The graph represents a network of 2,315 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, 09 August 2020 at 16:44 UTC.
The requested start date was Sunday, 09 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 68-day, 18-hour, 21-minute period from Monday, 01 June 2020 at 00:29 UTC to Saturday, 08 August 2020 at 18:50 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 : 2315
Unique Edges : 4898
Edges With Duplicates : 10484
Total Edges : 15382
Number of Edge Types : 5
Retweet : 2016
MentionsInRetweet : 3777
Mentions : 7204
Replies to : 962
Tweet : 1423
Self-Loops : 1447
Reciprocated Vertex Pair Ratio : 0.0818360259701042
Reciprocated Edge Ratio : 0.15129099790649
Connected Components : 155
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 2064
Maximum Edges in a Connected Component : 14842
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.16986
Graph Density : 0.0013375248044115
Modularity : 0.286716
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,315 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, 09 August 2020 at 16:44 UTC.
The requested start date was Sunday, 09 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 68-day, 18-hour, 21-minute period from Monday, 01 June 2020 at 00:29 UTC to Saturday, 08 August 2020 at 18:50 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:
[318] #rt,marketingcloud [316] marketing,cloud [218] #salesforce,#marketingcloud [213] salesforce,marketingcloud [152] learn,more [133] pardot,marketingcloud [123] salesforce,marketing [121] journey,builder [104] marketingcloud,salesforce [90] social,media Top Word Pairs in Tweet in G1:
[54] marketing,cloud [51] salesforce,marketingcloud [31] partnerforce,marketingcloud [31] marketingcloud,trailhead [29] learn,more [27] marketing,automation [27] trailhead,salesforce [25] merivisvets,marketingcloud [21] marketingcloud,salesforcemil [21] katebperez,mikehoal Top Word Pairs in Tweet in G2:
[130] marketing,cloud [98] #salesforce,#marketingcloud [76] salesforce,marketingcloud [75] salesforce,marketing [42] #ohana,#salesforceohana [38] journey,builder [35] #sfdc,#salesforce [35] #salesforce,#salesforcedevelopers [35] #salesforcedevelopers,#salesforcepartner [35] #salesforcepartner,#salesforcetour Top Word Pairs in Tweet in G3:
[310] #rt,marketingcloud [81] marketingcloud,salesforce [79] marketing,cloud [71] pardot,marketingcloud [57] marketingcloud,pardot [49] learn,more [46] marketingcloud,#emailgeeks [46] pardot,trailhead [45] shibua,trailhead [43] salesforce,guilda_h Top Word Pairs in Tweet in G4:
[52] during,crisis [46] james,glover [46] glover,coherentpath [38] learn,more [37] oraclemktgcloud,#marketing [36] cx,marketing [35] consulting,team [35] #marketing,#sales [35] oraclemktgcloud's,chadswhite [34] oraclemktgcloud's,consulting Top Word Pairs in Tweet in G5:
[23] salesforce,marketingcloud [22] manager,crm [22] crm,development [22] development,salesforce [16] marketing,cloud [6] during,crisis [5] #salesforce,#marketingcloud [5] social,media [5] email,marketing [5] learn,more Top Word Pairs in Tweet in G6:
[23] shibua,marketingcloud [22] sfdgblr,community [17] vladimir,silak [12] total,200 [12] 200,attended [12] attended,think [12] think,biggest [12] biggest,virtual [12] virtual,session [12] session,seen Top Word Pairs in Tweet in G7:
[25] social,media [12] #whysocial,#emeapartners [11] media,brands [11] brands,matter [11] matter,more [11] more,enforcing [11] enforcing,trademark [11] trademark,rights [11] rights,platforms [11] platforms,such Top Word Pairs in Tweet in G8:
[43] salesforce,pardot [43] pardot,marketingcloud [42] marketingcloud,salesforcejobs [37] emilyfultz91,salesforce [12] salesforcejobs,congratulations [5] ambassadorrice,gwynethpaltrow [5] gwynethpaltrow,goop [5] emilyfultz91,benioff [5] benioff,salesforce [4] marketingcloud,incredibly 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:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: