot [45] marketingcloud,salesforcejobs [43] salesforce,marketingcloud [40] emilyfultz91,salesforce [27] data,driven [18] customer,360 [15] social,media Top Word Pairs in Tweet in G2:
[374] #rt,marketingcloud [97] marketingcloud,salesforce [95] marketing,cloud [68] pardot,marketingcloud [62] marketingcloud,pardot [57] learn,more [57] marketingcloud,#emailgeeks [48] #emailgeeks,#trailblazers [46] pardot,trailhead [45] shibua,trailhead Top Word Pairs in Tweet in G3:
[94] #salesforce,#marketingcloud [85] marketing,cloud [56] salesforce,marketing [45] salesforce,marketingcloud [34] journey,builder [28] marketing,automation [26] trailhead,partnerforce [23] sfdgblr,community [21] shibua,marketingcloud [20] gauravkheterpal,marketingcloud Top Word Pairs in Tweet in G4:
[52] during,crisis [51] social,media [49] #cmo,allocadia [48] oraclemktgcloud,#marketing [46] james,glover [46] glover,coherentpath [42] #marketing,#tips [41] learn,more [41] oraclemktgcloud,#modernmarketing [38] cx,marketing Top Word Pairs in Tweet in G5:
[56] salesforce,marketingcloud [38] #ohana,#salesforceohana [34] marketing,cloud [34] #salesforcedevelopers,#salesforcepartner [34] #salesforcepartner,#salesforcetour [34] #salescloud,#servicecloud [33] #sfdc,#salesforce [33] #salesforce,#salesforcedevelopers [33] #salesforcetour,#marcbenioff [27] #appexchange,#saastoday Top Word Pairs in Tweet in G6:
[21] salesforce,google [18] marketing,cloud [16] google,virtual [16] virtual,adventure [15] salesforce,calling [15] calling,trailblazers [15] trailblazers,adventurers [15] adventurers,innovators [15] innovators,introducing [15] introducing,salesforce Top Word Pairs in Tweet in G7:
[23] salesforce,marketingcloud [22] marketing,cloud [22] manager,crm [22] crm,development [22] development,salesforce [7] #salesforce,#marketingcloud [7] social,media [7] email,marketing [6] salesforce,marketing [6] learn,more Top Word Pairs in Tweet in G8:
[8] partner,year [6] winner,spotlight [6] spotlight,congrats [6] northern,europe [6] year,learn [5] #video,#selligentawards [5] #selligentawards,#partnerships [5] #partnerships,#marketingautomation [5] #marketingautomation,#marketingcloud [5] 2020,northern 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:
[10] #who,marketingcloud [7] inckerala,inckarnataka [6] incmp,incuttarpradesh [6] 19,#who [4] incuttarpradesh,incrajasthan [4] incmumbai,incmaharashtra [4] incmaharashtra,inckerala [4] inckarnataka,incwestbengal [4] incwestbengal,incchhattisgarh [3] incrajasthan,incpunjab 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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