The graph represents a network of 1,991 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 21:36 UTC.
The tweets in the network were tweeted over the 4084-day, 0-hour, 48-minute period from Wednesday, 07 December 2011 at 18:28 UTC to Saturday, 11 February 2023 at 19:16 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 : 1991
Unique Edges : 3515
Edges With Duplicates : 10929
Total Edges : 14444
Number of Edge Types : 9
Tweet : 1414
Retweet : 1302
MentionsInRetweet : 1951
Replies to : 959
MentionsInReplyTo : 4308
Mentions : 4178
Quote : 103
MentionsInQuoteReply : 41
MentionsInQuote : 188
Self-Loops : 1971
Reciprocated Vertex Pair Ratio : 0.0572
Reciprocated Edge Ratio : 0.108210367007189
Connected Components : 168
Single-Vertex Connected Components : 134
Maximum Vertices in a Connected Component : 1769
Maximum Edges in a Connected Component : 13664
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.411774
Graph Density : 0.00133414435310657
Modularity : 0.243591
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,991 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 2/11/2023 5:00:56 PM. The network was obtained from Twitter on Sunday, 12 February 2023 at 21:36 UTC.
The tweets in the network were tweeted over the 4084-day, 0-hour, 48-minute period from Wednesday, 07 December 2011 at 18:28 UTC to Saturday, 11 February 2023 at 19:16 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:
[439] #rt,marketingcloud [408] marketing,cloud [293] #digitalmarketing,#marketing [244] read,more [215] salesforce,marketingcloud [181] more,#sfmcjobs [170] #sfmcjobs,#marketingcloud [162] marketingcloud,salesforce [140] #marketingcloud,#salesforcejobs [140] email,marketing Top Word Pairs in Tweet in G1:
[433] #rt,marketingcloud [126] marketing,cloud [95] #stateofmarketing,report [85] marketingcloud,salesforce [63] customer,data [45] marketingcloud,marketers [42] powered,#salesforcegenie [39] data,platform [38] first,party [37] party,data Top Word Pairs in Tweet in G2:
[107] data,coming [107] black,friday [107] watching,time [107] holiday,data [107] friday,sending [107] coming,clear [107] customers,broke [107] clear,customers [107] time,holiday [107] record,black Top Word Pairs in Tweet in G3:
[81] 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 [57] salesforce,salesforceorg Top Word Pairs in Tweet in G4:
[61] marketing,cloud [34] #salesforce,#marketingcloud [23] learn,more [23] salesforce,marketing [17] email,marketing [14] plans,clients [14] uses,build [14] marketing,consulting [14] services,team [14] approach,oracle Top Word Pairs in Tweet in G5:
[181] read,more [181] more,#sfmcjobs [169] #sfmcjobs,#marketingcloud [139] #marketingcloud,#salesforcejobs [134] #marketingautomation,#jobopportunities [134] #salesforcecertified,#jobs [134] #salesforcejobs,#salesforcecertified [134] #whoshiring,#hiring [134] #hiring,#findjobs [134] #jobs,#whoshiring Top Word Pairs in Tweet in G6:
[3] cta,usage [3] oracle,break [3] point,plan [3] optimization,opportunities [3] down,cta [3] plan,laid [3] break,down [3] identify,optimization [3] four,point [3] laid,oracle Top Word Pairs in Tweet in G7:
[3] twittermktg,marketingcloud [3] salesforce,marketingcloud [2] marketingcloud,twittermktg Top Word Pairs in Tweet in G9:
[17] brought,marketingcloud [11] presented,marketingcloud [9] full,episode [8] check,full [7] episode,brought [4] listen,hear [3] automation,right [3] brands,ensure [3] chairman,executive [3] ceo,verbid Top Word Pairs in Tweet in G10:
[21] b2c,marketing [21] shortlist,b2c [21] companies,listed [21] congrats,companies [21] marketing,automation [15] small,midsize [15] midsize,business [15] automation,small [15] listed,shortlist [9] constellationr,congrats 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:
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Top Tweeters in G10: