The graph represents a network of 1,763 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 20:36 UTC.
The tweets in the network were tweeted over the 4118-day, 22-hour, 29-minute period from Wednesday, 07 December 2011 at 18:28 UTC to Saturday, 18 March 2023 at 16:58 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 : 1763
Unique Edges : 3008
Edges With Duplicates : 9960
Total Edges : 12968
Number of Edge Types : 9
Tweet : 1647
Quote : 139
MentionsInQuote : 213
Retweet : 1127
MentionsInRetweet : 1715
Mentions : 3735
MentionsInReplyTo : 3470
Replies to : 883
MentionsInQuoteReply : 39
Self-Loops : 2180
Reciprocated Vertex Pair Ratio : 0.0548235294117647
Reciprocated Edge Ratio : 0.103948248940442
Connected Components : 229
Single-Vertex Connected Components : 198
Maximum Vertices in a Connected Component : 1491
Maximum Edges in a Connected Component : 12071
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.365246
Graph Density : 0.00144314683914466
Modularity : 0.244727
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,763 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 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 20:36 UTC.
The tweets in the network were tweeted over the 4118-day, 22-hour, 29-minute period from Wednesday, 07 December 2011 at 18:28 UTC to Saturday, 18 March 2023 at 16:58 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:
[452] #rt,marketingcloud [444] marketing,cloud [260] #digitalmarketing,#marketing [246] email,marketing [246] read,more [211] marketingcloud,salesforce [183] more,#sfmcjobs [174] #sfmcjobs,#marketingcloud [160] #marketingcloud,#salesforcejobs [157] #marketingautomation,#jobopportunities Top Word Pairs in Tweet in G1:
[120] marketing,cloud [104] 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:
[452] #rt,marketingcloud [156] marketingcloud,salesforce [126] marketing,cloud [87] #momentmarketers,#marketingchampions [65] #bam,#trailblazercommunity [64] #trailblazercommunity,#beatrailblazer [64] #marketingchampions,#bam [63] #beatrailblazer,#marketingchats [57] marketingcloud,justguilda [55] #marketingchats,mc2_event Top Word Pairs in Tweet in G3:
[91] email,marketing [74] trends,2023 [73] marketing,trends [64] marketing,cloud [43] #salesforce,#marketingcloud [38] blocklist,stay [38] email,blocklist [36] 2023,proven [36] proven,essentials [33] unproven,opportunities Top Word Pairs in Tweet in G4:
[78] commercecloud,marketingcloud [76] mulesoft,muledev [70] tableau,mulesoft [69] slackhq,tableau [69] trailhead,commercecloud [69] marketingcloud,slackhq [69] justguilda,trailhead [68] muledev,danieljpeter [68] danieljpeter,benioff [64] gauravkheterpal,justguilda Top Word Pairs in Tweet in G5:
[5] twittermktg,marketingcloud [5] salesforce,marketingcloud [2] please,add [2] cdnbiz,usweekly [2] sonamakapoor,yokoono [2] wishshopping,expertmarketus [2] businessweekly,wishshopping [2] salesforce,twittermktg [2] thank,trusting [2] yokoono,marketingcloud Top Word Pairs in Tweet in G6:
[183] read,more [183] more,#sfmcjobs [174] #sfmcjobs,#marketingcloud [160] #marketingcloud,#salesforcejobs [157] #salesforcejobs,#salesforcecertified [157] #marketingautomation,#jobopportunities [157] #jobs,#whoshiring [157] #salesforcecertified,#jobs [157] #hiring,#findjobs [157] #whoshiring,#hiring Top Word Pairs in Tweet in G7:
[14] b2c,marketing [14] shortlist,b2c [14] tools,help [14] companies,listed [14] congrats,companies [14] marketing,automation [10] small,midsize [10] technology,stacks [10] next,level [10] midsize,business Top Word Pairs in Tweet in G8:
[4] marketingcloud,indianshares [4] pmoindia,eduminofindia [4] satyannad,satyakumar_y [4] mitrajo481,nsitharaman [4] indianshares,mitrajo481 [4] nsmqghana,marketingcloud [4] nsitharaman,pmoindia [4] satyakumar_y,nsmqghana [3] minofculturegoi,mib_india [3] eduminofindia,minofculturegoi Top Word Pairs in Tweet in G9:
[17] email,marketing [10] technologies,tactics [10] 14,email [10] tactics,considered [10] essentials,high [10] proven,essentials [10] considered,consultants [10] consultants,proven [10] visual,branding [10] marketing,technologies Top Word Pairs in Tweet in G10:
[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:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: