The graph represents a network of 1,817 Twitter users whose recent tweets contained "Marketingcloud", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 21:37 UTC.
The tweets in the network were tweeted over the 4112-day, 4-hour, 8-minute period from Wednesday, 07 December 2011 at 18:28 UTC to Saturday, 11 March 2023 at 22:37 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1817
Unique Edges : 2996
Edges With Duplicates : 9779
Total Edges : 12775
Number of Edge Types : 9
Tweet : 1608
Quote : 134
MentionsInQuote : 206
Retweet : 1184
MentionsInRetweet : 1748
Mentions : 3787
MentionsInReplyTo : 3219
Replies to : 856
MentionsInQuoteReply : 33
Self-Loops : 2128
Reciprocated Vertex Pair Ratio : 0.0532292405961675
Reciprocated Edge Ratio : 0.101078167115903
Connected Components : 226
Single-Vertex Connected Components : 194
Maximum Vertices in a Connected Component : 1544
Maximum Edges in a Connected Component : 11908
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.456453
Graph Density : 0.00134922501388017
Modularity : 0.245862
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,817 Twitter users whose recent tweets contained "Marketingcloud", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 21:37 UTC.
The tweets in the network were tweeted over the 4112-day, 4-hour, 8-minute period from Wednesday, 07 December 2011 at 18:28 UTC to Saturday, 11 March 2023 at 22:37 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[454] #rt,marketingcloud [428] marketing,cloud [298] read,more [258] #digitalmarketing,#marketing [236] more,#sfmcjobs [221] email,marketing [221] #sfmcjobs,#marketingcloud [207] marketingcloud,salesforce [188] #marketingcloud,#salesforcejobs [182] #marketingautomation,#jobopportunities Top Word Pairs in Tweet in G1:
[123] marketing,cloud [95] salesforce,marketingcloud [80] join,useful [77] useful,site [70] salesforce,job [68] job,career [66] career,info [64] appexchange,marketingcloud [62] dreamforce,partnerforce [62] site,salesforce Top Word Pairs in Tweet in G2:
[454] #rt,marketingcloud [154] marketingcloud,salesforce [122] marketing,cloud [80] #momentmarketers,#marketingchampions [65] #bam,#trailblazercommunity [64] #trailblazercommunity,#beatrailblazer [64] #marketingchampions,#bam [63] #beatrailblazer,#marketingchats [55] #marketingchats,mc2_event [51] marketingcloud,justguilda Top Word Pairs in Tweet in G3:
[59] marketing,cloud [58] email,marketing [41] #salesforce,#marketingcloud [41] trends,2023 [41] marketing,trends [38] blocklist,stay [38] email,blocklist [33] unproven,opportunities [32] 2023,unproven [31] plans,clients Top Word Pairs in Tweet in G4:
[79] commercecloud,marketingcloud [77] mulesoft,muledev [71] tableau,mulesoft [70] slackhq,tableau [70] trailhead,commercecloud [70] marketingcloud,slackhq [70] justguilda,trailhead [69] muledev,danieljpeter [69] danieljpeter,benioff [65] gauravkheterpal,justguilda Top Word Pairs in Tweet in G5:
[5] twittermktg,marketingcloud [4] salesforce,marketingcloud [2] flotus,hilarius_quincy [2] marketingcloud,twittermktg [2] hollywills,sonamakapoor [2] cdnbiz,usweekly [2] thank,trusting [2] kourtneykardash,hollywills [2] yokoono,marketingcloud [2] google,salesforce Top Word Pairs in Tweet in G6:
[236] read,more [236] more,#sfmcjobs [221] #sfmcjobs,#marketingcloud [188] #marketingcloud,#salesforcejobs [182] #salesforcejobs,#salesforcecertified [182] #marketingautomation,#jobopportunities [182] #jobs,#whoshiring [182] #salesforcecertified,#jobs [182] #hiring,#findjobs [182] #whoshiring,#hiring Top Word Pairs in Tweet in G7:
[16] congrats,companies [16] marketing,automation [16] companies,listed [16] b2c,marketing [16] shortlist,b2c [12] midsize,business [12] listed,shortlist [12] small,midsize [12] automation,small [9] tools,help Top Word Pairs in Tweet in G9:
[3] akakaka1234567,insanityplague [3] lot,christmas [3] sherrystarnes,indiacryptoking [3] feels,lot [2] im_jhnrd,rasheedabazela1 [2] indiacryptoking,denise525091 [2] tonythefish1,ozcanozupak [2] insanityplague,eyionur [2] smile_kjak,tonythefish1 [2] christmas,brocco87 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G7:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: